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How to Write a Literature Review | Guide, Examples, & Templates

Published on January 2, 2023 by Shona McCombes . Revised on September 11, 2023.

What is a literature review? A literature review is a survey of scholarly sources on a specific topic. It provides an overview of current knowledge, allowing you to identify relevant theories, methods, and gaps in the existing research that you can later apply to your paper, thesis, or dissertation topic .

There are five key steps to writing a literature review:

  • Search for relevant literature
  • Evaluate sources
  • Identify themes, debates, and gaps
  • Outline the structure
  • Write your literature review

A good literature review doesn’t just summarize sources—it analyzes, synthesizes , and critically evaluates to give a clear picture of the state of knowledge on the subject.

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Table of contents

What is the purpose of a literature review, examples of literature reviews, step 1 – search for relevant literature, step 2 – evaluate and select sources, step 3 – identify themes, debates, and gaps, step 4 – outline your literature review’s structure, step 5 – write your literature review, free lecture slides, other interesting articles, frequently asked questions, introduction.

  • Quick Run-through
  • Step 1 & 2

When you write a thesis , dissertation , or research paper , you will likely have to conduct a literature review to situate your research within existing knowledge. The literature review gives you a chance to:

  • Demonstrate your familiarity with the topic and its scholarly context
  • Develop a theoretical framework and methodology for your research
  • Position your work in relation to other researchers and theorists
  • Show how your research addresses a gap or contributes to a debate
  • Evaluate the current state of research and demonstrate your knowledge of the scholarly debates around your topic.

Writing literature reviews is a particularly important skill if you want to apply for graduate school or pursue a career in research. We’ve written a step-by-step guide that you can follow below.

Literature review guide

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Writing literature reviews can be quite challenging! A good starting point could be to look at some examples, depending on what kind of literature review you’d like to write.

  • Example literature review #1: “Why Do People Migrate? A Review of the Theoretical Literature” ( Theoretical literature review about the development of economic migration theory from the 1950s to today.)
  • Example literature review #2: “Literature review as a research methodology: An overview and guidelines” ( Methodological literature review about interdisciplinary knowledge acquisition and production.)
  • Example literature review #3: “The Use of Technology in English Language Learning: A Literature Review” ( Thematic literature review about the effects of technology on language acquisition.)
  • Example literature review #4: “Learners’ Listening Comprehension Difficulties in English Language Learning: A Literature Review” ( Chronological literature review about how the concept of listening skills has changed over time.)

You can also check out our templates with literature review examples and sample outlines at the links below.

Download Word doc Download Google doc

Before you begin searching for literature, you need a clearly defined topic .

If you are writing the literature review section of a dissertation or research paper, you will search for literature related to your research problem and questions .

Make a list of keywords

Start by creating a list of keywords related to your research question. Include each of the key concepts or variables you’re interested in, and list any synonyms and related terms. You can add to this list as you discover new keywords in the process of your literature search.

  • Social media, Facebook, Instagram, Twitter, Snapchat, TikTok
  • Body image, self-perception, self-esteem, mental health
  • Generation Z, teenagers, adolescents, youth

Search for relevant sources

Use your keywords to begin searching for sources. Some useful databases to search for journals and articles include:

  • Your university’s library catalogue
  • Google Scholar
  • Project Muse (humanities and social sciences)
  • Medline (life sciences and biomedicine)
  • EconLit (economics)
  • Inspec (physics, engineering and computer science)

You can also use boolean operators to help narrow down your search.

Make sure to read the abstract to find out whether an article is relevant to your question. When you find a useful book or article, you can check the bibliography to find other relevant sources.

You likely won’t be able to read absolutely everything that has been written on your topic, so it will be necessary to evaluate which sources are most relevant to your research question.

For each publication, ask yourself:

  • What question or problem is the author addressing?
  • What are the key concepts and how are they defined?
  • What are the key theories, models, and methods?
  • Does the research use established frameworks or take an innovative approach?
  • What are the results and conclusions of the study?
  • How does the publication relate to other literature in the field? Does it confirm, add to, or challenge established knowledge?
  • What are the strengths and weaknesses of the research?

Make sure the sources you use are credible , and make sure you read any landmark studies and major theories in your field of research.

You can use our template to summarize and evaluate sources you’re thinking about using. Click on either button below to download.

Take notes and cite your sources

As you read, you should also begin the writing process. Take notes that you can later incorporate into the text of your literature review.

It is important to keep track of your sources with citations to avoid plagiarism . It can be helpful to make an annotated bibliography , where you compile full citation information and write a paragraph of summary and analysis for each source. This helps you remember what you read and saves time later in the process.

To begin organizing your literature review’s argument and structure, be sure you understand the connections and relationships between the sources you’ve read. Based on your reading and notes, you can look for:

  • Trends and patterns (in theory, method or results): do certain approaches become more or less popular over time?
  • Themes: what questions or concepts recur across the literature?
  • Debates, conflicts and contradictions: where do sources disagree?
  • Pivotal publications: are there any influential theories or studies that changed the direction of the field?
  • Gaps: what is missing from the literature? Are there weaknesses that need to be addressed?

This step will help you work out the structure of your literature review and (if applicable) show how your own research will contribute to existing knowledge.

  • Most research has focused on young women.
  • There is an increasing interest in the visual aspects of social media.
  • But there is still a lack of robust research on highly visual platforms like Instagram and Snapchat—this is a gap that you could address in your own research.

There are various approaches to organizing the body of a literature review. Depending on the length of your literature review, you can combine several of these strategies (for example, your overall structure might be thematic, but each theme is discussed chronologically).

Chronological

The simplest approach is to trace the development of the topic over time. However, if you choose this strategy, be careful to avoid simply listing and summarizing sources in order.

Try to analyze patterns, turning points and key debates that have shaped the direction of the field. Give your interpretation of how and why certain developments occurred.

If you have found some recurring central themes, you can organize your literature review into subsections that address different aspects of the topic.

For example, if you are reviewing literature about inequalities in migrant health outcomes, key themes might include healthcare policy, language barriers, cultural attitudes, legal status, and economic access.

Methodological

If you draw your sources from different disciplines or fields that use a variety of research methods , you might want to compare the results and conclusions that emerge from different approaches. For example:

  • Look at what results have emerged in qualitative versus quantitative research
  • Discuss how the topic has been approached by empirical versus theoretical scholarship
  • Divide the literature into sociological, historical, and cultural sources

Theoretical

A literature review is often the foundation for a theoretical framework . You can use it to discuss various theories, models, and definitions of key concepts.

You might argue for the relevance of a specific theoretical approach, or combine various theoretical concepts to create a framework for your research.

Like any other academic text , your literature review should have an introduction , a main body, and a conclusion . What you include in each depends on the objective of your literature review.

The introduction should clearly establish the focus and purpose of the literature review.

Depending on the length of your literature review, you might want to divide the body into subsections. You can use a subheading for each theme, time period, or methodological approach.

As you write, you can follow these tips:

  • Summarize and synthesize: give an overview of the main points of each source and combine them into a coherent whole
  • Analyze and interpret: don’t just paraphrase other researchers — add your own interpretations where possible, discussing the significance of findings in relation to the literature as a whole
  • Critically evaluate: mention the strengths and weaknesses of your sources
  • Write in well-structured paragraphs: use transition words and topic sentences to draw connections, comparisons and contrasts

In the conclusion, you should summarize the key findings you have taken from the literature and emphasize their significance.

When you’ve finished writing and revising your literature review, don’t forget to proofread thoroughly before submitting. Not a language expert? Check out Scribbr’s professional proofreading services !

This article has been adapted into lecture slides that you can use to teach your students about writing a literature review.

Scribbr slides are free to use, customize, and distribute for educational purposes.

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If you want to know more about the research process , methodology , research bias , or statistics , make sure to check out some of our other articles with explanations and examples.

  • Sampling methods
  • Simple random sampling
  • Stratified sampling
  • Cluster sampling
  • Likert scales
  • Reproducibility

 Statistics

  • Null hypothesis
  • Statistical power
  • Probability distribution
  • Effect size
  • Poisson distribution

Research bias

  • Optimism bias
  • Cognitive bias
  • Implicit bias
  • Hawthorne effect
  • Anchoring bias
  • Explicit bias

A literature review is a survey of scholarly sources (such as books, journal articles, and theses) related to a specific topic or research question .

It is often written as part of a thesis, dissertation , or research paper , in order to situate your work in relation to existing knowledge.

There are several reasons to conduct a literature review at the beginning of a research project:

  • To familiarize yourself with the current state of knowledge on your topic
  • To ensure that you’re not just repeating what others have already done
  • To identify gaps in knowledge and unresolved problems that your research can address
  • To develop your theoretical framework and methodology
  • To provide an overview of the key findings and debates on the topic

Writing the literature review shows your reader how your work relates to existing research and what new insights it will contribute.

The literature review usually comes near the beginning of your thesis or dissertation . After the introduction , it grounds your research in a scholarly field and leads directly to your theoretical framework or methodology .

A literature review is a survey of credible sources on a topic, often used in dissertations , theses, and research papers . Literature reviews give an overview of knowledge on a subject, helping you identify relevant theories and methods, as well as gaps in existing research. Literature reviews are set up similarly to other  academic texts , with an introduction , a main body, and a conclusion .

An  annotated bibliography is a list of  source references that has a short description (called an annotation ) for each of the sources. It is often assigned as part of the research process for a  paper .  

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A literature review is a document or section of a document that collects key sources on a topic and discusses those sources in conversation with each other (also called synthesis ). The lit review is an important genre in many disciplines, not just literature (i.e., the study of works of literature such as novels and plays). When we say “literature review” or refer to “the literature,” we are talking about the research ( scholarship ) in a given field. You will often see the terms “the research,” “the scholarship,” and “the literature” used mostly interchangeably.

Where, when, and why would I write a lit review?

There are a number of different situations where you might write a literature review, each with slightly different expectations; different disciplines, too, have field-specific expectations for what a literature review is and does. For instance, in the humanities, authors might include more overt argumentation and interpretation of source material in their literature reviews, whereas in the sciences, authors are more likely to report study designs and results in their literature reviews; these differences reflect these disciplines’ purposes and conventions in scholarship. You should always look at examples from your own discipline and talk to professors or mentors in your field to be sure you understand your discipline’s conventions, for literature reviews as well as for any other genre.

A literature review can be a part of a research paper or scholarly article, usually falling after the introduction and before the research methods sections. In these cases, the lit review just needs to cover scholarship that is important to the issue you are writing about; sometimes it will also cover key sources that informed your research methodology.

Lit reviews can also be standalone pieces, either as assignments in a class or as publications. In a class, a lit review may be assigned to help students familiarize themselves with a topic and with scholarship in their field, get an idea of the other researchers working on the topic they’re interested in, find gaps in existing research in order to propose new projects, and/or develop a theoretical framework and methodology for later research. As a publication, a lit review usually is meant to help make other scholars’ lives easier by collecting and summarizing, synthesizing, and analyzing existing research on a topic. This can be especially helpful for students or scholars getting into a new research area, or for directing an entire community of scholars toward questions that have not yet been answered.

What are the parts of a lit review?

Most lit reviews use a basic introduction-body-conclusion structure; if your lit review is part of a larger paper, the introduction and conclusion pieces may be just a few sentences while you focus most of your attention on the body. If your lit review is a standalone piece, the introduction and conclusion take up more space and give you a place to discuss your goals, research methods, and conclusions separately from where you discuss the literature itself.

Introduction:

  • An introductory paragraph that explains what your working topic and thesis is
  • A forecast of key topics or texts that will appear in the review
  • Potentially, a description of how you found sources and how you analyzed them for inclusion and discussion in the review (more often found in published, standalone literature reviews than in lit review sections in an article or research paper)
  • Summarize and synthesize: Give an overview of the main points of each source and combine them into a coherent whole
  • Analyze and interpret: Don’t just paraphrase other researchers – add your own interpretations where possible, discussing the significance of findings in relation to the literature as a whole
  • Critically Evaluate: Mention the strengths and weaknesses of your sources
  • Write in well-structured paragraphs: Use transition words and topic sentence to draw connections, comparisons, and contrasts.

Conclusion:

  • Summarize the key findings you have taken from the literature and emphasize their significance
  • Connect it back to your primary research question

How should I organize my lit review?

Lit reviews can take many different organizational patterns depending on what you are trying to accomplish with the review. Here are some examples:

  • Chronological : The simplest approach is to trace the development of the topic over time, which helps familiarize the audience with the topic (for instance if you are introducing something that is not commonly known in your field). If you choose this strategy, be careful to avoid simply listing and summarizing sources in order. Try to analyze the patterns, turning points, and key debates that have shaped the direction of the field. Give your interpretation of how and why certain developments occurred (as mentioned previously, this may not be appropriate in your discipline — check with a teacher or mentor if you’re unsure).
  • Thematic : If you have found some recurring central themes that you will continue working with throughout your piece, you can organize your literature review into subsections that address different aspects of the topic. For example, if you are reviewing literature about women and religion, key themes can include the role of women in churches and the religious attitude towards women.
  • Qualitative versus quantitative research
  • Empirical versus theoretical scholarship
  • Divide the research by sociological, historical, or cultural sources
  • Theoretical : In many humanities articles, the literature review is the foundation for the theoretical framework. You can use it to discuss various theories, models, and definitions of key concepts. You can argue for the relevance of a specific theoretical approach or combine various theorical concepts to create a framework for your research.

What are some strategies or tips I can use while writing my lit review?

Any lit review is only as good as the research it discusses; make sure your sources are well-chosen and your research is thorough. Don’t be afraid to do more research if you discover a new thread as you’re writing. More info on the research process is available in our "Conducting Research" resources .

As you’re doing your research, create an annotated bibliography ( see our page on the this type of document ). Much of the information used in an annotated bibliography can be used also in a literature review, so you’ll be not only partially drafting your lit review as you research, but also developing your sense of the larger conversation going on among scholars, professionals, and any other stakeholders in your topic.

Usually you will need to synthesize research rather than just summarizing it. This means drawing connections between sources to create a picture of the scholarly conversation on a topic over time. Many student writers struggle to synthesize because they feel they don’t have anything to add to the scholars they are citing; here are some strategies to help you:

  • It often helps to remember that the point of these kinds of syntheses is to show your readers how you understand your research, to help them read the rest of your paper.
  • Writing teachers often say synthesis is like hosting a dinner party: imagine all your sources are together in a room, discussing your topic. What are they saying to each other?
  • Look at the in-text citations in each paragraph. Are you citing just one source for each paragraph? This usually indicates summary only. When you have multiple sources cited in a paragraph, you are more likely to be synthesizing them (not always, but often
  • Read more about synthesis here.

The most interesting literature reviews are often written as arguments (again, as mentioned at the beginning of the page, this is discipline-specific and doesn’t work for all situations). Often, the literature review is where you can establish your research as filling a particular gap or as relevant in a particular way. You have some chance to do this in your introduction in an article, but the literature review section gives a more extended opportunity to establish the conversation in the way you would like your readers to see it. You can choose the intellectual lineage you would like to be part of and whose definitions matter most to your thinking (mostly humanities-specific, but this goes for sciences as well). In addressing these points, you argue for your place in the conversation, which tends to make the lit review more compelling than a simple reporting of other sources.

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  • Correction 09 December 2020

How to write a superb literature review

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Literature reviews are important resources for scientists. They provide historical context for a field while offering opinions on its future trajectory. Creating them can provide inspiration for one’s own research, as well as some practice in writing. But few scientists are trained in how to write a review — or in what constitutes an excellent one. Even picking the appropriate software to use can be an involved decision (see ‘Tools and techniques’). So Nature asked editors and working scientists with well-cited reviews for their tips.

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Correction 09 December 2020 : An earlier version of the tables in this article included some incorrect details about the programs Zotero, Endnote and Manubot. These have now been corrected.

Hsing, I.-M., Xu, Y. & Zhao, W. Electroanalysis 19 , 755–768 (2007).

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Ledesma, H. A. et al. Nature Nanotechnol. 14 , 645–657 (2019).

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Choi, Y. & Lee, S. Y. Nature Rev. Chem . https://doi.org/10.1038/s41570-020-00221-w (2020).

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What is a literature review?

A literature review is an integrated analysis -- not just a summary-- of scholarly writings and other relevant evidence related directly to your research question.  That is, it represents a synthesis of the evidence that provides background information on your topic and shows a association between the evidence and your research question.

A literature review may be a stand alone work or the introduction to a larger research paper, depending on the assignment.  Rely heavily on the guidelines your instructor has given you.

Why is it important?

A literature review is important because it:

  • Explains the background of research on a topic.
  • Demonstrates why a topic is significant to a subject area.
  • Discovers relationships between research studies/ideas.
  • Identifies major themes, concepts, and researchers on a topic.
  • Identifies critical gaps and points of disagreement.
  • Discusses further research questions that logically come out of the previous studies.

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1. Choose a topic. Define your research question.

Your literature review should be guided by your central research question.  The literature represents background and research developments related to a specific research question, interpreted and analyzed by you in a synthesized way.

  • Make sure your research question is not too broad or too narrow.  Is it manageable?
  • Begin writing down terms that are related to your question. These will be useful for searches later.
  • If you have the opportunity, discuss your topic with your professor and your class mates.

2. Decide on the scope of your review

How many studies do you need to look at? How comprehensive should it be? How many years should it cover? 

  • This may depend on your assignment.  How many sources does the assignment require?

3. Select the databases you will use to conduct your searches.

Make a list of the databases you will search. 

Where to find databases:

  • use the tabs on this guide
  • Find other databases in the Nursing Information Resources web page
  • More on the Medical Library web page
  • ... and more on the Yale University Library web page

4. Conduct your searches to find the evidence. Keep track of your searches.

  • Use the key words in your question, as well as synonyms for those words, as terms in your search. Use the database tutorials for help.
  • Save the searches in the databases. This saves time when you want to redo, or modify, the searches. It is also helpful to use as a guide is the searches are not finding any useful results.
  • Review the abstracts of research studies carefully. This will save you time.
  • Use the bibliographies and references of research studies you find to locate others.
  • Check with your professor, or a subject expert in the field, if you are missing any key works in the field.
  • Ask your librarian for help at any time.
  • Use a citation manager, such as EndNote as the repository for your citations. See the EndNote tutorials for help.

Review the literature

Some questions to help you analyze the research:

  • What was the research question of the study you are reviewing? What were the authors trying to discover?
  • Was the research funded by a source that could influence the findings?
  • What were the research methodologies? Analyze its literature review, the samples and variables used, the results, and the conclusions.
  • Does the research seem to be complete? Could it have been conducted more soundly? What further questions does it raise?
  • If there are conflicting studies, why do you think that is?
  • How are the authors viewed in the field? Has this study been cited? If so, how has it been analyzed?

Tips: 

  • Review the abstracts carefully.  
  • Keep careful notes so that you may track your thought processes during the research process.
  • Create a matrix of the studies for easy analysis, and synthesis, across all of the studies.
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Introduction

Literature reviews take time. here is some general information to know before you start.  .

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What is a Literature Review? How to Write It (with Examples)

literature review

A literature review is a critical analysis and synthesis of existing research on a particular topic. It provides an overview of the current state of knowledge, identifies gaps, and highlights key findings in the literature. 1 The purpose of a literature review is to situate your own research within the context of existing scholarship, demonstrating your understanding of the topic and showing how your work contributes to the ongoing conversation in the field. Learning how to write a literature review is a critical tool for successful research. Your ability to summarize and synthesize prior research pertaining to a certain topic demonstrates your grasp on the topic of study, and assists in the learning process. 

Table of Contents

What is the purpose of literature review , a. habitat loss and species extinction: , b. range shifts and phenological changes: , c. ocean acidification and coral reefs: , d. adaptive strategies and conservation efforts: .

  • Choose a Topic and Define the Research Question: 
  • Decide on the Scope of Your Review: 
  • Select Databases for Searches: 
  • Conduct Searches and Keep Track: 
  • Review the Literature: 
  • Organize and Write Your Literature Review: 
  • How to write a literature review faster with Paperpal? 

Frequently asked questions 

What is a literature review .

