IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/26182.html
   My bibliography  Save this paper

Impact of Rural and Urban Hospital Closures on Inpatient Mortality

Author

Listed:
  • Kritee Gujral
  • Anirban Basu

Abstract

This paper uses a difference-in-difference approach to examine the impact of California's hospital closures occurring from 1995-2011 on adjusted inpatient mortality for time-sensitive conditions: sepsis, stroke, asthma/chronic obstructive pulmonary disease (COPD) and acute myocardial infarction (AMI). Outcomes of admissions in hospital service areas (HSAs) with and without closure(s) are compared before and after the closure year. The paper focuses on: 1) the differential impacts of rural and urban closures, 2) the aggregate patient-level impact across several post-closure mechanisms, and 3) the effect on Medicare as well as non-Medicare patients. Results suggest that when treatment groups are not differentiated by hospital rurality, closures appear to have no measurable impact, i.e. there is no general impact of closures. However, estimating differential impacts shows that rural closures increase inpatient mortality by 0.78% points (an increase of 8.7%), whereas urban closures have no measurable impact. Subgroup analyses indicate the existence of a general impact for stroke and AMI patients (4.4% increase in inpatient mortality) and relatively worse impacts of rural closures for Medicaid patients and racial minorities (11.3% and 12.6%, respectively).

