IDEAS home Printed from https://ideas.repec.org/a/eee/jhecon/v44y2015icp37-53.html
   My bibliography  Save this article

Can Walmart make us healthier? Prescription drug prices and health care utilization

Author

Listed:
  • Borrescio-Higa, Florencia

Abstract

This paper analyzes how prices in the retail pharmaceutical market affect health care utilization. Specifically, I study the impact of Walmart's $4 Prescription Drug Program on utilization of antihypertensive drugs and on hospitalizations for conditions amenable to drug therapy. Identification relies on the change in the availability of cheap drugs introduced by Walmart's program, exploiting variation in the distance to the nearest Walmart across ZIP codes in a difference-in-differences framework. I find that living close to a source of cheap drugs increases utilization of antihypertensive medications by 7 percent and decreases the probability of an avoidable hospitalization by 6.2 percent.

Suggested Citation

  • Borrescio-Higa, Florencia, 2015. "Can Walmart make us healthier? Prescription drug prices and health care utilization," Journal of Health Economics, Elsevier, vol. 44(C), pages 37-53.
  • Handle: RePEc:eee:jhecon:v:44:y:2015:i:c:p:37-53
    DOI: 10.1016/j.jhealeco.2015.07.005
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167629615000806
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jhealeco.2015.07.005?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Neumark, David & Zhang, Junfu & Ciccarella, Stephen, 2008. "The effects of Wal-Mart on local labor markets," Journal of Urban Economics, Elsevier, vol. 63(2), pages 405-430, March.
    2. Janet Currie & Erdal Tekin, 2015. "Is There a Link between Foreclosure and Health?," American Economic Journal: Economic Policy, American Economic Association, vol. 7(1), pages 63-94, February.
    3. Daniel P. Kessler & Mark B. McClellan, 2000. "Is Hospital Competition Socially Wasteful?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 577-615.
    4. Alan T. Sorensen, 2001. "An Empirical Model of Heterogeneous Consumer Search for Retail Prescription Drugs," NBER Working Papers 8548, National Bureau of Economic Research, Inc.
    5. 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.
    6. Anna Aizer, 2007. "Public Health Insurance, Program Take-Up, and Child Health," The Review of Economics and Statistics, MIT Press, vol. 89(3), pages 400-415, August.
    7. Basker, Emek, 2011. "The Causes and Consequences of Wal-Mart’s Growth," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 5, pages 110-134.
    8. Gaynor Martin & Li Jian & Vogt William B, 2007. "Substitution, Spending Offsets, and Prescription Drug Benefit Design," Forum for Health Economics & Policy, De Gruyter, vol. 10(2), pages 1-33, July.
    9. Emek Basker, 2005. "Job Creation or Destruction? Labor Market Effects of Wal-Mart Expansion," The Review of Economics and Statistics, MIT Press, vol. 87(1), pages 174-183, February.
    10. Piette, J.D. & Heisler, M. & Wagner, T.H., 2004. "Cost-related medication underuse among chronically ill adults: The treatments people forgo, how often, and who is at risk," American Journal of Public Health, American Public Health Association, vol. 94(10), pages 1782-1787.
    11. 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.
    12. 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.
    13. Basker, Emek, 2005. "Selling a cheaper mousetrap: Wal-Mart's effect on retail prices," Journal of Urban Economics, Elsevier, vol. 58(2), pages 203-229, September.
    14. William Encinosa & Didem Bernard & Avi Dor, 2010. "Does Prescription Drug Adherence Reduce Hospitalizations and Costs?," NBER Working Papers 15691, National Bureau of Economic Research, Inc.
    15. Jerry Hausman & Ephraim Leibtag, 2007. "Consumer benefits from increased competition in shopping outlets: Measuring the effect of Wal-Mart," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(7), pages 1157-1177.
    16. Pope, Devin G. & Pope, Jaren C., 2015. "When Walmart comes to town: Always low housing prices? Always?," Journal of Urban Economics, Elsevier, vol. 87(C), pages 1-13.
    17. 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.
    18. Courtemanche, Charles & Carden, Art, 2011. "Supersizing supercenters? The impact of Walmart Supercenters on body mass index and obesity," Journal of Urban Economics, Elsevier, vol. 69(2), pages 165-181, March.
    19. Emek Basker & Michael Noel, 2009. "The Evolving Food Chain: Competitive Effects of Wal‐Mart's Entry into the Supermarket Industry," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 18(4), pages 977-1009, December.
    20. Thomas J. Holmes, 2011. "The Diffusion of Wal‐Mart and Economies of Density," Econometrica, Econometric Society, vol. 79(1), pages 253-302, January.
    21. Panle Jia, 2008. "What Happens When Wal-Mart Comes to Town: An Empirical Analysis of the Discount Retailing Industry," Econometrica, Econometric Society, vol. 76(6), pages 1263-1316, November.
    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. Sean Shenghsiu Huang & John R. Bowblis, 2018. "The principal–agent problem and owner‐managers: An instrumental variables application to nursing home quality," Health Economics, John Wiley & Sons, Ltd., vol. 27(11), pages 1653-1669, November.
    2. Charles Courtemanche & Art Carden & Xilin Zhou & Murugi Ndirangu, 2019. "Do Walmart Supercenters Improve Food Security?," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 41(2), pages 177-198, June.
    3. Mohan, Gretta & Nolan, Anne & Lyons, Seán, 2019. "An investigation of the effect of accessibility to General Practitioner services on healthcare utilisation among older people," Social Science & Medicine, Elsevier, vol. 220(C), pages 254-263.
    4. Jill Furzer & Maripier Isabelle & Boriana Miloucheva & Audrey Laporte, 2021. "Public drug insurance and children’s use of mental health medication: Risk-specific responses to lower out-of-pocket treatment costs," CIRANO Working Papers 2021s-34, CIRANO.
    5. Ausmita Ghosh & Kosali Simon & Benjamin D. Sommers, 2017. "The Effect of State Medicaid Expansions on Prescription Drug Use: Evidence from the Affordable Care Act," NBER Working Papers 23044, National Bureau of Economic Research, Inc.
    6. Ghosh, Ausmita & Simon, Kosali & Sommers, Benjamin D., 2019. "The Effect of Health Insurance on Prescription Drug Use Among Low-Income Adults:Evidence from Recent Medicaid Expansions," Journal of Health Economics, Elsevier, vol. 63(C), pages 64-80.

