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Patient cost-sharing, socioeconomic status, and children's health care utilization

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  • Nilsson, Anton
  • Paul, Alexander

Abstract

This paper estimates the effect of cost-sharing on the demand for children's and adolescents’ use of medical care. We use a large population-wide registry dataset including detailed information on contacts with the health care system as well as family income. Two different estimation strategies are used: regression discontinuity design exploiting age thresholds above which fees are charged, and difference-in-differences models exploiting policy changes. We also estimate combined regression discontinuity difference-in-differences models that take into account discontinuities around age thresholds caused by factors other than cost-sharing. We find that when care is free of charge, individuals increase their number of doctor visits by 5–10%. Effects are similar in middle childhood and adolescence, and are driven by those from low-income families. The differences across income groups cannot be explained by other factors that correlate with income, such as maternal education.

Suggested Citation

  • Nilsson, Anton & Paul, Alexander, 2018. "Patient cost-sharing, socioeconomic status, and children's health care utilization," Journal of Health Economics, Elsevier, vol. 59(C), pages 109-124.
  • Handle: RePEc:eee:jhecon:v:59:y:2018:i:c:p:109-124
    DOI: 10.1016/j.jhealeco.2018.03.006
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    1. James P. Smith, 2009. "The Impact of Childhood Health on Adult Labor Market Outcomes," The Review of Economics and Statistics, MIT Press, vol. 91(3), pages 478-489, August.
    2. Cameron,A. Colin & Trivedi,Pravin K., 2013. "Regression Analysis of Count Data," Cambridge Books, Cambridge University Press, number 9781107667273, September.
    3. Michael L. Anderson & Carlos Dobkin & Tal Gross, 2014. "The Effect of Health Insurance on Emergency Department Visits: Evidence from an Age-Based Eligibility Threshold," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 189-195, March.
    4. Aviva Aron-Dine & Liran Einav & Amy Finkelstein, 2013. "The RAND Health Insurance Experiment, Three Decades Later," Journal of Economic Perspectives, American Economic Association, vol. 27(1), pages 197-222, Winter.
    5. Zarek C. Brot-Goldberg & Amitabh Chandra & Benjamin R. Handel & Jonathan T. Kolstad, 2017. "What does a Deductible Do? The Impact of Cost-Sharing on Health Care Prices, Quantities, and Spending Dynamics," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(3), pages 1261-1318.
    6. Chandra, Amitabh & Gruber, Jonathan & McKnight, Robin, 2014. "The impact of patient cost-sharing on low-income populations: Evidence from Massachusetts," Journal of Health Economics, Elsevier, vol. 33(C), pages 57-66.
    7. Charles Michalopoulos & David Wittenburg & Dina A. R. Israel & Jennifer Schore & Anne Warren & Aparajita Zutshi & Stephen Freedman & Lisa Schwartz, "undated". "The Accelerated Benefits Demonstration and Evaluation Project: Impacts on Health and Employment at Twelve Months," Mathematica Policy Research Reports 00f10b2f7afb4f56b0e79bb01, Mathematica Policy Research.
    8. repec:pri:cheawb:case_paxson_economic_status_paper is not listed on IDEAS
    9. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
    10. Tzu-Ting Yang & Hsing-Wen Han & Hsien-Ming Lien, 2014. "Patient Cost-Sharing and Healthcare Utilization in Early Childhood: Evidence from a Regression Discontinuity Design," Working Papers 14C003, Canadian Centre for Health Economics.
    11. Janet Currie & Mark Stabile, 2003. "Socioeconomic Status and Child Health: Why Is the Relationship Stronger for Older Children?," American Economic Review, American Economic Association, vol. 93(5), pages 1813-1823, December.
    12. Anne Case & Darren Lubotsky & Christina Paxson, 2002. "Economic Status and Health in Childhood: The Origins of the Gradient," American Economic Review, American Economic Association, vol. 92(5), pages 1308-1334, December.
    13. Hitoshi Shigeoka, 2014. "The Effect of Patient Cost Sharing on Utilization, Health, and Risk Protection," American Economic Review, American Economic Association, vol. 104(7), pages 2152-2184, July.
