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[학술저널]

의사결정나무 분석기법을 이용한 농촌거주 노인의 우울예측모형 구축

  • 학술저널

의사결정나무 분석기법을 이용한 농촌거주 노인의 우울예측모형 구축

A Predictive Model of Depression in Rural Elders-Decision Tree Analysis

김성은(우석대학교) 김선아(연세대학교)

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초록

Purpose: This descriptive study was done to develop a predictive model of depression in rural elders that will guide prevention and reduction of depression in elders. Methods: A cross-sectional descriptive survey was done using face-to-face private interviews. Participants included in the final analysis were 461 elders (aged≥ 65 years). The questions were on depression, personal and environmental factors, body functions and structures, activity and participation. Decision tree analysis using the SPSS Modeler 14.1 program was applied to build an optimum and significant predictive model to predict depression in rural elders. Results: From the data analysis, the predictive model for factors related to depression in rural elders presented with 4 pathways. Predictive factors included exercise capacity, self-esteem, farming, social activity, cognitive function, and gender. The accuracy of the model was 83.7%, error rate 16.3%, sensitivity 63.3%, and specificity 93.6%. Conclusion: The results of this study can be used as a theoretical basis for developing a systematic knowledge system for nursing and for developing a protocol that prevents depression in elders living in rural areas, thereby contributing to advanced depression prevention for elders.

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참고문헌(30)

  • 1.

    강대구 , 2009 , 도시와 농촌 지역 구분 기준 연구 , 농촌지도와 개발 16 (3) : 559 ~ 590

  • 2.

    김귀분 , 2009 , 노인의 우울 영향 요인 , 지역사회간호학회지 20 (2) : 197 ~ 206

  • 3.

    김동배 , 2005 , 한국노인의 우울 관련변인에 관한 메타분석 , 한국노년학 25 (4) : 167 ~ 187

  • 4.

    김영주 , 2009 , 농촌노인의 우울에 대한 사회적 지지의 매개효과 , 노인복지연구 46 (46) : 77 ~ 104

  • 5.

    김옥수 , 2007 , 여성노인의 여가활동, 인지기능 및 우울에 관한 연구 , 성인간호학회지 19 (3) : 436 ~ 446

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