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Please use this identifier to cite or link to this item: http://ir.fmu.ac.jp/dspace/handle/123456789/1644

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Title: Impact of general practice / family medicine clerkships on Japanese medical students: Using text mining to analyze reflective writing
Authors: Nakamura, Koki
Kanke, Satoshi
Hoshi, Goro
Toyoda, Yoshihiro
Yoshida, Kazutaka
Kassai, Ryuki
Affiliation: 地域・家庭医療学講座
Source title: Fukushima Journal of Medical Science
Volume: 68
Issue: 1
Start page: 19
End page: 24
Issue Date: 2022
Abstract: Background: In order for general practice / family medicine clerkships to be improved in undergraduate medical education, it is necessary to clarify the impacts of general practice / family medicine clerkships. Using text mining to analyze the reflective writing of medical students may be useful for further understanding the impacts of clinical clerkships on medical students. Methods: The study involved 125 fifth-year Fukushima Medical University School of Medicine students in the academic year 2018-2019. The settings were three clinics and the study period was 5 days. The clerkships included outpatient and home visits. Students' reflective writing on their clerkship experience was collected on the final day. Text mining was used to extract the most frequent words (nouns) from the reflective writing. A co-occurrence network map was created to illustrate the relationships between the most frequent words. Results: 124 students participated in the study. The total number of sentences extracted was 321 and the total number of words was 10,627. The top five frequently-occurring words were patient, home-visit, medical practice, medical care, and family. From the co-occurrence network map, a co-occurrence relationship was recognized between home-visit and family. Conclusion: Data suggest that medical students may learn the necessity of care for the family as well as the patient in a home-care setting.
Publisher: The Fukushima Society of Medical Science
Publisher (Alternative foam): 福島医学会
language: eng
URI: http://ir.fmu.ac.jp/dspace/handle/123456789/1644
Full text URL: http://ir.fmu.ac.jp/dspace/bitstream/123456789/1644/1/FksmJMedSci_68_p19.pdf
ISSN: 0016-2590
DOI: 10.5387/fms.2021-24
PubMed ID: 35135909
Related Page: https://doi.org/10.5387/fms.2021-24
Rights: © 2022 The Fukushima Society of Medical Science. This article is licensed under a Creative Commons [Attribution-NonCommercial-ShareAlike 4.0 International] license.
Rights: https://creativecommons.org/licenses/by-nc-sa/4.0/
Appears in Collections:Vol.68 (2022)

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