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      의사결정나무분석에 의한 노인의 연령집단별 노쇠 결정요인 탐색 = Exploring the Determinants of Frailty in Older Adults by Age Group Using Decision Tree Analysis

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      https://www.riss.kr/link?id=A109684274

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      Purpose: This study aimed to identify frailty determinants by age group. Methods: The participants were 9,955 older adults from the 2023 National Survey of the Living Conditions of Older Koreans. They were divided into three groups: young old (65~74 years), advanced old (75~84 years), and very advanced old (85+ years). The data were analyzed using IBM SPSS Statistics 29.0 and a decision tree. Results: Frailty prevalence increased with age: 2.0% in the young old, 7.0% in the advanced old, and 11.3% in the very advanced old group. Major predictors differed by group: activities of daily living in the young old, instrumental activities of daily living in the advanced old, and depression in the very advanced old. The primary causes of frailty gradually changed as people aged, moving from physical to psychological and social influences. Conclusion: These findings suggest the need for age-specific frailty management programs. Programs should emphasize physical activity for the young old and socio-psychological support for the very advanced old to support healthy aging.
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      Purpose: This study aimed to identify frailty determinants by age group. Methods: The participants were 9,955 older adults from the 2023 National Survey of the Living Conditions of Older Koreans. They were divided into three groups: young old (65~74 y...

      Purpose: This study aimed to identify frailty determinants by age group. Methods: The participants were 9,955 older adults from the 2023 National Survey of the Living Conditions of Older Koreans. They were divided into three groups: young old (65~74 years), advanced old (75~84 years), and very advanced old (85+ years). The data were analyzed using IBM SPSS Statistics 29.0 and a decision tree. Results: Frailty prevalence increased with age: 2.0% in the young old, 7.0% in the advanced old, and 11.3% in the very advanced old group. Major predictors differed by group: activities of daily living in the young old, instrumental activities of daily living in the advanced old, and depression in the very advanced old. The primary causes of frailty gradually changed as people aged, moving from physical to psychological and social influences. Conclusion: These findings suggest the need for age-specific frailty management programs. Programs should emphasize physical activity for the young old and socio-psychological support for the very advanced old to support healthy aging.

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