Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2022 Aug 1:10:963234.
doi: 10.3389/fpubh.2022.963234. eCollection 2022.

Impact of mobile payment on physical health: Evidence from the 2017 China household finance survey

Affiliations

Impact of mobile payment on physical health: Evidence from the 2017 China household finance survey

Rui Zhang et al. Front Public Health. .

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.

PubMed Disclaimer

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

Figure 1
Figure 1
Standardized bias before and after matching.
Figure 2
Figure 2
Density distribution of the propensity score (Before matching).
Figure 3
Figure 3
Density distribution of the propensity score (After matching).

Similar articles

Cited by

References

    1. 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
    1. Atella V, Brunetti M, Maestas N. Household portfolio choices, health status and health care systems: a cross-country analysis based on SHARE. J Bank Fin. (2012) 36:1320–35. 10.1016/j.jbankfin.2011.11.025 - DOI - PMC - PubMed
    1. 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
    1. 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
    1. Zhang R, Zhang Y, Dai Z. Impact of natural disasters on mental health: a cross-sectional study based on the 2014 China family panel survey. Int J Environ Res Pub Health. (2022) 19:2511. 10.3390/ijerph19052511 - DOI - PMC - PubMed

Publication types