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Literature review

From Wikipedia, the free encyclopedia
Review of the current knowledge of a particular topic
For a focused scientific review with pre-defined methodology, seeSystematic review.
For the British magazine, seeLiterary Review. For the American magazine, seeThe Literary Review.
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This articleduplicates the scope of other articles, specificallysystematic review andsurvey article andmeta-analysis. Pleasediscuss this issue and help introduce asummary style to the article.(May 2014)
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Aliterature review is an overview of previously published works on a particular topic. The term can refer to a fullscholarly paper or a section of a scholarly work such as books or articles. Either way, a literature review provides theresearcher/author and the audiences with general information of an existing knowledge of a particular topic. A good literature review has a proper research question, a proper theoretical framework, and/or a chosen researchmethodology. It serves to situate the current study within the body of the relevant literature and provides context for the reader. In such cases, the review usually precedes the methodology and results sections of the work.

Producing a literature review is often part of a graduate and post-graduate requirement, included in the preparation of athesis,dissertation, or a journal article. Literature reviews are also common in aresearch proposal or prospectus (the document approved before a student formally begins a dissertation or thesis).[1]

A literature review can be a type of areview article. In this sense, it is ascholarly paper that presents the current knowledge including substantive findings as well as theoretical and methodological contributions to a particular topic. Literature reviews aresecondary sources and do not report new or original experimental work. Most often associated with academic-oriented literature, such reviews are found inacademic journals and are not to be confused withbook reviews, which may also appear in the same publication. Literature reviews are a basis for research in nearly every academic field.

Types

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Since the concept of asystematic review was formalized in the 1970s, a basic division among types of reviews is the dichotomy of narrative reviews versus systematic reviews.[verification needed] The main types of narrative reviews areevaluative,exploratory, andinstrumental.[2]

A fourth type of review of literature (thescientific literature) is thesystematic review but it is not called aliterature review, which absent further specification, conventionally refers to narrative reviews. A systematic review focuses on a specific research question to identify, appraise, select, and synthesize all high-quality research evidence and arguments relevant to that question. Ameta-analysis is typically a systematic review using statistical methods to effectively combine the data used on all selected studies to produce a more reliable result.[3]

Torraco (2016)[4] describes an integrative literature review. The purpose of an integrative literature review is to generate new knowledge on a topic through the process of review, critique, and synthesis of the literature under investigation.

George et al (2023)[5] offer an extensive overview of review approaches. They also propose a model for selecting an approach by looking at the purpose, object, subject, community, and practices of the review. They describe six different types of review, each with their own unique purposes:

  1. Exploratory orscoping reviews focus on breadth as opposed to depth
  2. Systematic orintegrative reviews integrate empirical studies on a topic
  3. Meta-narrative reviews are qualitative and use literature to compare research or practice communities
  4. Problematizing orcritical reviews propose new perspectives on a concept by association with other literature
  5. Meta-analyses andmeta-regressions integrate quantitative studies and identify moderators
  6. Mixed research syntheses combine other review approaches in the same paper

Process and product

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Shields and Rangarajan (2013) distinguish between theprocess of reviewing the literature and a finished work orproduct known as a literature review.[6]: 193–229  Theprocess of reviewing the literature is often ongoing and informs many aspects of theempirical research project.

The process of reviewing the literature requires different kinds of activities and ways of thinking.[7] Shields and Rangarajan (2013) and Granello (2001) link the activities of doing a literature review withBenjamin Bloom's revised taxonomy of the cognitive domain (ways of thinking: remembering, understanding, applying, analyzing, evaluating, and creating).[6][8]

Use of artificial intelligence in a literature review

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Artificial intelligence (AI) is reshaping traditional literature reviews across various disciplines.[9]Generative pre-trained transformers, such asChatGPT, are often used by students[10] and academics for review purposes.[11] Since 2023, an increasing number of tools powered bylarge language models and other artificial intelligence technologies have been developed to assist, automate, or generate literature reviews.[12]Nevertheless, the employment of ChatGPT in academic reviews is problematic due to ChatGPT's propensity to "hallucinate".[13] In response, efforts are being made to mitigate these hallucinations through the integration of plugins. For instance, Rad et al. (2023) used ScholarAI for review incardiothoracic surgery.[14][example needed]