A well-conducted literature review demonstrates the researcher’s familiarity with the existing literature, establishes the context for their own research, and contributes to scholarly conversations on the topic. One of the purposes of a literature review is also to help researchers avoid duplicating previous work and ensure that their research is informed by and builds upon the existing body of knowledge.

journal in literature review

A literature review serves several important purposes within academic and research contexts. Here are some key objectives and functions of a literature review: 2  

1. Contextualizing the Research Problem: The literature review provides a background and context for the research problem under investigation. It helps to situate the study within the existing body of knowledge. 

2. Identifying Gaps in Knowledge: By identifying gaps, contradictions, or areas requiring further research, the researcher can shape the research question and justify the significance of the study. This is crucial for ensuring that the new research contributes something novel to the field.

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3. Understanding Theoretical and Conceptual Frameworks: Literature reviews help researchers gain an understanding of the theoretical and conceptual frameworks used in previous studies. This aids in the development of a theoretical framework for the current research. 

4. Providing Methodological Insights: Another purpose of literature reviews is that it allows researchers to learn about the methodologies employed in previous studies. This can help in choosing appropriate research methods for the current study and avoiding pitfalls that others may have encountered. 

5. Establishing Credibility: A well-conducted literature review demonstrates the researcher’s familiarity with existing scholarship, establishing their credibility and expertise in the field. It also helps in building a solid foundation for the new research. 

6. Informing Hypotheses or Research Questions: The literature review guides the formulation of hypotheses or research questions by highlighting relevant findings and areas of uncertainty in existing literature. 

Literature review example 

Let’s delve deeper with a literature review example: Let’s say your literature review is about the impact of climate change on biodiversity. You might format your literature review into sections such as the effects of climate change on habitat loss and species extinction, phenological changes, and marine biodiversity. Each section would then summarize and analyze relevant studies in those areas, highlighting key findings and identifying gaps in the research. The review would conclude by emphasizing the need for further research on specific aspects of the relationship between climate change and biodiversity. The following literature review template provides a glimpse into the recommended literature review structure and content, demonstrating how research findings are organized around specific themes within a broader topic. 

Literature Review on Climate Change Impacts on Biodiversity:  

Climate change is a global phenomenon with far-reaching consequences, including significant impacts on biodiversity. This literature review synthesizes key findings from various studies: 

Climate change-induced alterations in temperature and precipitation patterns contribute to habitat loss, affecting numerous species (Thomas et al., 2004). The review discusses how these changes increase the risk of extinction, particularly for species with specific habitat requirements. 

Observations of range shifts and changes in the timing of biological events (phenology) are documented in response to changing climatic conditions (Parmesan & Yohe, 2003). These shifts affect ecosystems and may lead to mismatches between species and their resources. 

The review explores the impact of climate change on marine biodiversity, emphasizing ocean acidification’s threat to coral reefs (Hoegh-Guldberg et al., 2007). Changes in pH levels negatively affect coral calcification, disrupting the delicate balance of marine ecosystems. 

Recognizing the urgency of the situation, the literature review discusses various adaptive strategies adopted by species and conservation efforts aimed at mitigating the impacts of climate change on biodiversity (Hannah et al., 2007). It emphasizes the importance of interdisciplinary approaches for effective conservation planning. 

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How to write a good literature review 

Writing a literature review involves summarizing and synthesizing existing research on a particular topic. A good literature review format should include the following elements. 

Introduction: The introduction sets the stage for your literature review, providing context and introducing the main focus of your review. 

  • Opening Statement: Begin with a general statement about the broader topic and its significance in the field. 
  • Scope and Purpose: Clearly define the scope of your literature review. Explain the specific research question or objective you aim to address. 
  • Organizational Framework: Briefly outline the structure of your literature review, indicating how you will categorize and discuss the existing research. 
  • Significance of the Study: Highlight why your literature review is important and how it contributes to the understanding of the chosen topic. 
  • Thesis Statement: Conclude the introduction with a concise thesis statement that outlines the main argument or perspective you will develop in the body of the literature review. 

Body: The body of the literature review is where you provide a comprehensive analysis of existing literature, grouping studies based on themes, methodologies, or other relevant criteria. 

  • Organize by Theme or Concept: Group studies that share common themes, concepts, or methodologies. Discuss each theme or concept in detail, summarizing key findings and identifying gaps or areas of disagreement. 
  • Critical Analysis: Evaluate the strengths and weaknesses of each study. Discuss the methodologies used, the quality of evidence, and the overall contribution of each work to the understanding of the topic. 
  • Synthesis of Findings: Synthesize the information from different studies to highlight trends, patterns, or areas of consensus in the literature. 
  • Identification of Gaps: Discuss any gaps or limitations in the existing research and explain how your review contributes to filling these gaps. 
  • Transition between Sections: Provide smooth transitions between different themes or concepts to maintain the flow of your literature review. 
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Conclusion: The conclusion of your literature review should summarize the main findings, highlight the contributions of the review, and suggest avenues for future research. 

  • Summary of Key Findings: Recap the main findings from the literature and restate how they contribute to your research question or objective. 
  • Contributions to the Field: Discuss the overall contribution of your literature review to the existing knowledge in the field. 
  • Implications and Applications: Explore the practical implications of the findings and suggest how they might impact future research or practice. 
  • Recommendations for Future Research: Identify areas that require further investigation and propose potential directions for future research in the field. 
  • Final Thoughts: Conclude with a final reflection on the importance of your literature review and its relevance to the broader academic community. 

what is a literature review

Conducting a literature review 

Conducting a literature review is an essential step in research that involves reviewing and analyzing existing literature on a specific topic. It’s important to know how to do a literature review effectively, so here are the steps to follow: 1  

Choose a Topic and Define the Research Question:  

  • Select a topic that is relevant to your field of study. 
  • Clearly define your research question or objective. Determine what specific aspect of the topic do you want to explore? 

Decide on the Scope of Your Review:  

  • Determine the timeframe for your literature review. Are you focusing on recent developments, or do you want a historical overview? 
  • Consider the geographical scope. Is your review global, or are you focusing on a specific region? 
  • Define the inclusion and exclusion criteria. What types of sources will you include? Are there specific types of studies or publications you will exclude? 

Select Databases for Searches:  

  • Identify relevant databases for your field. Examples include PubMed, IEEE Xplore, Scopus, Web of Science, and Google Scholar. 
  • Consider searching in library catalogs, institutional repositories, and specialized databases related to your topic. 

Conduct Searches and Keep Track:  

  • Develop a systematic search strategy using keywords, Boolean operators (AND, OR, NOT), and other search techniques. 
  • Record and document your search strategy for transparency and replicability. 
  • Keep track of the articles, including publication details, abstracts, and links. Use citation management tools like EndNote, Zotero, or Mendeley to organize your references. 

Review the Literature:  

  • Evaluate the relevance and quality of each source. Consider the methodology, sample size, and results of studies. 
  • Organize the literature by themes or key concepts. Identify patterns, trends, and gaps in the existing research. 
  • Summarize key findings and arguments from each source. Compare and contrast different perspectives. 
  • Identify areas where there is a consensus in the literature and where there are conflicting opinions. 
  • Provide critical analysis and synthesis of the literature. What are the strengths and weaknesses of existing research? 

Organize and Write Your Literature Review:  

  • Literature review outline should be based on themes, chronological order, or methodological approaches. 
  • Write a clear and coherent narrative that synthesizes the information gathered. 
  • Use proper citations for each source and ensure consistency in your citation style (APA, MLA, Chicago, etc.). 
  • Conclude your literature review by summarizing key findings, identifying gaps, and suggesting areas for future research. 

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journal in literature review

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A literature review is a critical and comprehensive analysis of existing literature (published and unpublished works) on a specific topic or research question and provides a synthesis of the current state of knowledge in a particular field. A well-conducted literature review is crucial for researchers to build upon existing knowledge, avoid duplication of efforts, and contribute to the advancement of their field. It also helps researchers situate their work within a broader context and facilitates the development of a sound theoretical and conceptual framework for their studies.

Literature review is a crucial component of research writing, providing a solid background for a research paper’s investigation. The aim is to keep professionals up to date by providing an understanding of ongoing developments within a specific field, including research methods, and experimental techniques used in that field, and present that knowledge in the form of a written report. Also, the depth and breadth of the literature review emphasizes the credibility of the scholar in his or her field.  

Before writing a literature review, it’s essential to undertake several preparatory steps to ensure that your review is well-researched, organized, and focused. This includes choosing a topic of general interest to you and doing exploratory research on that topic, writing an annotated bibliography, and noting major points, especially those that relate to the position you have taken on the topic. 

Literature reviews and academic research papers are essential components of scholarly work but serve different purposes within the academic realm. 3 A literature review aims to provide a foundation for understanding the current state of research on a particular topic, identify gaps or controversies, and lay the groundwork for future research. Therefore, it draws heavily from existing academic sources, including books, journal articles, and other scholarly publications. In contrast, an academic research paper aims to present new knowledge, contribute to the academic discourse, and advance the understanding of a specific research question. Therefore, it involves a mix of existing literature (in the introduction and literature review sections) and original data or findings obtained through research methods. 

Literature reviews are essential components of academic and research papers, and various strategies can be employed to conduct them effectively. If you want to know how to write a literature review for a research paper, here are four common approaches that are often used by researchers.  Chronological Review: This strategy involves organizing the literature based on the chronological order of publication. It helps to trace the development of a topic over time, showing how ideas, theories, and research have evolved.  Thematic Review: Thematic reviews focus on identifying and analyzing themes or topics that cut across different studies. Instead of organizing the literature chronologically, it is grouped by key themes or concepts, allowing for a comprehensive exploration of various aspects of the topic.  Methodological Review: This strategy involves organizing the literature based on the research methods employed in different studies. It helps to highlight the strengths and weaknesses of various methodologies and allows the reader to evaluate the reliability and validity of the research findings.  Theoretical Review: A theoretical review examines the literature based on the theoretical frameworks used in different studies. This approach helps to identify the key theories that have been applied to the topic and assess their contributions to the understanding of the subject.  It’s important to note that these strategies are not mutually exclusive, and a literature review may combine elements of more than one approach. The choice of strategy depends on the research question, the nature of the literature available, and the goals of the review. Additionally, other strategies, such as integrative reviews or systematic reviews, may be employed depending on the specific requirements of the research.

The literature review format can vary depending on the specific publication guidelines. However, there are some common elements and structures that are often followed. Here is a general guideline for the format of a literature review:  Introduction:   Provide an overview of the topic.  Define the scope and purpose of the literature review.  State the research question or objective.  Body:   Organize the literature by themes, concepts, or chronology.  Critically analyze and evaluate each source.  Discuss the strengths and weaknesses of the studies.  Highlight any methodological limitations or biases.  Identify patterns, connections, or contradictions in the existing research.  Conclusion:   Summarize the key points discussed in the literature review.  Highlight the research gap.  Address the research question or objective stated in the introduction.  Highlight the contributions of the review and suggest directions for future research.

Both annotated bibliographies and literature reviews involve the examination of scholarly sources. While annotated bibliographies focus on individual sources with brief annotations, literature reviews provide a more in-depth, integrated, and comprehensive analysis of existing literature on a specific topic. The key differences are as follows: 

  Annotated Bibliography  Literature Review 
Purpose  List of citations of books, articles, and other sources with a brief description (annotation) of each source.  Comprehensive and critical analysis of existing literature on a specific topic. 
Focus  Summary and evaluation of each source, including its relevance, methodology, and key findings.  Provides an overview of the current state of knowledge on a particular subject and identifies gaps, trends, and patterns in existing literature. 
Structure  Each citation is followed by a concise paragraph (annotation) that describes the source’s content, methodology, and its contribution to the topic.  The literature review is organized thematically or chronologically and involves a synthesis of the findings from different sources to build a narrative or argument. 
Length  Typically 100-200 words  Length of literature review ranges from a few pages to several chapters 
Independence  Each source is treated separately, with less emphasis on synthesizing the information across sources.  The writer synthesizes information from multiple sources to present a cohesive overview of the topic. 

References 

  • Denney, A. S., & Tewksbury, R. (2013). How to write a literature review.  Journal of criminal justice education ,  24 (2), 218-234. 
  • Pan, M. L. (2016).  Preparing literature reviews: Qualitative and quantitative approaches . Taylor & Francis. 
  • Cantero, C. (2019). How to write a literature review.  San José State University Writing Center . 

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  • What is a Literature Review? | Guide, Template, & Examples

What is a Literature Review? | Guide, Template, & Examples

Published on 22 February 2022 by Shona McCombes . Revised on 7 June 2022.

What is a literature review? A literature review is a survey of scholarly sources on a specific topic. It provides an overview of current knowledge, allowing you to identify relevant theories, methods, and gaps in the existing research.

There are five key steps to writing a literature review:

  • Search for relevant literature
  • Evaluate sources
  • Identify themes, debates and gaps
  • Outline the structure
  • Write your literature review

A good literature review doesn’t just summarise sources – it analyses, synthesises, and critically evaluates to give a clear picture of the state of knowledge on the subject.

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Table of contents

Why write a literature review, examples of literature reviews, step 1: search for relevant literature, step 2: evaluate and select sources, step 3: identify themes, debates and gaps, step 4: outline your literature review’s structure, step 5: write your literature review, frequently asked questions about literature reviews, introduction.

  • Quick Run-through
  • Step 1 & 2

When you write a dissertation or thesis, you will have to conduct a literature review to situate your research within existing knowledge. The literature review gives you a chance to:

  • Demonstrate your familiarity with the topic and scholarly context
  • Develop a theoretical framework and methodology for your research
  • Position yourself in relation to other researchers and theorists
  • Show how your dissertation addresses a gap or contributes to a debate

You might also have to write a literature review as a stand-alone assignment. In this case, the purpose is to evaluate the current state of research and demonstrate your knowledge of scholarly debates around a topic.

The content will look slightly different in each case, but the process of conducting a literature review follows the same steps. We’ve written a step-by-step guide that you can follow below.

Literature review guide

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Writing literature reviews can be quite challenging! A good starting point could be to look at some examples, depending on what kind of literature review you’d like to write.

  • Example literature review #1: “Why Do People Migrate? A Review of the Theoretical Literature” ( Theoretical literature review about the development of economic migration theory from the 1950s to today.)
  • Example literature review #2: “Literature review as a research methodology: An overview and guidelines” ( Methodological literature review about interdisciplinary knowledge acquisition and production.)
  • Example literature review #3: “The Use of Technology in English Language Learning: A Literature Review” ( Thematic literature review about the effects of technology on language acquisition.)
  • Example literature review #4: “Learners’ Listening Comprehension Difficulties in English Language Learning: A Literature Review” ( Chronological literature review about how the concept of listening skills has changed over time.)

You can also check out our templates with literature review examples and sample outlines at the links below.

Download Word doc Download Google doc

Before you begin searching for literature, you need a clearly defined topic .

If you are writing the literature review section of a dissertation or research paper, you will search for literature related to your research objectives and questions .

If you are writing a literature review as a stand-alone assignment, you will have to choose a focus and develop a central question to direct your search. Unlike a dissertation research question, this question has to be answerable without collecting original data. You should be able to answer it based only on a review of existing publications.

Make a list of keywords

Start by creating a list of keywords related to your research topic. Include each of the key concepts or variables you’re interested in, and list any synonyms and related terms. You can add to this list if you discover new keywords in the process of your literature search.

  • Social media, Facebook, Instagram, Twitter, Snapchat, TikTok
  • Body image, self-perception, self-esteem, mental health
  • Generation Z, teenagers, adolescents, youth

Search for relevant sources

Use your keywords to begin searching for sources. Some databases to search for journals and articles include:

  • Your university’s library catalogue
  • Google Scholar
  • Project Muse (humanities and social sciences)
  • Medline (life sciences and biomedicine)
  • EconLit (economics)
  • Inspec (physics, engineering and computer science)

You can use boolean operators to help narrow down your search:

Read the abstract to find out whether an article is relevant to your question. When you find a useful book or article, you can check the bibliography to find other relevant sources.

To identify the most important publications on your topic, take note of recurring citations. If the same authors, books or articles keep appearing in your reading, make sure to seek them out.

You probably won’t be able to read absolutely everything that has been written on the topic – you’ll have to evaluate which sources are most relevant to your questions.

For each publication, ask yourself:

  • What question or problem is the author addressing?
  • What are the key concepts and how are they defined?
  • What are the key theories, models and methods? Does the research use established frameworks or take an innovative approach?
  • What are the results and conclusions of the study?
  • How does the publication relate to other literature in the field? Does it confirm, add to, or challenge established knowledge?
  • How does the publication contribute to your understanding of the topic? What are its key insights and arguments?
  • What are the strengths and weaknesses of the research?

Make sure the sources you use are credible, and make sure you read any landmark studies and major theories in your field of research.

You can find out how many times an article has been cited on Google Scholar – a high citation count means the article has been influential in the field, and should certainly be included in your literature review.

The scope of your review will depend on your topic and discipline: in the sciences you usually only review recent literature, but in the humanities you might take a long historical perspective (for example, to trace how a concept has changed in meaning over time).

Remember that you can use our template to summarise and evaluate sources you’re thinking about using!

Take notes and cite your sources

As you read, you should also begin the writing process. Take notes that you can later incorporate into the text of your literature review.

It’s important to keep track of your sources with references to avoid plagiarism . It can be helpful to make an annotated bibliography, where you compile full reference information and write a paragraph of summary and analysis for each source. This helps you remember what you read and saves time later in the process.

You can use our free APA Reference Generator for quick, correct, consistent citations.

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To begin organising your literature review’s argument and structure, you need to understand the connections and relationships between the sources you’ve read. Based on your reading and notes, you can look for:

  • Trends and patterns (in theory, method or results): do certain approaches become more or less popular over time?
  • Themes: what questions or concepts recur across the literature?
  • Debates, conflicts and contradictions: where do sources disagree?
  • Pivotal publications: are there any influential theories or studies that changed the direction of the field?
  • Gaps: what is missing from the literature? Are there weaknesses that need to be addressed?

This step will help you work out the structure of your literature review and (if applicable) show how your own research will contribute to existing knowledge.

  • Most research has focused on young women.
  • There is an increasing interest in the visual aspects of social media.
  • But there is still a lack of robust research on highly-visual platforms like Instagram and Snapchat – this is a gap that you could address in your own research.

There are various approaches to organising the body of a literature review. You should have a rough idea of your strategy before you start writing.

Depending on the length of your literature review, you can combine several of these strategies (for example, your overall structure might be thematic, but each theme is discussed chronologically).

Chronological

The simplest approach is to trace the development of the topic over time. However, if you choose this strategy, be careful to avoid simply listing and summarising sources in order.

Try to analyse patterns, turning points and key debates that have shaped the direction of the field. Give your interpretation of how and why certain developments occurred.

If you have found some recurring central themes, you can organise your literature review into subsections that address different aspects of the topic.

For example, if you are reviewing literature about inequalities in migrant health outcomes, key themes might include healthcare policy, language barriers, cultural attitudes, legal status, and economic access.

Methodological

If you draw your sources from different disciplines or fields that use a variety of research methods , you might want to compare the results and conclusions that emerge from different approaches. For example:

  • Look at what results have emerged in qualitative versus quantitative research
  • Discuss how the topic has been approached by empirical versus theoretical scholarship
  • Divide the literature into sociological, historical, and cultural sources

Theoretical

A literature review is often the foundation for a theoretical framework . You can use it to discuss various theories, models, and definitions of key concepts.

You might argue for the relevance of a specific theoretical approach, or combine various theoretical concepts to create a framework for your research.

Like any other academic text, your literature review should have an introduction , a main body, and a conclusion . What you include in each depends on the objective of your literature review.

The introduction should clearly establish the focus and purpose of the literature review.

If you are writing the literature review as part of your dissertation or thesis, reiterate your central problem or research question and give a brief summary of the scholarly context. You can emphasise the timeliness of the topic (“many recent studies have focused on the problem of x”) or highlight a gap in the literature (“while there has been much research on x, few researchers have taken y into consideration”).

Depending on the length of your literature review, you might want to divide the body into subsections. You can use a subheading for each theme, time period, or methodological approach.

