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Impact of Education, Medical Services, and Living Conditions on Health: Evidence from China Health and Nutrition Survey
Education, medical services, and living conditions can influence individual health and health literacy. We used the 2015 China Health and Nutrition Survey data to analyze the impact of education, medical services, and living conditions on individual health by extending the Grossman model. As a resul...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8466347/ https://www.ncbi.nlm.nih.gov/pubmed/34574896 http://dx.doi.org/10.3390/healthcare9091122 |
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author | Dai, Xianhua Li, Wenchao |
author_facet | Dai, Xianhua Li, Wenchao |
author_sort | Dai, Xianhua |
collection | PubMed |
description | Education, medical services, and living conditions can influence individual health and health literacy. We used the 2015 China Health and Nutrition Survey data to analyze the impact of education, medical services, and living conditions on individual health by extending the Grossman model. As a result, using the instrumental variable (read, write, and draw) two-stage least square method, we found that education, medical services, and living conditions have a positive impact on individual health, both physical health and psychological health. Among them, medical services have the largest influence, followed by living conditions and education. In addition, the results are robust. However, individual characteristics, family income, and working status also affect individual health. Moreover, we observed heterogeneity in age, sex, and residence in the impact of education, medical services, and living conditions on individual health. In particular, the health of the rural elderly and elderly women is more sensitive to education, the medical services of middle-aged women and young men have a greater impact on their health, and the living conditions of the rural elderly and youth have a greater impact on their health. All the findings are helpful for optimizing the path of the Healthy China program. |
format | Online Article Text |
id | pubmed-8466347 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-84663472021-09-27 Impact of Education, Medical Services, and Living Conditions on Health: Evidence from China Health and Nutrition Survey Dai, Xianhua Li, Wenchao Healthcare (Basel) Article Education, medical services, and living conditions can influence individual health and health literacy. We used the 2015 China Health and Nutrition Survey data to analyze the impact of education, medical services, and living conditions on individual health by extending the Grossman model. As a result, using the instrumental variable (read, write, and draw) two-stage least square method, we found that education, medical services, and living conditions have a positive impact on individual health, both physical health and psychological health. Among them, medical services have the largest influence, followed by living conditions and education. In addition, the results are robust. However, individual characteristics, family income, and working status also affect individual health. Moreover, we observed heterogeneity in age, sex, and residence in the impact of education, medical services, and living conditions on individual health. In particular, the health of the rural elderly and elderly women is more sensitive to education, the medical services of middle-aged women and young men have a greater impact on their health, and the living conditions of the rural elderly and youth have a greater impact on their health. All the findings are helpful for optimizing the path of the Healthy China program. MDPI 2021-08-30 /pmc/articles/PMC8466347/ /pubmed/34574896 http://dx.doi.org/10.3390/healthcare9091122 Text en © 2021 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 Dai, Xianhua Li, Wenchao Impact of Education, Medical Services, and Living Conditions on Health: Evidence from China Health and Nutrition Survey |
title | Impact of Education, Medical Services, and Living Conditions on Health: Evidence from China Health and Nutrition Survey |
title_full | Impact of Education, Medical Services, and Living Conditions on Health: Evidence from China Health and Nutrition Survey |
title_fullStr | Impact of Education, Medical Services, and Living Conditions on Health: Evidence from China Health and Nutrition Survey |
title_full_unstemmed | Impact of Education, Medical Services, and Living Conditions on Health: Evidence from China Health and Nutrition Survey |
title_short | Impact of Education, Medical Services, and Living Conditions on Health: Evidence from China Health and Nutrition Survey |
title_sort | impact of education, medical services, and living conditions on health: evidence from china health and nutrition survey |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8466347/ https://www.ncbi.nlm.nih.gov/pubmed/34574896 http://dx.doi.org/10.3390/healthcare9091122 |
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