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Analysis on the Transition and Determinants of Long-Term Care Service for the Elderly in the Internet of Things era

Journal of The Korea Internet of Things Society / Journal of The Korea Internet of Things Society, (P)2799-4791;
2020, v.6 no.4, pp.39-48
https://doi.org/https://doi.org/10.20465/kiots.2020.6.4.039

Abstract

This study intends to the estimate the determinants and state dependence of long-term care services in Korea. For this purpose, we analyzed the transition patterns among three states of long-term care service utilization over time by using the Korea Welfare Panel Study data with the random effect multinomial logit model. It is found that the result showed a strong state dependence in long-term care service utilization. Especially, long-term care insurance for the elderly showed a strong state dependence among others. Among the individual demographic characteristics, the higher the age, the higher the probability of using long-term care insurance for the elderly, while the lower the probability when married. The characteristics of the residential region showed that the residents of the urban-rural integrated region had a significantly higher probability of using long-term care insurance than the reference region. The results of this study suggest that the long-term care service users have a strong state dependence, which means that it is important to take into account the increase in the utilization period of existing users in future demand forecasting.

keywords
장기요양보험, 노인복지, 요양 서비스 이용 상태, 상태 의존성, 패널다항 로짓, Long Term Care Insurance, Elderly Welfare, Care Service Utilization Status, State Dependence, Panel Multinomial Logit

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Journal of The Korea Internet of Things Society