As you write, make sure to follow these tips:

  • Summarise and synthesise: give an overview of the main points of each source and combine them into a coherent whole.
  • Analyse and interpret: don’t just paraphrase other researchers – add your own interpretations, discussing the significance of findings in relation to the literature as a whole.
  • Critically evaluate: mention the strengths and weaknesses of your sources.
  • Write in well-structured paragraphs: use transitions and topic sentences to draw connections, comparisons and contrasts.

In the conclusion, you should summarise the key findings you have taken from the literature and emphasise their significance.

If the literature review is part of your dissertation or thesis, reiterate how your research addresses gaps and contributes new knowledge, or discuss how you have drawn on existing theories and methods to build a framework for your research. This can lead directly into your methodology section.

A literature review is a survey of scholarly sources (such as books, journal articles, and theses) related to a specific topic or research question .

It is often written as part of a dissertation , thesis, research paper , or proposal .

There are several reasons to conduct a literature review at the beginning of a research project:

  • To familiarise yourself with the current state of knowledge on your topic
  • To ensure that you’re not just repeating what others have already done
  • To identify gaps in knowledge and unresolved problems that your research can address
  • To develop your theoretical framework and methodology
  • To provide an overview of the key findings and debates on the topic

Writing the literature review shows your reader how your work relates to existing research and what new insights it will contribute.

The literature review usually comes near the beginning of your  dissertation . After the introduction , it grounds your research in a scholarly field and leads directly to your theoretical framework or methodology .

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Libraries | Research Guides

Literature reviews, what is a literature review, learning more about how to do a literature review.

  • Planning the Review
  • The Research Question
  • Choosing Where to Search
  • Organizing the Review
  • Writing the Review

A literature review is a review and synthesis of existing research on a topic or research question. A literature review is meant to analyze the scholarly literature, make connections across writings and identify strengths, weaknesses, trends, and missing conversations. A literature review should address different aspects of a topic as it relates to your research question. A literature review goes beyond a description or summary of the literature you have read. 

  • Sage Research Methods Core This link opens in a new window SAGE Research Methods supports research at all levels by providing material to guide users through every step of the research process. SAGE Research Methods is the ultimate methods library with more than 1000 books, reference works, journal articles, and instructional videos by world-leading academics from across the social sciences, including the largest collection of qualitative methods books available online from any scholarly publisher. – Publisher

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How to Write a Literature Review

What is a literature review.

  • What Is the Literature
  • Writing the Review

A literature review is much more than an annotated bibliography or a list of separate reviews of articles and books. It is a critical, analytical summary and synthesis of the current knowledge of a topic. Thus it should compare and relate different theories, findings, etc, rather than just summarize them individually. In addition, it should have a particular focus or theme to organize the review. It does not have to be an exhaustive account of everything published on the topic, but it should discuss all the significant academic literature and other relevant sources important for that focus.

This is meant to be a general guide to writing a literature review: ways to structure one, what to include, how it supplements other research. For more specific help on writing a review, and especially for help on finding the literature to review, sign up for a Personal Research Session .

The specific organization of a literature review depends on the type and purpose of the review, as well as on the specific field or topic being reviewed. But in general, it is a relatively brief but thorough exploration of past and current work on a topic. Rather than a chronological listing of previous work, though, literature reviews are usually organized thematically, such as different theoretical approaches, methodologies, or specific issues or concepts involved in the topic. A thematic organization makes it much easier to examine contrasting perspectives, theoretical approaches, methodologies, findings, etc, and to analyze the strengths and weaknesses of, and point out any gaps in, previous research. And this is the heart of what a literature review is about. A literature review may offer new interpretations, theoretical approaches, or other ideas; if it is part of a research proposal or report it should demonstrate the relationship of the proposed or reported research to others' work; but whatever else it does, it must provide a critical overview of the current state of research efforts. 

Literature reviews are common and very important in the sciences and social sciences. They are less common and have a less important role in the humanities, but they do have a place, especially stand-alone reviews.

Types of Literature Reviews

There are different types of literature reviews, and different purposes for writing a review, but the most common are:

  • Stand-alone literature review articles . These provide an overview and analysis of the current state of research on a topic or question. The goal is to evaluate and compare previous research on a topic to provide an analysis of what is currently known, and also to reveal controversies, weaknesses, and gaps in current work, thus pointing to directions for future research. You can find examples published in any number of academic journals, but there is a series of Annual Reviews of *Subject* which are specifically devoted to literature review articles. Writing a stand-alone review is often an effective way to get a good handle on a topic and to develop ideas for your own research program. For example, contrasting theoretical approaches or conflicting interpretations of findings can be the basis of your research project: can you find evidence supporting one interpretation against another, or can you propose an alternative interpretation that overcomes their limitations?
  • Part of a research proposal . This could be a proposal for a PhD dissertation, a senior thesis, or a class project. It could also be a submission for a grant. The literature review, by pointing out the current issues and questions concerning a topic, is a crucial part of demonstrating how your proposed research will contribute to the field, and thus of convincing your thesis committee to allow you to pursue the topic of your interest or a funding agency to pay for your research efforts.
  • Part of a research report . When you finish your research and write your thesis or paper to present your findings, it should include a literature review to provide the context to which your work is a contribution. Your report, in addition to detailing the methods, results, etc. of your research, should show how your work relates to others' work.

A literature review for a research report is often a revision of the review for a research proposal, which can be a revision of a stand-alone review. Each revision should be a fairly extensive revision. With the increased knowledge of and experience in the topic as you proceed, your understanding of the topic will increase. Thus, you will be in a better position to analyze and critique the literature. In addition, your focus will change as you proceed in your research. Some areas of the literature you initially reviewed will be marginal or irrelevant for your eventual research, and you will need to explore other areas more thoroughly. 

Examples of Literature Reviews

See the series of Annual Reviews of *Subject* which are specifically devoted to literature review articles to find many examples of stand-alone literature reviews in the biomedical, physical, and social sciences. 

Research report articles vary in how they are organized, but a common general structure is to have sections such as:

  • Abstract - Brief summary of the contents of the article
  • Introduction - A explanation of the purpose of the study, a statement of the research question(s) the study intends to address
  • Literature review - A critical assessment of the work done so far on this topic, to show how the current study relates to what has already been done
  • Methods - How the study was carried out (e.g. instruments or equipment, procedures, methods to gather and analyze data)
  • Results - What was found in the course of the study
  • Discussion - What do the results mean
  • Conclusion - State the conclusions and implications of the results, and discuss how it relates to the work reviewed in the literature review; also, point to directions for further work in the area

Here are some articles that illustrate variations on this theme. There is no need to read the entire articles (unless the contents interest you); just quickly browse through to see the sections, and see how each section is introduced and what is contained in them.

The Determinants of Undergraduate Grade Point Average: The Relative Importance of Family Background, High School Resources, and Peer Group Effects , in The Journal of Human Resources , v. 34 no. 2 (Spring 1999), p. 268-293.

This article has a standard breakdown of sections:

  • Introduction
  • Literature Review
  • Some discussion sections

First Encounters of the Bureaucratic Kind: Early Freshman Experiences with a Campus Bureaucracy , in The Journal of Higher Education , v. 67 no. 6 (Nov-Dec 1996), p. 660-691.

This one does not have a section specifically labeled as a "literature review" or "review of the literature," but the first few sections cite a long list of other sources discussing previous research in the area before the authors present their own study they are reporting.

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How to Write a Literature Review

What's a literature review.

  • Literature Reviews: A Recap
  • Reading Journal Articles
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  • 1. Identify the Question
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  • 4. Manage Your References
  • 5. Critically Analyze and Evaluate
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  • 7. Write a Literature Review

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What's a Literature Review? 

A literature review (or "lit review," for short) is an in-depth critical analysis of published scholarly research related to a specific topic. Published scholarly research (aka, "the literature") may include journal articles, books, book chapters, dissertations and thesis, or conference proceedings. 

A solid lit review must:

  • be organized around and related directly to the thesis or research question you're developing
  • synthesize results into a summary of what is and is not known
  • identify areas of controversy in the literature
  • formulate questions that need further research

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Literature Review as a Research Methodology: An overview and guidelines

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  • v.8(3); 2016 Jul

The Literature Review: A Foundation for High-Quality Medical Education Research

a  These are subscription resources. Researchers should check with their librarian to determine their access rights.

Despite a surge in published scholarship in medical education 1 and rapid growth in journals that publish educational research, manuscript acceptance rates continue to fall. 2 Failure to conduct a thorough, accurate, and up-to-date literature review identifying an important problem and placing the study in context is consistently identified as one of the top reasons for rejection. 3 , 4 The purpose of this editorial is to provide a road map and practical recommendations for planning a literature review. By understanding the goals of a literature review and following a few basic processes, authors can enhance both the quality of their educational research and the likelihood of publication in the Journal of Graduate Medical Education ( JGME ) and in other journals.

The Literature Review Defined

In medical education, no organization has articulated a formal definition of a literature review for a research paper; thus, a literature review can take a number of forms. Depending on the type of article, target journal, and specific topic, these forms will vary in methodology, rigor, and depth. Several organizations have published guidelines for conducting an intensive literature search intended for formal systematic reviews, both broadly (eg, PRISMA) 5 and within medical education, 6 and there are excellent commentaries to guide authors of systematic reviews. 7 , 8

  • A literature review forms the basis for high-quality medical education research and helps maximize relevance, originality, generalizability, and impact.
  • A literature review provides context, informs methodology, maximizes innovation, avoids duplicative research, and ensures that professional standards are met.
  • Literature reviews take time, are iterative, and should continue throughout the research process.
  • Researchers should maximize the use of human resources (librarians, colleagues), search tools (databases/search engines), and existing literature (related articles).
  • Keeping organized is critical.

Such work is outside the scope of this article, which focuses on literature reviews to inform reports of original medical education research. We define such a literature review as a synthetic review and summary of what is known and unknown regarding the topic of a scholarly body of work, including the current work's place within the existing knowledge . While this type of literature review may not require the intensive search processes mandated by systematic reviews, it merits a thoughtful and rigorous approach.

Purpose and Importance of the Literature Review

An understanding of the current literature is critical for all phases of a research study. Lingard 9 recently invoked the “journal-as-conversation” metaphor as a way of understanding how one's research fits into the larger medical education conversation. As she described it: “Imagine yourself joining a conversation at a social event. After you hang about eavesdropping to get the drift of what's being said (the conversational equivalent of the literature review), you join the conversation with a contribution that signals your shared interest in the topic, your knowledge of what's already been said, and your intention.” 9

The literature review helps any researcher “join the conversation” by providing context, informing methodology, identifying innovation, minimizing duplicative research, and ensuring that professional standards are met. Understanding the current literature also promotes scholarship, as proposed by Boyer, 10 by contributing to 5 of the 6 standards by which scholarly work should be evaluated. 11 Specifically, the review helps the researcher (1) articulate clear goals, (2) show evidence of adequate preparation, (3) select appropriate methods, (4) communicate relevant results, and (5) engage in reflective critique.

Failure to conduct a high-quality literature review is associated with several problems identified in the medical education literature, including studies that are repetitive, not grounded in theory, methodologically weak, and fail to expand knowledge beyond a single setting. 12 Indeed, medical education scholars complain that many studies repeat work already published and contribute little new knowledge—a likely cause of which is failure to conduct a proper literature review. 3 , 4

Likewise, studies that lack theoretical grounding or a conceptual framework make study design and interpretation difficult. 13 When theory is used in medical education studies, it is often invoked at a superficial level. As Norman 14 noted, when theory is used appropriately, it helps articulate variables that might be linked together and why, and it allows the researcher to make hypotheses and define a study's context and scope. Ultimately, a proper literature review is a first critical step toward identifying relevant conceptual frameworks.

Another problem is that many medical education studies are methodologically weak. 12 Good research requires trained investigators who can articulate relevant research questions, operationally define variables of interest, and choose the best method for specific research questions. Conducting a proper literature review helps both novice and experienced researchers select rigorous research methodologies.

Finally, many studies in medical education are “one-offs,” that is, single studies undertaken because the opportunity presented itself locally. Such studies frequently are not oriented toward progressive knowledge building and generalization to other settings. A firm grasp of the literature can encourage a programmatic approach to research.

Approaching the Literature Review

Considering these issues, journals have a responsibility to demand from authors a thoughtful synthesis of their study's position within the field, and it is the authors' responsibility to provide such a synthesis, based on a literature review. The aforementioned purposes of the literature review mandate that the review occurs throughout all phases of a study, from conception and design, to implementation and analysis, to manuscript preparation and submission.

Planning the literature review requires understanding of journal requirements, which vary greatly by journal ( table 1 ). Authors are advised to take note of common problems with reporting results of the literature review. Table 2 lists the most common problems that we have encountered as authors, reviewers, and editors.

Sample of Journals' Author Instructions for Literature Reviews Conducted as Part of Original Research Article a

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Common Problem Areas for Reporting Literature Reviews in the Context of Scholarly Articles

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Locating and Organizing the Literature

Three resources may facilitate identifying relevant literature: human resources, search tools, and related literature. As the process requires time, it is important to begin searching for literature early in the process (ie, the study design phase). Identifying and understanding relevant studies will increase the likelihood of designing a relevant, adaptable, generalizable, and novel study that is based on educational or learning theory and can maximize impact.

Human Resources

A medical librarian can help translate research interests into an effective search strategy, familiarize researchers with available information resources, provide information on organizing information, and introduce strategies for keeping current with emerging research. Often, librarians are also aware of research across their institutions and may be able to connect researchers with similar interests. Reaching out to colleagues for suggestions may help researchers quickly locate resources that would not otherwise be on their radar.

During this process, researchers will likely identify other researchers writing on aspects of their topic. Researchers should consider searching for the publications of these relevant researchers (see table 3 for search strategies). Additionally, institutional websites may include curriculum vitae of such relevant faculty with access to their entire publication record, including difficult to locate publications, such as book chapters, dissertations, and technical reports.

Strategies for Finding Related Researcher Publications in Databases and Search Engines

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Search Tools and Related Literature

Researchers will locate the majority of needed information using databases and search engines. Excellent resources are available to guide researchers in the mechanics of literature searches. 15 , 16

Because medical education research draws on a variety of disciplines, researchers should include search tools with coverage beyond medicine (eg, psychology, nursing, education, and anthropology) and that cover several publication types, such as reports, standards, conference abstracts, and book chapters (see the box for several information resources). Many search tools include options for viewing citations of selected articles. Examining cited references provides additional articles for review and a sense of the influence of the selected article on its field.

Box Information Resources

  • Web of Science a
  • Education Resource Information Center (ERIC)
  • Cumulative Index of Nursing & Allied Health (CINAHL) a
  • Google Scholar

Once relevant articles are located, it is useful to mine those articles for additional citations. One strategy is to examine references of key articles, especially review articles, for relevant citations.

Getting Organized

As the aforementioned resources will likely provide a tremendous amount of information, organization is crucial. Researchers should determine which details are most important to their study (eg, participants, setting, methods, and outcomes) and generate a strategy for keeping those details organized and accessible. Increasingly, researchers utilize digital tools, such as Evernote, to capture such information, which enables accessibility across digital workspaces and search capabilities. Use of citation managers can also be helpful as they store citations and, in some cases, can generate bibliographies ( table 4 ).

Citation Managers

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Knowing When to Say When

Researchers often ask how to know when they have located enough citations. Unfortunately, there is no magic or ideal number of citations to collect. One strategy for checking coverage of the literature is to inspect references of relevant articles. As researchers review references they will start noticing a repetition of the same articles with few new articles appearing. This can indicate that the researcher has covered the literature base on a particular topic.

Putting It All Together

In preparing to write a research paper, it is important to consider which citations to include and how they will inform the introduction and discussion sections. The “Instructions to Authors” for the targeted journal will often provide guidance on structuring the literature review (or introduction) and the number of total citations permitted for each article category. Reviewing articles of similar type published in the targeted journal can also provide guidance regarding structure and average lengths of the introduction and discussion sections.

When selecting references for the introduction consider those that illustrate core background theoretical and methodological concepts, as well as recent relevant studies. The introduction should be brief and present references not as a laundry list or narrative of available literature, but rather as a synthesized summary to provide context for the current study and to identify the gap in the literature that the study intends to fill. For the discussion, citations should be thoughtfully selected to compare and contrast the present study's findings with the current literature and to indicate how the present study moves the field forward.

To facilitate writing a literature review, journals are increasingly providing helpful features to guide authors. For example, the resources available through JGME include several articles on writing. 17 The journal Perspectives on Medical Education recently launched “The Writer's Craft,” which is intended to help medical educators improve their writing. Additionally, many institutions have writing centers that provide web-based materials on writing a literature review, and some even have writing coaches.

The literature review is a vital part of medical education research and should occur throughout the research process to help researchers design a strong study and effectively communicate study results and importance. To achieve these goals, researchers are advised to plan and execute the literature review carefully. The guidance in this editorial provides considerations and recommendations that may improve the quality of literature reviews.

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What is a Literature Review?

So, what is a literature review .

"A literature review is an account of what has been published on a topic by accredited scholars and researchers. In writing the literature review, your purpose is to convey to your reader what knowledge and ideas have been established on a topic, and what their strengths and weaknesses are. As a piece of writing, the literature review must be defined by a guiding concept (e.g., your research objective, the problem or issue you are discussing, or your argumentative thesis). It is not just a descriptive list of the material available or a set of summaries." - Quote from Taylor, D. (n.d)."The Literature Review: A Few Tips on Conducting it".

  • Citation: "The Literature Review: A Few Tips on Conducting it"

What kinds of literature reviews are written?

Each field has a particular way to do reviews for academic research literature. In the social sciences and humanities the most common are:

  • Narrative Reviews: The purpose of this type of review is to describe the current state of the research on a specific research topic and to offer a critical analysis of the literature reviewed. Studies are grouped by research/theoretical categories, and themes and trends, strengths and weaknesses, and gaps are identified. The review ends with a conclusion section that summarizes the findings regarding the state of the research of the specific study, the gaps identify and if applicable, explains how the author's research will address gaps identify in the review and expand the knowledge on the topic reviewed.
  • Book review essays/ Historiographical review essays : A type of literature review typical in History and related fields, e.g., Latin American studies. For example, the Latin American Research Review explains that the purpose of this type of review is to “(1) to familiarize readers with the subject, approach, arguments, and conclusions found in a group of books whose common focus is a historical period; a country or region within Latin America; or a practice, development, or issue of interest to specialists and others; (2) to locate these books within current scholarship, critical methodologies, and approaches; and (3) to probe the relation of these new books to previous work on the subject, especially canonical texts. Unlike individual book reviews, the cluster reviews found in LARR seek to address the state of the field or discipline and not solely the works at issue.” - LARR

What are the Goals of Creating a Literature Review?

  • To develop a theory or evaluate an existing theory
  • To summarize the historical or existing state of a research topic
  • Identify a problem in a field of research 
  • Baumeister, R.F. & Leary, M.R. (1997). "Writing narrative literature reviews," Review of General Psychology , 1(3), 311-320.

When do you need to write a Literature Review?

  • When writing a prospectus or a thesis/dissertation
  • When writing a research paper
  • When writing a grant proposal

In all these cases you need to dedicate a chapter in these works to showcase what has been written about your research topic and to point out how your own research will shed new light into a body of scholarship.

Where I can find examples of Literature Reviews?

Note:  In the humanities, even if they don't use the term "literature review", they may have a dedicated  chapter that reviewed the "critical bibliography" or they incorporated that review in the introduction or first chapter of the dissertation, book, or article.

  • UCSB electronic theses and dissertations In partnership with the Graduate Division, the UC Santa Barbara Library is making available theses and dissertations produced by UCSB students. Currently included in ADRL are theses and dissertations that were originally filed electronically, starting in 2011. In future phases of ADRL, all theses and dissertations created by UCSB students may be digitized and made available.

UCSB Only

Where to Find Standalone Literature Reviews

Literature reviews are also written as standalone articles as a way to survey a particular research topic in-depth. This type of literature review looks at a topic from a historical perspective to see how the understanding of the topic has changed over time. 

