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Research on layout model and construction planning of aged care institutions for disabled elders in China: based on Nanjing city data

BACKGROUND: To meet the needs of diversified pension services and the construction of aged care institutions is one of the urgent livelihood issues in China. Under the major national needs of pension and care for the elderly, it is necessary to optimize the allocation of pension and care for the eld...

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Autores principales: Guo, Xiaojun, Shen, Houxue, Wen, Qinglan, Liu, Sifeng, Yang, Yingjie, Zhang, Hui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10116451/
https://www.ncbi.nlm.nih.gov/pubmed/37081383
http://dx.doi.org/10.1186/s12877-023-03924-z
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author Guo, Xiaojun
Shen, Houxue
Wen, Qinglan
Liu, Sifeng
Yang, Yingjie
Zhang, Hui
author_facet Guo, Xiaojun
Shen, Houxue
Wen, Qinglan
Liu, Sifeng
Yang, Yingjie
Zhang, Hui
author_sort Guo, Xiaojun
collection PubMed
description BACKGROUND: To meet the needs of diversified pension services and the construction of aged care institutions is one of the urgent livelihood issues in China. Under the major national needs of pension and care for the elderly, it is necessary to optimize the allocation of pension and care for the elderly resources, and formulate operational coping strategies and optimization plans. It is of great significance to deal with the urgent problem of population aging in a timely and scientific way. METHODS: The economic benefits and social costs of aged care institutions are regarded as objective functions. To satisfy the economic benefits, it is necessary to reduce the social costs, and its construction quantity can only be an integer. The multi-objective genetic algorithm is improved with integer programming, and the global optimal solution is achieved after several times of searching. Under the multi-objective optimization model, the improved genetic algorithm was combined with the superior and inferior solution distance method to solve the genetic algorithm, and the corresponding objective function value was obtained after rounding. Finally, Pareto optimal solution set is selected by multi-objective decision, and the result of construction planning is obtained. RESULTS: Based on multi-attribute decision analysis and taking three years as the construction cycle, the planning scheme of aged care institutions construction in each district of Nanjing in the next 15 years was proposed. In addition, considering the intelligent trend of future pension, the proportion of home-based pension is increasing year by year, and the model is promoted to meet the needs of diversified pension services. With the gradual increase of the elderly population in Nanjing, the proportion of intelligent home-based care has been increasing year by year since 2027, and the construction demand of aged care institutions has also increased. The number of construction at all levels rises gradually in each cycle, and the increase is more obvious after 2027. CONCLUSIONS: The layout and planning of aged care institutions proposed in this paper not only considers economic and environmental benefits, but also combines the current situation of aged care institutions in various districts of Nanjing. The model is reasonable and effective, and has practical application value. It will help China optimize the allocation of elderly care resources under the target of active aging, and scientifically and comprehensively deal with the problem of population aging.
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spelling pubmed-101164512023-04-21 Research on layout model and construction planning of aged care institutions for disabled elders in China: based on Nanjing city data Guo, Xiaojun Shen, Houxue Wen, Qinglan Liu, Sifeng Yang, Yingjie Zhang, Hui BMC Geriatr Research BACKGROUND: To meet the needs of diversified pension services and the construction of aged care institutions is one of the urgent livelihood issues in China. Under the major national needs of pension and care for the elderly, it is necessary to optimize the allocation of pension and care for the elderly resources, and formulate operational coping strategies and optimization plans. It is of great significance to deal with the urgent problem of population aging in a timely and scientific way. METHODS: The economic benefits and social costs of aged care institutions are regarded as objective functions. To satisfy the economic benefits, it is necessary to reduce the social costs, and its construction quantity can only be an integer. The multi-objective genetic algorithm is improved with integer programming, and the global optimal solution is achieved after several times of searching. Under the multi-objective optimization model, the improved genetic algorithm was combined with the superior and inferior solution distance method to solve the genetic algorithm, and the corresponding objective function value was obtained after rounding. Finally, Pareto optimal solution set is selected by multi-objective decision, and the result of construction planning is obtained. RESULTS: Based on multi-attribute decision analysis and taking three years as the construction cycle, the planning scheme of aged care institutions construction in each district of Nanjing in the next 15 years was proposed. In addition, considering the intelligent trend of future pension, the proportion of home-based pension is increasing year by year, and the model is promoted to meet the needs of diversified pension services. With the gradual increase of the elderly population in Nanjing, the proportion of intelligent home-based care has been increasing year by year since 2027, and the construction demand of aged care institutions has also increased. The number of construction at all levels rises gradually in each cycle, and the increase is more obvious after 2027. CONCLUSIONS: The layout and planning of aged care institutions proposed in this paper not only considers economic and environmental benefits, but also combines the current situation of aged care institutions in various districts of Nanjing. The model is reasonable and effective, and has practical application value. It will help China optimize the allocation of elderly care resources under the target of active aging, and scientifically and comprehensively deal with the problem of population aging. BioMed Central 2023-04-20 /pmc/articles/PMC10116451/ /pubmed/37081383 http://dx.doi.org/10.1186/s12877-023-03924-z Text en © The Author(s) 2023, corrected publication 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Guo, Xiaojun
Shen, Houxue
Wen, Qinglan
Liu, Sifeng
Yang, Yingjie
Zhang, Hui
Research on layout model and construction planning of aged care institutions for disabled elders in China: based on Nanjing city data
title Research on layout model and construction planning of aged care institutions for disabled elders in China: based on Nanjing city data
title_full Research on layout model and construction planning of aged care institutions for disabled elders in China: based on Nanjing city data
title_fullStr Research on layout model and construction planning of aged care institutions for disabled elders in China: based on Nanjing city data
title_full_unstemmed Research on layout model and construction planning of aged care institutions for disabled elders in China: based on Nanjing city data
title_short Research on layout model and construction planning of aged care institutions for disabled elders in China: based on Nanjing city data
title_sort research on layout model and construction planning of aged care institutions for disabled elders in china: based on nanjing city data
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10116451/
https://www.ncbi.nlm.nih.gov/pubmed/37081383
http://dx.doi.org/10.1186/s12877-023-03924-z
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