IDEAS home Printed from https://ideas.repec.org/p/sef/csefwp/762.html
   My bibliography  Save this paper

How Digital Divide and Hospital Quality Misperception Affect Patients Mobility

Author

Listed:
  • Carla Guerriero

    (Università di Napoli Federico II and CSEF)

  • Rosella Levaggi

    (Università di Brescia)

  • Paolo Li Donni

    (University of Palermo)

  • Sara Moccia

    (University of Naples Federico II.)

Abstract

This paper investigates the effect of broadband internet diffusion on patient mobility in Italy’s decentralized healthcare systems. Using comprehensive provincial-level data from2013 to 2019 on broadband coverage and hospital-based oncological procedures, we consider how improved internet access affects patients’ decisions to seek treatment outside their region or province of residence. We find that increased broadband availability significantly reduces patient mobility for cancer care, particularly for complex conditions with lower survival rates such pancreatic and lung cancer. The effect is more pronounced among younger patients and those residing in the South of Italy, where perceptions of local care quality are poorer. By contrast, the impact is weaker among older patients and individuals traveling from Central Italy. Our findings suggest that enhanced digital connectivity lowers information frictions, enabling patients to better evaluate local healthcare options and thereby avoiding some unnecessary cross-regional mobility. This paper contributes to two strands of the literature: on the role of information in healthcare markets and on the broader effects of internet infrastructure on health-related decision-making. Our results underscore the role of policies for digital inclusion in mitigating regional healthcare disparities and improving patient decision-making.

Suggested Citation

  • Carla Guerriero & Rosella Levaggi & Paolo Li Donni & Sara Moccia, 2025. "How Digital Divide and Hospital Quality Misperception Affect Patients Mobility," CSEF Working Papers 762, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
  • Handle: RePEc:sef:csefwp:762
    as

    Download full text from publisher

    File URL: https://www.csef.it/WP/wp762.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Vincenzo Carrieri & Leonardo Madio & Francesco Principe, 2019. "Vaccine hesitancy and (fake) news: Quasi‐experimental evidence from Italy," Health Economics, John Wiley & Sons, Ltd., vol. 28(11), pages 1377-1382, November.
    2. 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.
    3. Mattia Nardotto & Tommaso Valletti & Frank Verboven, 2015. "Unbundling The Incumbent: Evidence From Uk Broadband," Journal of the European Economic Association, European Economic Association, vol. 13(2), pages 330-362, April.
    4. Van Parys, Jessica & Brown, Zach Y., 2024. "Broadband Internet access and health outcomes: Patient and provider responses in Medicare," International Journal of Industrial Organization, Elsevier, vol. 95(C).
    5. Sofia Amaral-Garcia & Mattia Nardotto & Carol Propper & Tommaso Valletti, 2022. "Mums Go Online: Is the Internet Changing the Demand for Health Care?," The Review of Economics and Statistics, MIT Press, vol. 104(6), pages 1157-1173, November.
    6. 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.
    7. 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.
    8. Alfredo Del Monte & Alessandro De Iudicibus & Sara Moccia & Luca Pennacchio, 2022. "Speed of spending and government decentralization: evidence from Italy," Regional Studies, Taylor & Francis Journals, vol. 56(12), pages 2133-2146, December.
    9. 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.
    10. Martin Gaynor & Carol Propper & Stephan Seiler, 2016. "Free to Choose? Reform, Choice, and Consideration Sets in the English National Health Service," American Economic Review, American Economic Association, vol. 106(11), pages 3521-3557, November.
    11. Chou, Shin-Yi & Deily, Mary E. & Li, Suhui & Lu, Yi, 2014. "Competition and the impact of online hospital report cards," Journal of Health Economics, Elsevier, vol. 34(C), pages 42-58.
    12. 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.
    13. Sofia Amaral‐Garcia & Mattia Nardotto & Carol Propper & Tommaso Valletti, 2024. "Information and vaccine hesitancy: The role of broadband Internet," Health Economics, John Wiley & Sons, Ltd., vol. 33(9), pages 1936-1948, September.
    14. Guccio, Calogero & Lisi, Domenico & Martorana, Marco Ferdinando & Pignataro, Giacomo, 2024. "Is local competition effective in improving quality and efficiency of hospitals? Insights from an asymmetric spatial competition model," Research in Economics, Elsevier, vol. 78(3).
    15. Dario D’Ingiullo & Valentina Evangelista, 2020. "Institutional quality and innovation performance: evidence from Italy," Regional Studies, Taylor & Francis Journals, vol. 54(12), pages 1724-1736, December.
    16. Giovanni Carnazza & Raffaele Lagravinese & Paolo Liberati & Irene Torrini, 2024. "Monetary flows for health mobility: The Italian NHS from a network perspective," SERIES 01-2024, Dipartimento di Economia e Finanza - Università degli Studi di Bari "Aldo Moro", revised Mar 2024.
    17. 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, December.
    18. De Luca, Giacomo & Lisi, Domenico & Martorana, Marco & Siciliani, Luigi, 2021. "Does higher Institutional Quality improve the Appropriateness of Healthcare Provision?," Journal of Public Economics, Elsevier, vol. 194(C).
    19. Adalgiso Amendola & Cristian Barra & Roberto Zotti, 2023. "Universities, Local Economic Productivity and Quality of Institutions: Evidence From Italy," International Regional Science Review, , vol. 46(2), pages 179-209, March.
    20. Laura Levaggi & Rosella Levaggi, 2024. "Spatial Competition Models in Health Care Markets: A Review," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 65(3), pages 721-743, November.
    21. 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.
    22. Antonella Rita Ferrara & Rosanna Nisticò, 2019. "Does Institutional Quality Matter for Multidimensional Well-Being Inequalities? Insights from Italy," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 145(3), pages 1063-1105, October.
    23. 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.
    24. 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).
    25. Andritsos, Dimitrios A. & Tang, Christopher S., 2014. "Introducing competition in healthcare services: The role of private care and increased patient mobility," European Journal of Operational Research, Elsevier, vol. 234(3), pages 898-909.
    26. Dimitrios Andritsos & Christopher S. Tang, 2014. "Introducing competition in healthcare services: The role of private care and increased patient mobility," Post-Print hal-00977175, HAL.
    27. 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)

