The Journal of Information Systems (한국정보시스템학회지:정보시스템연구)

Korea Association of Information Systems (한국정보시스템학회)
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Study of Association between the Types of Health on the Basis of Network Analysis

건강의 유형별 연관성 평가: 네트워크 분석을 중심으로

  • 조호수 (서울대학교 공과대학) ;
  • 류민호 (동아대학교 경영정보학과 )
  • Received : 2023.04.12
  • Accepted : 2023.08.21
  • Published : 2023.09.30
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Abstract

Purpose This study aims to categorize the types of health, analyze the effects among health types based on network analysis find the most important type of health, and explain whether the results between health types vary depending on demographic characteristics. Design/methodology/approach This study investigated individual physical, clinical, mental, and social health(social capital and social support) levels through a survey of 100 people. Network analysis was applied to the survey data to confirm the degree centrality of nodes. Furthemore, we investigated the differences in core nodes according to gender and age groups. Findings According to the analysis result, social support was the most important health type in the entire group. Furthermore, the importance of health type was different depending on the characteristics of the groups. In the case of men, clinical health was the most important health type, and social support was analyzed to be the most important for women. In the case of young people, clinical health was the most important health type, and mental health was the most important health type in the middle-aged.

Keywords

Acknowledgement

이 논문은 동아대학교 교내 지원을 받아 수행된 연구임.

