• Digital Manufacturing
• Smart Factory
Clearly defined research question(s) are the key elements which set the focus for study identification and data extraction [21] . These questions are formulated based on the PICOC criteria as presented in the example in Table 2 (PICOC keywords are underlined).
Research questions examples.
Research Questions examples |
---|
• : What are the current challenges of context-aware systems that support the decision-making of business processes in smart manufacturing? • : Which technique is most appropriate to support decision-making for business process management in smart factories? • : In which scenarios are semantic web and machine learning used to provide context-awareness in business process management for smart manufacturing? |
The validity of a study will depend on the proper selection of a database since it must adequately cover the area under investigation [19] . The Web of Science (WoS) is an international and multidisciplinary tool for accessing literature in science, technology, biomedicine, and other disciplines. Scopus is a database that today indexes 40,562 peer-reviewed journals, compared to 24,831 for WoS. Thus, Scopus is currently the largest existing multidisciplinary database. However, it may also be necessary to include sources relevant to computer science, such as EI Compendex, IEEE Xplore, and ACM. Table 3 compares the area of expertise of a selection of databases.
Planning Step 3 “Select digital libraries”. Description of digital libraries in computer science and software engineering.
Database | Description | URL | Area | Advanced Search Y/N |
---|---|---|---|---|
Scopus | From Elsevier. sOne of the largest databases. Very user-friendly interface | Interdisciplinary | Y | |
Web of Science | From Clarivate. Multidisciplinary database with wide ranging content. | Interdisciplinary | Y | |
EI Compendex | From Elsevier. Focused on engineering literature. | Engineering | Y (Query view not available) | |
IEEE Digital Library | Contains scientific and technical articles published by IEEE and its publishing partners. | Engineering and Technology | Y | |
ACM Digital Library | Complete collection of ACM publications. | Computing and information technology | Y |
Authors should define the inclusion and exclusion criteria before conducting the review to prevent bias, although these can be adjusted later, if necessary. The selection of primary studies will depend on these criteria. Articles are included or excluded in this first selection based on abstract and primary bibliographic data. When unsure, the article is skimmed to further decide the relevance for the review. Table 4 sets out some criteria types with descriptions and examples.
Planning Step 4 “Define inclusion and exclusion criteria”. Examples of criteria type.
Criteria Type | Description | Example |
---|---|---|
Period | Articles can be selected based on the time period to review, e.g., reviewing the technology under study from the year it emerged, or reviewing progress in the field since the publication of a prior literature review. | : From 2015 to 2021 Articles prior 2015 |
Language | Articles can be excluded based on language. | : Articles not in English |
Type of Literature | Articles can be excluded if they are fall into the category of grey literature. | Reports, policy literature, working papers, newsletters, government documents, speeches |
Type of source | Articles can be included or excluded by the type of origin, i.e., conference or journal articles or books. | : Articles from Conferences or Journals Articles from books |
Impact Source | Articles can be excluded if the author limits the impact factor or quartile of the source. | Articles from Q1, and Q2 sources : Articles with a Journal Impact Score (JIS) lower than |
Accessibility | Not accessible in specific databases. | : Not accessible |
Relevance to research questions | Articles can be excluded if they are not relevant to a particular question or to “ ” number of research questions. | Not relevant to at least 2 research questions |
Assessing the quality of an article requires an artifact which describes how to perform a detailed assessment. A typical quality assessment is a checklist that contains multiple factors to evaluate. A numerical scale is used to assess the criteria and quantify the QA [22] . Zhou et al. [25] presented a detailed description of assessment criteria in software engineering, classified into four main aspects of study quality: Reporting, Rigor, Credibility, and Relevance. Each of these criteria can be evaluated using, for instance, a Likert-type scale [17] , as shown in Table 5 . It is essential to select the same scale for all criteria established on the quality assessment.
Planning Step 5 “Define QA assessment checklist”. Examples of QA scales and questions.
Do the researchers discuss any problems (limitations, threats) with the validity of their results (reliability)? | 1 – No, and not considered (Score: 0) 2 – Partially (Score: 0.5) 3 – Yes (Score: 1) |
Is there a clear definition/ description/ statement of the aims/ goals/ purposes/ motivations/ objectives/ questions of the research? | 1 – Disagree (Score: 1) 2 – Somewhat disagree (Score: 2) 3 – Neither agree nor disagree (Score: 3) 4 – Somewhat agree (Score: 4) 5 – Agree (Score: 5) |
The data extraction form represents the information necessary to answer the research questions established for the review. Synthesizing the articles is a crucial step when conducting research. Ramesh et al. [15] presented a classification scheme for computer science research, based on topics, research methods, and levels of analysis that can be used to categorize the articles selected. Classification methods and fields to consider when conducting a review are presented in Table 6 .
Planning Step 6 “Define data extraction form”. Examples of fields.
