IDEAS home Printed from https://ideas.repec.org/p/sef/csefwp/555.html
   My bibliography  Save this paper

Hospitals' Strategic Behaviours and Patient Mobility: Evidence from Italy

Author

Listed:
  • Paolo Berta

    (Università di Milano-Bicocca)

  • Carla Guerriero

    (Università di Napoli Federico II and CSEF)

  • Rosella Levaggi

    (Università di Brescia)

Abstract

The aim of this study is to explore hospitals' behaviours in attracting extra-regional patients and to investigate the effects of these behaviours on the quality of care to resident patients in a context where choices by regional patients are constrained by a budget cap and extra-regional patients are unconstrained source of revenue. Empirical results suggest that, controlling for hospital fixed effects, patients' demographic and health characteristics, hospitals use waiting times and length of stay to attract exra-regional patients. Regional patients admitted in both private and public hospitals with higher proportions of extra-regional patients show lower mortality rates and reimbursement costs. These results suggest that competition increases the quality of care and reduces costs through spillover effects produced by the market for extra-regional patients. Finally, the pattern of reimbursement asked for extra-regional care generates a financial flow in favour of richer regions, exacerbating the north-south gradient in the Italian NHS.

Suggested Citation

  • Paolo Berta & Carla Guerriero & Rosella Levaggi, 2020. "Hospitals' Strategic Behaviours and Patient Mobility: Evidence from Italy," CSEF Working Papers 555, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
  • Handle: RePEc:sef:csefwp:555
    as

