Impact of mobile payment on physical health: Evidence from the 2017 China household finance survey
- PMID: 35979469
- PMCID: PMC9376227
- DOI: 10.3389/fpubh.2022.963234
Impact of mobile payment on physical health: Evidence from the 2017 China household finance survey
Abstract
Individuals' health status is an essential indicator of the overall strength of a country. Existing literature has studied the determinants of individuals' health, but there is no direct evidence to date on the impact of mobile payment on health. To supplement relevant research and provide insightful policy suggestions to families, government and societies, based on data of 32,058 observations from the 2017 China Household Finance Survey, we estimate the effects of mobile payment on physical health using ordinary least squares and two-stage least squares strategy. This paper provides direct evidence that mobile payment has a positive impact on citizens' physical health. Heterogeneity analysis shows that mobile payment has a more profound impact on the health of citizens who are rural and less educated. Finally, further findings in this paper suggest that commercial insurance and leisure consumption are the mechanism through which the link between mobile payment and individuals' health operates.
Keywords: commercial insurance; heterogeneity analysis; leisure consumption; mechanism; mobile payment; physical health.
Copyright © 2022 Zhang, Zhang and Xia.
Conflict of interest statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Figures
Similar articles
-
Can Mobile Payment Increase Household Income and Mitigate the Lower Income Condition Caused by Health Risks? Evidence from Rural China.Int J Environ Res Public Health. 2022 Sep 17;19(18):11739. doi: 10.3390/ijerph191811739. Int J Environ Res Public Health. 2022. PMID: 36142011 Free PMC article.
-
The Impact of Mobile Payment on Household Poverty Vulnerability: A Study Based on CHFS2017 in China.Int J Environ Res Public Health. 2022 Oct 27;19(21):14001. doi: 10.3390/ijerph192114001. Int J Environ Res Public Health. 2022. PMID: 36360883 Free PMC article.
-
Mobile payment, digital inclusive finance, and residents' consumption behavior research.PLoS One. 2024 Jul 22;19(7):e0288679. doi: 10.1371/journal.pone.0288679. eCollection 2024. PLoS One. 2024. PMID: 39037958 Free PMC article.
-
Impact of Natural Disasters on Mental Health: A Cross-Sectional Study Based on the 2014 China Family Panel Survey.Int J Environ Res Public Health. 2022 Feb 22;19(5):2511. doi: 10.3390/ijerph19052511. Int J Environ Res Public Health. 2022. PMID: 35270202 Free PMC article.
-
Examining the health care payment reforms in Abu Dhabi.Int J Health Plann Manage. 2015 Apr-Jun;30(2):E69-82. doi: 10.1002/hpm.2276. Epub 2014 Nov 27. Int J Health Plann Manage. 2015. PMID: 25430944 Review.
Cited by
-
The impact of short video usage on the mental health of elderly people.BMC Psychol. 2024 Oct 31;12(1):612. doi: 10.1186/s40359-024-02125-6. BMC Psychol. 2024. PMID: 39482710 Free PMC article.
-
Help or Hurt? The Impact of Digital Finance on the Physical Health of the Elderly in China.Healthcare (Basel). 2024 Jun 28;12(13):1299. doi: 10.3390/healthcare12131299. Healthcare (Basel). 2024. PMID: 38998834 Free PMC article.
-
The impact of household wealth gap on individual's mental health.BMC Public Health. 2023 Oct 6;23(1):1936. doi: 10.1186/s12889-023-16871-6. BMC Public Health. 2023. PMID: 37803289 Free PMC article.
-
Understanding financial risk protection in China's health system: a descriptive analysis using data from multiple national household surveys.BMC Public Health. 2023 Sep 19;23(1):1820. doi: 10.1186/s12889-023-16679-4. BMC Public Health. 2023. PMID: 37726730 Free PMC article.
-
How Does the Basic Urban-Rural Medical Insurance Affect Resident Health Inequality? Evidence from China.Healthcare (Basel). 2025 Jun 17;13(12):1455. doi: 10.3390/healthcare13121455. Healthcare (Basel). 2025. PMID: 40565482 Free PMC article.
References
-
- Schultz TP, Tansel A. Wage and labor supply effects of illness in Cote d'Ivoire and Ghana: instrumental variable estimates for days disabled. J Develop Econom. (1997) 53:251–86. 10.1016/S0304-3878(97)00025-4 - DOI
-
- Ogundari K, Awokuse T. Human capital contribution to economic growth in Sub-Saharan Africa: does health status matter more than education?. Eco Anal Pol. (2018) 58:131–40. 10.1016/j.eap.2018.02.001 - DOI
-
- Blundell R, Britton J, Dias MC, French E. The impact of health on labor supply near retirement. J Hum Res. (2020) 1217–9240R4. 10.3368/jhr.58.3.1217-9240R4 - DOI
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Medical