Classification and fields to consider for data extraction | Description and examples |
---|---|
Research type | • focuses on abstract ideas, concepts, and theories built on literature reviews . • uses scientific data or case studies for explorative, descriptive, explanatory, or measurable findings . an SLR on context-awareness for S-PSS and categorized the articles in theoretical and empirical research. |
By process phases, stages | When analyzing a process or series of processes, an effective way to structure the data is to find a well-established framework of reference or architecture. : • an SLR on self-adaptive systems uses the MAPE-K model to understand how the authors tackle each module stage. • presented a context-awareness survey using the stages of context-aware lifecycle to review different methods. |
By technology, framework, or platform | When analyzing a computer science topic, it is important to know the technology currently employed to understand trends, benefits, or limitations. : • an SLR on the big data ecosystem in the manufacturing field that includes frameworks, tools, and platforms for each stage of the big data ecosystem. |
By application field and/or industry domain | If the review is not limited to a specific “Context” or “Population" (industry domain), it can be useful to identify the field of application : • an SLR on adaptive training using virtual reality (VR). The review presents an extensive description of multiple application domains and examines related work. |
Gaps and challenges | Identifying gaps and challenges is important in reviews to determine the research needs and further establish research directions that can help scholars act on the topic. |
Findings in research | Research in computer science can deliver multiple types of findings, e.g.: |
Evaluation method | Case studies, experiments, surveys, mathematical demonstrations, and performance indicators. |
The data extraction must be relevant to the research questions, and the relationship to each of the questions should be included in the form. Kitchenham & Charters [6] presented more pertinent data that can be captured, such as conclusions, recommendations, strengths, and weaknesses. Although the data extraction form can be updated if more information is needed, this should be treated with caution since it can be time-consuming. It can therefore be helpful to first have a general background in the research topic to determine better data extraction criteria.
After defining the protocol, conducting the review requires following each of the steps previously described. Using tools can help simplify the performance of this task. Standard tools such as Excel or Google sheets allow multiple researchers to work collaboratively. Another online tool specifically designed for performing SLRs is Parsif.al 1 . This tool allows researchers, especially in the context of software engineering, to define goals and objectives, import articles using BibTeX files, eliminate duplicates, define selection criteria, and generate reports.
Search strings are built considering the PICOC elements and synonyms to execute the search in each database library. A search string should separate the synonyms with the boolean operator OR. In comparison, the PICOC elements are separated with parentheses and the boolean operator AND. An example is presented next:
(“Smart Manufacturing” OR “Digital Manufacturing” OR “Smart Factory”) AND (“Business Process Management” OR “BPEL” OR “BPM” OR “BPMN”) AND (“Semantic Web” OR “Ontology” OR “Semantic” OR “Semantic Web Service”) AND (“Framework” OR “Extension” OR “Plugin” OR “Tool”
Databases that feature advanced searches enable researchers to perform search queries based on titles, abstracts, and keywords, as well as for years or areas of research. Fig. 1 presents the example of an advanced search in Scopus, using titles, abstracts, and keywords (TITLE-ABS-KEY). Most of the databases allow the use of logical operators (i.e., AND, OR). In the example, the search is for “BIG DATA” and “USER EXPERIENCE” or “UX” as a synonym.
Example of Advanced search on Scopus.
In general, bibliometric data of articles can be exported from the databases as a comma-separated-value file (CSV) or BibTeX file, which is helpful for data extraction and quantitative and qualitative analysis. In addition, researchers should take advantage of reference-management software such as Zotero, Mendeley, Endnote, or Jabref, which import bibliographic information onto the software easily.
The first step in this stage is to identify any duplicates that appear in the different searches in the selected databases. Some automatic procedures, tools like Excel formulas, or programming languages (i.e., Python) can be convenient here.
In the second step, articles are included or excluded according to the selection criteria, mainly by reading titles and abstracts. Finally, the quality is assessed using the predefined scale. Fig. 2 shows an example of an article QA evaluation in Parsif.al, using a simple scale. In this scenario, the scoring procedure is the following YES= 1, PARTIALLY= 0.5, and NO or UNKNOWN = 0 . A cut-off score should be defined to filter those articles that do not pass the QA. The QA will require a light review of the full text of the article.
Performing quality assessment (QA) in Parsif.al.
Those articles that pass the study selection are then thoroughly and critically read. Next, the researcher completes the information required using the “data extraction” form, as illustrated in Fig. 3 , in this scenario using Parsif.al tool.
Example of data extraction form using Parsif.al.
The information required (study characteristics and findings) from each included study must be acquired and documented through careful reading. Data extraction is valuable, especially if the data requires manipulation or assumptions and inferences. Thus, information can be synthesized from the extracted data for qualitative or quantitative analysis [16] . This documentation supports clarity, precise reporting, and the ability to scrutinize and replicate the examination.
The analysis phase examines the synthesized data and extracts meaningful information from the selected articles [10] . There are two main goals in this phase.
The first goal is to analyze the literature in terms of leading authors, journals, countries, and organizations. Furthermore, it helps identify correlations among topic s . Even when not mandatory, this activity can be constructive for researchers to position their work, find trends, and find collaboration opportunities. Next, data from the selected articles can be analyzed using bibliometric analysis (BA). BA summarizes large amounts of bibliometric data to present the state of intellectual structure and emerging trends in a topic or field of research [4] . Table 7 sets out some of the most common bibliometric analysis representations.
Techniques for bibliometric analysis and examples.
