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Who responds to longer wait times? The effects of predicted emergency wait times on the health and volume of patients who present for care

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  • Strobel, Stephenson

Abstract

Healthcare is often free at the point-of-care so that price does not deter patients. However, the dis-utility from waiting for care that often occurs could also lead to deterrence. I investigate responses in the volume and types of patients that demand emergency care when predicted waiting times quasi-randomly change. I leverage a discontinuity to compare emergency sites with similar predicted wait times but with different apparent wait times displayed to patients. I use impulse response functions estimated by local projections to estimate effects of predicted wait times on patient demand for care. An additional thirty minutes of predicted wait time results in 15% fewer waiting patients at urgent cares and 2% fewer waiting patients at emergency departments within three hours of display. Patients that stop using emergency care are also triaged as healthier. However, at very high predicted wait times, there are reductions in demand for all patients including sicker patients.

Suggested Citation

  • Strobel, Stephenson, 2024. "Who responds to longer wait times? The effects of predicted emergency wait times on the health and volume of patients who present for care," Journal of Health Economics, Elsevier, vol. 96(C).
  • Handle: RePEc:eee:jhecon:v:96:y:2024:i:c:s0167629624000432
    DOI: 10.1016/j.jhealeco.2024.102898
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    as
    1. Nicholas Buchholz & Laura Doval & Jakub Kastl & Filip Matějka & Tobias Salz, 2020. "Personalized Pricing and the Value of Time: Evidence from Auctioned Cab Rides," NBER Working Papers 27087, National Bureau of Economic Research, Inc.
    2. Woodworth, Lindsey, 2020. "Swamped: Emergency Department Crowding and Patient Mortality," Journal of Health Economics, Elsevier, vol. 70(C).
    3. Wardman, Mark, 2022. "Meta-analysis of British time-related demand elasticity evidence: An update," Transportation Research Part A: Policy and Practice, Elsevier, vol. 157(C), pages 198-214.
    4. 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.
    5. repec:bla:jindec:v:45:y:1997:i:4:p:429-43 is not listed on IDEAS
    6. Peter Sivey, 2018. "Should I stay or should I go? Hospital emergency department waiting times and demand," Health Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 30-42, March.
    7. Nichols, Albert L & Zeckhauser, Richard J, 1982. "Targeting Transfers through Restrictions on Recipients," American Economic Review, American Economic Association, vol. 72(2), pages 372-377, May.
    8. Joshua D. Angrist & Guido M. Kuersteiner, 2011. "Causal Effects of Monetary Shocks: Semiparametric Conditional Independence Tests with a Multinomial Propensity Score," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 725-747, August.
    9. Peter Sivey, 2012. "The effect of waiting time and distance on hospital choice for English cataract patients," Health Economics, John Wiley & Sons, Ltd., vol. 21(4), pages 444-456, April.
    10. Mark Wardman, 2012. "Review and meta-analysis of U.K. time elasticities of travel demand," Transportation, Springer, vol. 39(3), pages 465-490, May.
    11. Ethan M. J. Lieber, 2017. "Does It Pay to Know Prices in Health Care?," American Economic Journal: Economic Policy, American Economic Association, vol. 9(1), pages 154-179, February.
    12. Alexander, Diane & Currie, Janet & Schnell, Molly, 2019. "Check up before you check out: Retail clinics and emergency room use," Journal of Public Economics, Elsevier, vol. 178(C).
    13. Buchholz, Nicholas & Doval, Laura & Kastl, Jakub & Matejka, Filip & Salz, Tobias, 2020. "The Value of Time: Evidence From Auctioned Cab Rides," CEPR Discussion Papers 14666, C.E.P.R. Discussion Papers.
    14. Andrea Riganti & Luigi Siciliani & Carlo V. Fiorio, 2017. "The effect of waiting times on demand and supply for elective surgery: Evidence from Italy," Health Economics, John Wiley & Sons, Ltd., vol. 26(S2), pages 92-105, September.
    15. Martin, Stephen & Rice, Nigel & Jacobs, Rowena & Smith, Peter, 2007. "The market for elective surgery: Joint estimation of supply and demand," Journal of Health Economics, Elsevier, vol. 26(2), pages 263-285, March.
    16. Pizer, Steven D. & Prentice, Julia C., 2011. "Time is money: Outpatient waiting times and health insurance choices of elderly veterans in the United States," Journal of Health Economics, Elsevier, vol. 30(4), pages 626-636, July.
    17. Gravelle, Hugh & Dusheiko, Mark & Sutton, Matthew, 2002. "The demand for elective surgery in a public system: time and money prices in the UK National Health Service," Journal of Health Economics, Elsevier, vol. 21(3), pages 423-449, May.
    18. Svend Albæk & Peter Møllgaard & Per B. Overgaard, 1997. "Government‐Assisted Oligopoly Coordination? A Concrete Case," Journal of Industrial Economics, Wiley Blackwell, vol. 45(4), pages 429-443, December.
    19. Òscar Jordà, 2005. "Estimation and Inference of Impulse Responses by Local Projections," American Economic Review, American Economic Association, vol. 95(1), pages 161-182, March.
    20. Hugh Gravelle & Luigi Siciliani, 2009. "Third degree waiting time discrimination: optimal allocation of a public sector healthcare treatment under rationing by waiting," Health Economics, John Wiley & Sons, Ltd., vol. 18(8), pages 977-986, August.
    21. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    22. Óscar D. Lourenço & Pedro L. Ferreira, 2005. "Utilization of public health centres in Portugal: effect of time costs and other determinants. Finite mixture models applied to truncated samples," Health Economics, John Wiley & Sons, Ltd., vol. 14(9), pages 939-953, September.
    23. Hughes, David & Yule, Brian, 1992. "The effect of per-item fees on the behaviour of general practitioners," Journal of Health Economics, Elsevier, vol. 11(4), pages 413-437, December.
    24. repec:wly:hlthec:v:26:y:2017:i::p:92-105 is not listed on IDEAS
    25. Martin, Stephen & Smith, Peter C., 1999. "Rationing by waiting lists: an empirical investigation," Journal of Public Economics, Elsevier, vol. 71(1), pages 141-164, January.
    26. Michael Chernew & Zack Cooper & Eugene Larsen-Hallock & Fiona Scott Morton, 2018. "Are Health Care Services Shoppable? Evidence from the Consumption of Lower-Limb MRI Scans," NBER Working Papers 24869, National Bureau of Economic Research, Inc.
    27. Kobayashi, Daiki & Goto, Rei & Tsugawa, Yusuke, 2019. "Impact of improved price transparency on patients' demand of healthcare services," Social Science & Medicine, Elsevier, vol. 235(C), pages 1-1.
    28. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 488-500.
    29. Gruber, Jon & Kim, John & Mayzlin, Dina, 1999. "Physician fees and procedure intensity: the case of cesarean delivery," Journal of Health Economics, Elsevier, vol. 18(4), pages 473-490, August.
    30. José Luis Montiel Olea & Mikkel Plagborg‐Møller, 2021. "Local Projection Inference Is Simpler and More Robust Than You Think," Econometrica, Econometric Society, vol. 89(4), pages 1789-1823, July.
    31. Kastl, Jakub & Buchholz, Nicholas & Doval, Laura & Matějka, Filip & Salz, Tobias, 2020. "The Value of Time: Evidence From Auctioned Cab Rides," CEPR Discussion Papers 14666, C.E.P.R. Discussion Papers.
    32. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
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    More about this item

    Keywords

    Demand for health; Healthcare technologies; Emergency wait times;
    All these keywords.

    JEL classification:

    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply

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