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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-9103807 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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