Publication-related analysis | Description | Example |
---|---|---|
Years of publications | Determine interest in the research topic by years or the period established by the SLR, by quantifying the number of papers published. Using this information, it is also possible to forecast the growth rate of research interest. | [ ] identified the growth rate of research interest and the yearly publication trend. |
Top contribution journals/conferences | Identify the leading journals and conferences in which authors can share their current and future work. | , |
Top countries' or affiliation contributions | Examine the impacts of countries or affiliations leading the research topic. | [ , ] identified the most influential countries. |
Leading authors | Identify the most significant authors in a research field. | - |
Keyword correlation analysis | Explore existing relationships between topics in a research field based on the written content of the publication or related keywords established in the articles. | using keyword clustering analysis ( ). using frequency analysis. |
Total and average citation | Identify the most relevant publications in a research field. | Scatter plot citation scores and journal factor impact |
Several tools can perform this type of analysis, such as Excel and Google Sheets for statistical graphs or using programming languages such as Python that has available multiple data visualization libraries (i.e. Matplotlib, Seaborn). Cluster maps based on bibliographic data(i.e keywords, authors) can be developed in VosViewer which makes it easy to identify clusters of related items [18] . In Fig. 4 , node size is representative of the number of papers related to the keyword, and lines represent the links among keyword terms.
[1] Keyword co-relationship analysis using clusterization in vos viewer.
This second and most important goal is to answer the formulated research questions, which should include a quantitative and qualitative analysis. The quantitative analysis can make use of data categorized, labelled, or coded in the extraction form (see Section 1.6). This data can be transformed into numerical values to perform statistical analysis. One of the most widely employed method is frequency analysis, which shows the recurrence of an event, and can also represent the percental distribution of the population (i.e., percentage by technology type, frequency of use of different frameworks, etc.). Q ualitative analysis includes the narration of the results, the discussion indicating the way forward in future research work, and inferring a conclusion.
Finally, the literature review report should state the protocol to ensure others researchers can replicate the process and understand how the analysis was performed. In the protocol, it is essential to present the inclusion and exclusion criteria, quality assessment, and rationality beyond these aspects.
The presentation and reporting of results will depend on the structure of the review given by the researchers conducting the SLR, there is no one answer. This structure should tie the studies together into key themes, characteristics, or subgroups [ 28 ].
SLR can be an extensive and demanding task, however the results are beneficial in providing a comprehensive overview of the available evidence on a given topic. For this reason, researchers should keep in mind that the entire process of the SLR is tailored to answer the research question(s). This article has detailed a practical guide with the essential steps to conducting an SLR in the context of computer science and software engineering while citing multiple helpful examples and tools. It is envisaged that this method will assist researchers, and particularly early-stage researchers, in following an algorithmic approach to fulfill this task. Finally, a quick checklist is presented in Appendix A as a companion of this article.
Angela Carrera-Rivera: Conceptualization, Methodology, Writing-Original. William Ochoa-Agurto : Methodology, Writing-Original. Felix Larrinaga : Reviewing and Supervision Ganix Lasa: Reviewing and Supervision.
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Funding : This project has received funding from the European Union's Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie Grant No. 814078.
Carrera-Rivera, A., Larrinaga, F., & Lasa, G. (2022). Context-awareness for the design of Smart-product service systems: Literature review. Computers in Industry, 142, 103730.
1 https://parsif.al/
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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:
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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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.
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:
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.
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.
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.
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.
Use your keywords to begin searching for sources. Some databases to search for journals and articles include:
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:
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!
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.
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:
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.
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).
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.
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:
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:
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:
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 .
If you want to cite this source, you can copy and paste the citation or click the ‘Cite this Scribbr article’ button to automatically add the citation to our free Reference Generator.
McCombes, S. (2022, June 07). What is a Literature Review? | Guide, Template, & Examples. Scribbr. Retrieved 26 August 2024, from https://www.scribbr.co.uk/thesis-dissertation/literature-review/
Other students also liked, how to write a dissertation proposal | a step-by-step guide, what is a theoretical framework | a step-by-step guide, what is a research methodology | steps & tips.
Writing-a-literature-review-six-steps-to-get-you-from-start-to-finish.
Tanya Golash-Boza, Associate Professor of Sociology, University of California
February 03, 2022
Writing a literature review is often the most daunting part of writing an article, book, thesis, or dissertation. “The literature” seems (and often is) massive. I have found it helpful to be as systematic as possible when completing this gargantuan task.
Sonja Foss and William Walters* describe an efficient and effective way of writing a literature review. Their system provides an excellent guide for getting through the massive amounts of literature for any purpose: in a dissertation, an M.A. thesis, or preparing a research article for publication in any field of study. Below is a summary of the steps they outline as well as a step-by-step method for writing a literature review.
Step One: Decide on your areas of research:
Before you begin to search for articles or books, decide beforehand what areas you are going to research. Make sure that you only get articles and books in those areas, even if you come across fascinating books in other areas. A literature review I am currently working on, for example, explores barriers to higher education for undocumented students.
Step Two: Search for the literature:
Conduct a comprehensive bibliographic search of books and articles in your area. Read the abstracts online and download and/or print those articles that pertain to your area of research. Find books in the library that are relevant and check them out. Set a specific time frame for how long you will search. It should not take more than two or three dedicated sessions.
Step Three: Find relevant excerpts in your books and articles:
Skim the contents of each book and article and look specifically for these five things:
1. Claims, conclusions, and findings about the constructs you are investigating
2. Definitions of terms
3. Calls for follow-up studies relevant to your project
4. Gaps you notice in the literature
5. Disagreement about the constructs you are investigating
When you find any of these five things, type the relevant excerpt directly into a Word document. Don’t summarize, as summarizing takes longer than simply typing the excerpt. Make sure to note the name of the author and the page number following each excerpt. Do this for each article and book that you have in your stack of literature. When you are done, print out your excerpts.
