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The Heterogeneous Impact of Internet Use on Older People’s Mental Health: An Instrumental Variable Quantile Regression Analysis
Objectives: Whether Internet use improves older people’s health is an open question. This study empirically investigated the impact of Internet use on older people’s mental health with a focus on the heterogeneity among subgroups. Method: Data come from the 2018 China Health Retirement Longitudinal...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10027613/ https://www.ncbi.nlm.nih.gov/pubmed/36960409 http://dx.doi.org/10.3389/ijph.2023.1605664 |
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author | Zhu, Huoyun Li, Zhaoqi Lin, Wenyi |
author_facet | Zhu, Huoyun Li, Zhaoqi Lin, Wenyi |
author_sort | Zhu, Huoyun |
collection | PubMed |
description | Objectives: Whether Internet use improves older people’s health is an open question. This study empirically investigated the impact of Internet use on older people’s mental health with a focus on the heterogeneity among subgroups. Method: Data come from the 2018 China Health Retirement Longitudinal Study (n = 8,505). An instrumental variable quantile regression method (IVQR) combines the instrumental variable and quantile regression to resolve the endogeneity and heterogeneity generally challenged in ordinary least squares (OLS). Results: Although Internet use generally improves older people’s mental health, there is enormous heterogeneity in the effects on older adults with different mental health conditions. Specifically, Internet use only has a mitigating impact on older adults with poor mental health. Those heterogeneities are also found between rural and urban residents but not between genders. Conclusion: Our findings shed light on active and healthy aging strategies. Two policy priorities include, on the one hand, the Internet user environment should be improved in parallel with Internet technology; on the other hand, multiple measurements are urgent to be developed to deal with the heterogeneity and unevenness of the impact of Internet technology on older people. |
format | Online Article Text |
id | pubmed-10027613 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100276132023-03-22 The Heterogeneous Impact of Internet Use on Older People’s Mental Health: An Instrumental Variable Quantile Regression Analysis Zhu, Huoyun Li, Zhaoqi Lin, Wenyi Int J Public Health Public Health Archive Objectives: Whether Internet use improves older people’s health is an open question. This study empirically investigated the impact of Internet use on older people’s mental health with a focus on the heterogeneity among subgroups. Method: Data come from the 2018 China Health Retirement Longitudinal Study (n = 8,505). An instrumental variable quantile regression method (IVQR) combines the instrumental variable and quantile regression to resolve the endogeneity and heterogeneity generally challenged in ordinary least squares (OLS). Results: Although Internet use generally improves older people’s mental health, there is enormous heterogeneity in the effects on older adults with different mental health conditions. Specifically, Internet use only has a mitigating impact on older adults with poor mental health. Those heterogeneities are also found between rural and urban residents but not between genders. Conclusion: Our findings shed light on active and healthy aging strategies. Two policy priorities include, on the one hand, the Internet user environment should be improved in parallel with Internet technology; on the other hand, multiple measurements are urgent to be developed to deal with the heterogeneity and unevenness of the impact of Internet technology on older people. Frontiers Media S.A. 2023-03-07 /pmc/articles/PMC10027613/ /pubmed/36960409 http://dx.doi.org/10.3389/ijph.2023.1605664 Text en Copyright © 2023 Zhu, Li and Lin. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Public Health Archive Zhu, Huoyun Li, Zhaoqi Lin, Wenyi The Heterogeneous Impact of Internet Use on Older People’s Mental Health: An Instrumental Variable Quantile Regression Analysis |
title | The Heterogeneous Impact of Internet Use on Older People’s Mental Health: An Instrumental Variable Quantile Regression Analysis |
title_full | The Heterogeneous Impact of Internet Use on Older People’s Mental Health: An Instrumental Variable Quantile Regression Analysis |
title_fullStr | The Heterogeneous Impact of Internet Use on Older People’s Mental Health: An Instrumental Variable Quantile Regression Analysis |
title_full_unstemmed | The Heterogeneous Impact of Internet Use on Older People’s Mental Health: An Instrumental Variable Quantile Regression Analysis |
title_short | The Heterogeneous Impact of Internet Use on Older People’s Mental Health: An Instrumental Variable Quantile Regression Analysis |
title_sort | heterogeneous impact of internet use on older people’s mental health: an instrumental variable quantile regression analysis |
topic | Public Health Archive |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10027613/ https://www.ncbi.nlm.nih.gov/pubmed/36960409 http://dx.doi.org/10.3389/ijph.2023.1605664 |
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