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Is sunshine regulation the new prescription to brighten up public hospitals in Portugal?

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  • Pereira, Miguel Alves
  • Marques, Rui Cunha

Abstract

Health systems are complex organisations that attempt to deliver health services to meet the needs of the population. Regardless of the degree of access to and quality of those health services, the systems' sustainability has been the object of special attention by governments worldwide. To ensure their adequate functioning in light of the accountable and transparent facets of New Public Governance, one must resort to regulatory mechanisms, such as sunshine regulation. By publicly displaying the results of benchmarking assessments, sunshine regulation “embarrasses” operators with poor performances in an effort to force them to correct such divergences. Thus, in this paper, we propose a sunshine regulatory model to the public hospitals in Portugal using multi-criteria decision analysis. In particular, we created a five-star rating that categorises those operators according to their performances, by means of the outranking method electre tri-nc. As a result, we provide evidence of the existence of a majority of providers assigned to the ‘Average’ category of “Three stars” and the nonexistence of providers with unique extreme category assignments (“One star” or “Five stars”), both of which are supported by extensive stability and robustness analyses, and discussed in terms of policy implications for relevant stakeholders.

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  • Pereira, Miguel Alves & Marques, Rui Cunha, 2022. "Is sunshine regulation the new prescription to brighten up public hospitals in Portugal?," Socio-Economic Planning Sciences, Elsevier, vol. 84(C).
  • Handle: RePEc:eee:soceps:v:84:y:2022:i:c:s0038012121002111
    DOI: 10.1016/j.seps.2021.101219
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    1. Kristof Witte & David Saal, 2010. "Is a little sunshine all we need? On the impact of sunshine regulation on profits, productivity and prices in the Dutch drinking water sector," Journal of Regulatory Economics, Springer, vol. 37(3), pages 219-242, June.
    2. Stephen P. Osborne, 2006. "The New Public Governance?-super-1," Public Management Review, Taylor & Francis Journals, vol. 8(3), pages 377-387, September.
    3. Pereira, Miguel Alves & Figueira, José Rui & Marques, Rui Cunha, 2020. "Using a Choquet integral-based approach for incorporating decision-maker’s preference judgments in a Data Envelopment Analysis model," European Journal of Operational Research, Elsevier, vol. 284(3), pages 1016-1030.
    4. Sommersguter-Reichmann, Margit & Stepan, Adolf, 2015. "The interplay between regulation and efficiency: Evidence from the Austrian hospital inpatient sector," Socio-Economic Planning Sciences, Elsevier, vol. 52(C), pages 10-21.
    5. Chen Lin & Sanford Berg, 2008. "Incorporating Service Quality into Yardstick Regulation: An Application to the Peru Water Sector," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 32(1), pages 53-75, February.
    6. Beaussier, Anne-Laure & Demeritt, David & Griffiths, Alex & Rothstein, Henry, 2020. "Steering by their own lights: Why regulators across Europe use different indicators to measure healthcare quality," Health Policy, Elsevier, vol. 124(5), pages 501-510.
    7. Almeida-Dias, J. & Figueira, J.R. & Roy, B., 2010. "Electre Tri-C: A multiple criteria sorting method based on characteristic reference actions," European Journal of Operational Research, Elsevier, vol. 204(3), pages 565-580, August.
    8. Eshien Chong & Freddy Huet, 2009. "Yardstick Competition, Franchise Bidding and Firms’ Incentives to Collude," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 35(1), pages 149-169, September.
    9. Gwyn Bevan & Deborah Wilson, 2013. "Does ‘naming and shaming’ work for schools and hospitals? Lessons from natural experiments following devolution in England and Wales," Public Money & Management, Taylor & Francis Journals, vol. 33(4), pages 245-252, July.
    10. Pross, Christoph & Busse, Reinhard & Geissler, Alexander, 2017. "Hospital quality variation matters – A time-trend and cross-section analysis of outcomes in German hospitals from 2006 to 2014," Health Policy, Elsevier, vol. 121(8), pages 842-852.
    11. Jon Sussex & Adrian Towse & Nancy Devlin, 2013. "Operationalizing Value-Based Pricing of Medicines," PharmacoEconomics, Springer, vol. 31(1), pages 1-10, January.
    12. Khaleghian, Peyvand & Gupta, Monica Das, 2005. "Public management and the essential public health functions," World Development, Elsevier, vol. 33(7), pages 1083-1099, July.
    13. Henriques, Alda A. & Camanho, Ana S. & Amorim, Pedro & Silva, Jaime G., 2020. "Performance benchmarking using composite indicators to support regulation of the Portuguese wastewater sector," Utilities Policy, Elsevier, vol. 66(C).
    14. Johanna Bragge & Pekka Korhonen & Hannele Wallenius & Jyrki Wallenius, 2010. "Bibliometric Analysis of Multiple Criteria Decision Making/Multiattribute Utility Theory," Lecture Notes in Economics and Mathematical Systems, in: Matthias Ehrgott & Boris Naujoks & Theodor J. Stewart & Jyrki Wallenius (ed.), Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems, pages 259-268, Springer.