    Download full text from publisher

    File URL: http://www.csef.it/WP/wp555.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Daniele Fabbri & Silvana Robone, 2010. "The geography of hospital admission in a national health service with patient choice," Health Economics, John Wiley & Sons, Ltd., vol. 19(9), pages 1029-1047, September.
    2. 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.
    3. Rosella Levaggi & Francesco Menoncin, 2013. "Soft budget constraints in health care: evidence from Italy," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 14(5), pages 725-737, October.
    4. Carol Propper & Simon Burgess & Denise Gossage, 2008. "Competition and Quality: Evidence from the NHS Internal Market 1991–9," Economic Journal, Royal Economic Society, vol. 118(525), pages 138-170, January.
    5. Michele Bisceglia & Roberto Cellini & Luca Grilli, 2018. "Regional regulators in health care service under quality competition: A game theoretical model," Health Economics, John Wiley & Sons, Ltd., vol. 27(11), pages 1821-1842, November.
    6. Brekke, Kurt Richard & Siciliani, Luigi, 2011. "Quality competition with profit constraints: Do non-profit firms provide higher quality than for-profit firms?," CEPR Discussion Papers 8284, C.E.P.R. Discussion Papers.
    7. Besley, Timothy & Malcomson, James M., 2018. "Competition in public service provision: The role of not-for-profit providers," Journal of Public Economics, Elsevier, vol. 162(C), pages 158-172.
    8. Laura Levaggi & Rosella Levaggi, 2017. "Oligopolistic competition for the provision of hospital care," Working papers 57, Società Italiana di Economia Pubblica.
    9. Unknown, 2005. "Forward," 2005 Conference: Slovenia in the EU - Challenges for Agriculture, Food Science and Rural Affairs, November 10-11, 2005, Moravske Toplice, Slovenia 183804, Slovenian Association of Agricultural Economists (DAES).
    10. Kurt R. Brekke & Hugh Gravelle & Luigi Siciliani & Odd Rune Straume, 2014. "Patient Choice, Mobility and Competition Among Health Care Providers," Developments in Health Economics and Public Policy, in: Rosella Levaggi & Marcello Montefiori (ed.), Health Care Provision and Patient Mobility, edition 127, pages 1-26, Springer.
    11. Silvia Balia & Rinaldo Brau & Emanuela Marrocu, 2018. "Interregional patient mobility in a decentralized healthcare system," Regional Studies, Taylor & Francis Journals, vol. 52(3), pages 388-402, March.
    12. Gravelle, Hugh & Santos, Rita & Siciliani, Luigi, 2014. "Does a hospital's quality depend on the quality of other hospitals? A spatial econometrics approach," Regional Science and Urban Economics, Elsevier, vol. 49(C), pages 203-216.
    13. Brekke, Kurt R. & Levaggi, Rosella & Siciliani, Luigi & Straume, Odd Rune, 2014. "Patient mobility, health care quality and welfare," Journal of Economic Behavior & Organization, Elsevier, vol. 105(C), pages 140-157.
    14. 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.
    15. Berta, Paolo & Callea, Giuditta & Martini, Gianmaria & Vittadini, Giorgio, 2010. "The effects of upcoding, cream skimming and readmissions on the Italian hospitals efficiency: A population-based investigation," Economic Modelling, Elsevier, vol. 27(4), pages 812-821, July.
    16. Kurt R. Brekke & Luigi Siciliani & Odd Rune Straume, 2015. "Hospital Competition with Soft Budgets," Scandinavian Journal of Economics, Wiley Blackwell, vol. 117(3), pages 1019-1048, July.
    17. Di Novi, Cinzia & Piacenza, Massimiliano & Robone, Silvana & Turati, Gilberto, 2019. "Does fiscal decentralization affect regional disparities in health? Quasi-experimental evidence from Italy," Regional Science and Urban Economics, Elsevier, vol. 78(C).
    18. Brenna, Elenka, 2011. "Quasi-market and cost-containment in Beveridge systems: The Lombardy model of Italy," Health Policy, Elsevier, vol. 103(2), pages 209-218.
    19. Leemore S. Dafny, 2005. "How Do Hospitals Respond to Price Changes?," American Economic Review, American Economic Association, vol. 95(5), pages 1525-1547, December.
    20. 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.
    21. Aleksandra Torbica & Giovanni Fattore, 2005. "The “Essential Levels of Care” in Italy: when being explicit serves the devolution of powers," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 6(1), pages 46-52, November.
    22. Brekke, Kurt R. & Levaggi, Rosella & Siciliani, Luigi & Straume, Odd Rune, 2016. "Patient mobility and health care quality when regions and patients differ in income," Journal of Health Economics, Elsevier, vol. 50(C), pages 372-387.