    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. Florencia Borrescio, 2014. "Can Walmart make us healthier? The effect of Market Forces on Health Care Utilization," Working Papers wp_042, Adolfo Ibáñez University, School of Government.
    2. Matias Busso & Sebastian Galiani, 2019. "The Causal Effect of Competition on Prices and Quality: Evidence from a Field Experiment," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 33-56, January.
    3. Alessandro Bonanno & Stephan J. Goetz, 2012. "WalMart and Local Economic Development," Economic Development Quarterly, , vol. 26(4), pages 285-297, November.
    4. Schuetz, Jenny, 2015. "Why are Walmart and Target Next-Door neighbors?," Regional Science and Urban Economics, Elsevier, vol. 54(C), pages 38-48.
    5. Pope, Devin G. & Pope, Jaren C., 2015. "When Walmart comes to town: Always low housing prices? Always?," Journal of Urban Economics, Elsevier, vol. 87(C), pages 1-13.
    6. Charles Courtemanche & Art Carden, 2014. "Competing with Costco and Sam's Club: Warehouse Club Entry and Grocery Prices," Southern Economic Journal, John Wiley & Sons, vol. 80(3), pages 565-585, January.
    7. Charles Courtemanche & Art Carden & Xilin Zhou & Murugi Ndirangu, 2019. "Do Walmart Supercenters Improve Food Security?," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 41(2), pages 177-198, June.
    8. Ellickson, Paul B. & Grieco, Paul L.E., 2013. "Wal-Mart and the geography of grocery retailing," Journal of Urban Economics, Elsevier, vol. 75(C), pages 1-14.
    9. Rebecca Cleary & Jean-Paul Chavas, 2022. "Strategic supermarket pricing of private labels and manufacturer brands," Empirical Economics, Springer, vol. 62(6), pages 2921-2950, June.
    10. Policarpo Garcia, Carolina & Furquim de Azevedo, Paulo, 2019. "Should competition authorities care about conglomerate mergers?," International Journal of Industrial Organization, Elsevier, vol. 66(C), pages 78-118.
    11. Alam, Md. Rafayet & Morshed, A.K.M. Mahbub, 2021. "Price dispersion across U.S. cities: The role of Walmart," Economic Analysis and Policy, Elsevier, vol. 71(C), pages 227-237.
    12. Richard Volpe, 2014. "Supercenters, Unionized Labor, and Performance in Food Retail," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 53(2), pages 325-355, April.
    13. Courtemanche, Charles & Carden, Art, 2011. "Supersizing supercenters? The impact of Walmart Supercenters on body mass index and obesity," Journal of Urban Economics, Elsevier, vol. 69(2), pages 165-181, March.
    14. Zipitría, Leandro, 2011. "Impacto económico del Supermercadismo [The Economics of Supermarkets: A Brief Literature Review]," MPRA Paper 28419, University Library of Munich, Germany.
    15. Chung, Jamie, 2023. "The spillover effect of E-commerce on local retail real estate markets," Regional Science and Urban Economics, Elsevier, vol. 101(C).
    16. Donald Vandegrift, 2016. "The effect of Walmart and Target on property tax rates," Letters in Spatial and Resource Sciences, Springer, vol. 9(3), pages 309-327, October.
    17. Basker, Emek, 2011. "The Causes and Consequences of Wal-Mart’s Growth," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 5, pages 110-134.
    18. Iacovone, Leonardo & Javorcik, Beata & Keller, Wolfgang & Tybout, James, 2015. "Supplier responses to Walmart's invasion in Mexico," Journal of International Economics, Elsevier, vol. 95(1), pages 1-15.
    19. Courtemanche, Charles & Carden, Art, 2009. "The skinny on big box retailing: Wal-Mart, warehouse clubs, and obesity," MPRA Paper 25326, University Library of Munich, Germany.
    20. Zhou, Tingyu & Clapp, John M., 2015. "The location of new anchor stores within metropolitan areas," Regional Science and Urban Economics, Elsevier, vol. 50(C), pages 87-107.

    More about this item

    Keywords

    Prescription drugs; Health care utilization; Hospitalizations; Avoidable hospitalizations; Walmart;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • H51 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Health

    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:eee:jhecon:v:44:y:2015:i:c:p:37-53. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/505560 .

    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.