  • Find e-Journals for Standalone Literature Reviews The best way to get familiar with and to learn how to write literature reviews is by reading them. You can use our Journal Search option to find journals that specialize in publishing literature reviews from major disciplines like anthropology, sociology, etc. Usually these titles are called, "Annual Review of [discipline name] OR [Discipline name] Review. This option works best if you know the title of the publication you are looking for. Below are some examples of these journals! more... less... Journal Search can be found by hovering over the link for Research on the library website.

Social Sciences

  • Annual Review of Anthropology
  • Annual Review of Political Science
  • Annual Review of Sociology
  • Ethnic Studies Review

Hard science and health sciences:

  • Annual Review of Biomedical Data Science
  • Annual Review of Materials Science
  • Systematic Review From journal site: "The journal Systematic Reviews encompasses all aspects of the design, conduct, and reporting of systematic reviews" in the health sciences.
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Developing a Literature Review

1. Purpose and Scope

To help you develop a literature review, gather information on existing research, sub-topics, relevant research, and overlaps. Note initial thoughts on the topic - a mind map or list might be helpful - and avoid unfocused reading, collecting irrelevant content.  A literature review serves to place your research within the context of existing knowledge. It demonstrates your understanding of the field and identifies gaps that your research aims to fill. This helps in justifying the relevance and necessity of your study.

To avoid over-reading, set a target word count for each section and limit reading time. Plan backwards from the deadline and move on to other parts of the investigation. Read major texts and explore up-to-date research. Check reference lists and citation indexes for common standard texts. Be guided by research questions and refocus on your topic when needed. Stop reading if you find similar viewpoints or if you're going off topic.

You can use a "Synthesis Matrix" to keep track of your reading notes. This concept map helps you to provide a summary of the literature and its connections is produced as a result of this study. Utilizing referencing software like RefWorks to obtain citations, you can construct the framework for composing your literature evaluation.

2. Source Selection

Focus on searching for academically authoritative texts such as academic books, journals, research reports, and government publications. These sources are critical for ensuring the credibility and reliability of your review. 

  • Academic Books: Provide comprehensive coverage of a topic.
  • Journal Articles: Offer the most up-to-date research and are essential for a literature review.
  • Research Reports: Detailed accounts of specific research projects.
  • Government Publications: Official documents that provide reliable data and insights.

3. Thematic Analysis

Instead of merely summarizing sources, identify and discuss key themes that emerge from the literature. This involves interpreting and evaluating how different authors have tackled similar issues and how their findings relate to your research.

4. Critical Evaluation

Adopt a critical attitude towards the sources you review. Scrutinize, question, and dissect the material to ensure that your review is not just descriptive but analytical. This helps in highlighting the significance of various sources and their relevance to your research.

Each work's critical assessment should take into account:

Provenance:  What qualifications does the author have? Are the author's claims backed up by proof, such as first-hand accounts from history, case studies, stories, statistics, and current scientific discoveries? Methodology:  Were the strategies employed to locate, collect, and evaluate the data suitable for tackling the study question? Was the sample size suitable? Were the findings properly reported and interpreted? Objectivity : Is the author's viewpoint impartial or biased? Does the author's thesis get supported by evidence that refutes it, or does it ignore certain important facts? Persuasiveness:  Which of the author's arguments is the strongest or weakest in terms of persuasiveness? Value:  Are the author's claims and deductions believable? Does the study ultimately advance our understanding of the issue in any meaningful way?

5. Categorization

Organize your literature review by grouping sources into categories based on themes, relevance to research questions, theoretical paradigms, or chronology. This helps in presenting your findings in a structured manner.

6. Source Validity

Ensure that the sources you include are valid and reliable. Classic texts may retain their authority over time, but for fields that evolve rapidly, prioritize the most recent research. Always check the credibility of the authors and the impact of their work in the field.

7. Synthesis and Findings

Synthesize the information from various sources to draw conclusions about the current state of knowledge. Identify trends, controversies, and gaps in the literature. Relate your findings to your research questions and suggest future directions for research.

Practical Tips

  • Use a variety of sources, including online databases, university libraries, and reference lists from relevant articles. This ensures a comprehensive coverage of the literature.
  • Avoid listing sources without analysis. Use tables, bulk citations, and footnotes to manage references efficiently and make your review more readable.
  • Writing a literature review is an ongoing process. Start writing early and revise as you read more. This iterative process helps in refining your arguments and identifying additional sources as needed.  

Brown University Library (2024) Organizing and Creating Information. Available at: https://libguides.brown.edu/organize/litreview (Accessed: 30 July 2024).

Pacheco-Vega, R. (2016) Synthesizing different bodies of work in your literature review: The Conceptual Synthesis Excel Dump (CSED) technique . Available at: http://www.raulpacheco.org/2016/06/synthesizing-different-bodies-of-work-in-your-literature-review-the-conceptual-synthesis-excel-dump-technique/ (Accessed: 30 July 2024).

Study Advice at the University of Reading (2024) Literature reviews . Available at: https://libguides.reading.ac.uk/literaturereview/developing (Accessed: 31 July 2024).

Further Reading

Frameworks for creating answerable (re)search questions  How to Guide

Literature Searching How to Guide

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Scholarly Articles: How can I tell?

  • Journal Information

Literature Review

  • Author and affiliation
  • Introduction
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The literature review section of an article is a summary or analysis of all the research the author read before doing his/her own research. This section may be part of the introduction or in a section called Background. It provides the background on who has done related research, what that research has or has not uncovered and how the current research contributes to the conversation on the topic. When you read the lit review ask:

  • Does the review of the literature logically lead up to the research questions?
  • Do the authors review articles relevant to their research study?
  • Do the authors show where there are gaps in the literature?

The lit review is also a good place to find other sources you may want to read on this topic to help you get the bigger picture.

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How to... write a literature review

To write a literature review it is important to look at the relationships between different views, draw out the key themes and structure appropriately. See our step by step guide for some useful tips.

On this page

What is a literature review.

  • Why write a literature review

Creating a literature review - step by step guide

Related topics.

journal in literature review

Essentially, it is a description of work that has already been published in a particular field or on a specific topic. There are two main types of literature review:

Research literature review – This doesn’t contain new research but looks at experiments already published and reports on their findings. It gives an overview of what has been said, who the key writers are, the prevailing theories and hypotheses, the questions being asked, and the methods and methodologies that have proved useful. Systematic or evidence-based literature review – Especially popular in medicine, these reviews are designed to find the best form of intervention, or explore summaries and critiques leading to better future practice.

Why write a literature review?

For students, a literature review is often part of a thesis or dissertation, forming an early context-setting chapter. For academics, it is a necessary part of a research paper, setting the scene and showing how their own work contributes to the body of knowledge. 

This guide focuses on literature reviews that go on to be published as individual journal papers.  

Research literature reviews

The format can be purely descriptive, i.e. an annotated bibliography, or it might provide a critical assessment of the literature in a particular field, stating where the weaknesses and gaps are, contrasting the views of particular authors, or raising questions. 

Whichever format you choose, it’s crucial that the review doesn’t just list and paraphrase the content of the papers involved – it should also show evidence of evaluation, and explore relationships between the material so that key themes emerge.

Systematic or evidence-based literature reviews

These use explicit and transparent methods. They follow a standard protocol, or series of steps, often established in consultation with a panel.

All procedures are documented, i.e. there is a research audit trail of databases and search terms used, so that others can easily replicate the steps followed. The documented procedures might include:

  • The search parameters
  • Databases used
  • How papers were analysed
  • Criteria for inclusion in the final review

The systematic review was originally developed in the field of medicine, through the Cochrane Collaboration (Hemsley-Brown and Oplatka, 2006). While its origins lie in the field of evidence-based healthcare, it has also been adopted by some researchers. Because of its rigorous approach and transparent methodology, it helps to eliminate bias from the selection of literature. 

The following steps apply for all types of literature review.

Step 1. Define the problem

It’s important to establish a purpose for your literature review but the key is in finding the right balance – too narrow and you will have limited sources to review, too broad and the list will be endless. Some authors choose to confine their review to a specific time period. 

Step 2. Locate the key literature

It's important to be systematic - whether you follow a list of database references, or jump directly to the citations of a particular article, you need to keep records. These should not only be bibliographic (author, date, title of article/chapter, publication, volume and issue number, edition, etc.), but focus on the content too.

Keywords are a good search strategy and it helps if you are specific (don’t rely on general keywords and phrases). You can also search for key scholars in the field by name.

Too many results returned? Try filtering using the following methods:

  • Metadata: Refine material by author, year of publication or geographic location. 
  • Semantic: Remove words or terms that are spelled the same but differ in meaning.
  • Evidence-grading: Apply a quality filter e.g. sift out non-peer reviewed, or opinion-based, rhetorical, and non-conclusive material. 
  • Accessibility: Is the full-text article available or just the abstract?

You will want to search for relevant materials across a range of media. Possible sources include: 

  • Books (monographs, text books, reference books)
  • Journal articles
  • Newspaper articles
  • Historical records
  • Commercial reports and statistical information
  • Government reports and statistical information
  • Theses and dissertations

If you are attached to a university, the library is probably the best place to start. You could also refer to other relevant library catalogues, such as the British Library catalogue, the National Union Catalogue (Library of Congress), and, through their URLs, other large academic libraries. Most libraries will also have indexes of periodicals, e.g. Business Periodicals Index, and abstracting services, e.g. Dissertation Abstracts.

While there are special circumstances for using old sources, for example in a historical study, or because the work is seminal, ideally you want to focus on the most recently published literature.

Step 3. Analyse the literature

When you are looking at your raw bibliographical data, there are some important points to consider:

  • What are the author's credentials? Are they an expert in the field? Are they affiliated to a reputable organisation?
  • What is the date of publication? Is it sufficiently current or will knowledge have moved on?
  • If it’s a book, are you looking at the latest edition?
  • Is the publisher a reputable, scholarly publisher?
  • If it is a journal, has the content been peer reviewed?

As you move on to analysing the content, your questions change in tone. 

  • Is the writer addressing a scholarly audience?
  • Does the author review the relevant literature?
  • Does the author write from an objective viewpoint, and are their views based on facts rather than opinions?
  • If the author uses research, is the design sound?
  • Is it primary or secondary material?
  • What is the relationship of this work to other material on the same topic? Does it substantiate it or add a different perspective?
  • Is the author's argument logically organised and clear to follow?
  • If the author is writing from a practice-based perspective, what are the implications for practice?
  • What themes emerge and what conclusions can be drawn?
  • Are there any significant questions forming a basis for further investigation?

The Cornell University Library website contains some good pointers for evaluating material, including how to distinguish scholarly and non-scholarly publications.

Between the first and second stages, there should be a process of selection; not everything you read will go into your final literature review.

One useful way to find common strands and show up apparent contradictions is to create a table of your results with study references listed alongside a brief overview of findings. These could be:

  • Statistical – results subjected to a set of statistical tests, i.e. meta-analysis. 
  • Narrative – organised by theme, study type, etc.
  • Conceptual – different concepts brought together and a new concept described.

Step 4. Structure your literature review

There are many ways to organise a literature review. Let’s take a closer look at one option:

Introduction: Define the topic, together with your reason for selecting the topic. You could also point out overall trends, gaps, particular themes that emerge, etc.

Body: this is where you discuss your sources. Here are some ways in which you could organise your discussion:

  • Chronologically: For example, if writers' views have tended to change over time. There is little point in doing the review by order of publication unless this shows a clear trend.
  • Thematically: Identify a series of themes.
  • Research type: For example, academic versus practitioner.
  • Dialectical: Contrast different views or theoretical debates.
  • Methodologically: Here, the focus is on the methods of the researcher, for example, qualitative versus quantitative approaches.

As with any piece of writing, make sure that your structure is clear by explaining what you are going to do, and using appropriate headings.

Conclusion: Summarise the major contributions, evaluate the current position, and point out flaws in methodology, gaps in the research, contradictions, and areas for further study.

Writing simply

A manuscript or case study that is easy to follow will help readers absorb your key messages.

How to structure your journal submission

This guide explains the building blocks that are used to construct a journal article and why getting them right can boost your chances of publishing success. 

Proofreading

In this guide we explain what you should look for at the proofing stage.

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A systematic literature review of the clinical and socioeconomic burden of bronchiectasis

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Background The overall burden of bronchiectasis on patients and healthcare systems has not been comprehensively described. Here, we present the findings of a systematic literature review that assessed the clinical and socioeconomic burden of bronchiectasis with subanalyses by aetiology (PROSPERO registration: CRD42023404162).

Methods Embase, MEDLINE and the Cochrane Library were searched for publications relating to bronchiectasis disease burden (December 2017–December 2022). Journal articles and congress abstracts reporting on observational studies, randomised controlled trials and registry studies were included. Editorials, narrative reviews and systematic literature reviews were included to identify primary studies. PRISMA guidelines were followed.

Results 1585 unique publications were identified, of which 587 full texts were screened and 149 were included. A further 189 citations were included from reference lists of editorials and reviews, resulting in 338 total publications. Commonly reported symptoms and complications included dyspnoea, cough, wheezing, sputum production, haemoptysis and exacerbations. Disease severity across several indices and increased mortality compared with the general population was reported. Bronchiectasis impacted quality of life across several patient-reported outcomes, with patients experiencing fatigue, anxiety and depression. Healthcare resource utilisation was considerable and substantial medical costs related to hospitalisations, treatments and emergency department and outpatient visits were accrued. Indirect costs included sick pay and lost income.

Conclusions Bronchiectasis causes significant clinical and socioeconomic burden. Disease-modifying therapies that reduce symptoms, improve quality of life and reduce both healthcare resource utilisation and overall costs are needed. Further systematic analyses of specific aetiologies and paediatric disease may provide more insight into unmet therapeutic needs.

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Bronchiectasis imposes a significant clinical and socioeconomic burden on patients, their families and employers, and on healthcare systems. Therapies that reduce symptoms, improve quality of life and reduce resource use and overall costs are needed. https://bit.ly/4bPCHlp

  • Introduction

Bronchiectasis is a heterogeneous chronic respiratory disease clinically characterised by chronic cough, excessive sputum production and recurrent pulmonary exacerbations [ 1 ], and radiologically characterised by the abnormal widening of the bronchi [ 2 ]. Bronchiectasis is associated with several genetic, autoimmune, airway and infectious disorders [ 3 ]. Regardless of the underlying cause, the defining features of bronchiectasis are chronic airway inflammation and infection, regionally impaired mucociliary clearance, mucus hypersecretion and mucus obstruction, as well as progressive structural lung damage [ 4 , 5 ]. These features perpetuate one another in a “vicious vortex” leading to a decline in lung function, pulmonary exacerbations and associated morbidity, mortality and worsened quality of life [ 4 , 5 ]. Bronchiectasis can be further categorised into several infective and inflammatory endotypes and is associated with multiple comorbidities and underlying aetiologies [ 6 ].

Bronchiectasis has been described as an emerging global epidemic [ 7 ], with prevalence and incidence rates increasing worldwide [ 8 – 12 ]. The prevalence of bronchiectasis, as well as of the individual aetiologies, varies widely across geographic regions [ 13 ]. In Europe, the reported prevalence ranges from 39.1 (females) and 33.3 (males) cases per 100 000 inhabitants in Spain and 68 (females) and 65 (males) cases per 100 000 inhabitants in Germany, to as high as 566 cases (females) and 486 cases (males) per 100 000 inhabitants in the UK [ 10 – 12 ]. In the US, the average overall prevalence was reported to be 139 cases per 100 000 [ 14 ], in Israel, the prevalence was reported to be 234 cases per 100 000 [ 15 ], and in China the prevalence was reported to be 174 per 100 000 [ 8 ]. Studies show that bronchiectasis prevalence increases with age [ 14 ]. This may increase the socioeconomic impact of bronchiectasis on countries with disproportionately higher number of older citizens. Large registry studies in patients with bronchiectasis have been published from the US (Bronchiectasis Research Registry) [ 16 ], Europe and Israel (European Multicentre Bronchiectasis Audit and Research Collaboration (EMBARC)); the largest and most comprehensive report available to date) [ 17 ], India (EMBARC-India) [ 18 , 19 ], Korea (Korean Multicentre Bronchiectasis Audit and Research Collaboration) [ 20 ] and Australia (Australian Bronchiectasis Registry) [ 21 ].

Although there are currently no approved disease-modifying therapies for bronchiectasis [ 4 ], comprehensive clinical care recommendations for the management of patients with bronchiectasis have been published [ 22 , 23 ]. However, the burden that bronchiectasis imposes on patients and their families, as well as on healthcare systems, payers and employers, remains poorly understood. No review to date has used a systematic method to evaluate the overall disease burden of bronchiectasis. This is the first systematic literature review aimed at investigating and synthesising the clinical and socioeconomic burden of bronchiectasis. A better understanding of the overarching burden of bronchiectasis, both overall and by individual aetiologies and associated diseases, will highlight the need for new therapies and assist healthcare systems in planning care and required resources.

The protocol of this systematic review was registered on PROSPERO (reference number: CRD42023404162).

Search strategy

This systematic literature review was conducted according to the Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA) guidelines [ 24 ]. Embase, MEDLINE and the Cochrane Library were searched for studies related to the clinical and socioeconomic burden of bronchiectasis (noncystic fibrosis bronchiectasis (NCFBE) and cystic fibrosis bronchiectasis (CFBE)) using the search terms available in supplementary table S1 . Articles written in English and published over a 5-year period (December 2017–December 2022) were included.

Selection criteria

The following article types reporting on prospective and retrospective observational studies, registry studies and randomised controlled trials (only baseline data extracted) were included: journal articles, preprints, research letters, conference proceedings, conference papers, conference abstracts, meeting abstracts and meeting posters. Reviews, literature reviews, systematic reviews and meta-analyses, as well as editorials, commentaries, letters and letters to the editor, were included for the purpose of identifying primary studies. A manual search of references cited in selected articles was performed and references were only included if they were published within the 5 years prior to the primary article being published.

Screening and data extraction

A reviewer screened all titles and abstracts to identify publications for full-text review. These publications then underwent full-text screening by the same reviewer for potential inclusion. A second reviewer independently verified the results of both the title/abstract screen and the full-text screen. Any discrepancies were resolved by a third independent reviewer. Data relating to aetiology, symptoms, disease severity, exacerbations, lung function, infection, comorbidities, patient-reported outcomes (PROs), exercise capacity, mortality, impact on family and caregivers, healthcare resource utilisation (HCRU), treatment burden, medical costs, and indirect impacts and costs, as well as data relating to the patient population, study design, sample size and country/countries of origin, were extracted from the final set of publications into a standardised Excel spreadsheet by one reviewer. Studies were grouped based on the burden measure, and aggregate data (range of reported values) were summarised in table or figure format. For the economic burden section, costs extracted from studies reporting in currencies other than the euros were converted to euros based on the average exchange rate for the year in which the study was conducted.

Data from patients with specific bronchiectasis aetiologies and in children (age limits varied from study to study and included upper age limits of 15, 18, 19 and 20 years) were reported separately, where available. As literature relating to NCFBE and CFBE is generally distinct, any data related to CFBE are reported separately in the tables and text. We conducted subanalyses of key disease burden indicators, in which we extracted data from multicentre studies or those with a sample size >1000 subjects, to try to identify estimates from the most representative datasets. These data from larger and multicentre studies are reported in square brackets in tables 1 – 3 and supplementary tables S2–S7 , where available.

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Prevalence and severity of bronchiectasis symptoms overall, in children, during exacerbations and in individual bronchiectasis aetiologies

Patient-reported outcome scores in patients with bronchiectasis overall and in individual bronchiectasis aetiologies

Healthcare resource utilisation (HCRU) in patients with bronchiectasis overall and in individual bronchiectasis aetiologies

Given the nature of the data included in this systematic literature review (that is, a broad range of patient clinical and socioeconomic characteristics rather than the outcome(s) of an intervention), in addition to the broad range of study types included, meta-analyses to statistically combine data of similar studies were not deemed appropriate and therefore not performed.

