IDEAS home Printed from https://ideas.repec.org/p/yor/hectdg/26-06.html

Infrastructure or Knowledge? Investment Priorities for Promoting the Adoption of Digital Health Tools

Author

Listed:
  • Bertoli; P.;
  • Grembi; V.;

Abstract

As COVID-19 pandemic accelerated the digitalization of healthcare, prompting large public investments in the sector, it remains unclear whether the initial shock generated a stable adoption of digital health tools and the full exploitation of their functionalities. Using the case of the Electronic Health Records (EHR) in Italy, we show that a remarkable increase in its use in the aftermath of the pandemic is not necessarily associated to an equal understanding of its scope and functions by potential patients. Exploiting a 2020 reform and variation in pandemic exposure, we show that a one-standard- deviation increase in exposure increased EHR reported use by 39%, driven by records feeding and medical needs. We then leverage a December 2024 national media campaign on the EHR to conduct an original survey focused on its adoption. Among the main evidence is that the acknowledgment of the EHR existence does not translate into effective knowledge, access, or regular use. Engagement is more strongly associated with trust and digital attitudes than with most traditional socio-economic factors. Progress along the adoption chain depends on perceived needs, institutional confidence, and willingness to engage with digital tools. To provide an understanding of how to increase perceived benefits and willingness to engage with the EHR, we randomize information treatments based on the Technology Acceptance Model. Overall, our findings suggest that the effectiveness of large-scale digital health investments depends critically on citizens’ awareness, trust, and engagement, and that more tailored information campaigns are needed to improve the general literacy of digital tools once they are introduced or potentiated.

Suggested Citation

  • Bertoli; P.; & Grembi; V.;, 2026. "Infrastructure or Knowledge? Investment Priorities for Promoting the Adoption of Digital Health Tools," Health, Econometrics and Data Group (HEDG) Working Papers 26/06, HEDG, c/o Department of Economics, University of York.
  • Handle: RePEc:yor:hectdg:26/06
    as

