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A literature review is an overview of the previously published works on a topic. The term can refer to a full scholarly paper or a section of a scholarly work such as a book, or an article. Either way, a literature review is supposed to provide the researcher/author and the audiences with a general image of the existing knowledge on the topic under question. A good literature review can ensure that a proper research question has been asked and a proper theoretical framework and/or research methodology have been chosen. To be precise, a literature review serves to situate the current study within the body of the relevant literature and to provide context for the reader. In such case, the review usually precedes the methodology and results sections of the work.
Producing a literature review is often a part of graduate and post-graduate student work, including in the preparation of a thesis, dissertation, or a journal article. Literature reviews are also common in a research proposal or prospectus (the document that is approved before a student formally begins a dissertation or thesis).[1]
A literature review can be a type of review article. In this sense, a literature review is a scholarly paper that presents the current knowledge including substantive findings as well as theoretical and methodological contributions to a particular topic. Literature reviews are secondary sources and do not report new or original experimental work. Most often associated with academic-oriented literature, such reviews are found in academic journals and are not to be confused with book reviews, which may also appear in the same publication. Literature reviews are a basis for research in nearly every academic field.
Types
The main types of literature reviews are: evaluative, exploratory, and instrumental.[2]
A fourth type, the systematic review, is often classified separately, but is essentially a literature review focused on a research question, trying to identify, appraise, select and synthesize all high-quality research evidence and arguments relevant to that question. A meta-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 then synthesis of the literature under investigation.
Process and product
Shields and Rangarajan (2013) distinguish between the process of reviewing the literature and a finished work or product known as a literature review.[5]: 193–229 The process of reviewing the literature is often ongoing and informs many aspects of the empirical research project.
The process of reviewing the literature requires different kinds of activities and ways of thinking.[6] Shields and Rangarajan (2013) and Granello (2001) link the activities of doing a literature review with Benjamin Bloom's revised taxonomy of the cognitive domain (ways of thinking: remembering, understanding, applying, analyzing, evaluating, and creating).[5][7]
Use of artificial intelligence in a literature review
Artificial intelligence (AI) is reshaping traditional literature review across various disciplines.[8] Generative pre-trained transformers, such as ChatGPT, are often used by students[9] and academics for review purposes.[10]
Nevertheless, the employment of ChatGPT in academic reviews is problematic due to ChatGPT's propensity to "hallucinate".[11] 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 in cardiothoracic surgery.[12]
See also
References
- ↑ Baglione, L. (2012). Writing a Research Paper in Political Science. Thousand Oaks, California: CQ Press.
- ↑ 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 9780761935896.
- ↑ 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.
- ↑ 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.
- 1 2 Shields, 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.
- ↑ Baker, P. (2000). "Writing a Literature Review". The Marketing Review. 1 (2): 219–247. doi:10.1362/1469347002529189.
- ↑ 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 & Supervision. 40 (4): 292–307. doi:10.1002/j.1556-6978.2001.tb01261.x.
- ↑ 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.
- ↑ "What Students Are Saying About ChatGPT". The New York Times. 2023-02-02. Retrieved 2023-08-14.
- ↑ Haman, Michael; Školník, Milan (2023-03-06). "Using ChatGPT to conduct a literature review". Accountability in Research: 1–3. doi:10.1080/08989621.2023.2185514. ISSN 0898-9621. PMID 36879536. S2CID 257377232.
- ↑ 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.
- ↑ Rad, Arian Arjomandi; Nia, Peyman Sardari; Athanasiou, Thanos (2023). "ChatGPT: revolutionizing cardiothoracic surgery research through artificial intelligence". Interdisciplinary CardioVascular and Thoracic Surgery. 36 (6). doi:10.1093/icvts/ivad090. ISSN 2753-670X. PMC 10287897. PMID 37349973.
Further reading
- Cooper, Harris M. (1998). Synthesizing Research: A Guide for Literature Reviews. Applied Social Research Methods (3rd ed.). Thousand Oaks, California: SAGE Publications. ISBN 978-0761913481.
- Creswell, John W. (2013). "Review of the Literature". Research Design. Qualitative, Quantitative, and Mixed Method Approaches (4th ed.). Thousand Oaks, California: SAGE Publications. ISBN 9781452226101.
- Dellinger, Amy B. (2005). "Validity and the Review of Literature". Research in the Schools. 12 (2): 41–54.
- Dellinger, Amy B.; Leech, Nancy L. (2007). "Toward a Unified Validation Framework in Mixed Methods Research". Journal of Mixed Methods Research. 1 (4): 309–332. doi:10.1177/1558689807306147. S2CID 145367484.
- Galvan, José L. (2015). Writing Literature Reviews: A Guide for Students of the Social and Behavioral Sciences (6th ed.). Pyrczak Publishing. ISBN 978-1936523375.
- Green, Bart N.; Johnson, Claire D.; Adams, Alan (2006). "Writing Narrative Literature Reviews for Peer-Reviewed Journals: Secrets of the Trade". Journal of Chiropractic Medicine. 5 (3): 101–114. doi:10.1016/S0899-3467(07)60142-6. PMC 2647067. PMID 19674681.
- Phelps, Richard P. (2018). "To save the research literature, get rid of the literature review". LSE Impact Blog, London School of Economics.