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Early-life access to primary healthcare and educational attainment: Evidence from community health centers in China

Author

Listed:
  • Sun, Yucheng
  • Li, Jiaolong
  • Shen, Xiuheng
  • Pan, Zhewen

Abstract

This paper uses the rollout of community health centers (CHCs) from the 1950s to the 1970s in China to study the long-term effects of early-life access to primary healthcare on educational attainment. By leveraging the variation across birth cohorts and communities in the establishment of CHCs, we find that exposure to CHCs in early life significantly increases children's completed years of education in later life. Event study estimates confirm that the beneficial effects of CHC exposure are concentrated in early life. Mechanism analysis reveals that early-life exposure to CHCs improves birth health and childhood health. The results remain robust after considering a series of robustness checks, such as ruling out confounding factors and placebo tests. Our findings underscore the significance of early-life primary healthcare in building human capital and indicate that the returns on accessing primary healthcare may be significantly underestimated.

Suggested Citation

  • Sun, Yucheng & Li, Jiaolong & Shen, Xiuheng & Pan, Zhewen, 2025. "Early-life access to primary healthcare and educational attainment: Evidence from community health centers in China," Social Science & Medicine, Elsevier, vol. 380(C).
  • Handle: RePEc:eee:socmed:v:380:y:2025:i:c:s0277953625005271
    DOI: 10.1016/j.socscimed.2025.118197
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    1. Sascha O. Becker & Ludger Woessmann, 2009. "Was Weber Wrong? A Human Capital Theory of Protestant Economic History," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 531-596.
    2. Wagner, Zachary & Asiimwe, John Bosco & Levine, David I., 2020. "When financial incentives backfire: Evidence from a community health worker experiment in Uganda," Journal of Development Economics, Elsevier, vol. 144(C).
    3. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    4. Romero Rocha & Rodrigo R. Soares, 2010. "Evaluating the impact of community‐based health interventions: evidence from Brazil's Family Health Program," Health Economics, John Wiley & Sons, Ltd., vol. 19(S1), pages 126-158, September.
    5. Douglas Almond & Janet Currie & Valentina Duque, 2018. "Childhood Circumstances and Adult Outcomes: Act II," Journal of Economic Literature, American Economic Association, vol. 56(4), pages 1360-1446, December.
    6. Barofsky, Jeremy & Anekwe, Tobenna D. & Chase, Claire, 2015. "Malaria eradication and economic outcomes in sub-Saharan Africa: Evidence from Uganda," Journal of Health Economics, Elsevier, vol. 44(C), pages 118-136.
    7. Ashesh Rambachan & Jonathan Roth, 2023. "A More Credible Approach to Parallel Trends," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(5), pages 2555-2591.
    8. Pascaline Dupas & Basimenye Nhlema & Zachary Wagner & Aaron Wolf & Emily Wroe, 2023. "Expanding Access to Clean Water for the Rural Poor: Experimental Evidence from Malawi," American Economic Journal: Economic Policy, American Economic Association, vol. 15(1), pages 272-305, February.
    9. Araújo, Daniel & Carrillo, Bladimir & Sampaio, Breno, 2021. "The Long-Run Economic Consequences of Iodine Supplementation," Journal of Health Economics, Elsevier, vol. 79(C).
    10. Mullins, Jamie T. & White, Corey, 2020. "Can access to health care mitigate the effects of temperature on mortality?," Journal of Public Economics, Elsevier, vol. 191(C).
    11. David Card & Carlos Dobkin & Nicole Maestas, 2008. "The Impact of Nearly Universal Insurance Coverage on Health Care Utilization: Evidence from Medicare," American Economic Review, American Economic Association, vol. 98(5), pages 2242-2258, December.
    12. Herrera-Almanza, Catalina & Rosales-Rueda, Maria F., 2020. "Reducing the Cost of Remoteness: Community-Based Health Interventions and Fertility Choices," Journal of Health Economics, Elsevier, vol. 73(C).
    13. Martha J. Bailey & Andrew Goodman-Bacon, 2015. "The War on Poverty's Experiment in Public Medicine: Community Health Centers and the Mortality of Older Americans," American Economic Review, American Economic Association, vol. 105(3), pages 1067-1104, March.
    14. Barteska, Philipp & Dobkowitz, Sonja & Olkkola, Maarit & Rieser, Michael, 2023. "Mass vaccination and educational attainment: Evidence from the 1967–68 Measles Eradication Campaign," Journal of Health Economics, Elsevier, vol. 92(C).
    15. Orgill-Meyer, Jennifer & Pattanayak, Subhrendu K., 2020. "Improved sanitation increases long-term cognitive test scores," World Development, Elsevier, vol. 132(C).
    16. John A. Maluccio & John Hoddinott & Jere R. Behrman & Reynaldo Martorell & Agnes R. Quisumbing & Aryeh D. Stein, 2009. "The Impact of Improving Nutrition During Early Childhood on Education among Guatemalan Adults," Economic Journal, Royal Economic Society, vol. 119(537), pages 734-763, April.
