텍스트네트워크 분석을 활용한 국내 의사 직무역량 연구동향 분석Research Trends on Doctor’s Job Competencies in Korea Using Text Network Analysis
- Authors
- 김영전; 이제욱; 윤소정
- Issue Date
- 2022
- Publisher
- 연세대학교 의과대학
- Keywords
- Doctor’s Job competencies; Research trend analysis; Topic modeling
- Citation
- 의학교육논단, v.24, no.2, pp 93 - 102
- Pages
- 10
- Journal Title
- 의학교육논단
- Volume
- 24
- Number
- 2
- Start Page
- 93
- End Page
- 102
- URI
- https://scholarworks.bwise.kr/cau/handle/2019.sw.cau/61842
- ISSN
- 2092-5603
2093-6370
- Abstract
- We use the concept of the “doctor’s role” as a guideline for developing medical education programs for medical students, residents, and doctors. Therefore, we should regularly reflect on the times and social needs to develop a clear sense of that role. The objective of the present study was to understand the knowledge structure related to doctor’s job competencies in Korea. We analyzed research trends related to doctor’s job competencies in Korea Citation Index journals using text network analysis through an integrative approach focusing on identifying social issues. We finally selected 1,354 research papers related to doctor’s job competencies from 2011 to 2020, and we analyzed 2,627 words through data pre-processing with the NetMiner ver. 4.2 program (Cyram Inc., Seongnam, Korea). We conducted keyword centrality analysis, topic modeling, frequency analysis, and linear regression analysis using NetMiner ver. 4.2 (Cyram Inc.) and IBM SPSS ver. 23.0 (IBM Corp., Armonk, NY, USA). As a result of the study, words such as “family,” “revision,” and “rejection” appeared frequently. In topic modeling, we extracted five potential topics: “topic 1: Life and death in medical situations,” “topic 2: Medical practice under the Medical Act,” “topic 3: Medical malpractice and litigation,” “topic 4: Medical professionalism,” and “topic 5: Competency development education for medical students.” Although there were no statistically significant changes in the research trends for each topic over time, it is nonetheless known that social changes could affect the demand for doctor’s job competencies.
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