    23. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2011. "Multivariate Matching Methods That Are Monotonic Imbalance Bounding," Journal of the American Statistical Association, American Statistical Association, vol. 106(493), pages 345-361.
    24. Rosella Levaggi & Marcello Montefiori (ed.), 2014. "Health Care Provision and Patient Mobility," Developments in Health Economics and Public Policy, Springer, edition 127, number 978-88-470-5480-6, June.
    25. Mark V. Pauly & Thomas G. Mcguire & Pedro P. Barros (ed.), 2011. "Handbook of Health Economics," Handbook of Health Economics, Elsevier, volume 2, number 2.
    26. Frischhut, Markus & Levaggi, Rosella, 2015. "Patient mobility in the context of austerity and an enlarged EU: The European Court of Justice's ruling in the Petru Case," Health Policy, Elsevier, vol. 119(10), pages 1293-1297.
    27. repec:wly:hlthec:v:26:y:2017:i::p:92-105 is not listed on IDEAS
    28. Rosella Levaggi & Roberto Zanola, 2004. "Patients' migration across regions: the case of Italy," Applied Economics, Taylor & Francis Journals, vol. 36(16), pages 1751-1757.
    29. David Cantarero, 2006. "Health care and patients’ migration across Spanish regions," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 7(2), pages 114-116, June.
    30. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2012. "Causal Inference without Balance Checking: Coarsened Exact Matching," Political Analysis, Cambridge University Press, vol. 20(1), pages 1-24, January.
    31. Berta, P.; & De Fraja, G.; & Verzillos, S.;, 2018. "Optimal Healthcare Contracts:Theory and Empirical Evidence from Italy," Health, Econometrics and Data Group (HEDG) Working Papers 18/33, HEDG, c/o Department of Economics, University of York.
    32. Jeffrey Clemens & Joshua D. Gottlieb, 2017. "In the Shadow of a Giant: Medicare’s Influence on Private Physician Payments," Journal of Political Economy, University of Chicago Press, vol. 125(1), pages 1-39.
    33. Gutacker, Nils & Siciliani, Luigi & Moscelli, Giuseppe & Gravelle, Hugh, 2016. "Choice of hospital: Which type of quality matters?," Journal of Health Economics, Elsevier, vol. 50(C), pages 230-246.
    34. Adolph, Christopher & Greer, Scott L. & Massard da Fonseca, Elize, 2012. "Allocation of authority in European health policy," Social Science & Medicine, Elsevier, vol. 75(9), pages 1595-1603.
    35. Balia, Silvia & Brau, Rinaldo & Moro, Daniela, 2020. "Choice of hospital and long-distances: Evidence from Italy," Regional Science and Urban Economics, Elsevier, vol. 81(C).
    36. Kurt R. Brekke & Roberto Cellini & Luigi Siciliani & Odd Rune Straume, 2012. "Competition in Regulated Markets with Sluggish Beliefs about Quality," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 21(1), pages 131-178, March.
    37. Fattore, Giovanni & Petrarca, Giuseppina & Torbica, Aleksandra, 2014. "Traveling for care: Inter-regional mobility for aortic valve substitution in Italy," Health Policy, Elsevier, vol. 117(1), pages 90-97.
    38. Maura Francese & Marzia Romanelli, 2014. "Is there room for containing healthcare costs? An analysis of regional spending differentials in Italy," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 15(2), pages 117-132, March.
    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. Ferré, Francesca & Seghieri, Chiara & Nuti, Sabina, 2023. "Women's choices of hospital for breast cancer surgery in Italy: Quality and equity implications," Health Policy, Elsevier, vol. 131(C).
    2. Vidoli, Francesco & Pignataro, Giacomo & Benedetti, Roberto, 2022. "Identification of spatial regimes of the production function of Italian hospitals through spatially constrained cluster-wise regression," Socio-Economic Planning Sciences, Elsevier, vol. 82(PA).
    3. Lippi Bruni, Matteo & Ugolini, Cristina & Verzulli, Rossella, 2021. "Should I wait or should I go? Travelling versus waiting for better healthcare," Regional Science and Urban Economics, Elsevier, vol. 89(C).
    4. Levaggi, Laura & Levaggi, Rosella, 2023. "Competition in the provision of hospital care: Are mixed markets a valid alternative?," Economic Modelling, Elsevier, vol. 127(C).
    5. Rubino, Claudio & Di Maria, Chiara & Abbruzzo, Antonino & Ferrante, Mauro, 2022. "Socio-economic inequality, interregional mobility and mortality among cancer patients: A mediation analysis approach," Socio-Economic Planning Sciences, Elsevier, vol. 82(PA).