    14. Kolstad, Jonathan T. & Kowalski, Amanda E., 2012. "The impact of health care reform on hospital and preventive care: Evidence from Massachusetts," Journal of Public Economics, Elsevier, vol. 96(11), pages 909-929.
    15. Janet Currie, 2009. "Healthy, Wealthy, and Wise: Socioeconomic Status, Poor Health in Childhood, and Human Capital Development," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 87-122, March.
    16. Kondo, Ayako & Shigeoka, Hitoshi, 2013. "Effects of universal health insurance on health care utilization, and supply-side responses: Evidence from Japan," Journal of Public Economics, Elsevier, vol. 99(C), pages 1-23.
    17. Michael Anderson & Carlos Dobkin & Tal Gross, 2012. "The Effect of Health Insurance Coverage on the Use of Medical Services," American Economic Journal: Economic Policy, American Economic Association, vol. 4(1), pages 1-27, February.
    18. Amy Finkelstein & Sarah Taubman & Bill Wright & Mira Bernstein & Jonathan Gruber & Joseph P. Newhouse & Heidi Allen & Katherine Baicker, 2012. "The Oregon Health Insurance Experiment: Evidence from the First Year," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1057-1106.
    19. repec:pri:cheawb:case_paxson_economic_status_paper.pdf is not listed on IDEAS
    20. repec:mpr:mprres:7005 is not listed on IDEAS
    21. Cherkin, Daniel C. & Grothaus, Louis & Wagner, Edward H., 1992. "Is magnitude of co-payment effect related to income? Using census data for health services research," Social Science & Medicine, Elsevier, vol. 34(1), pages 33-41, January.
    22. Amitabh Chandra & Jonathan Gruber & Robin McKnight, 2007. "Patient Cost-Sharing, Hospitalization Offsets, and the Design of Optimal Health Insurance for the Elderly," NBER Working Papers 12972, National Bureau of Economic Research, Inc.
    23. Lundborg, Petter & Nilsson, Anton & Rooth, Dan-Olof, 2014. "Adolescent health and adult labor market outcomes," Journal of Health Economics, Elsevier, vol. 37(C), pages 25-40.
    24. Amitabh Chandra & Jonathan Gruber & Robin McKnight, 2010. "Patient Cost-Sharing and Hospitalization Offsets in the Elderly," American Economic Review, American Economic Association, vol. 100(1), pages 193-213, March.
    25. 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.
    26. Kevin Milligan & Mark Stabile, 2011. "Do Child Tax Benefits Affect the Well-Being of Children? Evidence from Canadian Child Benefit Expansions," American Economic Journal: Economic Policy, American Economic Association, vol. 3(3), pages 175-205, August.
    27. repec:mpr:mprres:7006 is not listed on IDEAS
    28. Keeler, Emmett B. & Rolph, John E., 1988. "The demand for episodes of treatment in the health insurance experiment," Journal of Health Economics, Elsevier, vol. 7(4), pages 337-367, December.
    29. David M. Cutler & Adriana Lleras-Muney, 2006. "Education and Health: Evaluating Theories and Evidence," NBER Working Papers 12352, National Bureau of Economic Research, Inc.
    30. Steffen Reinhold & Hendrik Jürges, 2012. "Parental income and child health in Germany," Health Economics, John Wiley & Sons, Ltd., vol. 21(5), pages 562-579, May.
    31. Case, Anne & Fertig, Angela & Paxson, Christina, 2005. "The lasting impact of childhood health and circumstance," Journal of Health Economics, Elsevier, vol. 24(2), pages 365-389, March.
    32. Dafny, Leemore & Gruber, Jonathan, 2005. "Public insurance and child hospitalizations: access and efficiency effects," Journal of Public Economics, Elsevier, vol. 89(1), pages 109-129, January.
    33. Kuehnle, Daniel, 2014. "The causal effect of family income on child health in the UK," Journal of Health Economics, Elsevier, vol. 36(C), pages 137-150.
    34. Katherine Baicker & Dana Goldman, 2011. "Patient Cost-Sharing and Healthcare Spending Growth," Journal of Economic Perspectives, American Economic Association, vol. 25(2), pages 47-68, Spring.
    35. Amy Finkelstein, 2007. "The Aggregate Effects of Health Insurance: Evidence from the Introduction of Medicare," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 1-37.
    36. Petter Lundborg & Anton Nilsson & Dan-Olof Rooth, 2014. "Parental Education and Offspring Outcomes: Evidence from the Swedish Compulsory School Reform," American Economic Journal: Applied Economics, American Economic Association, vol. 6(1), pages 253-278, January.
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    Cited by:

