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Comparing health outcomes among hospitals: the experience of the Lombardy Region

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  • Paolo Berta
  • Chiara Seghieri
  • Giorgio Vittadini

Abstract

In recent years, governments and other stakeholders have increasingly used administrative data for measuring healthcare outcomes and building rankings of health care providers. However, the accuracy of such data sources has often been questioned. Starting in 2002, the Lombardy (Italy) regional administration began monitoring hospital care effectiveness on administrative databases using seven outcome measures related to mortality and readmissions. The present study describes the use of benchmarking results of risk-standardized mortality from Lombardy regional hospitals. The data usage is part of a general program of continuous improvement directed to health care service and organizational learning, rather than at penalizing or rewarding hospitals. In particular, hierarchical regression analyses - taking into account mortality variation across hospitals - were conducted separately for each of the most relevant clinical disciplines. Overall mortality was used as the outcome variable and the mix of the hospitals’ output was taken into account by means of Diagnosis Related Group data, while also adjusting for both patient and hospital characteristics. Yearly adjusted mortality rates for each hospital were translated into a reporting tool that indicates to healthcare managers at a glance, in a user-friendly and non-threatening format, underachieving and over-performing hospitals. Even considering that benchmarking on risk-adjusted outcomes tend to elicit contrasting public opinions and diverging policymaking, we show that repeated outcome measurements and the development and dissemination of organizational best practices have promoted in Lombardy region implementation of outcome measures in healthcare management and stimulated interest and involvement of healthcare stakeholders. Copyright Springer Science+Business Media New York 2013

Suggested Citation

  • Paolo Berta & Chiara Seghieri & Giorgio Vittadini, 2013. "Comparing health outcomes among hospitals: the experience of the Lombardy Region," Health Care Management Science, Springer, vol. 16(3), pages 245-257, September.
  • Handle: RePEc:kap:hcarem:v:16:y:2013:i:3:p:245-257
    DOI: 10.1007/s10729-013-9227-1
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    Cited by:

    1. Alina Peluso & Paolo Berta & Veronica Vinciotti, 2019. "Do pay-for-performance incentives lead to a better health outcome?," Empirical Economics, Springer, vol. 56(6), pages 2167-2184, June.
    2. Valentina Beretta & Chiara Demartini & Sara Trucco, 2021. "The perceived managerial discretion: A methodological perspective," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2021(suppl. 1), pages 123-140.
    3. Lisi, Domenico & Moscone, Francesco & Tosetti, Elisa & Vinciotti, Veronica, 2021. "Hospital quality interdependence in a competitive institutional environment: Evidence from Italy," Regional Science and Urban Economics, Elsevier, vol. 89(C).
    4. Berta, P. & Bratti, M. & Fiorio, C.V. & Pisoni, E. & Verzillo, S., 2021. "Administrative border effects in Covid-19 related mortality," Health, Econometrics and Data Group (HEDG) Working Papers 21/21, HEDG, c/o Department of Economics, University of York.
    5. Levaggi, Laura & Levaggi, Rosella, 2020. "Is there scope for mixed markets in the provision of hospital care?," Social Science & Medicine, Elsevier, vol. 247(C).
    6. Paolo Berta & Gianmaria Martini & Francesco Moscone & Giorgio Vittadini, 2016. "The association between asymmetric information, hospital competition and quality of healthcare: evidence from Italy," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 179(4), pages 907-926, October.
    7. Mariani, Laura & Cavenago, Dario, 2014. "Defining hospital's internal boundaries. An organisational complexity criterion," Health Policy, Elsevier, vol. 117(2), pages 239-246.
    8. Francesca Ieva & Anna Maria Paganoni & Teresa Pietrabissa, 2017. "Dynamic clustering of hazard functions: an application to disease progression in chronic heart failure," Health Care Management Science, Springer, vol. 20(3), pages 353-364, September.
    9. Paolo Berta & Carla Guerriero & Rosella Levaggi, 2018. "The dark side of fiscal federalism:evidence from hospital care in Italy," Working papers 72, Società Italiana di Economia Pubblica.
    10. Yang Liu & Mikhail Traskin & Scott Lorch & Edward George & Dylan Small, 2015. "Ensemble of trees approaches to risk adjustment for evaluating a hospital’s performance," Health Care Management Science, Springer, vol. 18(1), pages 58-66, March.
    11. Paolo Berta & Gianmaria Martini & Massimiliano Piacenza & Gilberto Turati, 2020. "The strange case of less C‐sections: Hospital ownership, market concentration, and DRG‐tariff regulation," Health Economics, John Wiley & Sons, Ltd., vol. 29(S1), pages 30-46, October.
    12. Seghieri, Chiara & Berta, Paolo & Nuti, Sabina, 2019. "Geographic variation in inpatient costs for Acute Myocardial Infarction care: Insights from Italy," Health Policy, Elsevier, vol. 123(5), pages 449-456.

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