IDEAS home Printed from https://ideas.repec.org/p/cch/wpaper/14c003.html
   My bibliography  Save this paper

Patient Cost-Sharing and Healthcare Utilization in Early Childhood: Evidence from a Regression Discontinuity Design

Author

Listed:
  • Tzu-Ting Yang
  • Hsing-Wen Han
  • Hsien-Ming Lien

Abstract

Healthcare for young children is highly subsidized in many public health insurance programs around the world. However, the existing literature lacks evidence on how the demand for young children's healthcare reacts to these medical subsidy policies. This paper exploits a sharp increase in the required level of patient cost-sharing, the share of healthcare costs the patient must pay out of their own pocket, at age 3 in Taiwan that results from young children "aging out" of the cost-sharing subsidy. This price shock on the 3rd birthday allows us to use a regression discontinuity design to examine the causal effect of cost sharing on the demand for young children's healthcare by comparing the expenditure and utilization of healthcare for young children right before and after the 3rd birthday. Our results show that the increase in the level of patient cost sharing at the 3rd birthday significantly reduces total outpatient expenditure. The implied price elasticity of outpatient expenditure is around -0.10. However, the demand for inpatient care for young children does not respond to a change in cost sharing at the 3rd birthday even though the price variation is much larger. This result implies that the full coverage of inpatient care could improve the welfare of young children.

Suggested Citation

  • 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.
  • Handle: RePEc:cch:wpaper:14c003
    as