    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. Berta, Paolo & Guerriero, Carla & Levaggi, Rosella, 2021. "Hospitals’ strategic behaviours and patient mobility: Evidence from Italy," Socio-Economic Planning Sciences, Elsevier, vol. 77(C).
    2. Li, Zhong-Ping & Wang, Jian-Jun, 2021. "Effects of healthcare quality and reimbursement rate in a hospital association," Socio-Economic Planning Sciences, Elsevier, vol. 76(C).
    3. Laura Levaggi & Rosella Levaggi, 2024. "Spatial Competition Models in Health Care Markets: A Review," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 65(3), pages 721-743, November.
    4. 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).
    5. Sofia Amaral‐Garcia & Mattia Nardotto & Carol Propper & Tommaso Valletti, 2024. "Information and vaccine hesitancy: The role of broadband Internet," Health Economics, John Wiley & Sons, Ltd., vol. 33(9), pages 1936-1948, September.
    6. 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.
    7. 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.
    8. 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).
    9. Frischhut, Markus & Levaggi, Rosella, 2024. "With a little help from my (neighbouring) friends. ‘Border region patient mobility’ in the European Union: A policy analysis," Health Policy, Elsevier, vol. 146(C).
    10. Maria Alessandra Antonelli & Giorgia Marini, 2023. "Good health with good institutions. An empirical analysis for italian regions," Public Finance Research Papers 61, Istituto di Economia e Finanza, DSGE, Sapienza University of Rome.
    11. Levaggi, Laura & Levaggi, Rosella, 2023. "Competition in the provision of hospital care: Are mixed markets a valid alternative?," Economic Modelling, Elsevier, vol. 127(C).
    12. Levaggi, Laura & Levaggi, Rosella, 2020. "Is there scope for mixed markets in the provision of hospital care?," Social Science & Medicine, Elsevier, vol. 247(C).
    13. 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.
    14. M. Alessandra Antonelli & Giorgia Marini, 2025. "Do institutions matter for citizens’ health status? Empirical evidence from Italy," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 26(1), pages 95-115, February.
    15. 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.
    16. Sofia Amaral-Garcia & Mattia Nardotto & Carol Propper & Tommaso Valletti, 2022. "Mums Go Online: Is the Internet Changing the Demand for Health Care?," The Review of Economics and Statistics, MIT Press, vol. 104(6), pages 1157-1173, November.
    17. Gravelle, Hugh & Liu, Dan & Propper, Carol & Santos, Rita, 2019. "Spatial competition and quality: Evidence from the English family doctor market," Journal of Health Economics, Elsevier, vol. 68(C).
    18. 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.
    19. Giuseppe Moscelli & Hugh Gravelle & Luigi Siciliani, 2018. "Effects of Market Structure and Patient Choice on Hospital Quality for Planned Patients," School of Economics Discussion Papers 1118, School of Economics, University of Surrey.
    20. Van Parys, Jessica & Brown, Zach Y., 2024. "Broadband Internet access and health outcomes: Patient and provider responses in Medicare," International Journal of Industrial Organization, Elsevier, vol. 95(C).

    More about this item

    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:762. 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.