Suggested Citation

  • Kritee Gujral & Anirban Basu, 2019. "Impact of Rural and Urban Hospital Closures on Inpatient Mortality," NBER Working Papers 26182, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:26182
    Note: EH
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w26182.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ruhm, Christopher J., 2005. "Healthy living in hard times," Journal of Health Economics, Elsevier, vol. 24(2), pages 341-363, March.
    2. Dranove, David, 1998. "Economies of scale in non-revenue producing cost centers: Implications for hospital mergers," Journal of Health Economics, Elsevier, vol. 17(1), pages 69-83, January.
    3. Premkumar, Deepak & Jones, Dave & Orazem, Peter, 2016. "Hospital Closure and Hospital Choice: How Hospital Quality and Availability will Affect Rural Residents," ISU General Staff Papers 201611290800001009, Iowa State University, Department of Economics.
    4. Christopher Ruhm, 2007. "A healthy economy can break your heart," Demography, Springer;Population Association of America (PAA), vol. 44(4), pages 829-848, November.
    5. Martin Gaynor & Kate Ho & Robert J. Town, 2015. "The Industrial Organization of Health-Care Markets," Journal of Economic Literature, American Economic Association, vol. 53(2), pages 235-284, June.
    6. Betsey Stevenson & Justin Wolfers, 2006. "Bargaining in the Shadow of the Law: Divorce Laws and Family Distress," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(1), pages 267-288.
    7. Manlove, Jacob & Whitacre, Brian, 2017. "Short-Term Economic Impact of Rural Hospital Closures," 2017 Annual Meeting, February 4-7, 2017, Mobile, Alabama 252716, Southern Agricultural Economics Association.
    8. Buchmueller, Thomas C. & Jacobson, Mireille & Wold, Cheryl, 2006. "How far to the hospital?: The effect of hospital closures on access to care," Journal of Health Economics, Elsevier, vol. 25(4), pages 740-761, July.
    9. Strumpf, Erin C. & Charters, Thomas J. & Harper, Sam & Nandi, Arijit, 2017. "Did the Great Recession affect mortality rates in the metropolitan United States? Effects on mortality by age, gender and cause of death," Social Science & Medicine, Elsevier, vol. 189(C), pages 11-16.
    10. Song, Lina & Saghafian, Soroush, 2019. "Do Hospital Closures Improve the Efficiency and Quality of Other Hospitals?," Working Paper Series rwp19-006, Harvard University, John F. Kennedy School of Government.
    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. Mensen, Anne, 2022. "Concentration of hospital capacities and patients' access to care," Ruhr Economic Papers 952, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    2. Milstein, Ricarda & Schreyögg, Jonas, 2022. "Activity-based funding based on diagnosis-related groups: The end of an era? A review of payment reforms in the inpatient sector in ten high-income countries," hche Research Papers 28, University of Hamburg, Hamburg Center for Health Economics (hche).
    3. Maggie Shi, 2023. "Monitoring for Waste: Evidence from Medicare Audits," NBER Working Papers 31559, National Bureau of Economic Research, Inc.
    4. Guidetti, Bruna & Pereda, Paula & Severnini, Edson R., 2020. "Health Shocks under Hospital Capacity Constraint: Evidence from Air Pollution in Sao Paulo, Brazil," IZA Discussion Papers 13211, Institute of Labor Economics (IZA).
    5. Abu-Qarn, Aamer & Lichtman-Sadot, Shirlee, 2021. "Older Adult Health Following Greater Access to Secondary Health Care: Evidence from Bus Service Introductions to Arab Towns in Israel," IZA Discussion Papers 14490, Institute of Labor Economics (IZA).
    6. Bruna Morais Guidetti & Paula Carvalho Pereda, Edson Roberto Severnini, 2021. "Health Shocks under Hospital Capacity Constraints: Evidence from Air Pollution in São Paulo, Brazil," Working Papers, Department of Economics 2021_05, University of São Paulo (FEA-USP).
    7. Bhalotra, Sonia R. & Nunes, Letícia & Rocha, Rudi, 2020. "Urgent Care Centers, Hospital Performance and Population Health," IZA Discussion Papers 13992, Institute of Labor Economics (IZA).
    8. Abu-Qarn, Aamer & Lichtman-Sadot, Shirlee, 2022. "Can greater access to secondary health care decrease health inequality? Evidence from bus line introduction to Arab towns in Israel," Economic Modelling, Elsevier, vol. 106(C).
    9. Soroush Saghafian & Lina D. Song & Ali S. Raja, 2022. "Towards a more efficient healthcare system: Opportunities and challenges caused by hospital closures amid the COVID-19 pandemic," Health Care Management Science, Springer, vol. 25(2), pages 187-190, June.
    10. Kollerup, Anna, 2022. "Worth the trip? The effect of hospital clinic closures for patients undergoing scheduled surgery," Social Science & Medicine, Elsevier, vol. 314(C).
    11. Alexander, Diane & Richards, Michael R., 2023. "Economic consequences of hospital closures," Journal of Public Economics, Elsevier, vol. 221(C).
    12. Tamara Bischof & Boris Kaiser, 2021. "Who cares when you close down? The effects of primary care practice closures on patients," Health Economics, John Wiley & Sons, Ltd., vol. 30(9), pages 2004-2025, September.
    13. Bhalotra, Sonia & Nunes, Letícia & Rocha, Rudi, 2023. "Emergency Care Centers, Hospital Performance and Population Health," CAGE Online Working Paper Series 659, Competitive Advantage in the Global Economy (CAGE).
    14. Pinka Chatterji & Chun-Yu Ho & Xue Wu, 2024. "The Mortality Effects of Healthcare Consolidation: Evidence from Emergency Department Closures," NBER Working Papers 32189, National Bureau of Economic Research, Inc.
    15. Stefanie Fischer & Heather Royer & Corey White, 2022. "Health Care Centralization: The Health Impacts of Obstetric Unit Closures in the US," Monash Economics Working Papers 2022-06, Monash University, Department of Economics.
    16. David Molitor & Corey D. White, 2023. "Do Cities Mitigate or Exacerbate Environmental Damages to Health?," NBER Working Papers 31990, National Bureau of Economic Research, Inc.