    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. 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.
    2. Lippi Bruni, Matteo & Ugolini, Cristina & Verzulli, Rossella, 2021. "Should I wait or should I go? Travelling versus waiting for better healthcare," Regional Science and Urban Economics, Elsevier, vol. 89(C).
    3. Paolo Berta & Gianmaria Martini & Daniele Spinelli & Giorgio Vittadini, 2022. "The beaten paths effect on patient inter‐regional mobility: An application to the Italian NHS," Papers in Regional Science, Wiley Blackwell, vol. 101(4), pages 945-977, August.
    4. S. Balia & Rinaldo Brau & E. Marrocu, 2014. "Free patient mobility is not a free lunch. Lessons from a decentralised NHS," Working Paper CRENoS 201409, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    5. Domenico Lisi & Luigi Siciliani & Odd Rune Straume, 2020. "Hospital competition under pay‐for‐performance: Quality, mortality, and readmissions," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 29(2), pages 289-314, April.
    6. Rubino, Claudio & Di Maria, Chiara & Abbruzzo, Antonino & Ferrante, Mauro, 2022. "Socio-economic inequality, interregional mobility and mortality among cancer patients: A mediation analysis approach," Socio-Economic Planning Sciences, Elsevier, vol. 82(PA).
    7. Bell-Aldeghi, Rosalind & Chopard, Bertrand, 2021. "Hospital multi-dimensional quality competition with medical malpractice," International Review of Law and Economics, Elsevier, vol. 68(C).
    8. Brekke, Kurt R. & Canta, Chiara & Siciliani, Luigi & Straume, Odd Rune, 2021. "Hospital competition in a national health service: Evidence from a patient choice reform," Journal of Health Economics, Elsevier, vol. 79(C).
    9. Cellini, Roberto & Siciliani, Luigi & Straume, Odd Rune, 2018. "A dynamic model of quality competition with endogenous prices," Journal of Economic Dynamics and Control, Elsevier, vol. 94(C), pages 190-206.
    10. Elenka Brenna & Federico Spandonaro, 2014. "Does federalism induce patients’ mobility across regions? Evidence from the Italian experience," DISCE - Working Papers del Dipartimento di Economia e Finanza def009, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    11. 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.
    12. Claudio Pinto, 2017. "Perceived quality and formation of inter-regional networks of health care migration," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 7(3), pages 1-5.
    13. repec:ctc:serie1:def9 is not listed on IDEAS
    14. Moscelli, Giuseppe & Gravelle, Hugh & Siciliani, Luigi & Gutacker, Nils, 2018. "The effect of hospital ownership on quality of care: Evidence from England," Journal of Economic Behavior & Organization, Elsevier, vol. 153(C), pages 322-344.
    15. Levaggi, Laura & Levaggi, Rosella, 2020. "Is there scope for mixed markets in the provision of hospital care?," Social Science & Medicine, Elsevier, vol. 247(C).
    16. Rachet-Jacquet, Laurie & Gutacker, Nils & Siciliani, Luigi, 2021. "Scale economies in the health sector: The effect of hospital volume on health gains from hip replacement surgery," Journal of Economic Behavior & Organization, Elsevier, vol. 190(C), pages 704-729.
    17. Emanuela Marrocu & Silvia Balia & Rinaldo Brau, 2016. "A spatial analysis of inter-regional patient mobility in Italy," ERSA conference papers ersa16p127, European Regional Science Association.
    18. Moscone, Francesco & Siciliani, Luigi & Tosetti, Elisa & Vittadini, Giorgio, 2020. "Do public and private hospitals differ in quality? Evidence from Italy," Regional Science and Urban Economics, Elsevier, vol. 83(C).
    19. Piia Pekola & Ismo Linnosmaa & Hennamari Mikkola, 2017. "Competition and quality in a physiotherapy market with fixed prices," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(1), pages 97-117, January.
    20. Martini, Gianmaria & Levaggi, Rosella & Spinelli, Daniele, 2022. "Is there a bias in patient choices for hospital care? Evidence from three Italian regional health systems," Health Policy, Elsevier, vol. 126(7), pages 668-679.
    21. Levaggi, Laura & Levaggi, Rosella, 2023. "Competition in the provision of hospital care: Are mixed markets a valid alternative?," Economic Modelling, Elsevier, vol. 127(C).

    More about this item

    Keywords

    Hospital competition; patient mobility; mixed market; quality of care.;
    All these keywords.

    JEL classification:

    • H51 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Health
    • H77 - Public Economics - - State and Local Government; Intergovernmental Relations - - - Intergovernmental Relations; Federalism
    • D6 - Microeconomics - - Welfare Economics
    • C70 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - General

    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:sef:csefwp:555. 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: Dr. Maria Carannante (email available below). General contact details of provider: https://edirc.repec.org/data/cssalit.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.