Summary of included studies

A total of 1834 citations were retrieved from the Embase, MEDLINE and Cochrane Library databases, of which 1585 unique citations were identified. Abstract/title screening led to the inclusion of 587 citations for full-text screening. Following full-text screening, 149 primary citations and 110 literature reviews, systematic reviews and meta-analyses as well as editorials and letters to the editor remained. From the reference lists of these 110 citations, a further 189 primary citations were identified. These articles were only included if 1) the primary articles contained data relating to the burden of bronchiectasis and 2) the primary articles were published within the 5 years prior to the original article's publication date. In total, 338 publications were considered eligible and included in this review ( supplementary figure S1 ). This included 279 journal articles, 46 congress abstracts and 13 letters to the editor or scientific/research letters. The results are summarised in the sections below. For the results from individual studies, including a description of the patient population, study design, sample size and country/countries of origin, please see the supplemental Excel file .

The most frequently reported aetiologies included post-infectious, genetic (primary ciliary dyskinesia (PCD), alpha-1 antitrypsin deficiency (AATD) and cystic fibrosis (CF)), airway diseases (COPD and asthma), allergic bronchopulmonary aspergillosis (ABPA), aspiration and reflux-related, immunodeficiency and autoimmune aetiologies ( supplementary figure S2 ). However, in up to 80.7% of adult cases and 53.3% of paediatric cases, the aetiology was not determined (referred to as “idiopathic bronchiectasis”) ( supplementary figure S2 ). When limited to larger or multicentre studies, the frequency of idiopathic bronchiectasis ranged from 11.5 to 66.0% in adults and from 16.5 to 29.4% in children. Further details and additional aetiologies can be seen in the supplemental Excel file .

Clinical burden

Symptom burden and severity.

Commonly reported symptoms in patients with bronchiectasis included cough, sputum production, dyspnoea, wheezing and haemoptysis, with these symptoms more prevalent in adults compared with children ( table 1 ). Other reported symptoms included chest discomfort, pain or tightness (both generally and during an exacerbation), fever and weight loss in both adults and children, and fatigue, tiredness or asthenia, appetite loss, and sweating in adults. In children, respiratory distress, hypoxia during an exacerbation, sneezing, nasal and ear discharge, thriving poorly including poor growth and weight loss, exercise intolerance, malaise, night sweats, abdominal pain, recurrent vomiting, and diarrhoea were reported ( supplemental Excel file ). Classic bronchiectasis symptoms such as sputum production (range of patients reporting sputum production across all studies: 22.0–92.7%) and cough (range of patients reporting cough across all studies: 24.0–98.5%) were not universally reported ( table 1 ).

In a study comparing bronchiectasis (excluding CFBE) in different age groups (younger adults (18–65 years), older adults (66–75 years) and elderly adults (≥76 years) [ 63 ]), no significant differences across age groups were reported for the presence of cough (younger adults: 73.9%; older adults: 72.8%; elderly adults: 72.9%; p=0.90), sputum production (younger adults: 57.8%; older adults: 63.8%; elderly adults: 6.0%; p=0.16) or haemoptysis (younger adults: 16.5%; older adults: 19.3%; elderly adults: 16.3%; p=0.47).

Disease severity

Disease severity was reported according to several measures including the bronchiectasis severity index (BSI), the forced expiratory volume in 1 s (FEV 1 ), Age, Chronic Colonisation, Extension, Dyspnoea (FACED) score and the Exacerbations-FACED (E-FACED) score, all of which are known to be associated with future exacerbations, hospitalisations and mortality ( supplementary table S2 and the supplemental Excel file ). Up to 78.7, 41.8 and 40.8% of patients with bronchiectasis reported severe disease according to the BSI, FACED score and E-FACED score, respectively ( supplementary table S2 ). In most studies, severity scores were greater among people with bronchiectasis secondary to COPD or post-tuberculosis (TB) than idiopathic bronchiectasis ( supplementary table S2 ). No data relating to disease severity were reported for CFBE specifically.

Exacerbations

The number of exacerbations experienced by patients with bronchiectasis in the previous year, per year and during follow-up are presented in figure 1 . For further details, please see the supplemental Excel file . Two studies reported exacerbation length in patients with bronchiectasis; this ranged from 11 to 16 days (both small studies; sample sizes of 191 and 32, respectively) [ 25 , 64 ]. A study in children with NCFBE reported a median of one exacerbation in the previous year. Additionally, the same study reported that 31.1% of children with bronchiectasis experienced ≥3 exacerbations per year [ 65 ].

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Range of bronchiectasis exacerbations in the previous year, per year and in the first and second years of follow-up. # : Two studies reported significant differences in the number of exacerbations experienced in the previous year across individual aetiologies. Study 1 [ 90 ]: Patients with idiopathic bronchiectasis had significantly fewer exacerbations in the previous year compared with other aetiologies (primary ciliary dyskinesia (PCD), COPD and post-infectious) (p<0.021). Study 2 [ 33 ]: significant difference between post-tuberculosis (TB) bronchiectasis (mean: 2.8) and other aetiologies excluding idiopathic bronchiectasis (mean: 1.7) (p<0.05).

Lung function

Reduced lung function was reported across several different measures in adults and children with bronchiectasis overall, including FEV 1 (absolute values and % predicted), forced vital capacity (FVC; absolute values and % pred) and lung clearance index (adults only) ( supplementary table S3 and the supplemental Excel file ). In most studies, lung function was lowest among people with post-TB bronchiectasis and bronchiectasis secondary to COPD or PCD ( supplementary table S2 ). Additional measures of lung function are detailed in the supplemental Excel file . Lung clearance index, considered more sensitive than spirometry to early airway damage, was elevated in two studies in adults with bronchiectasis, with a range of 9.0–12.8 (normal: 6–7 or less) [ 66 , 67 ].

In a study comparing bronchiectasis (people with CFBE excluded) in different age groups, elderly adults (≥76 years) had significantly lower FEV 1 % pred (median: 67) compared with both younger (18–65 years; median: 78) and older adults (66–75 years; median: 75) (p<0.017 for both comparisons) [ 63 ]. FVC % pred was found to be significantly lower in elderly adults (mean: 65) compared with both younger adults (median: 78) and older adults (median: 75) (p<0.017 for both comparisons) [ 63 ].

Chronic infection with at least one pathogen was reported in 22.3–79.6% of patients with bronchiectasis, although each study defined chronic infection differently (number of studies: 20). When limited to larger or multicentre studies, chronic infection with at least one pathogen was reported in 10.7–54.5% of patients with bronchiectasis (number of studies: 12). In two studies in NCFBE, significant differences in the proportion of patients chronically infected with at least one pathogen were reported across aetiologies (p<0.001 for both studies) [ 68 , 69 ]. Patients with post-infectious (other than TB) bronchiectasis (34.9%) [ 68 ] and patients with PCD-related bronchiectasis (68.3%) [ 69 ] had the highest prevalence of chronic infection.

The most commonly reported bacterial and fungal pathogens are shown in supplementary table S4 . The two most common bacterial pathogens were Pseudomonas ( P .) aeruginosa and Haemophilus ( H. ) influenzae . In several studies, more patients with PCD, TB and COPD as the aetiology of their bronchiectasis reported infection with P. aeruginosa . Additionally, in one study, significantly more children with CFBE had P. aeruginosa infection compared with children with NCFBE [ 70 ]. Further details and additional pathogens are reported in the supplemental Excel file .

Diversity of the sputum microbiome was assessed in two studies. In the first study in people with bronchiectasis (people with CFBE excluded), reduced microbiome alpha diversity (defined as the relative abundance of microbial species within a sample), particularly associated with Pseudomonas or Proteobacteria dominance, was associated with greater disease severity, increased frequency and severity of exacerbations, and a higher risk of mortality [ 71 ]. In the second study (unknown whether people with CFBE were excluded), a lower Shannon–Wiener diversity index (a measure of species diversity, with lower scores indicating lower diversity) score was associated with multiple markers of disease severity, including a higher BSI score (p=0.0003) and more frequent exacerbations (p=0.008) [ 72 ].

In a study comparing bronchiectasis (people with CFBE excluded) in different age groups (younger adults: 18–65 years; older adults: 66–75 years; elderly adults: ≥76 years) [ 63 ], chronic infection with H. influenzae was reported in 18.3% of younger adults, 12.8% of older adults and 8.8% of elderly adults, and chronic infection with Streptococcus ( Str. ) pneumoniae was reported in 5.3% of younger adults, 2.8% of older adults and 1.3% of elderly adults. For both of the above, the prevalence was significantly higher in younger adults compared with elderly adults (p<0.017 for both comparisons). However, no significant differences across age groups were reported for P. aeruginosa , Moraxella catarrhalis or Staphylococcus ( Sta .) aureus chronic infection.

P. aeruginosa infection was significantly associated with reduced FEV 1 [ 73 ], more severe disease [ 74 ], more frequent exacerbations [ 35 , 49 , 75 , 76 ], increased hospital admissions, reduced quality of life based on St. George's Respiratory Questionnaire (SGRQ) and increased and 4-year mortality [ 49 , 76 ]. Additionally, in a study reporting healthcare use and costs in the US between 2007–2013, healthcare costs and hospitalisation costs were found to be increased in patients infected with P. aeruginosa ($56 499 and $41 972 more than patients not infected with P. aeruginosa , respectively) [ 77 ]. In the same study, HCRU was also higher in patients infected with P. aeruginosa (fivefold increase in the number of hospitalisations and 84% more emergency department (ED) visits compared with patients not infected with P. aeruginosa ) [ 77 ].

Comorbidities

The most frequently reported comorbidities included cardiovascular (including heart failure, cerebrovascular disease and hypertension), respiratory (including asthma, COPD and sinusitis), metabolic (including diabetes and dyslipidaemia), malignancy (including haematological and solid malignancies), bone and joint-related (including osteoporosis and rheumatological disease), neurological (including anxiety and depression), renal, hepatic, and gastrointestinal comorbidities ( supplementary table S5 ). No data relating to comorbidities were reported for CFBE specifically. For further details and additional comorbidities, please see the supplemental Excel file .

In a study comparing bronchiectasis (people with CFBE excluded) in different age groups (younger adults: 18–65 years; older adults: 66–75 years; elderly adults: ≥76 years), younger adults had a significantly lower prevalence of diabetes compared with older adults, a significantly lower prevalence of stroke compared with elderly adults and a significantly lower prevalence of heart failure, solid tumours and renal failure compared with both older and elderly adults (p<0.0017 for all comparisons). Additionally, the prevalence of COPD was significantly lower in both younger and older adults compared with elderly adults (p<0.017) [ 63 ]. In studies reporting in children with bronchiectasis, the prevalence of comorbid asthma ranged from 22.2 to 25.8% [ 65 , 78 ] and the prevalence of sinusitis was reported to be 12.7% in a single study [ 79 ].

Charlson comorbidity index (CCI)

CCI scores can range from 0 to 37, with higher scores indicating a decreased estimate of 10-year survival. In this review, CCI scores ranged from 0.7 to 6.6 in studies reporting means (number of studies: 7). In one study, adults with bronchiectasis (people with CFBE excluded) who experienced ≥2 exacerbations per year were found to have significantly higher CCI scores (3.3) compared with patients who experienced less than two exacerbations per year (2.2) (p=0.001) [ 35 ]. In another study in adults with bronchiectasis (people with CFBE excluded), CCI scores increased significantly with increasing disease severity, with patients with mild (FACED score of 0–2), moderate (FACED score of 3–4) and severe (FACED score of 5–7) bronchiectasis reporting mean CCI scores of 3.9, 5.7 and 6.3, respectively [ 80 ]. No CCI scores were reported for CFBE specifically.

Prevalence of comorbidities in patients with bronchiectasis compared with control individuals

Several studies reported a higher prevalence of cardiovascular comorbidities. such as heart failure [ 81 ], stroke [ 82 , 83 ] and hypertension [ 82 – 84 ] in patients with bronchiectasis compared with a matched general population or healthy controls. Conversely, several additional studies reported no significant differences [ 81 , 85 , 86 ]. Two large studies reported an increased prevalence of diabetes in patients with bronchiectasis compared with nonbronchiectasis control groups [ 83 , 84 ]; however, three additional smaller studies reported no significant differences [ 81 , 82 , 86 ]. The prevalence of gastro–oesophageal reflux disease was found to be significantly higher in patients with bronchiectasis compared with matched nonbronchiectasis controls in one study [ 87 ], but no significant difference was reported in a second study [ 85 ]. Both anxiety and depression were found to be significantly more prevalent in patients with bronchiectasis compared with matched healthy controls in one study [ 55 ]. Lastly, two large studies reported an increased prevalence of asthma [ 84 , 87 ] and five studies reported a significantly higher prevalence of COPD [ 81 , 82 , 84 , 85 , 87 ] in patients with bronchiectasis compared with matched nonbronchiectasis controls or the general population. A smaller study reported conflicting evidence whereby no significant difference in the prevalence of asthma in patients with bronchiectasis compared with matched controls was reported [ 85 ].

Socioeconomic burden

Patient-reported outcomes.

Health-related quality of life (HRQoL), fatigue, anxiety and depression were reported across several PRO measures and domains. The most frequently reported PROs are discussed in further detail in the sections below ( table 2 ). Further details and additional PROs can be seen in the supplemental Excel file .

In a study comparing bronchiectasis (people with CFBE excluded) in different age groups (younger adults: 18–65 years; older adults: 66–75 years; elderly adults: ≥76 years), the median SGRQ total score was significantly higher in elderly adults (50.8) compared with younger adults (36.1), indicating a higher degree of limitation (p=0.017) [ 63 ].

In a study that reported Leicester Cough Questionnaire (LCQ) scores in men and women with bronchiectasis (people with CFBE excluded) separately, women had significantly lower LCQ total scores (14.9) when compared with men (17.5) (p=0.006), indicating worse quality of life [ 88 ]. Additionally, women had significantly lower scores across all three LCQ domains (p=0.014, p=0.005 and p=0.011 for physical, psychological and social domains, respectively) [ 88 ].

Exercise capacity

Exercise capacity in patients with bronchiectasis was reported using walking tests namely the 6-minute walk test (6MWT) and the incremental shuttle walk test (ISWT) ( supplementary table S6 ). The 6MWT data from patients with bronchiectasis generally fell within the normal range for healthy people; however, the ISWT data was below the normal range for healthy people ( supplementary table S6 ). Studies also reported on daily physical activity, daily sedentary time and number of steps per day in patients with bronchiectasis, and in children specifically ( supplementary table S6 ). No data relating to disease severity were reported for CFBE specifically. Further details can be seen in the supplemental Excel file .

Exercise capacity in patients with bronchiectasis compared with control individuals

In one study, the ISWT distance was reported to be significantly lower in patients with NCFBE compared with healthy controls (592.6 m versus 882.9 m; difference of ∼290 m; p<0.001) [ 89 ]. Additionally, patients with bronchiectasis spent significantly less time on activities of moderate and vigorous intensity compared with healthy controls (p=0.030 and 0.044, respectively) [ 89 ]. Lastly, a study reported that patients with NCFBE had a significantly lower step count per day compared with healthy controls (p<0.001) [ 89 ].

Mortality rate during study period

Mortality ranged from 0.24 to 67.6%; however, it should be noted that the study duration differed across studies. When limited to larger or multicentre studies, the mortality rate ranged from 0.24 to 28.1%. One study reported more deaths in patients with NCFBE (9.1%; 5.9-year mean follow-up period) compared with patients without bronchiectasis (0.8%; 5.4-year mean follow-up period) [ 84 ]. In one study, significantly more patients with COPD-related bronchiectasis died (37.5%) compared with other aetiologies (19.0%) (3.4-year mean follow-up period; p<0.001). After adjusting for several factors, multivariate analysis showed that the diagnosis of COPD as the primary cause of bronchiectasis increased the risk of death by 1.77 compared with the patients with other aetiologies [ 41 ]. Similarly, in another study, COPD-associated bronchiectasis was associated with higher mortality (55%) in multivariate analysis as compared with other aetiologies (rheumatic disease: 20%; post-infectious: 16%; idiopathic: 14%; ABPA: 13%; immunodeficiency: 11%) (hazard ratio 2.12, 95% CI 1.04–4.30; p=0.038; 5.2-year median follow-up period) [ 90 ].

Mortality rates by year

The 1-, 2-, 3-, 4- and 5-year mortality rates in patients with bronchiectasis (people with CFBE excluded, unless unspecified) ranged from 0.0 to 12.3%, 0.0 to 13.0%, 0.0 to 21.0%, 5.5 to 39.1% and 12.4 to 53.0%, respectively (number of studies: 9, 4, 7, 1 and 4, respectively). When limited to larger or multicentre studies, the 1-, 2-, 3- and 5-year mortality rates ranges were 0.4–7.9%, 3.9–13.0%, 3.7–21.0% and 12.4–53.0% (no 4-year mortality data from larger or multicentre studies). No data relating to mortality rates were reported for CFBE specifically.

Two studies reported mortality rate by bronchiectasis aetiology (people with CFBE excluded). In the first study, no significant difference in the 4-year mortality rate was reported across aetiologies (p=0.7; inflammatory bowel disease: 14.3%; post-TB: 13.4%; rheumatoid arthritis: 11.4%; idiopathic or post-infectious: 10.1%; ABPA: 6.1%; other aetiologies: 6.1%) [ 49 ]. In the second study, patients with post-TB bronchiectasis had a significantly higher 5-year mortality rate (30.0%) compared with patients with idiopathic bronchiectasis (18.0%) and other aetiologies (10.0%) (p<0.05 for both comparisons) [ 32 ].

In-hospital and intensive care unit mortality

In-hospital mortality ranged from 2.9 to 59.3% in patients with bronchiectasis (people with CFBE excluded, unless unspecified) hospitalised for an exacerbation or for other reasons (number of studies: 7). When limited to larger or multicentre studies, in-hospital mortality rate was reported in only one study (33.0%). One study reported mortality in bronchiectasis patients admitted to a tertiary care centre according to aetiology; in-hospital mortality was highest in patients with post-pneumonia bronchiectasis (15.8%), followed by patients with idiopathic (7.1%) and post-TB (2.6%) bronchiectasis. No deaths were reported in patients with COPD, ABPA or PCD aetiologies [ 42 ]. Intensive care unit mortality was reported in two studies and ranged from 24.6 to 36.1% [ 62 , 91 ]. No data relating to mortality rates were reported for CFBE specifically.

Impact on family and caregivers

Only two studies discussed the impact that having a child with bronchiectasis has on parents/caregivers. In the first study, parents of children with bronchiectasis (not specified whether children with CFBE were excluded) were more anxious and more depressed according to both the Hospital Anxiety and Depression Scale (HADS) and the Centre of Epidemiological Studies depression scale, compared with parents of children without any respiratory conditions (both p<0.001; sample size of 29 participants) [ 53 ]. In the second study, parents or carers of children with bronchiectasis (multicentre study with a sample size of 141 participants; children with CFBE excluded) were asked to vote for their top five greatest concerns or worries; the most common worries or concerns that were voted for by over 15% of parents were “impact on his/her adult life in the future, long-term effects, normal life” (29.8%), “ongoing declining health” (25.5%), “the cough” (24.8%), “impact on his/her life now as a child (play, development)” (24.1%), “lack of sleep/being tired” (24.1%), “concerns over aspects of antibiotic use” (22.7%), “missing school or daycare” (17.7%) and “breathing difficulties/shortness of breath” (16.3%) [ 92 ].

HCRU in terms of hospitalisations, ED visits, outpatient visits and length of stay overall and by bronchiectasis aetiology are reported in table 3 . No data relating to HCRU were reported for CFBE specifically.

In a study in children with bronchiectasis (children with CFBE excluded), 30.0% of children were hospitalised at least once in the previous year [ 65 ]. The median number of hospitalisations per year was 0 (interquartile range: 0–1) [ 65 ]. In another study, the mean length of hospital stay for children with bronchiectasis was 6.7 days (standard deviation: 4.8 days) [ 93 ]. In a study comparing bronchiectasis (people with CFBE excluded) in different age groups, significantly more elderly adults (≥76 years; 26.0%) were hospitalised at least once during the first year of follow-up compared with younger adults (18–65 years; 17.0%) and older adults (66–75 years; 17.0%) (p<0.017 for both comparisons) [ 63 ]. Additionally, length of stay was found to be significantly longer in male patients (mean: 17.6 days) compared with female patients (mean: 12.5 days) (p=0.03) [ 94 ].

