원문정보
Risk factors of alcohol use disorder in Korean adults based on the decision tree analysis
초록
영어
Objectives: The aim of this study was to identify risk factors of alcohol use disorder among Korean adults. Methods: Cross-sectional exploratory study based on data collected from Data from the 6th Korea National Health and Nutrition Examination Survey in 2015 were performed in this study. There were 3,248 participants who were 2,558 normal drinkers while 690 had alcohol use disorder. Decision tree analysis were used to exam socio-demographic and health-related factors to predict alcohol use disorder. Results: As a result of decision tree analysis, the predictive model for factors related to alcohol use disorder in Korean adults presented with 8 pathways. The significant predictors of alcohol use disorder were age, gender, smoking, marital status, and house income. Male smokers whose household income is ‘high’ or ‘low’ are most vulnerable to alcohol use disorders. Conclusions: This study indicates that need to consider health behavior and house income when we practice prevention policies and health education of alcohol use disorder.
목차
Ⅰ. 서론
1. 연구의 필요성
2. 연구목적
Ⅱ. 연구방법
1. 연구설계
2. 분석자료 및 연구대상자
3. 연구변수
4. 자료분석방법
5. 윤리적 고려
Ⅲ. 연구결과
1. 연구대상자의 알코올사용장애 여부에 따른 인구사회학적 특성 및 건강관련 특성
2. 연구대상자의 알코올사용장애를 위험요인을 예측하는 의사결정나무모형
3. 알코올사용장애 예측을 위한 의사결정나무모형의 평가
Ⅳ. 논의
Ⅴ. 결론 및 제언
참고문헌