문화기술의 융합 (The Journal of the Convergence on Culture Technology)

  • 제8권4호
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  • Pages.163-171
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  • 2022
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  • 2384-0358(pISSN)
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  • 2384-0366(eISSN)
국제문화기술진흥원 (The International Promotion Agency of Culture Technology)
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텍스트네트워크분석과 토픽모델링을 활용한 국내 중년여성 건강 관련 연구 동향 분석

Research Trends of Middle-aged Women' Health in Korea Using Topic Modeling and Text Network Analysis

  • 투고 : 2022.05.30
  • 심사 : 2022.07.02
  • 발행 : 2022.07.31
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초록

본 연구는 국내 중년여성의 건강 연구의 동향과 중점개념을 파악하기 위한 것이다. 연구의 분석을 위하여 2012년부터 2021년까지 '중년여성', 또는 '폐경 여성'의 영문 키워드를 입력하여 확인된 1,116편의 논문을 분석에 이용하였다. 주제어 동시출현네트워크 개발 및 분석을 수행하였으며, 5년 단위(2012-2016년, 2017-2021년)로 나누어 토픽모델링을 통해 연구의 유형을 분석하고, 시각화한 워드클라우드와 소시오그램을 확인하였다. 최근 10년 동안 가장 많이 출현한 키워드는 비만, 우울, 체성분, 스트레스, 갱년기 증상 등으로 나타났다. 2012년부터 2016년까지 논문 자료에서 분석된 5개의 토픽은 '폐경 후 자기효능감, 만족감 증진 전략', '비만과 위험요소 관리 운동', '비만과 스트레스에 대한 중재', '행복감 증진과 생활 관리', '갱년기 우울과 삶의 질'로 확인되었다. 이후 5년(2017-2021년)간 자료의 토픽은 '갱년기 우울과 삶의 질', '비만과 심혈관 관련 위험요소 관리', '중년여성으로서 삶의 경험', '삶의 만족과 심리적 안녕', '갱년기 증상완화 전략'이었다. 지난 10년 간 중년여성에 대한 건강 관련 연구 주제 흐름과 동향의 파악을 하였으며, 향후 시대적인 흐름을 반영하는 중년여성 건강에 대한 연구가 지속되어야 할 것이다.

This study was conducted to understand the research trends and central concepts of middle-aged women' health in Korea. For the analysis of this study, target papers published from 2012 to 2021 were collected by entering the keywords of 'middle-aged woman' or 'menopausal woman'. 1,116 papers were used for analysis. The co-occurrence network of key words was developed and analyzed, and the research trends were analyzed through topic modeling of the LSD by dividing it into five-year units (2012-2016, 2017-2021), and visualized word cloud and sociogram were used. The keywords that appeared the most during the last 10 years were obesity, depression, body composition, stress, and menopause symptom. Five topics analyzed in the thesis data for 5 years from 2012 to 2016 were 'postmenopausal self-efficacy and satisfaction enhancement strategy', 'exercise to manage obesity and risk factors', 'intervention for obesity and stress', 'promotion of happiness and life management' and 'menopausal depression and quality of life' were confirmed. Five topics of research conducted for the next five years (2017-2021) were 'menopausal depression and quality of life', 'management of obesity and cardiovascular risk factors', 'life experience as a middle-aged woman', and 'life satisfaction and psychological well-being' and 'menopausal symptom relief strategy'. Through the results, the trend of research topics related to middle-aged women's health over the past 10 years have been identified, and research on health of middle-aged women that reflects the trend of the future should be continued.

키워드

과제정보

본 연구는 2022학년도 창신대학교 교내연구비에 의해 연구되었음(창신-2022-034). 이 성과는 과학기술정보통신부의 재원으로 한국연구재단의 지원을 받아 수행된 연구임(No. 2022R1G1A1013123).