HCRU in patients with bronchiectasis compared with control individuals

Length of stay was found to be 38% higher in patients with bronchiectasis (mean: 15.4 days; people with CFBE excluded) compared with patients with any other respiratory illness (mean: 9.6 days) (p<0.001) [ 94 ]. In a study reporting on HCRU in patients with bronchiectasis (people with CFBE excluded) over a 3-year period (Germany; 2012–2015) [ 85 ], a mean of 24.7 outpatient appointments per patient were reported; there was no significant difference in the number of outpatient appointments between patients with bronchiectasis and matched controls (patients without bronchiectasis matched by age, sex and distribution, and level of comorbidities) (mean: 23.4) (p=0.12). When assessing specific outpatient appointments over the 3-year period, patients with bronchiectasis attended a mean of 9.2 general practitioner appointments, 2.9 radiology appointments, 2.5 chest physician appointments and 0.8 cardiologist appointments. Patients with bronchiectasis had significantly fewer general practitioner appointments compared with matched controls (mean: 9.8) (p=0.002); however, they had significantly more radiology appointments (mean for matched controls: 2.3) and chest physician appointments (mean for matched controls: 1.4) compared with matched controls (p<0.001 for both comparisons).

Hospital admission rates

In England, Wales and Northern Ireland, the crude hospital admission rate in 2013 was 88.4 (95% CI 74.0–105.6) per 100 000 person-years [ 91 ]. In New Zealand (2008–2013), the crude and adjusted hospital admission rates were 25.7 and 20.4 per 100 000 population, respectively [ 95 ]. Lastly, in Australia and New Zealand (2004–2008) the hospital admission rate ranged from 0.7 to 2.9 per person-year [ 96 ]. In all of the abovementioned studies, people with CFBE were excluded.

Treatment burden

In two studies, the percentage of patients with bronchiectasis receiving any respiratory medication at baseline ranged from 60.8 to 85.7% [ 97 , 98 ]. Additionally, in a study comparing healthcare costs in patients with bronchiectasis before and after confirmation of P. aeruginosa infection, mean pharmacy visits in the year preceding diagnosis were reported to be 23.2; this increased significantly by 56.5% to 36.2 in the year post-diagnosis (p<0.0001) [ 99 ]. In another study, patients with bronchiectasis were prescribed a mean of 12 medications for bronchiectasis and other comorbidities [ 100 ]. In all of the abovementioned studies, people with CFBE were excluded. The most frequently reported respiratory treatments can be seen in supplementary table S7 . These included antibiotics (including macrolides), corticosteroids, bronchodilators, mucolytics and oxygen. No treatment data were reported for CFBE specifically. Other respiratory treatments included saline, anticholinergics and leukotriene receptor antagonists ( supplemental Excel file ).

In studies reporting in children with bronchiectasis, 23.9% of children were receiving any bronchodilator at baseline [ 101 ], 9.0–21.7% of children were receiving inhaled corticosteroids (ICS) at baseline [ 101 , 102 ], 4.3% of children were receiving oral corticosteroids at baseline [ 101 ] and 12.1% of children were receiving long-term oxygen therapy [ 103 ].

Medical and nonmedical indirect impacts and costs

Medical costs for bronchiectasis included overall costs, hospitalisation costs, ED visits and outpatient visit costs and costs of treatment; indirect impacts and costs included sick leave and sick pay, missed work and income loss for caregivers, and missed school or childcare for children ( table 4 and the supplemental Excel file ). People with CFBE were excluded from all of the studies in table 4 below. In studies reporting in currencies other than the €, costs were converted to € based on the average exchange rate for the year in which the study was conducted.

Bronchiectasis-related medical costs and indirect impacts and costs (individual studies)

No review to date has systematically evaluated the overall disease burden of bronchiectasis. Here, we present the first systematic literature review that comprehensively describes the clinical and socioeconomic burden of bronchiectasis overall and across individual aetiologies and associated diseases. A total of 338 publications were included in the final analysis. Together, the results indicate that the burden of clinically significant bronchiectasis on patients and their families, as well as on healthcare systems, is substantial, highlighting the urgent need for new disease-modifying therapies for bronchiectasis.

Bronchiectasis is associated with genetic, autoimmune, airway and infectious disorders. However, in many patients with bronchiectasis, an underlying aetiology cannot be identified (idiopathic bronchiectasis) [ 1 , 3 , 4 ]. This is supported by the results of this systematic literature review, in which up to 80.7% of patients were reported to have idiopathic bronchiectasis. The results are in line with those reported in a systematic literature review of bronchiectasis aetiology conducted by G ao et al. [ 13 ] (studies from Asia, Europe, North and South America, Africa and Oceania included) in which an idiopathic aetiology was reported in approximately 45% of patients with bronchiectasis, with a range of 5–82%. The maximum of 80.7% of patients with idiopathic bronchiectasis identified by this systematic literature review is much higher than in the recent report on the disease characteristics of the EMBARC where idiopathic bronchiectasis was the most common aetiology and reported in only ∼38% of patients with bronchiectasis [ 17 ]. This highlights the importance of sample size and geographic variation (80.7% reported from a single-country study with a small sample size versus ∼38% reported from a continent-wide study with a large sample size). Nevertheless, identifying the underlying aetiology is a recommendation of bronchiectasis guidelines as this can considerably alter the clinical management and prognosis [ 23 , 110 ]. Specific therapeutic interventions may be required for specific aetiologies, such as ICS for people with asthma-related bronchiectasis, antifungal treatment for those with ABPA-associated bronchiectasis and immunoglobulin replacement therapy for those with common variable immunodeficiency-related bronchiectasis [ 23 , 111 ]. Indeed, an observational study has shown that identification of the underlying aetiology affected management in 37% of people with bronchiectasis [ 112 ]. Future studies to determine the impact of identifying the underlying aetiology on management and prognosis are needed to fully understand its importance.

Patients with bronchiectasis experienced a significant symptom burden, with dyspnoea, cough, wheezing, sputum production and haemoptysis reported most commonly. These symptoms were also reported in children with bronchiectasis at slightly lower frequencies. Dealing with bronchiectasis symptoms are some of the greatest concerns from a patient's perspective. In a study assessing the aspects of bronchiectasis that patients found most difficult to deal with, sputum, dyspnoea and cough were the first, fifth and sixth most common answers, respectively [ 113 ]. Some aetiologies were reported to have a higher prevalence of certain symptoms. For example, in single studies, patients with PCD-related bronchiectasis were found to have a significantly higher prevalence of cough and wheezing [ 39 ], patients with COPD-related bronchiectasis were found to have a significantly higher prevalence of sputum production [ 41 ], and patients with post-TB bronchiectasis were found to have a higher prevalence of haemoptysis [ 30 ] compared with other aetiologies. Together, these results highlight the need for novel treatments that reduce the symptom burden of bronchiectasis. They also highlight the importance of teaching patients to perform and adhere to regular nonpharmacological interventions, such as airway clearance using physiotherapy techniques, which have been shown to improve cough-related health status and chronic sputum production [ 110 ]. Future studies assessing when airway clearance techniques should be started, and which ones are the most effective, are a research priority [ 113 ].

The burden of exacerbations in patients with bronchiectasis was high, with patients experiencing three or more exacerbations in the previous year (up to 73.6%), per year (up to 55.6%) or in the first year of follow-up (up to 32.4%). Few studies reported significant differences between aetiologies. Importantly, exacerbations are the second-most concerning aspect of bronchiectasis from the patient's perspective [ 113 ]. Patients with frequent exacerbations have more frequent hospitalisations and increased 5-year mortality [ 114 ] and exacerbations are also associated with poorer quality of life [ 114 , 115 ]. Therefore, prevention of exacerbations is of great importance in the management of bronchiectasis [ 116 ]. The exact cause of exacerbations in bronchiectasis (believed to be multifactorial) is not fully understood due a lack of mechanistic studies [ 116 ]. Future studies into the causes and risk factors for exacerbations [ 113 ] may lead to improvements in their prevention.

Many patients with bronchiectasis, including children, experienced chronic infections with bacterial pathogens such as P. aeruginosa , H. influenzae , Sta. aureus and Str. pneumoniae as well as non-tuberculous mycobacteria. Importantly, P. aeruginosa infection was significantly associated with more severe disease, reduced lung function and quality of life, and increased exacerbations, hospital admission, morality, HCRU and healthcare costs. Due to the clear and consistent association between P. aeruginosa and poor outcomes, patients with chronic P. aeruginosa colonisation should be considered to be at a higher risk of bronchiectasis-related complications [ 110 ]. Additionally, regular sputum microbiology screening should be performed in people with clinically significant bronchiectasis to detect new isolation of P. aeruginosa [ 110 ]; in which case, patients should be offered eradication antibiotic treatment [ 23 ]. Eradication of P. aeruginosa is not only of clinical importance, but also of economic importance due to the associated HCRU and healthcare costs. As such, a better understanding of the key factors leading to P. aeruginosa infection is a priority for future research [ 113 ].

Bronchiectasis markedly impacted HRQoL across several PROs including the SGRQ, Quality of Life–Bronchiectasis score, LCQ, COPD Assessment Test and Bronchiectasis Health Questionnaire. In children with bronchiectasis, significantly lower quality of life (according to the Paediatric Quality of Life Inventory score) compared with age-matched controls was reported [ 53 ]. The majority of studies reporting HRQoL in individual aetiologies and associated diseases either reported in a single aetiology, did not perform any statistical analyses to compare aetiologies, or reported no significant differences across aetiologies. Patients also experienced mild-to-moderate anxiety and depression according to the HADS-Anxiety, HADS-Depression and 9-question Patient Health Questionnaire scores, with very limited data reported in individual aetiologies. When compared with healthy controls, anxiety and depression were found to be significantly more prevalent in patients with bronchiectasis [ 55 ]. Additionally, exercise capacity was reduced, with patients with bronchiectasis reported to spend significantly less time on activities of moderate and vigorous intensity and have a significantly lower step count per day compared with healthy controls [ 89 ]. Improvements in anxiety, depression and exercise capacity are important priorities for people with bronchiectasis; in a study assessing the aspects of bronchiectasis that patients found most difficult to manage, “not feeling fit for daily activities”, anxiety and depression were the fourth, eighth and ninth most common answers, respectively [ 113 ].

The studies relating to HCRU and costs in this review were heterogeneous in terms of methodology, time period, country and currency, making them challenging to compare. Nevertheless, this study found that HCRU was substantial, with patients reporting a maximum of 1.3 hospitalisation, 1.3 ED and 21.0 outpatient visits per year. Length of stay was found to be significantly longer in patients with bronchiectasis compared with patients with any other respiratory illness in one study [ 91 ]. In another study, patients with bronchiectasis reported significantly more specialist appointments (radiologist appointments and chest physician appointments) compared with matched controls [ 85 ]. Patients with bronchiectasis also experienced a significant treatment burden, with up to 36.4, 58.0 and 83.0% of patients receiving long-term inhaled antibiotics, oral antibiotics and macrolides, respectively, up to 80.4% receiving long-term ICS and up to 61.7% and 81.4% receiving long-term long-acting muscarinic antagonists and long-acting beta agonists, respectively. Wide ranges of treatment use were reported in this study, which may reflect geographic variation in treatment patterns. Heterogeneous treatment patterns across Europe were observed in the EMBARC registry data with generally higher medication use in the UK and Northern/Western Europe and lower medication use in Eastern Europe (inhaled antibiotics: 1.8–8.9%; macrolides: 0.9–24.4%; ICS: 37.2–58.5%; long-acting beta agonists: 42.7–52.8%; long-acting muscarinic antagonists: 26.5–29.8%) [ 17 ]. Similarly, data from the Indian bronchiectasis registry indicate that the treatment of bronchiectasis in India is also diverse [ 19 ]. Furthermore, in a comparison of the European and Indian registry data, both long-term oral and inhaled antibiotics were more commonly used in Europe compared with India [ 19 ].

Cost varied widely across studies. However, patients, payers and healthcare systems generally accrued substantial medical costs due to hospitalisations, ED visits, outpatient visits, hospital-in-the-home and treatment-related costs. Other medical costs incurred included physiotherapy and outpatient remedies (including breathing or drainage techniques), outpatient medical aids (including nebulisers and respiration therapy equipment) and the cost of attending convalescence centres. Only one study compared the medical costs in patients with bronchiectasis and matched controls (age, sex and comorbidities) and found that patients with bronchiectasis had significantly higher total direct medical expenditure, hospitalisation costs, treatment costs for certain medications and costs associated with outpatient remedies and medical aids [ 85 ]. Bronchiectasis was also associated with indirect impacts and costs, including sick leave, sick pay and income lost due to absenteeism and missed work, and lost wages for caregivers of patients with bronchiectasis. Children with bronchiectasis also reported absenteeism from school or childcare.

Our findings regarding HRCU and costs in bronchiectasis are mirrored by a recent systematic literature review by R oberts et al . [ 117 ] estimating the annual economic burden of bronchiectasis in adults and children over the 2001–2022 time period. R oberts et al . [ 117 ] found that annual total healthcare costs per adult patient ranged from €3027 to €69 817 (costs were converted from USD to € based on the average exchange rate in 2021), predominantly driven by hospitalisation costs. Likewise, we report annual costs per patient ranging from €218 to €51 033, with annual hospital costs ranging from €1215 to €27 612 (adults and children included) ( table 4 ). Further, R oberts et al . [ 117 ] reports a mean annual hospitalisation rate ranging from 0.11 to 2.9, which is similar to our finding of 0.03–1.3 hospitalisations per year ( table 3 ). With regard to outpatient visits, R oberts et al . [ 117 ] reports a mean annual outpatient respiratory physician attendance ranging from 0.83 to 6.8 visits, whereas we report a maximum of 21 visits per year ( table 3 ). It should be noted, however, that our value is not restricted to visits to a respiratory physician. With regard to indirect annual costs per adult patient, R oberts et al . [ 117 ] reports a loss of income because of illness of €1109–€2451 (costs were converted from USD to € based on the average exchange rate in 2021), whereas we report a figure of ∼€1410 ( table 4 ). Finally, burden on children is similarly reported by us and R oberts et al . [ 117 ], with children missing 12 days of school per year per child ( table 4 ).

Limitations of this review and the existing literature

Due to the nature of this systematic literature review, no formal statistical analyses or formal risk of bias assessments were performed.

Several limitations within the existing literature were identified. Firstly, the vast majority of studies reported patients with NCFBE overall, with limited availability of literature reporting on individual aetiologies and associated disease. Furthermore, where this literature was available, it was limited to a handful of individual aetiologies and associated diseases, and in many of these studies, no statistical analyses to compare different aetiologies and associated disease were performed. Additionally, the methods used to determine aetiologies within individual studies may have differed. Literature on NCFBE and CFBE has traditionally been very distinct; as such, most of the studies included in this review have excluded people with CF. As the general term “CF lung disease” was not included in our search string in order to limit the number of hits, limited data on CFBE are included in this review. Bronchiectasis remains largely under-recognised and underdiagnosed, thus limiting the availability of literature. There is a particular knowledge gap with respect to paediatric NCFBE; however, initiatives such as the Children's Bronchiectasis Education Advocacy and Research Network (Child-BEAR-Net) ( www.improvebe.org ) are aiming to create multinational registries for paediatric bronchiectasis.

There were variations in the amount of literature available for the individual burdens. While there was more literature available on the clinical burden of bronchiectasis, economic data (related to both medical costs and indirect costs) and data on the impact of bronchiectasis on families and caregivers, were limited. Additionally, cost comparisons across studies and populations were difficult due to differences in cost definitions, currencies and healthcare systems.

Sample sizes of the studies included in this systematic literature review varied greatly, with the majority of studies reporting on a small number of participants. Furthermore, many of the studies were single-centre studies, thus limiting the ability to make generalisations about the larger bronchiectasis population, and cross-sectional, thus limiting the ability to assess the clinical and socioeconomic burden of bronchiectasis over a patient's lifetime. Furthermore, there may be potential sex/gender bias in reporting that has not been considered in this systematic literature review.

Finally, for many of the reported outcomes, data varied greatly across studies, with wide estimates for the frequency of different aetiologies and comorbidities as well as disease characteristics such as exacerbations and healthcare costs noted. This reflects the heterogeneity of both the study designs (including sample size and inclusion and exclusion criteria) and the study populations themselves. Additionally, the use of non-standardised terms across articles posed a limitation for data synthesis. Systematic collection of standardised data across multiple centres, with standardised inclusion and exclusion criteria such as that being applied in international registries, is likely to provide more accurate estimates than those derived from small single-centre studies.

  • Conclusions

Collectively, the evidence identified and presented in this systematic literature review show that bronchiectasis imposes a significant clinical and socioeconomic burden on patients and their families and employers, as well as on healthcare systems. Disease-modifying therapies that reduce symptoms, improve quality of life, and reduce both HCRU and overall costs are urgently needed. Further systematic analyses of the disease burden of specific bronchiectasis aetiologies and associated disease (particularly PCD-, COPD- and post-TB-associated bronchiectasis, which appear to impose a greater burden in some aspects) and paediatric bronchiectasis (the majority of data included in this study were obtained from adults) may provide more insight into the unmet therapeutic needs for these specific patient populations.

Questions for future research

Further research into the clinical and socioeconomic burden of bronchiectasis for individual aetiologies and associated diseases is required.

  • Supplementary material

Supplementary Material

Please note: supplementary material is not edited by the Editorial Office, and is uploaded as it has been supplied by the author.

Supplementary figures and tables ERR-0049-2024.SUPPLEMENT

Supplementary Excel file ERR-0049-2024.SUPPLEMENT

  • Acknowledgements

Laura Cottino, PhD, of Nucleus Global, provided writing, editorial support, and formatting assistance, which was contracted and funded by Boehringer Ingelheim.

Provenance: Submitted article, peer reviewed.

Conflict of interest: The authors meet criteria for authorship as recommended by the International Committee of Medical Journal Editors (ICMJE). J.D. Chalmers has received research grants from AstraZeneca, Boehringer Ingelheim, GlaxoSmithKline, Gilead Sciences, Grifols, Novartis, Insmed and Trudell, and received consultancy or speaker fees from Antabio, AstraZeneca, Boehringer Ingelheim, Chiesi, GlaxoSmithKline, Insmed, Janssen, Novartis, Pfizer, Trudell and Zambon. M.A. Mall reports research grants paid to their institution from the German Research Foundation (DFG), German Ministry for Education and Research (BMBF), German Innovation Fund, Vertex Pharmaceuticals and Boehringer Ingelheim; consultancy fees from AbbVie, Antabio, Arrowhead, Boehringer Ingelheim, Enterprise Therapeutics, Kither Biotec, Prieris, Recode, Santhera, Splisense and Vertex Pharmaceuticals; speaker fees from Vertex Pharmaceuticals; and travel support from Boehringer Ingelheim and Vertex Pharmaceuticals. M.A. Mall also reports advisory board participation for AbbVie, Antabio, Arrowhead, Boehringer Ingelheim, Enterprise Therapeutics, Kither Biotec, Pari and Vertex Pharmaceuticals and is a fellow of ERS (unpaid). P.J. McShane is an advisory board member for Boehringer Ingelheim's Airleaf trial and Insmed's Aspen trial. P.J. McShane is also a principal investigator for clinical trials with the following pharmaceutical companies: Insmed: Aspen, 416; Boehringer Ingelheim: Airleaf; Paratek: oral omadacycline; AN2 Therapeutics: epetraborole; Renovian: ARINA-1; Redhill; Spero; and Armata. K.G. Nielsen reports advisory board membership for Boehringer Ingelheim. M. Shteinberg reports having received research grants from Novartis, Trudell Pharma and GlaxoSmithKline; travel grants from Novartis, Actelion, Boehringer Ingelheim, GlaxoSmithKline and Rafa; speaker fees from AstraZeneca, Boehringer Ingelheim, GlaxoSmithKline, Insmed, Teva, Novartis, Kamada and Sanofi; and advisory fees (including steering committee membership) from GlaxoSmithKline, Boehringer Ingelheim, Kamada, Syncrony Medical, Zambon and Vertex Pharmaceuticals. M. Shteinberg also reports data and safety monitoring board participation for Bonus Therapeutics, Israel and is an ERS Task Force member on bronchiectasis guideline development. S.D. Sullivan has participated in advisory boards for Boehringer Ingelheim and has research grants from Pfizer, Bayer and GlaxoSmithKline. S.H. Chotirmall is on advisory boards for CSL Behring, Boehringer Ingelheim and Pneumagen Ltd, served on a data and safety monitoring board for Inovio Pharmaceuticals Inc., and has received personal fees from AstraZeneca and Chiesi Farmaceutici.