Step Four: Code the literature:
Get out a pair of scissors and cut each excerpt out. Now, sort the pieces of paper into similar topics. Figure out what the main themes are. Place each excerpt into a themed pile. Make sure each note goes into a pile. If there are excerpts that you can’t figure out where they belong, separate those and go over them again at the end to see if you need new categories. When you finish, place each stack of notes into an envelope labeled with the name of the theme.
Step Five: Create Your Conceptual Schema:
Type, in large font, the name of each of your coded themes. Print this out, and cut the titles into individual slips of paper. Take the slips of paper to a table or large workspace and figure out the best way to organize them. Are there ideas that go together or that are in dialogue with each other? Are there ideas that contradict each other? Move around the slips of paper until you come up with a way of organizing the codes that makes sense. Write the conceptual schema down before you forget or someone cleans up your slips of paper.
Step Six: Begin to Write Your Literature Review:
Choose any section of your conceptual schema to begin with. You can begin anywhere, because you already know the order. Find the envelope with the excerpts in them and lay them on the table in front of you. Figure out a mini-conceptual schema based on that theme by grouping together those excerpts that say the same thing. Use that mini-conceptual schema to write up your literature review based on the excerpts that you have in front of you. Don’t forget to include the citations as you write, so as not to lose track of who said what. Repeat this for each section of your literature review.
Once you complete these six steps, you will have a complete draft of your literature review. The great thing about this process is that it breaks down into manageable steps something that seems enormous: writing a literature review.
I think that Foss and Walter’s system for writing the literature review is ideal for a dissertation, because a Ph.D. candidate has already read widely in his or her field through graduate seminars and comprehensive exams.
It may be more challenging for M.A. students, unless you are already familiar with the literature. It is always hard to figure out how much you need to read for deep meaning, and how much you just need to know what others have said. That balance will depend on how much you already know.
For people writing literature reviews for articles or books, this system also could work, especially when you are writing in a field with which you are already familiar. The mere fact of having a system can make the literature review seem much less daunting, so I recommend this system for anyone who feels overwhelmed by the prospect of writing a literature review.
*Destination Dissertation: A Traveler's Guide to a Done Dissertation
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The Seven Steps to Producing a Literature Review:
1. Identify your question
2. Review discipline style
3. Search the literature
4. Manage your references
5. Critically analyze and evaluate
6. Synthisize
7. Write the review
This guide is designed as a starting point for graduate students conducting literature reviews for their thesis, dissertation, or grant proposal.
Definition:
A literature review is an assessment of a body of research that addresses a particular topic or research question. It aims to review the critical points of current knowledge, as well as theoretical and methodological contributions to a particular topic.
Purpose of a Literature Review:
This process is iterative . As you gain an understanding of your research topic, you will return to earlier steps to rethink, refine and rework your literature review.
Watch this video: Am I the only one struggling to write a literature review
Literature Review Definitions
Below are definitions from: Booth, A. Papaioannou, D., and Sutton, A. (2016) Systematic approaches to a successful literature review . London: SAGE Publications, Ltd.
See also a table of main review types characterized by methods used in: Grant, M.J. & Booth, A. (2009). A typology of reviews: an analysis of the 14 review types and associated methodologies . Health Information & Libraries Journal 26(2), 91-108. doi/10.1111/j.1471-1842.2009.00848.x
Finding examples of Literature Reviews
1. Choose a topic. Define your research question.
Your literature review should be guided by a central research question. Remember, it is not a collection of loosely related studies in a field but instead represents background and research developments related to a specific research question, interpreted and analyzed by you in a synthesized way. If you need help with getting started, consult your Research Specialist .
2. Decide on the scope of your review.
3. Select the databases you will use to conduct your searches.
Make a list of the databases you will search.
4. Conduct your searches and find the literature. Keep track of your searches!
5. Review the literature.
Some questions to help you analyze the research:
Searching for Books or Journal Articles
Grey Literature and Government information
Qualitative Analysis Tool
The following AI tools can be very helpful for organizing, visualizing, or mind mapping your literature review, and can also help you identify gaps in the literature, common themes, or explore more related and relevant articles.
For more options and information, check out the AI Guide
Research Help from staff
The introduction to a literature review serves as your reader’s guide through your academic work and thought process. Explore the significance of literature review introductions in review papers, academic papers, essays, theses, and dissertations. We delve into the purpose and necessity of these introductions, explore the essential components of literature review introductions, and provide step-by-step guidance on how to craft your own, along with examples.
In academic writing , the introduction for a literature review is an indispensable component. Effective academic writing requires proper paragraph structuring to guide your reader through your argumentation. This includes providing an introduction to your literature review.
It is imperative to remember that you should never start sharing your findings abruptly. Even if there isn’t a dedicated introduction section .
There are three main scenarios in which you need an introduction for a literature review:
It is crucial to customize the content and depth of your literature review introduction according to the specific format of your academic work.
The introduction of an academic literature review paper, which does not rely on empirical data, often necessitates a more extensive introduction than the brief literature review introductions typically found in empirical papers. It should encompass:
In a standard 8000-word journal article, the literature review section typically spans between 750 and 1250 words. The first few sentences or the first paragraph within this section often serve as an introduction. It should encompass:
Some students choose to incorporate a brief introductory section at the beginning of each chapter, including the literature review chapter. Alternatively, others opt to seamlessly integrate the introduction into the initial sentences of the literature review itself. Both approaches are acceptable, provided that you incorporate the following elements:
Example 1: an effective introduction for an academic literature review paper.