참고문헌

  1. O. B. Chung. (2015). Theories of life-span development. 3rd ed. Seoul: Hakjisa; 445-500.
  2. B. Lee. (2006). A study on middle-aged women's awareness of preparations for old age: Centering on Buddhists at temples in the Seoul-Incheon area. Unpublished master's thesis, Dongguk University, Seoul.
  3. E. H. Kim. (2007). A Study on Anxiety about Aging of Middle Aged and Elderly Women. The Korean Academic Society of Nursing Education, 13(2), 192-202.
  4. N. Kim, J. Jun, J. Seo, Y. Oh, S. Lee, J. Lee. (2016). A report on the korea health panel survey of 2014(II): chronic disease, morbidity, health behaviour and health status. Final report. Seoul: Korea Institute for Health and Social Affairs, January, Report No. 2016-31-1.
  5. KN news. [2016.03.08.][internet].[cited 2022 February 28] Available from: http://www.knnews.co.kr/news/articleView.php?idxno=1173963
  6. Statistics Korea. (KOSIS). (2021). [internet] Life expectancy. Daejeon: Statistics Korea; 2020 [cited 2021 February 28]. Available from: https://kosis.kr/statHtml/statHtml.do?orgId=101&tblId=DT_1B41&checkFlag=N
  7. S. K. Lee, S. Jeong, H. G. Kim, Y. H. Yom. (2011). A social network analysis of research topics in Korean nursing science. Journal of Korean Academy of Nursing, 41(5), 623-632. DOI: 10.4040/jkan.2011.41.5.623
  8. C. S. Park. (2021). Trends in the study of nursing professionals in Korea : A convergence study of text network analysis and topic modeling. Journal of the Korea Convergence Society, 12(9), 295-305. DOI: 10.15207/JKCS.2021.12.9.295
  9. C. S. Park, J. W. Jung. (2013). Text network analysis: Detecting shared meaning through socio-cognitive networks of policy stakeholders. Journal of Governmental Studies, 19(2), 73-108.
  10. O. Kwon, B. S. Kim, S. K. Jung. (2021). A study on traffic impact by heavy rain using betweenness centrality analysis. Journal of Korean Data & Information Science Society, 32(1), 49-61. DOI: 10.7465/jkdi.2021.32.1.49
  11. Y. J. Lee, S. Y. Kim, S. Y. Kang, Y. J. Kang, L. Jin, H. Y. Jung et al. (2018). Trend analysis of research articles published in the Korean journal of women health nursing from 2013 to 2017. Korean Journal of Women Health Nursing, 24(1), 90-103. DOI: 10.4069/kjwhn.2018.24.1.90
  12. H. Tanaka, Y. Sasazawa, S. Suzuki, M. Nakazawa, H. Koyama. (2011). Health status and lifestyle factors as predictors of depression in middle-aged and elderly Japanese adults: A seven-year fol low-up of the Komo-Ise cohort study. BMC Psychiatry, 11(1), 20. DOI: 10.1186/1471-244x-11-20
  13. Y. W. Jeong, K. L. Kang, B. J. Lee. (2020). A study on experiences of health problems and coping in middle-aged and elderly women in the community: Focusing on focus group interview approach. Journal of Korean Academy of Community Health Nursing, 31(2), 119-129. DOI: 1012799/jkachn2020312119 https://doi.org/10.12799/jkachn.2020.31.2.119
  14. Statistics Korea (2022). [internet] Obesity prevalence in Korea. [cited 2022 June 28] Available: https://kosis.kr/statHtml/statHtml.do?orgId=101&tblId=DT_1B41&checkFlag=N
  15. V. R. Mesch, I. E. Roero, N. O. Siseles, M. Royer, M. Prada, F. Sayegh, et al. (2006). Metabolic syndrome throughout the menopausal transition: Influence of age and menopausal status. Climacteric, 9, 40-48. https://doi.org/10.1080/13697130500487331
  16. I. Y. Choi, M. O. Woo. (2019) Life styles and attitudes of health beauty store users: Influence on cosmetic products purchasing behaviors. Journal of Investigative Cosmetology, 15(3), 295-303. DOI: 10.15810/jic.2019.15.3.008
  17. K. H. Jung, N. M. Chun (2019). Influence of stress, social support and lifestyle on health-related quality of life in middle aged women. Journal of Korean Biological Nursing Science, 21(1), 62-66. DOI: 10.7586/jkbns.2019.21.1.62
  18. S. M. Woo, Y. O. So. (2019). Research trends of female leadership using keyword network analysis. The Women's Studies. 101(2), 5-34. DOI: 10.33949/tws.2019.101.2.001
  19. H. K. Chang. (2012). Influencing factors on health related quality of life in middle age. Korean Journal of Adult Nursing, 24(4), 330-347. https://doi.org/10.7475/kjan.2012.24.4.339