Support statement: This systematic literature review was funded by Boehringer Ingelheim International GmbH. The authors did not receive payment related to the development of the manuscript. Boehringer Ingelheim was given the opportunity to review the manuscript for medical and scientific accuracy as well as intellectual property considerations. Funding information for this article has been deposited with the Crossref Funder Registry .

  • Received March 8, 2024.
  • Accepted June 4, 2024.
  • Copyright ©The authors 2024

This version is distributed under the terms of the Creative Commons Attribution Licence 4.0.

  • Murray MP ,
  • Chalmers JD ,
  • Aliberti S ,
  • McShane PJ ,
  • Naureckas ET ,
  • Tino G , et al.
  • Martins M ,
  • Chalmers JD
  • Chotirmall SH ,
  • Sun X , et al.
  • Curtis JR , et al.
  • Monteagudo M ,
  • Rodríguez-Blanco T ,
  • Barrecheguren M , et al.
  • Millett ERC ,
  • Joshi M , et al.
  • Ringshausen FC ,
  • de Roux A ,
  • Diel R , et al.
  • Liu S-X , et al.
  • Weycker D ,
  • Hansen GL ,
  • Shteinberg M ,
  • Adir Y , et al.
  • Aksamit TR ,
  • O'Donnell AE ,
  • Barker A , et al.
  • Polverino E ,
  • Crichton ML , et al.
  • Talwar D , et al.
  • Chalmers JD , et al.
  • Visser SK ,
  • Fox GJ , et al.
  • Sullivan AL ,
  • Goeminne PC ,
  • McDonnell MJ , et al.
  • Liberati A ,
  • Altman DG ,
  • Tetzlaff J , et al.
  • Scioscia G ,
  • Alcaraz-Serrano V , et al.
  • Bilotta M ,
  • Bartoli ML , et al.
  • Rosales-Mayor E ,
  • Benegas M , et al.
  • Mackay IM ,
  • Sloots TP , et al.
  • Alcaraz-Serrano V ,
  • Gimeno-Santos E ,
  • Scioscia G , et al.
  • Al-Harbi A ,
  • Al-Ghamdi M ,
  • Khan M , et al.
  • de Gracia J ,
  • Giron R , et al.
  • Sunjaya A ,
  • Reddel H , et al.
  • Raguer L , et al.
  • Martinez-Garcia MÁ ,
  • Athanazio R ,
  • Gramblicka G , et al.
  • Ailiyaer Y ,
  • Zhang Y , et al.
  • Stockley R ,
  • De Soyza A ,
  • Gunawardena K , et al.
  • de la Rosa Carrillo D ,
  • Navarro Rolon A ,
  • Girón Moreno RM , et al.
  • de la Rosa D ,
  • Martínez-Garcia M-A ,
  • Giron RM , et al.
  • Sharif S , et al.
  • Pottier H ,
  • Marquette CH , et al.
  • Nagelschmitz J ,
  • Kirsten A , et al.
  • Artaraz A ,
  • Crichton ML ,
  • Finch S , et al.
  • Aksamit T ,
  • Bandel TJ , et al.
  • Liu R , et al.
  • Olveira C ,
  • Olveira G ,
  • Gaspar I , et al.
  • Goeminne P ,
  • Aliberti S , et al.
  • Chalmers J ,
  • Dimakou K , et al.
  • Mitchelmore P ,
  • Rademacher J , et al.
  • Loebinger M ,
  • Menendez R , et al.
  • Bennett K , et al.
  • Barker RE , et al.
  • Zhu YN , et al.
  • Yong SJ , et al.
  • Inal-Ince D ,
  • Cakmak A , et al.
  • Araújo AS ,
  • Figueiredo MR ,
  • Lomonaco I , et al.
  • Navas-Bueno B ,
  • Casas-Maldonado F ,
  • Padilla-Galo A , et al.
  • Li T , et al.
  • Gatheral T ,
  • Sansom B , et al.
  • Leem AY , et al.
  • Bellelli G ,
  • Sotgiu G , et al.
  • Patel ARC ,
  • Singh R , et al.
  • Stroil-Salama E ,
  • Morgan L , et al.
  • Bradley JM ,
  • Bradbury I , et al.
  • Lo CY , et al.
  • Padilla A ,
  • Martínez-García M-Á , et al.
  • Dicker AJ ,
  • Lonergan M ,
  • Keir HR , et al.
  • Crichton M ,
  • Cassidy A , et al.
  • de Boer S ,
  • Fergusson W , et al.
  • Goeminne PC , et al.
  • Suarez-Cuartin G ,
  • Rodrigo-Troyano A , et al.
  • Abo-Leyah H , et al.
  • Blanchette CM ,
  • Stone G , et al.
  • Grimwood K ,
  • Ware RS , et al.
  • Kim HY , et al.
  • Martínez-Garcia MA ,
  • Olveira C , et al.
  • Lin CS , et al.
  • Navaratnam V ,
  • Millett ER ,
  • Hurst JR , et al.
  • Kim JM , et al.
  • Rabe KF , et al.
  • Wang LY , et al.
  • Schwartz BS ,
  • Al-Sayouri SA ,
  • Pollak JS , et al.
  • Girón Moreno RM ,
  • Sánchez Azofra A ,
  • Aldave Orzaiz B , et al.
  • Sonbahar-Ulu H , et al.
  • Nawrot TS ,
  • Ruttens D , et al.
  • Muirhead CR ,
  • Hubbard RB , et al.
  • Marchant JM ,
  • Roberts J , et al.
  • Lovie-Toon YG ,
  • Byrnes CA , et al.
  • Costa JdC ,
  • Blackall SR ,
  • King P , et al.
  • Jiang N , et al.
  • Jayaram L ,
  • Karalus N , et al.
  • McCullough AR ,
  • Tunney MM ,
  • Stuart Elborn J , et al.
  • Joschtel B ,
  • Gomersall SR ,
  • Tweedy S , et al.
  • Pizzutto SJ ,
  • Bauert P , et al.
  • Nam H , et al.
  • Navarro-Rolon A ,
  • Rosa-Carrillo D ,
  • Esquinas C , et al.
  • Seifer FD ,
  • Ji Y , et al.
  • McPhail SM ,
  • Hurley F , et al.
  • McCallum GB ,
  • Singleton RJ ,
  • Redding GJ , et al.
  • Contarini M ,
  • Shoemark A ,
  • Ozerovitch L ,
  • Masefield S ,
  • Polverino E , et al.
  • Filonenko A , et al.
  • Xu G , et al.
  • Roberts JM ,
  • Kularatna S , et al.

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Smart scheduling for next generation manufacturing systems: a systematic literature review

  • Published: 09 September 2024

Cite this article

journal in literature review

  • Shriprasad Chorghe   ORCID: orcid.org/0000-0001-5215-6144 1 ,
  • Rishi Kumar   ORCID: orcid.org/0000-0002-5745-8747 1 ,
  • Makarand S. Kulkarni   ORCID: orcid.org/0000-0002-1930-5555 2 ,
  • Vibhor Pandhare   ORCID: orcid.org/0000-0002-1956-6165 1 &
  • Bhupesh Kumar Lad   ORCID: orcid.org/0000-0002-7828-0116 1  

In the current scenario, smart scheduling has become an essential requirement to generate dynamic schedules, prescribe, and adjust scheduling plans in response to dynamic events such as machine failures, unpredictable demand, customer order cancellations, worker unavailability, and mass customization. Such scheduling techniques must also take advantage of intelligence continuously being built for next-generation manufacturing systems. This study presents a systematic literature review on smart scheduling, analysing 123 identified literature from 2010 to May 2024 using the PRISMA technique. The analysis includes scientometric and content analysis to identify paradigm shifts in development (concepts, methodologies, practices) along with their maturity levels, and provides recommendations for the next generation of smart scheduling. This study is significant for advancing knowledge and addressing current and future needs/requirements in smart scheduling. This would serve as a reference in understanding the maturity status of various developments, assist researchers and practitioners in identifying research gaps, and direct future advancements in the smart scheduling domain.

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Azab, E., Nafea, M., Shihata, L. A., & Mashaly, M. (2021). A machine-learning-assisted simulation approach for incorporating predictive maintenance in dynamic flow-shop scheduling. Applied Sciences (Switzerland) , 11 (24). https://doi.org/10.3390/app112411725

Bagheri Rad, N., & Behnamian, J. (2023). Real-time multi-factory scheduling in industry 4.0 with virtual alliances. Engineering Applications of Artificial Intelligence , 125. https://doi.org/10.1016/j.engappai.2023.106636

Barenji, A. V., Barenji, R. V., Roudi, D., & Hashemipour, M. (2017). A dynamic multi-agent-based scheduling approach for SMEs. International Journal of Advanced Manufacturing Technology , 89 (9–12), 3123–3137. https://doi.org/10.1007/s00170-016-9299-4

Article   Google Scholar  

Bencheikh, G., Letouzey, A., & Desforges, X. (2022). An approach for joint scheduling of production and predictive maintenance activities. Journal of Manufacturing Systems , 64 , 546–560. https://doi.org/10.1016/j.jmsy.2022.08.005

Bouazza, W., Sallez, Y., & Trentesaux, D. (2021). Dynamic scheduling of manufacturing systems: A product-driven approach using hyper-heuristics. International Journal of Computer Integrated Manufacturing , 34 (6), 641–665. https://doi.org/10.1080/0951192X.2021.1925969

Bueno, A., Godinho Filho, M., & Frank, A. G. (2020). Smart production planning and control in the industry 4.0 context: A systematic literature review. Computers and Industrial Engineering , 149. https://doi.org/10.1016/j.cie.2020.106774

Castillo, M., Monroy, R., & Ahmad, R. (2022). Scientometric analysis and systematic review of smart manufacturing technologies applied to the 3D printing polymer material extrusion system. Journal of Intelligent Manufacturing . https://doi.org/10.1007/s10845-022-02049-1

Chen, C., Kong, L., T., & Kan, W. (2023). Identifying the promising production planning and scheduling method for manufacturing in industry 4.0: A literature review. Production and Manufacturing Research , 11 (1). https://doi.org/10.1080/21693277.2023.2279329

Cupek, R., Ziebinski, A., Huczala, L., & Erdogan, H. (2016). Agent-based manufacturing execution systems for short-series production scheduling. Computers in Industry , 82 , 245–258. https://doi.org/10.1016/j.compind.2016.07.009

Darwish, L. R., El-Wakad, M. T., & Farag, M. M. (2021). Towards sustainable industry 4.0: A green real-time IIoT multitask scheduling architecture for distributed 3D printing services. Journal of Manufacturing Systems , 61 , 196–209. https://doi.org/10.1016/j.jmsy.2021.09.004

Destouet, C., Tlahig, H., Bettayeb, B., & Mazari, B. (2023). Flexible job shop scheduling problem under industry 5.0: A survey on human reintegration, environmental consideration and resilience improvement. Journal of Manufacturing Systems , 67 , 155–173. https://doi.org/10.1016/j.jmsy.2023.01.004

Didden, J. B. H. C., Dang, Q. V., & Adan, I. J. B. F. (2023). Decentralized learning multi-agent system for online machine shop scheduling problem. Journal of Manufacturing Systems , 67 , 338–360. https://doi.org/10.1016/j.jmsy.2023.02.004

Ebufegha, A., & Li, S. (2021). Multi-Agent System Model for Dynamic Scheduling in Flexibile Job Shops. 2021 Winter Simulation Conference (WSC), 1–12. https://doi.org/10.1109/WSC52266.2021.9715441

Echsler Minguillon, F., & Stricker, N. (2020). Robust predictive–reactive scheduling and its effect on machine disturbance mitigation. CIRP Annals , 69 (1), 401–404. https://doi.org/10.1016/j.cirp.2020.03.019

Erol, R., Sahin, C., Baykasoglu, A., & Kaplanoglu, V. (2012). A multi-agent based approach to dynamic scheduling of machines and automated guided vehicles in manufacturing systems. Applied Soft Computing Journal , 12 (6), 1720–1732. https://doi.org/10.1016/j.asoc.2012.02.001

Feng, Y., Wang, Q., Gao, Y., Cheng, J., & Tan, J. (2018). Energy-efficient job-shop dynamic scheduling system based on the Cyber-physical Energy-Monitoring System. Ieee Access : Practical Innovations, Open Solutions , 6 , 52238–52247. https://doi.org/10.1109/ACCESS.2018.2869048

Firme, B., Figueiredo, J., Sousa, J. M. C., & Vieira, S. M. (2023). Agent-based hybrid tabu-search heuristic for dynamic scheduling. Engineering Applications of Artificial Intelligence , 126 . https://doi.org/10.1016/j.engappai.2023.107146

Floody, A. R. J., M. A. F. R., & Arisha, A. (2018). A scientometric analysis of Knowledge Management Research and Practice literature: 2003–2015. Knowledge Management Research & Practice , 16 (1), 66–77. https://doi.org/10.1080/14778238.2017.1405776

Ghaleb, M., & Taghipour, S. (2023). Dynamic shop-floor scheduling using real-time information: A case study from the thermoplastic industry. Computers and Operations Research , 152. https://doi.org/10.1016/j.cor.2022.106134

Ghaleb, M., Zolfagharinia, H., & Taghipour, S. (2020). Real-time production scheduling in the Industry-4.0 context: Addressing uncertainties in job arrivals and machine breakdowns. Computers and Operations Research , 123. https://doi.org/10.1016/j.cor.2020.105031

Ghaleb, M., Taghipour, S., & Zolfagharinia, H. (2021). Real-time integrated production-scheduling and maintenance-planning in a flexible job shop with machine deterioration and condition-based maintenance. Journal of Manufacturing Systems , 61 , 423–449. https://doi.org/10.1016/j.jmsy.2021.09.018

Gil, C. B., & Lee, J. H. (2022). Deep reinforcement Learning Approach for Material Scheduling considering high-dimensional environment of Hybrid Flow-Shop Problem. Applied Sciences , 12 (18). https://doi.org/10.3390/app12189332

Grassi, A., Guizzi, G., Santillo, L. C., & Vespoli, S. (2021). Assessing the performances of a novel decentralised scheduling approach in industry 4.0 and cloud manufacturing contexts. International Journal of Production Research , 59 (20), 6034–6053. https://doi.org/10.1080/00207543.2020.1799105

Gu, W., Li, Y., Tang, D., Wang, X., & Yuan, M. (2022). Using real-time manufacturing data to schedule a smart factory via reinforcement learning. Computers and Industrial Engineering , 171. https://doi.org/10.1016/j.cie.2022.108406

Gui, Y., Tang, D., Zhu, H., Zhang, Y., & Zhang, Z. (2023). Dynamic scheduling for flexible job shop using a deep reinforcement learning approach. Computers and Industrial Engineering , 180. https://doi.org/10.1016/j.cie.2023.109255

He, N., Zhang, D. Z., & Li, Q. (2014). Agent-based hierarchical production planning and scheduling in make-to-order manufacturing system. International Journal of Production Economics , 149 , 117–130. https://doi.org/10.1016/j.ijpe.2013.08.022

Heydari, M., & Aazami, A. (2018). Minimizing the maximum tardiness and makespan criteria in a job shop scheduling problem with sequence dependent setup times. Journal of Industrial and Systems Engineering , 11 (2), 134–150. https://www.jise.ir/article_57040.html

Google Scholar  

Hu, L., Liu, Z., Hu, W., Wang, Y., Tan, J., & Wu, F. (2020). Petri-net-based dynamic scheduling of flexible manufacturing system via deep reinforcement learning with graph convolutional network. Journal of Manufacturing Systems , 55 , 1–14. https://doi.org/10.1016/j.jmsy.2020.02.004

Iqbal, N., Khan, A. N., Imran, Rizwan, A., Qayyum, F., Malik, S., Ahmad, R., & Kim, D. H. (2022). Enhanced time-constraint aware tasks scheduling mechanism based on predictive optimization for efficient load balancing in smart manufacturing. Journal of Manufacturing Systems , 64 , 19–39. https://doi.org/10.1016/j.jmsy.2022.05.015

Jian, C., Ping, J., & Zhang, M. (2021). A cloud edge-based two-level hybrid scheduling learning model in cloud manufacturing. International Journal of Production Research , 59 (16), 4836–4850. https://doi.org/10.1080/00207543.2020.1779371

Jiang, Z., Yuan, S., Ma, J., & Wang, Q. (2022). The evolution of production scheduling from industry 3.0 through industry 4.0. International Journal of Production Research , 60 (11), 3534–3554. https://doi.org/10.1080/00207543.2021.1925772

Jiang, B., Ma, Y., Chen, L., Huang, B., Huang, Y., & Guan, L. (2023). A review on Intelligent Scheduling and optimization for flexible job shop. International Journal of Control Automation and Systems , 21 (10), 3127–3150. https://doi.org/10.1007/s12555-023-0578-1

Johnson, D., Chen, G., & Lu, Y. (2022). Multi-agent reinforcement learning for real-time dynamic production scheduling in a Robot Assembly Cell. IEEE Robotics and Automation Letters , 7 (3), 7684–7691. https://doi.org/10.1109/LRA.2022.3184795

Khadiri, H., Sekkat, S., & Herrou, B. (2022). An Intelligent Method for the Scheduling of Cyber Physical Production systems. Management and Production Engineering Review , 13 (1), 44–51. https://doi.org/10.24425/mper.2022.140875

Khan, A. N., Iqbal, N., Rizwan, A., Malik, S., Ahmad, R., & Kim, D. H. (2022). A criticality-aware dynamic Task Scheduling mechanism for efficient resource load balancing in constrained Smart Manufacturing Environment. Ieee Access : Practical Innovations, Open Solutions , 10 , 50933–50946. https://doi.org/10.1109/ACCESS.2022.3173157

Kianpour, P., Gupta, D., Krishnan, K. K., & Gopalakrishnan, B. (2021). Automated job shop scheduling with dynamic processing times and due dates using project management and industry 4.0. Journal of Industrial and Production Engineering , 38 (7), 485–498. https://doi.org/10.1080/21681015.2021.1937725

Klein, M., Löcklin, A., Jazdi, N., & Weyrich, M. (2018). A negotiation based approach for agent based production scheduling. Procedia Manufacturing , 17 , 334–341. https://doi.org/10.1016/j.promfg.2018.10.054

Krenczyk, D., & Paprocka, I. (2023). Integration of Discrete Simulation, Prediction, and optimization methods for a production line Digital Twin Design. Materials , 16 (6). https://doi.org/10.3390/ma16062339

Kumara, H. Y. S., S. T. S. B., & Tsung, F. (2019). The internet of things for smart manufacturing: A review. IISE Transactions , 51 (11), 1190–1216. https://doi.org/10.1080/24725854.2018.1555383

Li, Z., & Chen, Y. (2023). Dynamic scheduling of multi-memory process flexible job shop problem based on digital twin. Computers and Industrial Engineering , 183. https://doi.org/10.1016/j.cie.2023.109498

Li, Y. M. S., F. Q. X. L., & Liu, J. (2022). A data-driven scheduling knowledge management method for smart shop floor. International Journal of Computer Integrated Manufacturing , 35 (7), 780–793. https://doi.org/10.1080/0951192X.2022.2025622

Li, Y., Carabelli, S., Fadda, E., Manerba, D., Tadei, R., & Terzo, O. (2020). Machine learning and optimization for production rescheduling in industry 4.0. International Journal of Advanced Manufacturing Technology , 110 (9–10), 2445–2463. https://doi.org/10.1007/s00170-020-05850-5

Li, M., Li, M., Ding, H., Ling, S., & Huang, G. Q. (2022). Graduation-inspired synchronization for industry 4.0 planning, scheduling, and execution. Journal of Manufacturing Systems , 64 , 94–106. https://doi.org/10.1016/j.jmsy.2022.05.017