To begin, let’s delve into the introduction of an academic literature review paper. We will examine the paper “How does culture influence innovation? A systematic literature review”, which was published in 2018 in the journal Management Decision.
The second example represents a typical academic paper, encompassing not only a literature review section but also empirical data, a case study, and other elements. We will closely examine the introduction to the literature review section in the paper “The environmentalism of the subalterns: a case study of environmental activism in Eastern Kurdistan/Rojhelat”, which was published in 2021 in the journal Local Environment.
Thus, the author successfully introduces the literature review, from which point onward it dives into the main concept (‘subalternity’) of the research, and reviews the literature on socio-economic justice and environmental degradation.
Numerous universities offer online repositories where you can access theses and dissertations from previous years, serving as valuable sources of reference. Many of these repositories, however, may require you to log in through your university account. Nevertheless, a few open-access repositories are accessible to anyone, such as the one by the University of Manchester . It’s important to note though that copyright restrictions apply to these resources, just as they would with published papers.
Phd thesis literature review chapter introduction.
The second example is Deep Learning on Semi-Structured Data and its Applications to Video-Game AI, Woof, W. (Author). 31 Dec 2020, a PhD thesis completed at the University of Manchester . In Chapter 2, the author offers a comprehensive introduction to the topic in four paragraphs, with the final paragraph serving as an overview of the chapter’s structure:
The last example is the doctoral thesis Metacognitive strategies and beliefs: Child correlates and early experiences Chan, K. Y. M. (Author). 31 Dec 2020 . The author clearly conducted a systematic literature review, commencing the review section with a discussion of the methodology and approach employed in locating and analyzing the selected records.
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The use of catalysts in rubber production industry has drastically altered production processes, increasing efficiency and quality. By solving polymer microstructure and elevating reactions, catalysts enable high-performance rubber improvement while minimising waste and energy consumption. Sustainable best practices, involving biodegradable rubber exploration and eco-friendly catalysts, contribute to long-term industry viability. In this mini literature review, we introduce various types of catalysts currently applied in the rubber industry and recent advancements in catalyst design for the future of rubber production. In the rubber industry, the selection of catalysts is a vital decision, which impact the efficiency of the polymerisation process and the quality of end products. Therefore, by carefully selecting catalysts with desired stereoselectivity and activity, producers can create synthetic rubbers with specific properties tailored to their real applications. By exploring the production of biodegradable rubber, this shift is vital for decreasing the environmental effect of rubber manufacturing and making the industries long-term environmentally friendly and sustainable.
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Olefin metathesis meets rubber chemistry and technology.
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Lubura J, Kojić P, Pavličević J, Ikonić B, Balaban D, Bera O (2023) A novel approach for simulation and optimization of rubber vulcanization. Polymers 15(7):1750. https://doi.org/10.3390/polym15071750
Article PubMed PubMed Central CAS Google Scholar
Provost N (2022) The development of Synthetic Rubber and its significance in World War II. History Mak 15(8). https://doi.org/10.1371/journal.pone.0209899
Sinha ASK, Ojha U (2021) Evolution of Ziegler-Natta Catalysts for Polymerization of Olefins. In Catalysis for Clean Energy and Environmental Sustainability (pp. 1–15). https://doi.org/10.1371/journal.pone.0209899
Boon ZH, Teo YY, Ang DT-C (2022) Recent development of biodegradable synthetic rubbers and bio-based rubbers using sustainable materials from biological sources. RSC Adv 12:34028–34052. https://doi.org/10.1039/D2RA06602E
Article PubMed PubMed Central Google Scholar
Boon ZH, Teo YY, Ang DT-C (2022) Recent development of biodegradable synthetic rubbers and bio-based rubbers using sustainable materials from biological sources. RSC Adv 12:34028–34052. https://doi.org/10.1039/D2RA06602E1
Vinod A, Sanjay MR, Suchart S, Jyotishkumar P (2020) Renewable and sustainable biobased materials: an assessment on biofibers, biofilms, biopolymers, and bio composites. RSC Adv 10:34028–34052. https://doi.org/10.1039/D2RA06602E2
Article Google Scholar
Lei W, Zhou X, Russell TP, Hua K-c, Yang X, Qiao H, Wang W, Li F, Wang R, Zhang L (2016) High performance bio-based elastomers: energy efficient and sustainable materials for tires. RSC Adv 6:5001–5010. https://doi.org/10.1039/c6ta05001h
