Prediction Model for Contributing Factors to Elder Abuse : Focusing on National Survey of Older Persons of Korean in 2020

This study analyzed factors affecting the experience of elder abuse among the elderly living in Korea. A total of 9,920 people who responded to the experience of elder abuse were selected as subjects for this study. Based on previous studies, demographic and social environmental factors were selected as factors affecting the occurrence of elder abuse. Decision tree analysis, a data mining technique, was conducted to analyze the structural relationship of variables. As a result of the analysis, it was confirmed that the incidence of elder abuse increased in the elderly who experienced conflicts with their children, who evaluated social respect for the elderly negatively, and who had high depression. Based on research results, practical suggestions were provided.

Publication Details

Journal
Korea Academy of Care Management
Published
2024-09-30
DOI
https://doi.org/10.22589/kaocm.2024.52.57
Primary Topic
Health and Wellbeing Research
Type
article
Field-Weighted Citation Impact
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article

Prediction Model for Contributing Factors to Elder Abuse : Focusing on National Survey of Older Persons of Korean in 2020

Korea Academy of Care Management
Health and Wellbeing Research
article

Prediction Model for Contributing Factors to Elder Abuse : Focusing on National Survey of Older Persons of Korean in 2020

article en

Abstract

This study analyzed factors affecting the experience of elder abuse among the elderly living in Korea. A total of 9,920 people who responded to the experience of elder abuse were selected as subjects for this study. Based on previous studies, demographic and social environmental factors were selected as factors affecting the occurrence of elder abuse. Decision tree analysis, a data mining technique, was conducted to analyze the structural relationship of variables. As a result of the analysis, it was confirmed that the incidence of elder abuse increased in the elderly who experienced conflicts with their children, who evaluated social respect for the elderly negatively, and who had high depression. Based on research results, practical suggestions were provided.

Korea Academy of Care ManagementVol. 52
Openalex Percentile: Top 70%
Health and Wellbeing Research
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