Meta-Analyses, Systematic Reviews, and Scientometric Analyses

Objectives: After completing this class, you will be able to:

  • Understand the strengths and potential weaknesses of several types of literature analytics

Required Readings

Aveyard, Helen & Bradbury-Jones, Caroline. (2019) An analysis of current practices in undertaking literature reviews in nursing: Findings from a focusing mapping review and synthesis. BMC Medical Rsearch Methodolog 19:105 DOI: /10.1186/s12874-019-0751-7 Ignore the topic, the same issues regarding literature reviews discussed in this article occur in many other disciplinary areas.

Lockwood, Craig & Oh, Eui Geum. (2017) Systematic Reviews: Guidelines, tools and checklists for authors. Nursing & Health Sciences 19:273-277. doi: 10.1111/nhs.12353

Research Methods Reviews

I have assigned articles to seven individuals this week. Go to the Week 09 Discussion Board on Canvas to see the assignments. In case anyone needs it, here are the instructions for completing a review. Note that you can trade articles with someone else who is also assigned a presentation for Week 09, but please let me know if you do that. Thank you.

Research Methods Review Articles and Other Additional Readings This list contains the full reference for all articles assigned for the research methods reviews and some additional materials that I think may be of interest to some of you. The assigned articles are denoted by an asterisk.

*Alderton, Amanda; Henry, Nicola; Foster, Sarah; Badland, Hannah. (2020) Examining the relationship between urban liveability and gender-based violence: A systematic review. Health and Place 64:102385. DOI: 10.1016/j.healthplace.2020.102365

*Bektas, Murat; Demir, Dilek; Demir, Senay; Bektas, Ilknur. (2021) The effect of food addiction in children on obesity: A systematic review and meta-analysis study. Journal of Pediatric Research. 8(4):414-423. DOI: 10.4274/jpr.galenos.2021.29963

Chen, C. & Song, M. (2019) Visualizing a field of research: A methodology of systematic scientometric reviews. PLoS ONE 13(10):e0223994 DOI: e0223994. 10.1371/journal.pone.0223994

Contreras-Barraza, Nicolas; Espinosa-Cristia, Juan Felipe; Salazar-Sepulveda, Guido et al. (2021) A scientometric systematic review of entrepreneurial wellbeing knowledge production. Frontiers in Psychology 12:641465. doi: 10.3389/fpsyg.2021.641465

Gurevitch, J., Koricheva, J., Nakagawa, S. & Stewart, G. (2018). Meta-analysis and the science of research synthesis. Nature 555:175-182. DOI: 10.1038/nature25753

*Ives, Jillian & Castillo-Montoya, Milagros. (2020) First-generation college students as academic learners: A systematic review. Review of Educational Research. 90(2):139-178. DOI:https://doi.org/10.3102/0034654319899707

Lee, Ju Suk; Jin, Mi Hyeon; Lee, Hae Jeong. (2022) Global relationship between parent and child obesity: A systematic review and meta-analysis. (2022) Global relationship between parent and child obesity: A systematic review and mega-analysis. Clinical Experimentataion and Pediatrics 65(1):35-46. DOI: 10.3345/cep.2020.01620

*Parida, Jayashree; Samanta, Lopamudra Jena; Badamali, Jagatdarshi; Soingh, Prasant Kumar et al. (2022) Prevalence and determinants of undernutrition among adolescents in India: A protocol for systematic review and meta-analysis. PLoS ONE 17(1): e0263032. DOI: 10.1371/journal.pone.0263032

Qasim, Mubashir. (2016) Sustainability and wellbeing: A scientometric and bibliometric review of the literature. Journal of Economic Surveys 00:0, pp. 1-27.

*Risi, Alixandra; Pickard, Judy A.; Bird, Amy L. 2021) The implications of parent mental health and wellbeing for parent-child attachment: A systematic review. PLoS ONE 16(12): e0260891. DOI: 10.1371/journal.pone.0260891

Serenko, Alexander. (2021) A structured literature review of scientometric research of the knowledge management discipline: a 2021 update. Journal of Knowledge Management 25(8):1889-1925. DOI 10.1108/JKM-09-2020-0730

*Stutterheim, Sarah E.; van Dijk, Mart; Wang, Haoyi; Jonas, Kai U. (2021) The worldwide burden of HIV in transgender individuals: An updated systematic review and meta-analysis. PLoS ONE 16(12): e0260063. DOI: 10.1371/journal.pone.0260063

Thoma, Achilleas & Eaves, Felmont F. III. (2016) What is wrong wth systematic reviews and meta-analyses: If you want the right answer, ask the right question! Aesthetic Surgry Journal Vol 36(10) 1198–1201. DOI: 10.1093/asj/sjw172

*Zavale, Nelson Casimiro & Schneijderberg, Christian. (2022) Mapping the field of research on African higher education: a review of 6483 publications from 1980 to 2019. Higher Education. 83:199-233. DOI: 10.1007/s10734-020-00649-5

Zhang, L., 2019. A Scientometric analysis of “water” from 2006-2019. In: Guido-Aldana, P.A. and Special Issue No. 93, pp. 1–8. Coconut Creek (Florida), ISSN 0749-0208.