Abstract
Aiming at the problems of poor fairness of resource allocation and long time-consuming allocation of traditional methods, a method of resource optimization allocation under dynamic monitoring of medical care combined with elderly care mode is proposed. The integrated medical and elderly care model is analyzed, the role of dynamic monitoring in the optimal allocation of resources in the integrated medical and elderly care model is discussed, and a general model for optimal allocation of medical and elderly resources based on the analysis results is established. Based on the criterion of “minimum variance of estimation error,” a combined prediction model is established to obtain the combined prediction results. The investment objects of the optimal allocation of resources in the elderly care model are clustered in advance by using the clustering method, and the investment objects of the optimal allocation of resources in the elderly care model are comprehensively evaluated by using the principal component analysis method. According to the actual results of the comprehensive evaluation, the improved whale algorithm is used to allocate pension resources reasonably, and the fairness and applicability of the allocation results are analyzed experimentally. The results show that the method proposed in this paper has strong rationality and can effectively realize the rational distribution of pensions.
Highlights
China’s 13th five-year plan proposes further promoting the combination of medical and health care and pension services to meet the people’s multilevel and diversified health and pension service needs [1–3]. e combined medical care and elderly care model is a new elderly care service model that conforms to the needs of the times, solves the dilemma of medical care and elderly care for the elderly, and integrates life service and rehabilitation health care [4, 5]. e combined medical care and elderly care model is an effective model to improve the medical treatment and elderly care of the elderly, and reasonable resource allocation is the key link of the efficient combination of “medical care” and “elderly care” [6, 7]
A better understanding of the income health gradient may lead to more effective pension schemes and health policies. e purpose is to evaluate the impact of social pension expansion on medical utilization in China
It is shown that the equity of resource allocation of the pension model of this method is better than the traditional method
Summary
Pension is an issue widely concerned by the state and society. China’s 13th five-year plan proposes further promoting the combination of medical and health care and pension services to meet the people’s multilevel and diversified health and pension service needs [1–3]. e combined medical care and elderly care model is a new elderly care service model that conforms to the needs of the times, solves the dilemma of medical care and elderly care for the elderly, and integrates life service and rehabilitation health care [4, 5]. e combined medical care and elderly care model is an effective model to improve the medical treatment and elderly care of the elderly, and reasonable resource allocation is the key link of the efficient combination of “medical care” and “elderly care” [6, 7]. China’s 13th five-year plan proposes further promoting the combination of medical and health care and pension services to meet the people’s multilevel and diversified health and pension service needs [1–3]. E combined medical care and elderly care model is a new elderly care service model that conforms to the needs of the times, solves the dilemma of medical care and elderly care for the elderly, and integrates life service and rehabilitation health care [4, 5]. In order to give play to the greater benefits of the combination of “medical care” and “maintenance” and meet the elderly’s pension needs, it is an urgent problem to allocate pension resources fairly, reasonably, and scientifically [8, 9]. Reference [10] put forward the research on China’s social pension expansion and medical utilization according to the new rural pension plan. Respondents in the 2013 National Longitudinal Study on health and retirement
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