    Download full text from publisher

    File URL: http://www.canadiancentreforhealtheconomics.ca/wp-content/uploads/2014/10/Yang-et-al-R.pdf
    File Function: Revised version, 2014
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. Heckman, James J. & Moon, Seong Hyeok & Pinto, Rodrigo & Savelyev, Peter A. & Yavitz, Adam, 2010. "The rate of return to the HighScope Perry Preschool Program," Journal of Public Economics, Elsevier, vol. 94(1-2), pages 114-128, February.
    3. 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, Oxford University Press, vol. 132(3), pages 1261-1318.
    4. Manning, Willard G, et al, 1987. "Health Insurance and the Demand for Medical Care: Evidence from a Randomized Experiment," American Economic Review, American Economic Association, vol. 77(3), pages 251-277, June.
    5. Laura R. Wherry & Bruce D. Meyer, 2016. "Saving Teens: Using a Policy Discontinuity to Estimate the Effects of Medicaid Eligibility," Journal of Human Resources, University of Wisconsin Press, vol. 51(3), pages 556-588.
    6. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    7. 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.
    8. Lemieux, Thomas & Milligan, Kevin, 2008. "Incentive effects of social assistance: A regression discontinuity approach," Journal of Econometrics, Elsevier, vol. 142(2), pages 807-828, February.
    9. Douglas Almond & Joseph J. Doyle & Amanda E. Kowalski & Heidi Williams, 2010. "Estimating Marginal Returns to Medical Care: Evidence from At-risk Newborns," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 591-634.
    10. 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.
    11. David Card & Carlos Dobkin & Nicole Maestas, 2009. "Does Medicare Save Lives?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 597-636.
    12. Currie, Janet & Madrian, Brigitte C., 1999. "Health, health insurance and the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 50, pages 3309-3416, Elsevier.
    13. Laura R. Wherry & Sarah Miller & Robert Kaestner & Bruce D. Meyer, 2018. "Childhood Medicaid Coverage and Later-Life Health Care Utilization," The Review of Economics and Statistics, MIT Press, vol. 100(2), pages 287-302, May.
    14. 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.
    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. Jens Ludwig & Douglas L. Miller, 2007. "Does Head Start Improve Children's Life Chances? Evidence from a Regression Discontinuity Design," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 159-208.
    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. Lien, Hsien-Ming & Chou, Shin-Yi & Liu, Jin-Tan, 2008. "Hospital ownership and performance: Evidence from stroke and cardiac treatment in Taiwan," Journal of Health Economics, Elsevier, vol. 27(5), pages 1208-1223, September.
    19. Joseph Price, 2008. "Parent-Child Quality Time: Does Birth Order Matter?," Journal of Human Resources, University of Wisconsin Press, vol. 43(1).
    20. Guido Imbens & Karthik Kalyanaraman, 2012. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
    21. Katherine Baicker & Sendhil Mullainathan & Joshua Schwartzstein, 2015. "Behavioral Hazard in Health Insurance," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(4), pages 1623-1667.
    22. Prashant Bharadwaj & Katrine Vellesen L?ken & Christopher Neilson, 2013. "Early Life Health Interventions and Academic Achievement," American Economic Review, American Economic Association, vol. 103(5), pages 1862-1891, August.
    23. Pedro Carneiro & Katrine V. Løken & Kjell G. Salvanes, 2015. "A Flying Start? Maternity Leave Benefits and Long-Run Outcomes of Children," Journal of Political Economy, University of Chicago Press, vol. 123(2), pages 365-412.
    24. Manning, Willard G. & Marquis, M. Susan, 1996. "Health insurance: The tradeoff between risk pooling and moral hazard," Journal of Health Economics, Elsevier, vol. 15(5), pages 609-639, October.
    25. 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.
    26. 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.
    27. Paul, Alexander & Nilsson, Anton, 2014. "The Effect of Copayments on Children's and Adolescents' Demand for Medical Care," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100403, Verein für Socialpolitik / German Economic Association.
    28. David M. Cutler, 1998. "Cost Shifting or Cost Cutting? The Incidence of Reductions in Medicare Payments," NBER Chapters, in: Tax Policy and the Economy, Volume 12, pages 1-28, National Bureau of Economic Research, Inc.
    29. Ming-Jen Lin & Jin-Tan Liu & Nancy Qian, 2014. "More Missing Women, Fewer Dying Girls: The Impact Of Sex-Selective Abortion On Sex At Birth And Relative Female Mortality In Taiwan," Journal of the European Economic Association, European Economic Association, vol. 12(4), pages 899-926, August.
    30. Lehmann, Jee-Yeon K. & Nuevo-Chiquero, Ana & Vidal-Fernandez, Marian, 2012. "Explaining the Birth Order Effect: The Role of Prenatal and Early Childhood Investments," IZA Discussion Papers 6755, Institute of Labor Economics (IZA).
    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. Amitabh Chandra & Jonathan Gruber & Robin McKnight, 2010. "Patient Cost Sharing in Low Income Populations," American Economic Review, American Economic Association, vol. 100(2), pages 303-308, May.
    33. Nyman, John A., 1999. "The economics of moral hazard revisited," Journal of Health Economics, Elsevier, vol. 18(6), pages 811-824, December.
    34. Nyman, John A., 1999. "The value of health insurance: the access motive," Journal of Health Economics, Elsevier, vol. 18(2), pages 141-152, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    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. Miyawaki, Atsushi & Kobayashi, Yasuki, 2019. "Effect of a medical subsidy on health service utilization among schoolchildren: A community-based natural experiment in Japan," Health Policy, Elsevier, vol. 123(4), pages 353-359.
    3. Natalia Serna, 2021. "Cost sharing and the demand for health services in a regulated market," Health Economics, John Wiley & Sons, Ltd., vol. 30(6), pages 1259-1275, June.
    4. 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.
    5. Hirotaka Kato & Rei Goto, 2017. "Effect of reducing cost sharing for outpatient care on children’s inpatient services in Japan," Health Economics Review, Springer, vol. 7(1), pages 1-10, December.
    6. Yizao Liu & Adam N. Rabinowitz, 2021. "The impact of the COVID‐19 pandemic on retail dairy prices," Agribusiness, John Wiley & Sons, Ltd., vol. 37(1), pages 108-121, January.
    7. 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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. 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.
    3. Mauricio Villamizar‐Villegas & Freddy A. Pinzon‐Puerto & Maria Alejandra Ruiz‐Sanchez, 2022. "A comprehensive history of regression discontinuity designs: An empirical survey of the last 60 years," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1130-1178, September.
    4. Toshiaki Iizuka & Hitoshi Shigeoka, 2018. "Free for Children? Patient Cost-sharing and Healthcare Utilization," NBER Working Papers 25306, National Bureau of Economic Research, Inc.
    5. 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.
    6. 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).
    7. Feng, Jin & Song, Hong & Wang, Zhen, 2020. "The elderly's response to a patient cost-sharing policy in health insurance: Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 169(C), pages 189-207.
    8. Dillender, Marcus, 2018. "What happens when the insurer can say no? Assessing prior authorization as a tool to prevent high-risk prescriptions and to lower costs," Journal of Public Economics, Elsevier, vol. 165(C), pages 170-200.
    9. 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.
    10. Benjamin Ly Serena, 2021. "Revisiting Offsets of Psychotherapy Coverage," CEBI working paper series 21-05, University of Copenhagen. Department of Economics. The Center for Economic Behavior and Inequality (CEBI).
    11. Tal Gross & Timothy J. Layton & Daniel Prinz, 2022. "The Liquidity Sensitivity of Healthcare Consumption: Evidence from Social Security Payments," American Economic Review: Insights, American Economic Association, vol. 4(2), pages 175-190, June.
    12. Ponzo, Michela & Scoppa, Vincenzo, 2021. "Does demand for health services depend on cost-sharing? Evidence from Italy," Economic Modelling, Elsevier, vol. 103(C).
    13. Kurt Lavetti & Thomas DeLeire & Nicolas R. Ziebarth, 2023. "How do low‐income enrollees in the Affordable Care Act marketplaces respond to cost‐sharing?," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 90(1), pages 155-183, March.
    14. Gong, Jie & Lu, Yi & Xie, Huihua, 2020. "The average and distributional effects of teenage adversity on long-term health," Journal of Health Economics, Elsevier, vol. 71(C).
    15. Fan, Elliott & Lien, Hsienming & Ma, Ching-to Albert, 2019. "Uterus at a price: Disability insurance and hysterectomy," Journal of Health Economics, Elsevier, vol. 66(C), pages 1-17.
    16. Nicolas R. Ziebarth, 2018. "Social Insurance and Health," Contributions to Economic Analysis, in: Health Econometrics, volume 127, pages 57-84, Emerald Group Publishing Limited.
    17. Timothy B Armstrong & Michal Kolesár, 2018. "A Simple Adjustment for Bandwidth Snooping," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(2), pages 732-765.
    18. Feng Huang & Li Gan`, 2017. "The Impacts of China's Urban Employee Basic Medical Insurance on Healthcare Expenditures and Health Outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 149-163, February.
    19. 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.
    20. Fukushima, Kazuya & Mizuoka, Sou & Yamamoto, Shunsuke & Iizuka, Toshiaki, 2016. "Patient cost sharing and medical expenditures for the Elderly," Journal of Health Economics, Elsevier, vol. 45(C), pages 115-130.

    More about this item

    Keywords

    patient cost-sharing; health insurance; children health;
    All these keywords.

    JEL classification:

    • G22 - Financial Economics - - Financial Institutions and Services - - - Insurance; Insurance Companies; Actuarial Studies
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:cch:wpaper:14c003. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Adrian Rohit Dass (email available below). General contact details of provider: https://edirc.repec.org/data/cchetca.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.