Li, Y., Tao, Z., Wang, L., Du, B., Guo, J., & Pang, S. (2023). Digital twin-based job shop anomaly detection and dynamic scheduling. Robotics and Computer-Integrated Manufacturing , 79. https://doi.org/10.1016/j.rcim.2022.102443

Lohmer, J., & Lasch, R. (2021). Production planning and scheduling in multi-factory production networks: A systematic literature review. International Journal of Production Research , 59 (7), 2028–2054. https://doi.org/10.1080/00207543.2020.1797207

Luo, S. (2020). Dynamic scheduling for flexible job shop with new job insertions by deep reinforcement learning. Applied Soft Computing Journal , 91. https://doi.org/10.1016/j.asoc.2020.106208

Luo, Q., Deng, Q., Xie, G., & Gong, G. (2023). A pareto-based two-stage evolutionary algorithm for flexible job shop scheduling problem with worker cooperation flexibility. Robotics and Computer-Integrated Manufacturing , 82 , 102534. https://doi.org/10.1016/j.rcim.2023.102534

Ma, S., Zhang, Y., Lv, J., Ge, Y., Yang, H., & Li, L. (2020). Big data driven predictive production planning for energy-intensive manufacturing industries. Energy , 211 . https://doi.org/10.1016/j.energy.2020.118320

Ma, H., Huang, X., Hu, Z., Chen, Y., Qian, D., Deng, J., & Hua, L. (2023a). Multi-objective production scheduling optimization and management control system of complex aerospace components: A review. The International Journal of Advanced Manufacturing Technology , 127 (11), 4973–4993. https://doi.org/10.1007/s00170-023-11707-4

Maoudj, A., Bouzouia, B., Hentout, A., Kouider, A., & Toumi, R. (2019). Distributed multi-agent scheduling and control system for robotic flexible assembly cells. Journal of Intelligent Manufacturing , 30 (4), 1629–1644. https://doi.org/10.1007/s10845-017-1345-z

Marzia, S., AlejandroVital-Soto, & Azab, A. (2023). Automated process planning and dynamic scheduling for smart manufacturing: A systematic literature review. Manufacturing Letters , 35 , 861–872. https://doi.org/10.1016/j.mfglet.2023.07.013

Mendia, I., Gil-Lopez, S., Grau, I., & Del Ser, J. (2022). A novel approach for the detection of anomalous energy consumption patterns in industrial cyber-physical systems. Expert Systems . https://doi.org/10.1111/exsy.12959

Mihoubi, B., Bouzouia, B., & Gaham, M. (2020). Reactive scheduling approach for solving a realistic flexible job shop scheduling problem. International Journal of Production Research , 1–19. https://doi.org/10.1080/00207543.2020.1790686

Mou, J., Gao, L., Li, X., Pan, Q., & Mu, J. (2017). Multi-objective inverse scheduling optimization of single-machine shop system with uncertain due-dates and processing times. Cluster Computing , 20 (1), 371–390. https://doi.org/10.1007/s10586-016-0717-z

Mourtzis, D., Zogopoulos, V., & Xanthi, F. (2019). Augmented reality application to support the assembly of highly customized products and to adapt to production re-scheduling. International Journal of Advanced Manufacturing Technology , 105 (9), 3899–3910. https://doi.org/10.1007/s00170-019-03941-6

Mourtzis, D., Angelopoulos, J., & Zogopoulos, V. (2021). Integrated and adaptive AR maintenance and shop-floor rescheduling. Computers in Industry , 125. https://doi.org/10.1016/j.compind.2020.103383

Nouiri, M., Trentesaux, D., & Bekrar, A. (2019). Towards energy efficient scheduling of manufacturing systems through collaboration between cyber physical production and energy systems. Energies , 12 (23). https://doi.org/10.3390/en12234448

Nouiri, M., Bekrar, A., & Trentesaux, D. (2020). An energy-efficient scheduling and rescheduling method for production and logistics systems†. International Journal of Production Research , 58 (11), 3263–3283. https://doi.org/10.1080/00207543.2019.1660826

Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., & Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. International Journal of Surgery , 88 , 105906. https://doi.org/10.1016/j.ijsu.2021.105906

Pandhare, V., Negri, E., Ragazzini, L., Cattaneo, L., Macchi, M., & Lee, J. (2024). Digital twin-enabled robust production scheduling for equipment in degraded state. Journal of Manufacturing Systems , 74 , 841–857. https://doi.org/10.1016/j.jmsy.2024.04.027

Parente, M., Figueira, G., Amorim, P., & Marques, A. (2020). Production scheduling in the context of industry 4.0: Review and trends. International Journal of Production Research , 58 (17), 5401–5431. https://doi.org/10.1080/00207543.2020.1718794

Prashar, A., Tortorella, G. L., & Fogliatto, F. S. (2022). Production scheduling in industry 4.0: Morphological analysis of the literature and future research agenda. Journal of Manufacturing Systems , 65 , 33–43. https://doi.org/10.1016/j.jmsy.2022.08.008

Priore, P., Ponte, B., Puente, J., & Gómez, A. (2018). Learning-based scheduling of flexible manufacturing systems using ensemble methods. Computers and Industrial Engineering , 126 , 282–291. https://doi.org/10.1016/j.cie.2018.09.034

Qian, C., Zhang, Y., Jiang, C., Pan, S., & Rong, Y. (2020). A real-time data-driven collaborative mechanism in fixed-position assembly systems for smart manufacturing. Robotics and Computer-Integrated Manufacturing , 61. https://doi.org/10.1016/j.rcim.2019.101841

Qiao, F., Liu, J., & Ma, Y. (2021). Industrial big-data-driven and CPS-based adaptive production scheduling for smart manufacturing. International Journal of Production Research , 59 (23), 7139–7159. https://doi.org/10.1080/00207543.2020.1836417

Qin, Z., & Lu, Y. (2021). Self-organizing manufacturing network: A paradigm towards smart manufacturing in mass personalization. Journal of Manufacturing Systems , 60 , 35–47. https://doi.org/10.1016/j.jmsy.2021.04.016

Ramadan, M., Salah, B., Othman, M., & Ayubali, A. A. (2020). Industry 4.0-based real-time scheduling and dispatching in lean manufacturing systems. Sustainability (Switzerland) , 12 (6). https://doi.org/10.3390/su12062272

Ren, W., Yan, Y., Hu, Y., & Guan, Y. (2022). Joint optimisation for dynamic flexible job-shop scheduling problem with transportation time and resource constraints. International Journal of Production Research , 60 (18), 5675–5696. https://doi.org/10.1080/00207543.2021.1968526

Rohaninejad, M., Tavakkoli-Moghaddam, R., Vahedi-Nouri, B., Hanzálek, Z., & Shirazian, S. (2022). A hybrid learning-based meta-heuristic algorithm for scheduling of an additive manufacturing system consisting of parallel SLM machines. International Journal of Production Research , 60 (20), 6205–6225. https://doi.org/10.1080/00207543.2021.1987550

Romero-Silva, R., & Hernández-López, G. (2020). Shop-floor scheduling as a competitive advantage: A study on the relevance of cyber-physical systems in different manufacturing contexts. International Journal of Production Economics , 224. https://doi.org/10.1016/j.ijpe.2019.107555

Rossit, D., & Tohmé, F. (2018). Scheduling research contributions to Smart manufacturing. Manufacturing Letters , 15 , 111–114. https://doi.org/10.1016/j.mfglet.2017.12.005

Rossit, D. A., Tohmé, F., & Frutos, M. (2019a). Industry 4.0: Smart Scheduling. International Journal of Production Research , 57 (12), 3802–3813. https://doi.org/10.1080/00207543.2018.1504248

Rossit, D. A., Tohmé, F., & Frutos, M. (2019b). Production planning and scheduling in Cyber-physical Production systems: A review. International Journal of Computer Integrated Manufacturing , 32 (4–5), 385–395. https://doi.org/10.1080/0951192X.2019.1605199

Rossit, D. A., Tohmé, F., & Frutos, M. (2019c). A data-driven scheduling approach to smart manufacturing. Journal of Industrial Information Integration , 15 , 69–79. https://doi.org/10.1016/j.jii.2019.04.003

Salman Saeidlou, M. S., & Jules, G. D. (2019). Knowledge and agent-based system for decentralised scheduling in manufacturing. Cogent Engineering , 6 (1), 1582309. https://doi.org/10.1080/23311916.2019.1582309

Schweitzer, F., Bitsch, G., & Louw, L. (2023). Choosing solution strategies for Scheduling Automated guided vehicles in Production using machine learning. Applied Sciences , 13 (2). https://doi.org/10.3390/app13020806

Seeger, P. M., Yahouni, Z., & Alpan, G. (2022). Literature review on using data mining in production planning and scheduling within the context of cyber physical systems. Journal of Industrial Information Integration , 28. https://doi.org/10.1016/j.jii.2022.100371

Serrano-Ruiz, J. C., Mula, J., & Poler, R. (2021). Smart manufacturing scheduling: A literature review. Journal of Manufacturing Systems , 61 , 265–287. https://doi.org/10.1016/j.jmsy.2021.09.011

Serrano-Ruiz, J. C., Mula, J., & Poler, R. (2022). Development of a multidimensional conceptual model for job shop smart manufacturing scheduling from the industry 4.0 perspective. Journal of Manufacturing Systems , 63 , 185–202. https://doi.org/10.1016/j.jmsy.2022.03.011

Seuring, S., & Gold, S. (2012). Conducting content-analysis based literature reviews in supply chain management. Supply Chain Management , 17 , 544–555. https://doi.org/10.1108/13598541211258609

Shen, W. (2002). Distributed manufacturing scheduling using intelligent agents. IEEE Intelligent Systems , 17 (1), 88–94. https://doi.org/10.1109/5254.988492

Shi, L., Guo, G., & Song, X. (2021). Multi-agent based dynamic scheduling optimisation of the sustainable hybrid flow shop in a ubiquitous environment. International Journal of Production Research , 59 (2), 576–597. https://doi.org/10.1080/00207543.2019.1699671

Shiue, Y. R., Lee, K. C., & Su, C. T. (2022). Development of dynamic scheduling in semiconductor manufacturing using a Q-learning approach. International Journal of Computer Integrated Manufacturing , 35 (10–11), 1188–1204. https://doi.org/10.1080/0951192X.2021.1946849

Sun, Y. L. S., X. V. W., & Wang, L. (2022). An iterative combinatorial auction mechanism for multi-agent parallel machine scheduling. International Journal of Production Research , 60 (1), 361–380. https://doi.org/10.1080/00207543.2021.1950938

Tang, Q. N. D., H. Z., & Sun, H. (2022). A multi-agent and internet of things framework of digital twin for optimized manufacturing control. International Journal of Computer Integrated Manufacturing , 35 (10–11), 1205–1226. https://doi.org/10.1080/0951192X.2021.2004619

Tang, D., Dai, M., Salido, M. A., & Giret, A. (2016). Energy-efficient dynamic scheduling for a flexible flow shop using an improved particle swarm optimization. Computers in Industry , 81 , 82–95. https://doi.org/10.1016/j.compind.2015.10.001

Tliba, K., Diallo, T. M. L., Penas, O., Ben Khalifa, R., Ben Yahia, N., & Choley, J. Y. (2023). Digital twin-driven dynamic scheduling of a hybrid flow shop. Journal of Intelligent Manufacturing , 34 (5), 2281–2306. https://doi.org/10.1007/s10845-022-01922-3

Toptal, A., & Sabuncuoglu, I. (2010). Distributed scheduling: A review of concepts and applications. International Journal of Production Research , 48 (18), 5235–5262. https://doi.org/10.1080/00207540903121065

Upasani, K., Bakshi, M., Pandhare, V., & Lad, B. K. (2017). Distributed maintenance planning in manufacturing industries. Computers & Industrial Engineering , 108 , 1–14. https://doi.org/10.1016/j.cie.2017.03.027

Usman, S., & Lu, C. (2024). Job-shop scheduling with limited flexible workers considering ergonomic factors using an improved multi-objective discrete Jaya algorithm. Computers & Operations Research , 162 , 106456. https://doi.org/10.1016/j.cor.2023.106456

Villalonga, A., Negri, E., Biscardo, G., Castano, F., Haber, R. E., Fumagalli, L., & Macchi, M. (2021). A decision-making framework for dynamic scheduling of cyber-physical production systems based on digital twins. Annual Reviews in Control , 51 , 357–373. https://doi.org/10.1016/j.arcontrol.2021.04.008

Wan, J., Chen, B., Wang, S., Xia, M., Li, D., & Liu, C. (2018). Fog Computing for Energy-Aware load balancing and scheduling in Smart Factory. IEEE Transactions on Industrial Informatics , 14 (10), 4548–4556. https://doi.org/10.1109/TII.2018.2818932

Wang, Z., Hu, H., Gong, J., & Ma, X. (2018). Synchronizing production scheduling with resources allocation for precast components in a multi-agent system environment. Journal of Manufacturing Systems , 49 , 131–142. https://doi.org/10.1016/j.jmsy.2018.09.004

Wang, X., Zhang, L., Liu, Y., Li, F., Chen, Z., Zhao, C., & Bai, T. (2022b). Dynamic scheduling of tasks in cloud manufacturing with multi-agent reinforcement learning. Journal of Manufacturing Systems , 65 , 130–145. https://doi.org/10.1016/j.jmsy.2022.08.004

Wang, J., Liu, Y., Ren, S., Wang, C., & Ma, S. (2023). Edge computing-based real-time scheduling for digital twin flexible job shop with variable time window. Robotics and Computer-Integrated Manufacturing , 79. https://doi.org/10.1016/j.rcim.2022.102435

Weiss-Cohen, M., Mitnovizky, M., & Shpitalni, M. (2017). Manufacturing systems: Using agents with local intelligence to maximize factory profit. CIRP Journal of Manufacturing Science and Technology , 18 , 135–144. https://doi.org/10.1016/j.cirpj.2016.11.005

Wen, X., Lian, X., Qian, Y., Zhang, Y., Wang, H., & Li, H. (2022). Dynamic scheduling method for integrated process planning and scheduling problem with machine fault. Robotics and Computer-Integrated Manufacturing , 77 . https://doi.org/10.1016/j.rcim.2022.102334

Wu, X., Tian, S., & Zhang, L. (2019). The internet of things enabled shop floor scheduling and process control Method based on Petri nets. Ieee Access : Practical Innovations, Open Solutions , 7 , 27432–27442. https://doi.org/10.1109/ACCESS.2019.2900117

Wu, X., Cao, Z., & Wu, S. (2021). Real-time hybrid Flow Shop Scheduling Approach in Smart Manufacturing Environment. Complex System Modeling and Simulation , 1 (4), 335–350. https://doi.org/10.23919/CSMS.2021.0024

Xu, L. Z., & Xie, Q. S. (2021). Dynamic production scheduling of digital twin job-shop based on edge computing. Journal of Information Science and Engineering , 37 (1), 93–105. https://doi.org/10.6688/JISE.202101_37(1).0007

Yan, Q., Wang, H., & Wu, F. (2022). Digital twin-enabled dynamic scheduling with preventive maintenance using a double-layer Q-learning algorithm. Computers and Operations Research , 144. https://doi.org/10.1016/j.cor.2022.105823

Yang, S., & Xu, Z. (2022). Intelligent scheduling and reconfiguration via deep reinforcement learning in smart manufacturing. International Journal of Production Research , 60 (16), 4936–4953. https://doi.org/10.1080/00207543.2021.1943037

Yin, L., Zhang, W., & Zhou, T. (2023). Machine Health-Driven Dynamic Scheduling of Hybrid Jobs for Flexible Manufacturing Shop. International Journal of Precision Engineering and Manufacturing , 24 (5), 797–812. https://doi.org/10.1007/s12541-023-00784-w

Zhang, H., Zhao, F., & Sutherland, J. W. (2015). Energy-efficient scheduling of multiple manufacturing factories under real-time electricity pricing. CIRP Annals , 64 (1), 41–44. https://doi.org/10.1016/j.cirp.2015.04.049

Zhang, S., Tang, F., Li, X., Liu, J., & Zhang, B. (2021). A hybrid multi-objective approach for real-time flexible production scheduling and rescheduling under dynamic environment in industry 4.0 context. Computers and Operations Research , 132. https://doi.org/10.1016/j.cor.2021.105267

Zhang, Y., Zhu, H., Tang, D., Zhou, T., & Gui, Y. (2022b). Dynamic job shop scheduling based on deep reinforcement learning for multi-agent manufacturing systems. Robotics and Computer-Integrated Manufacturing , 78 . https://doi.org/10.1016/j.rcim.2022.102412

Zhang, Y., Liang, Y., Jia, B., & Wang, P. (2023). Scheduling and process optimization for Blockchain-Enabled Cloud Manufacturing using dynamic selection evolutionary algorithm. IEEE Transactions on Industrial Informatics , 19 (2), 1903–1911. https://doi.org/10.1109/TII.2022.3188835

Zhou, B., & Zhao, Z. (2022). A hybrid fuzzy-neural-based dynamic scheduling method for part feeding of mixed-model assembly lines. Computers and Industrial Engineering , 163. https://doi.org/10.1016/j.cie.2021.107794

Zhou, L., Jiang, Z., Geng, N., Niu, Y., Cui, F., Liu, K., & Qi, N. (2022b). Production and operations management for intelligent manufacturing: A systematic literature review. International Journal of Production Research , 60 (2), 808–846. https://doi.org/10.1080/00207543.2021.2017055

Zonta, T., da Costa, C. A., Zeiser, F. A., de Oliveira Ramos, G., Kunst, R., & da Rosa Righi, R. (2022). A predictive maintenance model for optimizing production schedule using deep neural networks. Journal of Manufacturing Systems , 62 , 450–462. https://doi.org/10.1016/j.jmsy.2021.12.013

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Acknowledgements

This work is supported by CHANAKYA Fellowships of IITI DRISHTI CPS Foundation under the National Mission on Interdisciplinary Cyber Physical System (NM-ICPS) of Department of Science and Technology, Government of India.

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Shriprasad Chorghe, Rishi Kumar, Vibhor Pandhare & Bhupesh Kumar Lad

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Chorghe, S., Kumar, R., Kulkarni, M.S. et al. Smart scheduling for next generation manufacturing systems: a systematic literature review. J Intell Manuf (2024). https://doi.org/10.1007/s10845-024-02484-2

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Measuring resilience in children: a review of recent literature and recommendations for future research

King, Leonora a ; Jolicoeur-Martineau, Alexia b ; Laplante, David P. c ; Szekely, Eszter a ; Levitan, Robert d ; Wazana, Ashley a

a Jewish General Hospital, Lady Davis Institute for Medical Research and McGill University

b Mila, Jewish General Hospital, University of Montreal

c Jewish General Hospital, Lady Davis Institute for Medical Research, Montreal

d Family Mental Health Research Institute, Centre for Addiction and Mental Health, University of Toronto, Toronto, Canada

Correspondence to Ashley Wazana, MD, Child Center for Development and Mental Health, Jewish General Hospital, 4335 Chemin Cote Sainte-Catherine West, Montréal, QC, Canada H3T 1E4. Tel: +1 514 340 8222x27652; e-mail: [email protected]

Purpose of review 

Understanding variability in developmental outcomes following exposure to early life adversity (ELA) has been an area of increasing interest in psychiatry, as resilient outcomes are just as prevalent as negative ones. However, resilient individuals are understudied in most cohorts and even when studied, resilience is typically defined as an absence of psychopathology. This review examines current approaches to resilience and proposes more comprehensive and objective ways of defining resilience.

Recent findings 

Of the 36 studies reviewed, the most commonly used measure was the Strengths and Difficulties Questionnaire ( n = 6), followed by the Child Behavior Checklist ( n = 5), the Resilience Scale for Chinese Adolescents ( n = 5), the Rosenberg Self-Esteem Scale ( n = 4), and the Child and Youth Resilience Scale ( n = 3).

Summary 

This review reveals that studies tend to rely on self-report methods to capture resilience which poses some challenges. We propose a complementary measure of child resilience that relies on more proactive behavioral and observational indicators; some of our preliminary findings are presented. Additionally, concerns about the way ELA is characterized as well as the influence of genetics on resilient outcomes prompts further considerations about how to proceed with resiliency research.

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