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Selective-referral and unobserved patient heterogeneity - Bias in the volume-outcome relationship

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  • Hentschker, Corinna
  • Mennicken, Roman

Abstract

This paper examines the causal effect of volume on outcome on the example of patients with a hip fracture. We use an instrumental variable approach and consider both the practice-makes-perfect and selective-referral hypothesis as well as unobserved patient heterogeneity. Our results indicate that unobserved severity drives the results in the volume-outcome relationship for hip fracture patients and with this the practice-makes-perfect hypothesis has an even stronger effect on hospital quality than expected so far.

Suggested Citation

  • Hentschker, Corinna & Mennicken, Roman, 2014. "Selective-referral and unobserved patient heterogeneity - Bias in the volume-outcome relationship," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100299, Verein für Socialpolitik / German Economic Association.
  • Handle: RePEc:zbw:vfsc14:100299
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    References listed on IDEAS

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    1. Gaynor, Martin & Town, Robert J., 2011. "Competition in Health Care Markets," Handbook of Health Economics, in: Mark V. Pauly & Thomas G. Mcguire & Pedro P. Barros (ed.), Handbook of Health Economics, volume 2, chapter 0, pages 499-637, Elsevier.
    2. Carine Milcent, 2005. "Hospital ownership, reimbursement systems and mortality rates," Health Economics, John Wiley & Sons, Ltd., vol. 14(11), pages 1151-1168, November.
    3. Avdic, Daniel & Lundborg, Petter & Vikström, Johan, 2014. "Learning-by-Doing in a Highly Skilled Profession When Stakes Are High: Evidence from Advanced Cancer Surgery," IZA Discussion Papers 8099, Institute of Labor Economics (IZA).
    4. 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.
    5. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    6. Martin Gaynor & Rodrigo Moreno-Serra & Carol Propper, 2013. "Death by Market Power: Reform, Competition, and Patient Outcomes in the National Health Service," American Economic Journal: Economic Policy, American Economic Association, vol. 5(4), pages 134-166, November.
    7. Adam Ozimek & Daniel Miles, 2011. "Stata utilities for geocoding and generating travel time and travel distance information," Stata Journal, StataCorp LP, vol. 11(1), pages 106-119, March.
    8. Avdic, Daniel & Lundborg, Petter & Vikström, Johan, 2014. "Learning-by-Doing in a High-Skill Profession when Stakes are High: Evidence from Advanced Cancer Surgery," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100278, Verein für Socialpolitik / German Economic Association.
    9. Hentschker, Corinna & Mennicken, Roman, 2012. "The Relationship between Quality and Hospital Case Volume – An Empirical Examination with German Data," Ruhr Economic Papers 341, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    10. Gowrisankaran, Gautam & Town, Robert J., 1999. "Estimating the quality of care in hospitals using instrumental variables," Journal of Health Economics, Elsevier, vol. 18(6), pages 747-767, December.
    11. Mark V. Pauly & Thomas G. Mcguire & Pedro P. Barros (ed.), 2011. "Handbook of Health Economics," Handbook of Health Economics, Elsevier, volume 2, number 2.
    12. Corinna Hentschker & Roman Mennicken, 2015. "The Volume‐Outcome Relationship and Minimum Volume Standards – Empirical Evidence for Germany," Health Economics, John Wiley & Sons, Ltd., vol. 24(6), pages 644-658, June.
    13. Ludwig Kuntz & Roman Mennicken & Stefan Scholtes, 2015. "Stress on the Ward: Evidence of Safety Tipping Points in Hospitals," Management Science, INFORMS, vol. 61(4), pages 754-771, April.
    14. Mennicken, Roman & Kolodziej, Ingo W.K. & Augurzky, Boris & Kreienberg, Rolf, 2014. "Concentration of gynaecology and obstetrics in Germany: Is comprehensive access at stake?," Health Policy, Elsevier, vol. 118(3), pages 396-406.
    15. Hentschker, Corinna & Mennicken, Roman & Schmid, Andreas, 2014. "Defining Hospital Markets - An Application to the German Hospital Sector," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 4(28), pages 1-17.
    16. David Barker & Gary Rosenthal & Peter Cram, 2011. "Simultaneous relationships between procedure volume and mortality: do they bias studies of mortality at specialty hospitals?," Health Economics, John Wiley & Sons, Ltd., vol. 20(5), pages 505-518, May.
    17. repec:zbw:rwirep:0469 is not listed on IDEAS
    18. Schmid, Andreas & Ulrich, Volker, 2013. "Consolidation and concentration in the German hospital market: The two sides of the coin," Health Policy, Elsevier, vol. 109(3), pages 301-310.
    19. Martin Gaynor & Harald Seider & William B. Vogt, 2005. "The Volume–Outcome Effect, Scale Economies, and Learning-by-Doing," American Economic Review, American Economic Association, vol. 95(2), pages 243-247, May.
    20. Barton H. Hamilton & Vivian H. Hamilton, 1997. "Estimating surgical volume—outcome relationships applying survival models: accounting for frailty and hospital fixed effects," Health Economics, John Wiley & Sons, Ltd., vol. 6(4), pages 383-395, July.
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    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
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

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