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> 한국보건정보통계학회 > 보건정보통계학회지 > 45권 2호

보건의료 빅데이터를 활용한 생활습관 군집현상과 만성질환 유병의 연관성 분석: 지역사회건강조사 원시자료를 활용하여

Association between Clustering of Lifestyle and Chronic Disease Using Healthcare Big Data

노을희 ( Eul Hee Roh ) , 박상찬 ( Sang Chan Park )

- 발행기관 : 한국보건정보통계학회

- 발행년도 : 2020

- 간행물 : 보건정보통계학회지, 45권 2호

- 페이지 : pp.113-123 ( 총 11 페이지 )


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구매 전에 간행물명, 페이지 수 확인 부탁 드립니다.

5,100
논문제목
초록(외국어)
Objectives: In this study, the correlation between the clustering of lifestyle and the prevalence of chronic diseases was identified with the association rule analysis utilizing raw data of the Korean Community Health Survey by Korea Centers for Disease Control and Prevention (KCDC). Methods: It identified the characteristics of the subject and selected the representative type of cluster through the association rule analysis. In addition, through the chi-square test, the sensitivity and specificity value, it tested the significance and validity of the association rule. Through the logistic regression analysis, identified the individual characteristic factors having influence on the cluster of lifestyle. Results: The statistically significant association rule was mainly composed of two or three lifestyle clusters and that composed of five lifestyle clusters the most was shown. In addition, there was lifestyle cluster shown commonly in the their age groups in all the chronic diseases and on the contrary, there was the lifestyle cluster shown in specific age group only. Also the specificity of all lifestyle clusters were represented greater than the sensitivity. In the results of identifying the association of individual factors by selecting the lifestyle cluster shown commonly in all chronic diseases in all age groups, the gender, residential area, and occupation showed the significant association in all clusters. Conclusions: It presented that drawing the meaningful results by applying the association rule analysis on the health care Big Data is possible. Particularly, the fact that the association rule showing specific pattern between the lifestyle and the chronic disease was discovered provides the important implication in correcting the lifestyle for chronic disease management and prevention.

논문정보
  • - 주제 : 의약학분야 > 예방의학및보건학
  • - 발행기관 : 한국보건정보통계학회
  • - 간행물 : 보건정보통계학회지, 45권 2호
  • - 발행년도 : 2020
  • - 페이지 : pp.113-123 ( 총 11 페이지 )
  • - UCI(KEPA) : I410-ECN-0102-2021-500-000807473
저널정보
  • - 주제 : 의약학분야 > 예방의학및보건학
  • - 성격 : 학술지
  • - 간기 : 계간
  • - 국내 등재 : KCI 등재
  • - 해외 등재 : -
  • - ISSN : 2465-8014
  • - 수록범위 : 1976–2021
  • - 수록 논문수 : 746