    1. Toshiaki Iizuka & Hitoshi Shigeoka, 2018. "Free for Children? Patient Cost-sharing and Healthcare Utilization," NBER Working Papers 25306, National Bureau of Economic Research, Inc.
    2. Ellegård, Lina Maria & Kjellsson, Gustav & Mattisson, Linn, 2021. "An App Call a Day Keeps the Patient Away? Substitution of Online and In-Person Doctor Consultations Among Young Adults," Working Papers in Economics 808, University of Gothenburg, Department of Economics, revised May 2022.
    3. Hsing-Wen Han & Hsien-Ming Lien & Tzu-Ting Yang, 2020. "Patient Cost-Sharing and Healthcare Utilization in Early Childhood: Evidence from a Regression Discontinuity Design," American Economic Journal: Economic Policy, American Economic Association, vol. 12(3), pages 238-278, August.
    4. van den Berg, Gerard J. & Siflinger, Bettina M., 2022. "The effects of a daycare reform on health in childhood – Evidence from Sweden," Journal of Health Economics, Elsevier, vol. 81(C).
    5. Janys, Lena & Siflinger, Bettina, 2024. "Mental health and abortions among young women: time-varying unobserved heterogeneity, health behaviors, and risky decisions," Journal of Econometrics, Elsevier, vol. 238(1).
    6. Cheolmin Kang & Akira Kawamura & Haruko Noguchi, 2019. "Does Free Healthcare Affect Children's Healthcare Use and Outcomes?," Working Papers 1914, Waseda University, Faculty of Political Science and Economics.
    7. van den Berg, Gerard J. & Paul, Alexander & Reinhold, Steffen, 2020. "Economic conditions and the health of newborns: Evidence from comprehensive register data," Labour Economics, Elsevier, vol. 63(C).
    8. SeungHoon Han & Hosung Sohn, 2023. "The short-term effects of fixed copayment policy on elderly health spending and service utilization: evidence from South Korea’s age-based policy using exact date of birth," International Journal of Health Economics and Management, Springer, vol. 23(2), pages 255-279, June.
    9. Johansson, Naimi & de New, Sonja C. & Kunz, Johannes S. & Petrie, Dennis & Svensson, Mikael, 2023. "Reductions in out-of-pocket prices and forward-looking moral hazard in health care demand," Journal of Health Economics, Elsevier, vol. 87(C).
    10. Keloharju, Matti & Knüpfer, Samuli & Tåg, Joacim, 2020. "CEO Health," Working Paper Series 1326, Research Institute of Industrial Economics, revised 30 May 2022.
    11. Hirotaka Kato & Rei Goto & Taishi Tsuji & Katsunori Kondo, 2022. "The effects of patient cost-sharing on health expenditure and health among older people: Heterogeneity across income groups," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 23(5), pages 847-861, July.
    12. Lopes, Francisca Vargas & Riumallo Herl, Carlos J. & Mackenbach, Johan P. & Van Ourti, Tom, 2022. "Patient cost-sharing, mental health care and inequalities: A population-based natural experiment at the transition to adulthood," Social Science & Medicine, Elsevier, vol. 296(C).
    13. Kang, Cheolmin & Kawamura, Akira & Noguchi, Haruko, 2022. "Does free healthcare improve children's healthcare use and outcomes? Evidence from Japan's healthcare subsidy for young children," Journal of Economic Behavior & Organization, Elsevier, vol. 202(C), pages 372-406.
    14. Naimi Johansson & Niklas Jakobsson & Mikael Svensson, 2019. "Effects of primary care cost-sharing among young adults: varying impact across income groups and gender," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(8), pages 1271-1280, November.
    15. Walsh, Brendan & Nolan, Anne & Brick, Aoife & Keegan, Conor, 2019. "Did the expansion of free GP care impact demand for Emergency Department attendances? A difference-in-differences analysis," Social Science & Medicine, Elsevier, vol. 222(C), pages 101-111.
    16. Ya-Ling Lin & Wen-Yi Chen & Shwn-Huey Shieh, 2020. "Age Structural Transitions and Copayment Policy Effectiveness: Evidence from Taiwan’s National Health Insurance System," IJERPH, MDPI, vol. 17(12), pages 1-17, June.
    17. El-Shal, Amira & Cubi-Molla, Patricia & Jofre-Bonet, Mireia, 2021. "Are user fees in health care always evil? Evidence from family planning, maternal, and child health services," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 506-529.
    18. He, Wen, 2023. "Social medical insurance integration and health care disparities in China: Evidence from an administrative claim dataset," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 20-39.
    19. Haaga, Tapio & Böckerman, Petri & Kortelainen, Mika & Tukiainen, Janne, 2024. "Effects of nurse visit copayment on primary care use: Do low-income households pay the price?," Journal of Health Economics, Elsevier, vol. 94(C).
    20. Walsh, Brendan & Lyons, Seán, 2021. "Demand for the Statutory Home Care Scheme," Research Series, Economic and Social Research Institute (ESRI), number RS122.
    21. Kim, Seonghoon & Koh, Kanghyock & Lyou, Wonjun, 2024. "The Effects of Patient Cost-Sharing on Adolescents' Healthcare Utilization and Financial Risk Protection: Evidence from South Korea," IZA Discussion Papers 16897, Institute of Labor Economics (IZA).

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    More about this item

    Keywords

    Cost-sharing; Health care utilization; Children; Income-health gradient; Difference-in-differences; Regression discontinuity;
    All these keywords.

    JEL classification:

    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

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