References

  1. 김덕현, 유동희, 정대율, "데이터 마이닝 기법을 통한 COVID-19 팬데믹의 국내 주가 영향 분석: 헬스케어산업을 중심으로", 정보시스템학회, 제30권, 제3호, 2021, pp. 21-45.
  2. 김홍록, 이광욱, "여성노인의 여가활동참가와 신체적 건강 및 행복감의 관계", 한국사회체육학회지, 제34권, 제1호, 2008, pp. 671-680. https://doi.org/10.51979/KSSLS.2008.11.34.671
  3. 보건복지부, "2019 국민건강영양조사", 2020.
  4. 보건복지부, "제5차 국민건강증진종합계획(Health Plan 2030, 2021~2030) 개정판", 한국건강증진개발원서울특별시, 2022.
  5. 보건복지부 보도자료, "2023년 보건복지부 예산 109조 1,830억 원 확정," 2022.12.14.
  6. 오현옥, 김석일, "생활체육참여가 정신건강 및 삶의 질에 미치는 영향", 한국사회체육학회지, 제32권, 제2호, 2008, pp. 1281-1290. https://doi.org/10.51979/KSSLS.2008.05.32.1281
  7. 유진, "운동과 정신건강", 한국스포츠심리학회 심포지엄 발표논문, 1993, pp. 1-35.
  8. 이성찬, 김원형, 장성만, 김병수, 이동우, 배재남, 조명재, "지역사회노인군에서 단축형 노인우울척도의 사용", 노인정신의 학, 제17권, 제1호, 2013, pp. 36-42.
  9. 장은미, 서응교, "미세먼지 통계 서비스 품질향상이 시민 삶의 질에 미치는 영향에 관 한 연구", 정보시스템학회, 제30권, 제3호, 2021, pp. 47-64.
  10. 조경환, "코로나 19 시대 건강증진을 위한 노인체육 활성화 방안", 한국엔터테인먼트 산업학회논문지, 제14권, 제7호, 2020, pp. 141-160. https://doi.org/10.21184/jkeia.2020.10.14.7.141
  11. 최영희, 정승은, "한국노인의 신체적 건강상태 도구개발과 신체적 건강상태에 관한 연구", 성인간호학회지, 제3권, 제1호, 1991, pp. 70-96.
  12. 한국보건산업진흥원, 보건산업통계, Retrieved March 10, 2023, https://khiss.go.kr/geo?menuId=MENU00323
  13. American Public Health Association, What is Public Health?, Retrieved March 10, 2023, https://www.apha.org/what-is-public-health
  14. Bae, J. N. and Cho, M. J., "Development of the Korean version of the Geriatric Depression Scale and its short form among elderly psychiatric patients," Journal of Psychosomatic Research, Vol. 57, No. 3, 2004, pp. 297-305. https://doi.org/10.1016/j.jpsychores.2004.01.004
  15. Barabasi, A. L. and Albert, R., "Emergence of scaling in random networks," Science, Vol. 286, No. 5439, 1999, pp. 509-512. https://doi.org/10.1126/science.286.5439.509
  16. Berkman, L. F., "Social support, social networks, social cohesion and health," Social work in health care, Vol. 31, No. 2, 2000, pp. 3-14. https://doi.org/10.1300/J010v31n02_02
  17. Berkman, L. F. and Glass, T., "Social integration, social networks, social support, and health," Social Epidemiology, Vol. 1, No. 6, 2000, pp. 137-173. https://doi.org/10.1093/oso/9780195083316.003.0007
  18. Burt, R. S., "Brokerage and closure: An introduction to social capital," Oxford university press, 2005.
  19. Cobb, S., "Social support as a moderator of life stress," Psychosomatic Medicine, Vol. 38, No. 5, 1976, pp. 300-314. https://doi.org/10.1097/00006842-197609000-00003
  20. Cohen, S. and Wills, T. A., "Stress, social support, and the buffering hypothesis," Psychological bulletin, Vol. 98, No. 2, 1985, pp. 310.
  21. Drentea, P. and Moren Cross, J. L., "Social capital and social support on the web: the case of an internet mother site," Sociology of health & illness, Vol. 27, No. 7, 2005, pp. 920-943. https://doi.org/10.1111/j.1467-9566.2005.00464.x
  22. Dunn, H. L., "High-level wellness for man and society," American Journal of Public Health, Vol. 51, No. 9, 1961, pp. 1300-1305.
  23. Enrichd Investigators. "Enhancing Recovery in Coronary Heart Disease (ENRICHD) study intervention: rationale and design," Psychosomatic Medicine, Vol. 63, No. 5, 2001, pp. 747-755.
  24. Fann, J. R., Ell, K., Sharpe, M. and O'Donnell, T., "Integrating psychosocial care into cancer services," Journal of Clinical Oncology, Vol. 30, No. 11, 2012, pp. 1178-1186. https://doi.org/10.1200/JCO.2011.39.7398
  25. Fowler, J. H. and Christakis, N. A., "Estimating peer effects on health in social networks: a response to Cohen- Cole and Fletcher; Trogdon, Nonnemaker, Pais," Journal of health economics, Vol. 27, No. 5, 2008, pp.1400-1405. https://doi.org/10.1016/j.jhealeco.2008.07.001
  26. Freeman, L. C., "Centrality in social networks: Conceptual clarification," Social networks, Vol. 1, No. 3, 1978, pp. 215-239. https://doi.org/10.1016/0378-8733(78)90021-7
  27. Grootaert, C. and Van Bastelaer, T. (Eds.), "Understanding and measuring social capital: A multidisciplinary tool for practitioners," World Bank Publications, 2002.
  28. Hettler, B., "The six dimensions of wellness model," National Wellness Institute. 1976.
  29. House, J. S., "Effects of social support on stress and health. II: The Work Setting," Work Stress and Social Support. 1981.
  30. Kawachi, I., "Social capital and community effects on population and individual health," Annals of the New York Academy of Sciences, Vol. 896, No. 1, 1999, pp. 120-130. https://doi.org/10.1111/j.1749-6632.1999.tb08110.x
  31. Keyes, C. L., "The mental health continuum: From languishing to flourishing in life," Journal of Health and Social Behavior, Vol. 43, No. 2, 2002, pp. 207-222. https://doi.org/10.2307/3090197