See also

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Wikiversity has learning resources aboutLiterature review

References

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  1. ^Baglione, L. (2012).Writing a Research Paper in Political Science. Thousand Oaks, California: CQ Press.
  2. ^Adams, John; Khan, Hafiz T. A.; Raeside, Robert (2007).Research methods for graduate business and social science students. New Delhi: SAGE Publications. p. 56.ISBN 978-0-7619-3589-6.
  3. ^Bolderston, Amanda (June 2008)."Writing an Effective Literature Review".Journal of Medical Imaging and Radiation Sciences.39 (2):86–92.doi:10.1016/j.jmir.2008.04.009.PMID 31051808.
  4. ^Torraco, Richard J. (December 2016). "Writing Integrative Literature Reviews: Using the Past and Present to Explore the Future".Human Resource Development Review.15 (4):404–428.doi:10.1177/1534484316671606.ISSN 1534-4843.S2CID 152155091.
  5. ^George, Bert; Andersen, Lotte B.; Hall, Jeremy; Pandey, Sanjay K (December 2023)."Writing impactful reviews to rejuvenate public administration: A framework and recommendations".Public Administration Review.83 (6):1517–1527.doi:10.1111/puar.13756.
  6. ^abShields, Patricia; Rangarjan, Nandhini (2013).A Playbook for Research Methods: Integrating Conceptual Frameworks and Project Management. Stillwater, Oklahoma: New Forums Press.ISBN 978-1-58107-247-1.
  7. ^Baker, P. (2000). "Writing a Literature Review".The Marketing Review.1 (2):219–247.doi:10.1362/1469347002529189.
  8. ^Granello, D. H. (2001). "Promoting cognitive complexity in graduate written work: Using Bloom's taxonomy as a pedagogical tool to improve Literature Reviews".Counselor Education and Supervision.40 (4):292–307.doi:10.1002/j.1556-6978.2001.tb01261.x.
  9. ^Wagner, Gerit; Lukyanenko, Roman; Paré, Guy (2022)."Artificial intelligence and the conduct of literature reviews".Journal of Information Technology.37 (2):209–226.doi:10.1177/02683962211048201.ISSN 0268-3962.
  10. ^"What Students Are Saying About ChatGPT".The New York Times. 2023-02-02. Retrieved2023-08-14.
  11. ^Haman, Michael; Školník, Milan (2023-03-06)."Using ChatGPT to conduct a literature review".Accountability in Research.31 (8):1244–1246.doi:10.1080/08989621.2023.2185514.ISSN 0898-9621.PMID 36879536.S2CID 257377232.
  12. ^Bolanos, Francisco; Salatino, Angelo; Osborne, Francesco; Motta, Enrico (2024)."Artificial intelligence for literature reviews: Opportunities and challenges".Artificial Intelligence Review.57 (10). Springer: 259.doi:10.1007/s10462-024-10902-3.
  13. ^Alkaissi, Hussam; McFarlane, Samy I.; Alkaissi, Hussam; McFarlane, Samy I. (2023-02-19)."Artificial Hallucinations in ChatGPT: Implications in Scientific Writing".Cureus.15 (2) e35179.doi:10.7759/cureus.35179.ISSN 2168-8184.PMC 9939079.PMID 36811129.
  14. ^Rad, Arian Arjomandi; Nia, Peyman Sardari; Athanasiou, Thanos (2023)."ChatGPT: revolutionizing cardiothoracic surgery research through artificial intelligence".Interdisciplinary CardioVascular and Thoracic Surgery.36 (6) ivad090.doi:10.1093/icvts/ivad090.ISSN 2753-670X.PMC 10287897.PMID 37349973.

Further reading

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