    15. Rogers, Martin & Bruen, Michael, 1998. "Choosing realistic values of indifference, preference and veto thresholds for use with environmental criteria within ELECTRE," European Journal of Operational Research, Elsevier, vol. 107(3), pages 542-551, June.
    16. Carol Propper & Deborah Wilson, 2003. "The Use and Usefulness of Performance Measures in the Public Sector," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 19(2), pages 250-267, Summer.
    17. Ferreira, D.C. & Marques, R.C., 2021. "Public-private partnerships in health care services: Do they outperform public hospitals regarding quality and access? Evidence from Portugal," Socio-Economic Planning Sciences, Elsevier, vol. 73(C).
    18. Facanha, Luis Otavio & Resende, Marcelo, 2004. "Price cap regulation, incentives and quality:: The case of Brazilian telecommunications," International Journal of Production Economics, Elsevier, vol. 92(2), pages 133-144, November.
    19. Georg Meran & Christian Hirschhausen, 2009. "A modified yardstick competition mechanism," Journal of Regulatory Economics, Springer, vol. 35(3), pages 223-245, June.
    20. Almeida-Dias, J. & Figueira, J.R. & Roy, B., 2012. "A multiple criteria sorting method where each category is characterized by several reference actions: The Electre Tri-nC method," European Journal of Operational Research, Elsevier, vol. 217(3), pages 567-579.
    21. Pinto, Francisco Silva & Simões, Pedro & Marques, Rui Cunha, 2017. "Raising the bar: The role of governance in performance assessments," Utilities Policy, Elsevier, vol. 49(C), pages 38-47.
    22. Pereira, Miguel Alves & Machete, Inês Freire & Ferreira, Diogo Cunha & Marques, Rui Cunha, 2020. "Using multi-criteria decision analysis to rank European health systems: The Beveridgian financing case," Socio-Economic Planning Sciences, Elsevier, vol. 72(C).
    23. Gwyn Bevan & Richard Hamblin, 2009. "Hitting and missing targets by ambulance services for emergency calls: effects of different systems of performance measurement within the UK," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 172(1), pages 161-190, January.
    24. Diogo Cunha Ferreira & Rui Cunha Marques & Alexandre Morais Nunes, 2021. "Pay for performance in health care: a new best practice tariff-based tool using a log-linear piecewise frontier function and a dual–primal approach for unique solutions," Operational Research, Springer, vol. 21(3), pages 2101-2146, September.
    25. Rocha, António & Costa, Ana Sara & Figueira, José Rui & Ferreira, Diogo Cunha & Marques, Rui Cunha, 2021. "Quality assessment of the Portuguese public hospitals: A multiple criteria approach," Omega, Elsevier, vol. 105(C).
    26. Roy, B. & Figueira, J.R. & Almeida-Dias, J., 2014. "Discriminating thresholds as a tool to cope with imperfect knowledge in multiple criteria decision aiding: Theoretical results and practical issues," Omega, Elsevier, vol. 43(C), pages 9-20.
    27. Rita Matos & Diogo Ferreira & Maria Isabel Pedro, 2021. "Economic Analysis of Portuguese Public Hospitals Through the Construction of Quality, Efficiency, Access, and Financial Related Composite Indicators," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 157(1), pages 361-392, August.
    28. Barros, Pedro Pita, 2017. "Competition policy for health care provision in Portugal," Health Policy, Elsevier, vol. 121(2), pages 141-148.
    29. Figueira, Jose & Roy, Bernard, 2002. "Determining the weights of criteria in the ELECTRE type methods with a revised Simos' procedure," European Journal of Operational Research, Elsevier, vol. 139(2), pages 317-326, June.
    30. Marques, Rui Cunha, 2006. "A yardstick competition model for Portuguese water and sewerage services regulation," Utilities Policy, Elsevier, vol. 14(3), pages 175-184, September.
    31. Jonas Teusch, 2019. "When Efficient Firms Flock Together: Merger Incentives Under Yardstick Competition," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 55(2), pages 237-255, September.
    32. Ayako Suzuki, 2012. "Yardstick Competition to Elicit Private Information: An Empirical Analysis," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 40(4), pages 313-338, June.
    33. Martijn Ludwig & Frits Merode & Wim Groot, 2010. "Principal agent relationships and the efficiency of hospitals," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 11(3), pages 291-304, June.
    34. Pereira, Miguel Alves & Camanho, Ana Santos & Figueira, José Rui & Marques, Rui Cunha, 2021. "Incorporating preference information in a range directional composite indicator: The case of Portuguese public hospitals," European Journal of Operational Research, Elsevier, vol. 294(2), pages 633-650.
    35. Marques, Rui Cunha & Simões, Pedro, 2008. "Does the sunshine regulatory approach work?," Resources, Conservation & Recycling, Elsevier, vol. 52(8), pages 1040-1049.
    36. Miguel A. Pereira & Diogo C. Ferreira & Rui C. Marques, 2021. "A critical look at the Portuguese public–private partnerships in healthcare," International Journal of Health Planning and Management, Wiley Blackwell, vol. 36(2), pages 302-315, March.
    37. Doumpos, Michalis & Figueira, José Rui, 2019. "A multicriteria outranking approach for modeling corporate credit ratings: An application of the Electre Tri-nC method," Omega, Elsevier, vol. 82(C), pages 166-180.
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    8. Färe, Rolf & Karagiannis, Giannis, 2022. "Aggregating Farrell efficiencies without value data: The case of hospitals," Socio-Economic Planning Sciences, Elsevier, vol. 84(C).

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