Claverie JP, Schaper F (2013) Ziegler-Natta catalysis: 50 years after the Nobel Prize. MRS Bull 38:213–218. https://doi.org/10.1557/mrs.2013.52
Article CAS Google Scholar
Kumar A, Mohanty S, Gupta VK (2021) Butadiene Rubber: synthesis, microstructure, and role of catalysts. Rubber Chem Technol 94(3):393–409
Salakhov II, Kozlov VG, Sosnovskaya LB et al (2023) Features of the Effect of Organochlorine compounds on polymerization of olefins and Dienes in the Presence of Ziegler–Natta catalysts. Polym Sci Ser B 65:79–102. https://doi.org/10.1134/S156009042370080X
Lars Friebe O, Nuyken W (2006) Obrecht Neodymium Based Ziegler Catalysts– Fundamental Chemistry, Volume 204.ISBN: 978-3-540-34809-2
Bravaya NM, Faingol’d EE, Badamshina ER et al (2020) Advances in synthesis of Ethylene–propylene–Diene elastomers by Ion-Coordination polymerization on single-site Catalytic systems of New Generation. Polym Sci Ser C 62:1–16. https://doi.org/10.1134/S1811238220010014
The Catalyst Group (2018) Prop Catalysts and Processes for the Rubber Elastomer Industries. https://catalystgrp.com/wp-content/uploads/2018/05/PROP-Catalysts-and-Processes-for-The-Rubber-Elastomer-IndustriesMay-2018
Kumar A, Shandilya P, Vo DVN et al (2022) Metallic and bimetallic phosphides-based nanomaterials for photocatalytic hydrogen production and water detoxification: a review. Environ Chem Lett 20:597–632. https://doi.org/10.1007/s10311-021-01331-7
He Y, Tan Q, Lu L et al (2019) Metal-Nitrogen-Carbon catalysts for Oxygen Reduction in PEM Fuel cells: Self-Template Synthesis Approach to Enhancing Catalytic Activity and Stability. Electrochem. Energ Rev 2:231–251. https://doi.org/10.1007/s41918-019-00031-9
Chen Y, Yang Z, Hu H, Zhou X, You F, Yao C, Liu FJ, Yu P, Wu D, Yao J, Hu R, Jiang X, Yang H (2022) Advanced Metal–Organic frameworks-based catalysts in Electrochemical sensors. Front Chem 10:881172. https://doi.org/10.3389/fchem.2022.881172
Lukin RY, Kuchkaev AM, Sukhov AV, Bekmukhamedov GE, Yakhvarov DG (2020) Platinum-catalyzed hydrosilylation in Polymer Chemistry. Polymers 12(10):2174. https://doi.org/10.3390/polym12102174
Sharudin RW, Md Azmi NS, Mat Shayuti MS, Ohshima M (2021) Rheological Comparison of Silicone Rubber Crosslinking with Platinum catalysts and triethylamine, Methanol & Ethanolamine Solvents. Int J Mater Sci Eng 18(2):1–9. http://ijmse.iust.ac.ir/article-1-2076
Google Scholar
Lewis L, Stein J, Gao Y, Colborn R, Hutchins G (1997) Platinum catalysts used in the silicones Industry: their synthesis and activity in Hydrosilylation. Platinum Met Rev 41. https://doi.org/10.1595/003214097X4126675
Tsiotsias AI, Charisiou ND, Yentekakis IV, Goula MA (2021) Bimetallic Ni-Based catalysts for CO2 methanation. Rev Nanomaterials 11(1):28. https://www.mdpi.com/2079-4991/11/1/28
US Environmental Protection Agency (2016) Allylchloride. https://www.epa.gov/sites/default/files/2016-09/documents/allylchloride
De S, Zhang J, Luque R, Yan N (2016) Ni-based bimetallic heterogeneous catalysts for energy and environmental applications. Energy Environ Sci 9(11):3314–3347
Bhagat S (2013) Past and future perspective of metallocene catalyst: a review. Eur J Mol Clin Med 1(1):1–8. https://ejmcm.com/uploads/paper/59de2103e5269683df67c673e597a6e8.pdf
Sinn H, Kaminsky W, Tacke T (2013) Heterogeneous Ziegler-Natta, metallocene, and post-metallocene catalysts for olefin polymerization. MRS Bull 38(3):226–233. https://link.springer.com/article/ https://doi.org/10.1557/mrs.2013.47
Takaya J (2021) Catalysis using transition metal complexes featuring main group metal and metalloid compounds as supporting ligands. Chem Sci 12:1964–19811. https://pubs.rsc.org/en/content/articlehtml/2021/sc/d0sc04238b
Sasmal PK, Streu CN, Meggers E (2013) Metal complex catalysis in living biological systems. Chem Commun 49(33):3450–3462. https://pubs.rsc.org/en/content/articlelanding/2013/cc/c2cc37832a
Rahman MM, Inaba K, Batnyagt G, Saikawa M, Kato Y, Awata R, Takeguchi T (2021) Synthesis of catalysts with fine platinum particles supported by high-surface-area activated carbons and optimization of their catalytic activities for polymer electrolyte fuel cells. RSC Adv 11(33):1964–1981. https://pubs.rsc.org/en/content/articlelanding/2021/ra/d1ra02156g
National Research Council (1973) Substitute Catalysts for Platinum in Automobile Emission Control Devices and Petroleum Refining. https://nap.nationalacademies.org/catalog/21602/substitute-catalysts-for-platinum-in-automobile-emission-control-devices-and-petroleum-refining
Heard AW, Suárez JM, Goldup SM (2022) Controlling catalyst activity, chemoselectivity and stereoselectivity with the mechanical bond. Nat Rev Chem 6:182–196. https://doi.org/10.1038/s41570-021-00348-4
Article PubMed Google Scholar
Tripathi P, Sinha S (2020) Industrial Biocatalysis: an insight into trends and future directions. Curr Sustainable Renew Energy Rep 7:66–72. https://doi.org/10.1007/s40518-020-00150-8
Eş I, Vieira JDG, Amaral AC (2015) Principles, techniques, and applications of biocatalyst immobilization for industrial application. Appl Microbiol Biotechnol 99:2065–2082. https://doi.org/10.1007/s00253-015-6390-y