    17. Clay, Karen & Egedesø, Peter Juul & Hansen, Casper Worm & Jensen, Peter Sandholt & Calkins, Avery, 2020. "Controlling tuberculosis? Evidence from the first community-wide health experiment," Journal of Development Economics, Elsevier, vol. 146(C).
    18. Zhang, Jing & Xu, Lixin Colin, 2016. "The long-run effects of treated water on education: The rural drinking water program in China," Journal of Development Economics, Elsevier, vol. 122(C), pages 1-15.
    19. Petter Lundborg & Dan-Olof Rooth & Jesper Alex-Petersen, 2022. "Long-Term Effects of Childhood Nutrition: Evidence from a School Lunch Reform," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(2), pages 876-908.
    20. Moran, Patrick & Cullinan, John, 2022. "Is mammography screening an effective public health intervention? Evidence from a natural experiment," Social Science & Medicine, Elsevier, vol. 305(C).
    21. Xiao, Yun & Li, Li & Zhao, Liqiu, 2017. "Education on the cheap: The long-run effects of a free compulsory education reform in rural china," Journal of Comparative Economics, Elsevier, vol. 45(3), pages 544-562.
    22. Beach, Brian & Ferrie, Joseph & Saavedra, Martin & Troesken, Werner, 2016. "Typhoid Fever, Water Quality, and Human Capital Formation," The Journal of Economic History, Cambridge University Press, vol. 76(1), pages 41-75, March.
    23. Ting Chen & James Kai-sing Kung & Chicheng Ma, 2020. "Long Live Keju! The Persistent Effects of China’s Civil Examination System," The Economic Journal, Royal Economic Society, vol. 130(631), pages 2030-2064.
    24. Daron Acemoglu & Francisco A. Gallego & James A. Robinson, 2014. "Institutions, Human Capital, and Development ," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 875-912, August.
    25. Cameron, Lisa & Gertler, Paul & Shah, Manisha & Alzua, Maria Laura & Martinez, Sebastian & Patil, Sumeet, 2022. "The dirty business of eliminating open defecation: The effect of village sanitation on child height from field experiments in four countries," Journal of Development Economics, Elsevier, vol. 159(C).
    26. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    27. Li, Jie & Lu, Yi & Song, Hong & Xie, Huihua, 2019. "Long-term impact of trade liberalization on human capital formation," Journal of Comparative Economics, Elsevier, vol. 47(4), pages 946-961.
    28. Douglas Almond & Janet Currie, 2011. "Killing Me Softly: The Fetal Origins Hypothesis," Journal of Economic Perspectives, American Economic Association, vol. 25(3), pages 153-172, Summer.
    29. Xu, Huayu, 2021. "The long-term health and economic consequences of improved property rights," Journal of Public Economics, Elsevier, vol. 201(C).
    30. Aline Bütikofer & Katrine V. Løken & Kjell G. Salvanes, 2019. "Infant Health Care and Long-Term Outcomes," The Review of Economics and Statistics, MIT Press, vol. 101(2), pages 341-354, May.
    31. Yvonne Jie Chen & Li Li & Yun Xiao, 2022. "Early-Life Exposure to Tap Water and the Development of Cognitive Skills," Journal of Human Resources, University of Wisconsin Press, vol. 57(6), pages 2113-2149.
    32. Huang, Qingyang & Liu, Chang & Zhou, Li-An, 2020. "Farewell to the God of Plague: Estimating the effects of China's Universal Salt Iodization on educational outcomes," Journal of Comparative Economics, Elsevier, vol. 48(1), pages 20-36.
    33. Sarah Miller & Laura R. Wherry, 2019. "The Long-Term Effects of Early Life Medicaid Coverage," Journal of Human Resources, University of Wisconsin Press, vol. 54(3), pages 785-824.
    34. Kim, Hyuncheol Bryant & Lee, Sun-mi, 2017. "When public health intervention is not successful: Cost sharing, crowd-out, and selection in Korea's National Cancer Screening Program," Journal of Health Economics, Elsevier, vol. 53(C), pages 100-116.
    35. Andrew Goodman-Bacon, 2021. "The Long-Run Effects of Childhood Insurance Coverage: Medicaid Implementation, Adult Health, and Labor Market Outcomes," American Economic Review, American Economic Association, vol. 111(8), pages 2550-2593, August.
    36. Hilary Hoynes & Diane Whitmore Schanzenbach & Douglas Almond, 2016. "Long-Run Impacts of Childhood Access to the Safety Net," American Economic Review, American Economic Association, vol. 106(4), pages 903-934, April.
    37. Shi, Leiyu & Macinko, James & Starfield, Barbara & Politzer, Robert & Xu, Jiahong, 2005. "Primary care, race, and mortality in US states," Social Science & Medicine, Elsevier, vol. 61(1), pages 65-75, July.
    38. Aquino, R. & De Oliveira, N.F. & Barreto, M.L., 2009. "Impact of the Family Health Program on infant mortality in brazilian municipalities," American Journal of Public Health, American Public Health Association, vol. 99(1), pages 87-93.
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    Keywords

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    JEL classification:

    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • N35 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy - - - Asia including Middle East

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