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A Regulatory Game Analysis of Smart Aging Platforms Considering Privacy Protection

Privacy and information protection are important issues in the era of big data. At present, China’s elderly care industry is gradually adopting the supply model of smart elderly care to alleviate the contradiction between supply and demand. However, the low level of regulation of smart aging platfor...

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Autores principales: Shi, Tengfei, Xiao, Hanjie, Han, Fengxia, Chen, Lan, Shi, Jianwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9103807/
https://www.ncbi.nlm.nih.gov/pubmed/35565170
http://dx.doi.org/10.3390/ijerph19095778
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author Shi, Tengfei
Xiao, Hanjie
Han, Fengxia
Chen, Lan
Shi, Jianwei
author_facet Shi, Tengfei
Xiao, Hanjie
Han, Fengxia
Chen, Lan
Shi, Jianwei
author_sort Shi, Tengfei
collection PubMed
description Privacy and information protection are important issues in the era of big data. At present, China’s elderly care industry is gradually adopting the supply model of smart elderly care to alleviate the contradiction between supply and demand. However, the low level of regulation of smart aging platforms may lead to a low level of privacy protection on the platforms. Therefore, in this paper, based on the evolutionary game and Lyapunov theory, we discuss the willingness of elderly people to participate in regulation, the privacy protection status of platform service providers, and the degree of government regulation, as well as the key factors affecting the equilibrium of the three-party game system, and conduct simulation analysis and game system optimization using MATLAB. The simulation results show that [Formula: see text] and [Formula: see text] can be transformed to [Formula: see text] by adjusting the parameters, i.e., the optimal ESS is participation, high-quality protection, and low investment supervision; the service income of the elderly, the loss of privacy leakage, the investment cost of service providers, and the amount of government rewards and punishments are the key factors affecting the tripartite game system. By analyzing the impact of factors, such as benefits and costs, on privacy protection and the regulation of smart senior care platforms, the level of privacy protection of smart senior care platforms can be improved and the process of the comprehensive regulation of domestic senior care services can be promoted.
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spelling pubmed-91038072022-05-14 A Regulatory Game Analysis of Smart Aging Platforms Considering Privacy Protection Shi, Tengfei Xiao, Hanjie Han, Fengxia Chen, Lan Shi, Jianwei Int J Environ Res Public Health Article Privacy and information protection are important issues in the era of big data. At present, China’s elderly care industry is gradually adopting the supply model of smart elderly care to alleviate the contradiction between supply and demand. However, the low level of regulation of smart aging platforms may lead to a low level of privacy protection on the platforms. Therefore, in this paper, based on the evolutionary game and Lyapunov theory, we discuss the willingness of elderly people to participate in regulation, the privacy protection status of platform service providers, and the degree of government regulation, as well as the key factors affecting the equilibrium of the three-party game system, and conduct simulation analysis and game system optimization using MATLAB. The simulation results show that [Formula: see text] and [Formula: see text] can be transformed to [Formula: see text] by adjusting the parameters, i.e., the optimal ESS is participation, high-quality protection, and low investment supervision; the service income of the elderly, the loss of privacy leakage, the investment cost of service providers, and the amount of government rewards and punishments are the key factors affecting the tripartite game system. By analyzing the impact of factors, such as benefits and costs, on privacy protection and the regulation of smart senior care platforms, the level of privacy protection of smart senior care platforms can be improved and the process of the comprehensive regulation of domestic senior care services can be promoted. MDPI 2022-05-09 /pmc/articles/PMC9103807/ /pubmed/35565170 http://dx.doi.org/10.3390/ijerph19095778 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Shi, Tengfei
Xiao, Hanjie
Han, Fengxia
Chen, Lan
Shi, Jianwei
A Regulatory Game Analysis of Smart Aging Platforms Considering Privacy Protection
title A Regulatory Game Analysis of Smart Aging Platforms Considering Privacy Protection
title_full A Regulatory Game Analysis of Smart Aging Platforms Considering Privacy Protection
title_fullStr A Regulatory Game Analysis of Smart Aging Platforms Considering Privacy Protection
title_full_unstemmed A Regulatory Game Analysis of Smart Aging Platforms Considering Privacy Protection
title_short A Regulatory Game Analysis of Smart Aging Platforms Considering Privacy Protection
title_sort regulatory game analysis of smart aging platforms considering privacy protection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9103807/
https://www.ncbi.nlm.nih.gov/pubmed/35565170
http://dx.doi.org/10.3390/ijerph19095778
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