Article PubMed CAS Google Scholar
Naveed M, Nadeem F, Mehmood T et al (2021) Protease—A versatile and ecofriendly Biocatalyst with Multi-industrial Applications: an updated review. Catal Lett 151:307–323. https://doi.org/10.1007/s10562-020-03316-7
Lin B, Tao Y (2017) Whole-cell biocatalysts by design. Microb Cell Fact 16:106. https://doi.org/10.1186/s12934-017-0724-7
Guillaume Pomalaza PA, Ponton, Mickaël Capron and Franck Dumeignil (2020) Catal Sci Technol 10:4860–4911. https://pubs.rsc.org/en/content/articlehtml/2020/cy/d0cy00784f
Kumar A, Mohanty S (2021) Virendra Kumar Gupta Butadiene Rubber: Synthesis, Microstructure, And Role of Catalysts. rubber chemistry and technology, Vol. 94, No. 3, pp. 393–409
Doe J (2021) Innovations in Rubber Catalysts. Rubber Chemistry and Technology Journal. https://www.sciencegate.app/document/10.5254/rct.21.79948
Ghatak S, Smith J (2009) Method for the degradation of nitrile rubber by metathesis in the presence of ruthenium- or osmium-based catalysts (U.S. patent No. 7,470,750. U.S. Patent and Trademark Office, B2
Ghatak S, Smith J (2009) Process for production of butyl rubber (U.S. patent No. 7,041,760 B2). U.S. Patent and Trademark Office
Ghatak S (1971) Silicone rubber catalyst system (U.S. patent No. 3,565,825). U.S. Patent and Trademark Office
Chinese P No. CN101870745A– (2010).High-efficiency neodymium catalyst for producing synthetic rubber
Srivastava VK, Maiti M, Basak GC et al (2014) Role of catalysis in sustainable production of synthetic elastomers. J Chem Sci 126:415–427. https://doi.org/10.1007/s12039-014-0580-5
Zhen Hern Boon, Yin Yin Teo and Desmond Teck-Chye Ang (2022) Recent development of biodegradable synthetic rubbers and bio-based rubbers using sustainable materials from biological sources. RSC Adv 12:34028–34052
Smith JR, Johnson MA (2020) Sustainable catalysts for rubber synthesis: a review. J Green Chem 22(4):1345–1360. https://www.mdpi.com/journal/catalysts/special_issues/Polyolefin_Rubber
Green RE, Brown SD (2019) Nanomaterial-based catalysts for rubber production: a sustainable approach. Mater Sci Engineering: B 254:1–10. https://onlinelibrary.wiley.com/doi/epdf/10.1002/9781119870647.fmatter
Chen L, Wang Y (2018) Advances in catalyst design for high-performance synthetic rubber. Chemical Reviews, 118(12), 5891–5927. https://link.springer.com/article/10.1007/s11244-024-01939-3
Li X, Zhang Y (2019) Selective catalysts for rubber microstructure control: a comprehensive review. Polym Chem 10(35):4707–4723. https://doi.org/10.3390/catal12070704
Patel SK, Singh S (2021) Biocatalysis in rubber production: current status and future prospects. Appl Microbiol Biotechnol 105(1):1–14. https://doi.org/10.3390/catal12070704
Kumar V, Sharma A (2019) Biocatalysts for eco-friendly rubber synthesis: a review. J Appl Polym Sci 136(18):47452
Srivastava VK, Maiti M, Basak GC, Jasra RV (2014) Role of catalysis in sustainable production of synthetic elastomers. J Chem Sci 126:415–427. https://link.springer.com/article/10.1007/s12039-014-0580-5
Wang K, Oe H, Nakaji Y, Wang Y, Nakaji-Hirabayashi T, Tsubaki N (2024) Carbon-neutral butadiene rubber from CO2. Chem 4(1):1–3. https://www.cell.com/chem/pdf/S2451-9294%2824%2900004-4
Hirai Y, Mayama H, Tamura R, Matsuo Y, Okamatsu T, Arita T, Shimomura M (2019) Microstructured rubber and its wettability. Polym J 51(7):711–717
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Environmental Management, Faculty of Environmental Management, Prince of Songkla University, Hat-Yai, 90110, Songkhla, Thailand
Kyu Kyu Tin
Polymer Science Program, Division of Physical Science, Faculty of Science, Prince of Songkla University, Hat-Yai, 90110, Songkhla, Thailand
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Kyu Tin, K., Taweepreda, W. Catalysts in the rubber industry: a mini review. J Rubber Res (2024). https://doi.org/10.1007/s42464-024-00274-2
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A literature review is a survey of scholarly knowledge on a topic. Our guide with examples, video, and templates can help you write yours. ... (Methodological literature review about interdisciplinary knowledge acquisition and production.) Example literature review #3: ... you should also begin the writing process. Take notes that you can later ...
Literature Review and Research Design by Dave Harris This book looks at literature review in the process of research design, and how to develop a research practice that will build skills in reading and writing about research literature--skills that remain valuable in both academic and professional careers. Literature review is approached as a process of engaging with the discourse of scholarly ...
Example: Predictors and Outcomes of U.S. Quality Maternity Leave: A Review and Conceptual Framework: 10.1177/08948453211037398 ; Systematic review: "The authors of a systematic review use a specific procedure to search the research literature, select the studies to include in their review, and critically evaluate the studies they find." (p. 139).