  32. Lamers, S. M., Westerhof, G. J., Bohlmeijer, E. T., ten Klooster, P. M. and Keyes, C. L., "Evaluating the psychometric properties of the mental health continuum short form (MHC SF)," Journal of clinical psychology, Vol. 67, No. 1, 2011, pp. 99-110. https://doi.org/10.1002/jclp.20741
  33. Lenferink, A., van der Palen, J. and Effing, T., "The role of social support in improving chronic obstructive pulmonary disease self-management," Expert review of respiratory medicine, Vol. 12, No. 8, 2018, pp. 623-626. https://doi.org/10.1080/17476348.2018.1489723
  34. Hopman, W. M., Harrison, M. B., Coo, H., Friedberg, E., Buchanan, M. and VanDenKerkhof, E. G., "Associations between chronic disease, age and physical and mental health status," Chronic Dis Can, Vol. 29, No. 3, 2009, pp. 108-16. https://doi.org/10.24095/hpcdp.29.3.03
  35. Katon, W. J., "Epidemiology and treatment of depression in patients with chronic medical illness," Dialogues in Clinical Neuroscience, Vol. 13, No. 1, 2011, pp. 7-23. https://doi.org/10.31887/DCNS.2011.13.1/wkaton
  36. Krishna, A. and H Shrader, E., "Social capital assessment tool," In Conference on Social Capital and Poverty Reduction, 1999.
  37. Mookadam, F. and Arthur, H. M., "Social support and its relationship to morbidity and mortality after acute myocardial infarction: systematic overview," Archives of internal medicine, Vol. 164, No. 14, 2004, pp. 1514-1518. https://doi.org/10.1001/archinte.164.14.1514
  38. Nabi, H., Kivimaki, M., Sabia, S., Dugravot, A., Shipley, M. J., Marmot, M. G., and Singh-Manoux, A., "Health behaviors and mental health status are associated with progression of disability among preretirement adults: The GAZEL cohort study," Preventive Medicine, Vol. 57, No. 6, 2013, pp. 910-914. https://doi.org/10.1016/j.ypmed.2013.04.011
  39. O'Donnell, M. P., "Definition of health promotion 2.0: embracing passion, enhancing motivation, realizing potential," American Journal of Health Promotion, Vol. 3, No. 1, 1989, pp. 5-16.
  40. Pan, A., Lucas, M., Sun, Q., van Dam, R. M., Franco, O. H., Manson, J. E. and Hu, F. B., "Bidirectional association between depression and type 2 diabetes mellitus in women," Archives of internal medicine, Vol. 170, No. 21, 2010, pp. 1884-1891. https://doi.org/10.1001/archinternmed.2010.356
  41. Putnam, R. D., "Tuning in, tuning out: The strange disappearance of social capital in America," Political science & politics, Vol. 28, No. 4, 1995, pp. 664-683. https://doi.org/10.2307/420517
  42. Ryff, C. D. and Singer, B., "Know thyself and become what you are: A eudaimonic approach to psychological well-being," Journal of Happiness Studies, Vol. 9, No. 1, 2008, pp.13-39. https://doi.org/10.1007/s10902-006-9019-0
  43. Slade, M., "Mental illness and well-being: The central importance of positive psychology and recovery approaches," BMC Health Services Research, Vol. 10, No. 1, 2010, pp.1-14. https://doi.org/10.1186/1472-6963-10-1
  44. Stanton, R. and Happell, B., "Exercise for mental illness: A systematic review of inpatient studies," International Journal of Mental Health Nursing, Vol. 23, No. 3, 2014, pp. 232-242. https://doi.org/10.1111/inm.12045
  45. Strine, T. W., Mokdad, A. H., Balluz, L. S., Gonzalez, O., Crider, R., Berry, J. T. and Kroenke, K., "Depression and anxiety in the United States: Findings from the 2006 Behavioral Risk Factor Surveillance System," Psychiatric Services, Vol. 59, No. 12, 2008, pp. 1383-1390. https://doi.org/10.1176/appi.ps.59.12.1383
  46. Tully, P. J. and Baumeister, H., "Collaborative care for comorbid depression and coronary heart disease: a systematic review and meta-analysis of randomised controlled trials," BMJ open, Vol. 5, No. 12. 2015, pp. 1-10. https://doi.org/10.1136/bmjopen-2015-009128
  47. Uchino, B. N., "Social support and physical health: Understanding the health consequences of relationships," Yale university press, 2004.
  48. United Nations, "Universal Declaration of Human Rights," 1948.
  49. Vogelzangs, N., Beekman, A. T. F., De Jonge, P., and Penninx, B. W. J. H., "Anxiety disorders and inflammation in a large adult cohort," Translational psychiatry, Vol. 3, No. 4, 2013, pp. e249.
  50. Ware Jr, J. E., Kosinski, M. and Keller, S. D., "A 12-Item Short-Form Health Survey: construction of scales and preliminary tests of reliability and validity," Medical Care, 2016, pp. 220-233.
  51. Ware Jr, J. E. and Sherbourne, C. D., "The MOS 36-item short-form health survey (SF-36): I. Conceptual framework and item selection," Medical Care, 1992, pp. 473-483.
  52. World Health Organization, "Constitution of the World Health Organization," New York, 1946.
  53. Yang, K., "Individual social capital and its measurement in social surveys," In Survey Research Methods, Vol. 1, No. 1, 2007, pp. 19-27.