A Tobit regression model study on the demand for care services and care expenses of older adults
10.3760/cma.j.issn.0254-9026.2023.10.016
- VernacularTitle:老年人照护服务的需求现状及照护费用支出的Tobit回归模型研究
- Author:
Zhaohui QIN
1
;
Zefang GAO
;
Shuo LU
;
Xueling GUAN
;
Liang SHEN
;
Wenhao HUANG
Author Information
1. 徐州医科大学医疗卫生应急救援研究中心，徐州 221004
- Keywords:
Health care costs;
Cost of care;
Tobit model;
Influencing factor
- From:
Chinese Journal of Geriatrics
2023;42(10):1233-1238
- CountryChina
- Language:Chinese
-
Abstract:
Objective:In order to develop an appropriate care service system and care security system for the elderly in urban communities, it is necessary to gain a comprehensive understanding of their needs and utilization of care services, as well as the cost of care and the factors that influence it.This will provide a theoretical basis for developing effective countermeasures.Methods:A stratified random cluster sampling method was utilized to conduct a questionnaire survey on individuals aged 60 and above in the Xuzhou urban community.The survey aimed to gain insight into the needs, utilization, and expenditure of care services for the elderly.To analyze the factors influencing care expenditure, a single factor χ2 test and Tobit regression model were employed. Results:In our survey of 1 623 elderly individuals, it was found that 32.4%(526 people)had been bedridden for more than one day in the past year and were unable to care for themselves.Of the elderly who are bedridden, 393 individuals(74.7%)have received care services from professional institutions, with a focus on medical care(312 people, 79.4%)and rehabilitation care(95 people, 24.2%).In terms of financial expenditures, 91.7% of respondents(1 489 people)reported spending zero yuan in the past year, while 6.0%(96 people)spent between 1 and 4 999 yuan.Only 1.0%(17 people)reported spending between 5 000 and 9 999 yuan, and 1.3%(21 people)spent 10 000 yuan or more.The findings from the univariate analysis revealed that various factors, including marriage, age, medical expenses, and life satisfaction had a significant impact on the care expenses of the elderly(all P<0.05).Furthermore, the Tobit regression model demonstrated that certain variables were particularly influential in determining care expenses.Specifically, elderly individuals with higher monthly income(Me=3.114), advanced age(Me=3.458), knowledge of care insurance(Me=7.647), disability(Me=10.998), no spouse(Me=14.387), and dementia(Me=20.473)had significantly higher care expenses. Conclusions:The survey conducted in Xuzhou suggests that the demand for care services is high, yet the utilization rate remains low, leading to a significant burden of care costs.To address these challenges, we must prioritize the care needs of disabled, mentally retarded, and advanced-age elderly individuals.We should also focus on enhancing medical and rehabilitation care services, improving the overall quality of elderly care, and promoting the development of a comprehensive elderly care service system and care security system that caters to the specific needs and financial constraints of the elderly population.