Literature reviews establish the foundation of academic inquires. However, in the planning field, we lack rigorous systematic reviews. In this article, through a systematic search on the methodology of literature review, we categorize a typology of literature reviews, discuss steps in conducting a systematic literature review, and provide suggestions on how to enhance rigor in literature ...
As mentioned previously, there are a number of existing guidelines for literature reviews. Depending on the methodology needed to achieve the purpose of the review, all types can be helpful and appropriate to reach a specific goal (for examples, please see Table 1).These approaches can be qualitative, quantitative, or have a mixed design depending on the phase of the 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.
As mentioned above, writing your literature review is a process, which I'll break down into three steps: Finding the most suitable literature. Understanding, distilling and organising the literature. Planning and writing up your literature review chapter. Importantly, you must complete steps one and two before you start writing up your chapter.
The Literature Review will place your research in context. It will help you and your readers: Locate patterns, relationships, connections, agreements, disagreements, & gaps in understanding. Identify methodological and theoretical foundations. Identify landmark and exemplary works. Situate your voice in a broader conversation with other writers ...
Abstract. Performing a literature review is a critical first step in research to understanding the state-of-the-art and identifying gaps and challenges in the field. A systematic literature review is a method which sets out a series of steps to methodically organize the review. In this paper, we present a guide designed for researchers and in ...
A formal literature review is an evidence-based, in-depth analysis of a subject. There are many reasons for writing one and these will influence the length and style of your review, but in essence a literature review is a critical appraisal of the current collective knowledge on a subject. Rather than just being an exhaustive list of all that ...
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.
Step One: Decide on your areas of research: Before you begin to search for articles or books, decide beforehand what areas you are going to research. Make sure that you only get articles and books in those areas, even if you come across fascinating books in other areas. A literature review I am currently working on, for example, explores ...
A literature review is a surveys scholarly articles, books and other sources relevant to a particular. issue, area of research, or theory, and by so doing, providing a description, summary, and ...
The Seven Steps to Producing a Literature Review: 1. Identify your question. 2. Review discipline style. 3. Search the literature. 4. Manage your references. 5. Critically analyze and evaluate. 6. Synthisize. 7. Write the review
Literature reviews allow scientists to argue that they are expanding current. expertise - improving on what already exists and filling the gaps that remain. This paper demonstrates the literatu ...
Literature Review Definitions. Below are definitions from: Booth, A. Papaioannou, D., and Sutton, A. (2016) Systematic approaches to a successful literature review.London: SAGE Publications, Ltd. Mapping Review: "A rapid search of the literature aiming to give a broad overview of the characteristics of a topic area. Mapping of existing research, identification of gaps, and a summary assessment ...
Introducing mathematical methods into the production process to ensure optimization at the level of the production system is the prospect of any company wishing to improve its place in the industrial market. The aim of this research was therefore to review the existing supply of production planning. Thus, a review of the literature was carried ...
A literature review is a systematic, ... Hence the multi-agent architecture presented by Zheng et al. [99], simultaneously based on the MPFQ-model (material, production process, production function/future, product quality) and DT technology, could be adopted as the basis of new research. On the other hand, scheduling is only one of the planning ...
The introduction to a literature review serves as your reader's guide through your academic work and thought process. Explore the significance of literature review introductions in review papers, academic papers, essays, theses, and dissertations. We delve into the purpose and necessity of these introductions, explore the essential components of literature review introductions, and provide ...
2.1 Problem solving and guiding questions. Given the need for companies, especially small and medium-size industries, to offer optimal levels of service, it is necessary to implement efficient manufacturing systems in order to minimize production costs, deliver the largest number of orders to customers, and increase revenues [].The research conducted by [] establishes that complexity ...
The systematic literature review of 62 out of 1600 scientific papers shows that especially the tools, processes, and methods in Lean Production Systems are subject to digital transformation. By involving industrial practice in a field study, quantitative and qualitative insights were used to check scientific hypotheses and identify practical ...
Flow line production is concentrated on multiple equipment or workstations that are arranged in the process sequence (Quadt and Kuhn, 2007). According to Drira et al. (2007), flow line production is characterised by high volume, repetitive and short cycle work. The work piece is physically moved through this sequence in
3. Research methodology. This section outlines the basic literature review process of deep RL applications in production systems. To ensure a systematic and representative review, we follow Tranfield, Denyer, and Smart (Citation 2003) and Antônio Márcio Tavares, Felipe Scavarda and José Scavarda (Citation 2016) who provide guidelines for the content analysis.
The definitions of production, process, or manufacturing platform also differs between these publications, or refers to a product platform but to be used in the production domain. 5. Conclusions The purpose of this paper was to review the current product and production platform literature to picture the production platform co-development research.
In this mini literature review, we introduce various types of catalysts currently applied in the rubber industry and recent advancements in catalyst design for the future of rubber production. In the rubber industry, the selection of catalysts is a vital decision, which impact the efficiency of the polymerisation process and the quality of end ...
These are often differentiated in the literature according to their associated manufacturing process (cf. DIN 8580 [22]) e.g., in milling fixtures, welding fixtures, or gluing fixtures [20], but also according to structure, manufacture, purpose, or the number of workpieces [18]. Special fixtures are usually procured on a long-term basis and are ...