    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. Propper, Carol & Janke, Katharina & Lee, Kevin & Shields, Kalvinder & Shields, Michael A, 2020. "Macroeconomic Conditions and Health in Britain: Aggregation, Dynamics and Local Area Heterogeneity," CEPR Discussion Papers 14507, C.E.P.R. Discussion Papers.
    2. Markowitz, Sara & Nesson, Erik & Robinson, Joshua J., 2019. "The effects of employment on influenza rates," Economics & Human Biology, Elsevier, vol. 34(C), pages 286-295.
    3. Birgisdóttir, Kristín Helga & Hauksdóttir, Arna & Ruhm, Christopher & Valdimarsdóttir, Unnur Anna & Ásgeirsdóttir, Tinna Laufey, 2020. "The effect of the economic collapse in Iceland on the probability of cardiovascular events," Economics & Human Biology, Elsevier, vol. 37(C).
    4. Joelle Abramowitz, 2016. "The connection between working hours and body mass index in the U.S.: a time use analysis," Review of Economics of the Household, Springer, vol. 14(1), pages 131-154, March.
    5. Ólafsdóttir, Thorhildur & Hrafnkelsson, Birgir & Thorgeirsson, Gudmundur & Ásgeirsdóttir, Tinna Laufey, 2016. "The tax-free year in Iceland: A natural experiment to explore the impact of a short-term increase in labor supply on the risk of heart attacks," Journal of Health Economics, Elsevier, vol. 49(C), pages 14-27.
    6. De-Chih Liu, 2017. "The Discouraged Worker and Suicide in the United States," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 134(2), pages 771-787, November.
    7. Max Brüning & Josselin Thuilliez, 2019. "Mortality and Macroeconomic Conditions: What Can We Learn From France?," Demography, Springer;Population Association of America (PAA), vol. 56(5), pages 1747-1764, October.
    8. Sarah A. Burgard & Jennifer A. Ailshire & Lucie Kalousova, 2013. "The Great Recession and Health," The ANNALS of the American Academy of Political and Social Science, , vol. 650(1), pages 194-213, November.
    9. Vellore Arthi & Brian Beach & W. Walker Hanlon, 2017. "Estimating the Recession-Mortality Relationship when Migration Matters," NBER Working Papers 23507, National Bureau of Economic Research, Inc.
    10. Beomsoo Kim & Christopher J. Ruhm, 2012. "Inheritances, health and death," Health Economics, John Wiley & Sons, Ltd., vol. 21(2), pages 127-144, February.
    11. Wang, Qing & Tapia Granados, José A., 2019. "Economic growth and mental health in 21st century China," Social Science & Medicine, Elsevier, vol. 220(C), pages 387-395.
    12. Kristín Helga Birgisdóttir & Tinna Laufey Ásgeirsdóttir, 2017. "Macroeconomic conditions and population health in Iceland," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 37(25), pages 769-852.
    13. Oswald, Andrew J. & Powdthavee, Nattavudh, 2007. "Obesity, Unhappiness, and The Challenge of Affluence: Theory and Evidence," IZA Discussion Papers 2717, Institute of Labor Economics (IZA).
    14. Buchmueller, Thomas C. & Jacobson, Mireille & Wold, Cheryl, 2006. "How far to the hospital?: The effect of hospital closures on access to care," Journal of Health Economics, Elsevier, vol. 25(4), pages 740-761, July.
    15. McInerney, Melissa & Mellor, Jennifer M., 2012. "Recessions and seniors’ health, health behaviors, and healthcare use: Analysis of the Medicare Current Beneficiary Survey," Journal of Health Economics, Elsevier, vol. 31(5), pages 744-751.
    16. Michael Kvasnicka & Thomas Siedler & Nicolas R. Ziebarth, 2018. "The health effects of smoking bans: Evidence from German hospitalization data," Health Economics, John Wiley & Sons, Ltd., vol. 27(11), pages 1738-1753, November.
    17. Ajay Mahal & Lainie Sutton, 2014. "Economic prosperity and non-communicable disease: understanding the linkages," Chapters, in: Raghbendra Jha & Raghav Gaiha & Anil B. Deolalikar (ed.), Handbook on Food, chapter 12, pages 278-324, Edward Elgar Publishing.
    18. Xin Xu & Robert Kaestner, 2010. "The Business Cycle and Health Behaviors," NBER Working Papers 15737, National Bureau of Economic Research, Inc.
    19. Frijters, Paul & Johnston, David W. & Shields, Michael A. & Sinha, Kompal, 2015. "A lifecycle perspective of stock market performance and wellbeing," Journal of Economic Behavior & Organization, Elsevier, vol. 112(C), pages 237-250.
    20. Chulhee Lee & Kyeongbae Kim, 2017. "Changing Relationship between Unemployment and Mortality in South Korea," Health Economics, John Wiley & Sons, Ltd., vol. 26(12), pages 1630-1636, December.

    More about this item

    JEL classification:

    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

    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:nbr:nberwo:26182. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.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.