ArticleFukushima journal of medical science2022
Impact of general practice / family medicine clerkships on Japanese medical students: Using text mining to analyze reflective writing.
Article in Fukushima journal of medical science, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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Who cites it
2 citing papers in PubMed.
- Impact of general practice/family medicine training on Japanese junior residents:reflective writing analysis using text mining.Fukushima journal of medical science · 2024Article
- An evaluation of rehabilitation students' learning goals in their first year: a text mining approach.Frontiers in medicine · 2024Article
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Authors and funding
6 authors.
Funding
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Abstract
backgroundIn 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.
methodsThe 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.
results124 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.
conclusionData suggest that medical students may learn the necessity of care for the family as well as the patient in a home-care setting.
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