    Download full text from publisher

    File URL: https://www.york.ac.uk/media/economics/documents/hedg/workingpapers/2026/2606.pdf
    File Function: Main text
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Henrik Jacobsen Kleven & Wojciech Kopczuk, 2011. "Transfer Program Complexity and the Take-Up of Social Benefits," American Economic Journal: Economic Policy, American Economic Association, vol. 3(1), pages 54-90, February.
    2. Asensio, Omar Isaac & Delmas, Magali A., 2016. "The dynamics of behavior change: Evidence from energy conservation," Journal of Economic Behavior & Organization, Elsevier, vol. 126(PA), pages 196-212.
    3. Burnel, Philippe, 2018. "The introduction of electronic medical records in France: More progress during the second attempt," Health Policy, Elsevier, vol. 122(9), pages 937-940.
    4. Diva Dhar & Tarun Jain & Seema Jayachandran, 2022. "Reshaping Adolescents' Gender Attitudes: Evidence from a School-Based Experiment in India," American Economic Review, American Economic Association, vol. 112(3), pages 899-927, March.
    5. Saurabh Bhargava & Dayanand Manoli, 2015. "Psychological Frictions and the Incomplete Take-Up of Social Benefits: Evidence from an IRS Field Experiment," American Economic Review, American Economic Association, vol. 105(11), pages 3489-3529, November.
    6. Kamal, Syeda Ayesha & Shafiq, Muhammad & Kakria, Priyanka, 2020. "Investigating acceptance of telemedicine services through an extended technology acceptance model (TAM)," Technology in Society, Elsevier, vol. 60(C).
    7. Ovretveit, John & Scott, Tim & Rundall, Thomas G. & Shortell, Stephen M. & Brommels, Mats, 2007. "Implementation of electronic medical records in hospitals: two case studies," Health Policy, Elsevier, vol. 84(2-3), pages 181-190, December.
    8. Amy Finkelstein & Matthew J Notowidigdo, 2019. "Take-Up and Targeting: Experimental Evidence from SNAP," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1505-1556.
    9. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    10. Melanie Lisac & Kerstin Blum & Sophia Schlette & Hans Maarse & Yvette Bartholomée & David McDaid & Adam Oliver & Ignacio Abásolo & Beatriz Lopez-Valcarcel & Gianluca Fiorentini & Matteo Lippi Bruni & , 2008. "Health Systems and Health Reform in Europe," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 43(4), pages 184-218, July.
    11. Wilson, Karen & Khansa, Lara, 2018. "Migrating to electronic health record systems: A comparative study between the United States and the United Kingdom," Health Policy, Elsevier, vol. 122(11), pages 1232-1239.
    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. Plous Kresch, Evan & Lorán López, Carlota, 2025. "HKC03 - Leading a horse to water: Understanding the potential consequences of ordeals in subsidized tariff pricing," Oberlin College Kasper Economics and Business Working Papers Series 2503, Oberlin College, Department of Economics.
    2. Robert W. Hahn & Robert D. Metcalfe, 2021. "Efficiency and Equity Impacts of Energy Subsidies," American Economic Review, American Economic Association, vol. 111(5), pages 1658-1688, May.
    3. Friedrichsen, Jana & König, Tobias & Schmacker, Renke, 2018. "Social image concerns and welfare take-up," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 168, pages 174-192.
    4. Keith Marzilli Ericson & Timothy J. Layton & Adrianna McIntyre & Adam Sacarny, 2023. "Reducing Administrative Barriers Increases Take-up of Subsidized Health Insurance Coverage: Evidence from a Field Experiment," NBER Working Papers 30885, National Bureau of Economic Research, Inc.
    5. Leonard M. Lopoo & Colleen Heflin & Boskovski, 2020. "Testing behavioral interventions designed to improve on-time SNAP recertification," Journal of Behavioral Public Administration, Center for Experimental and Behavioral Public Administration, vol. 3(2).
    6. Ha Trong Nguyen & Huong Thu Le & Luke B Connelly, 2021. "Who's declining the “free lunch”? New evidence from the uptake of public child dental benefits," Health Economics, John Wiley & Sons, Ltd., vol. 30(2), pages 270-288, February.
    7. Guan, Hongyu & Yang, Tianli & Zhang, Yunyun & Shi, Yaojiang, 2023. "Time's ticking! Effects of deadline on the utilization of health services: Evidence from a cluster-randomized controlled trial," Social Science & Medicine, Elsevier, vol. 338(C).
    8. Jason B. Cook & Chloe N. East, 2023. "The Effect of Means-Tested Transfers on Work: Evidence from Quasi-Randomly Assigned SNAP Caseworkers," NBER Working Papers 31307, National Bureau of Economic Research, Inc.
    9. Julie Janssens & Natascha Van Mechelen, 2017. "Who is to Blame? An Overview of the Factors Contributing to the Non-Take-Up of Social Rights," Working Papers 1708, Herman Deleeck Centre for Social Policy, University of Antwerp.
    10. B. Boutchenik & R. Lardeux, 2020. "The Take-Up of Unemployment Benefit Extensions," Documents de Travail de l'Insee - INSEE Working Papers g2020-02, Institut National de la Statistique et des Etudes Economiques.
    11. Laura Castell & Marc Gurgand & Clément Imbert & Todor Tochev, 2024. "Take-up of Social Benefits: Experimental Evidence from France," PSE Working Papers halshs-04720989, HAL.
    12. Tatiana Homonoff & Jason Somerville, 2021. "Program Recertification Costs: Evidence from SNAP," American Economic Journal: Economic Policy, American Economic Association, vol. 13(4), pages 271-298, November.
    13. Cairo, Sofie & Mahlstedt, Robert, 2021. "Transparency of the Welfare System and Labor Market Outcomes of Unemployed Workers," IZA Discussion Papers 14940, IZA Network @ LISER.
    14. C. Yiwei Zhang & Jeffrey Hemmeter & Judd B. Kessler & Robert D. Metcalfe & Robert Weathers, 2023. "Nudging Timely Wage Reporting: Field Experimental Evidence from the U.S. Supplemental Security Income Program," Management Science, INFORMS, vol. 69(3), pages 1341-1353, March.
    15. Nolan Ritter & Julia Anna Bingler, 2021. "Do homo sapiens know their prices? Insights on dysfunctional price mechanisms from a large field experiment," CER-ETH Economics working paper series 21/348, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    16. Jan-Emmanuel De Neve & Clément Imbert & Johannes Spinnewijn & Teodora Tsankova & Maarten Luts, 2021. "How to Improve Tax Compliance? Evidence from Population-Wide Experiments in Belgium," Journal of Political Economy, University of Chicago Press, vol. 129(5), pages 1425-1463.
    17. Waldenström, Daniel & Bastani, Spencer, 2020. "The Ability Gradient in Bunching," Working Paper Series 1333, Research Institute of Industrial Economics.
    18. Hauck, Tobias & Wallossek, Luisa, 2024. "Optional (non-)filing and effective taxation," Journal of Public Economics, Elsevier, vol. 238(C).
    19. Cairo, Sofie & Mahlstedt, Robert, 2023. "The disparate effects of information provision: A field experiment on the work incentives of social welfare," Journal of Public Economics, Elsevier, vol. 226(C).
    20. Bahety, Girija & Bauhoff, Sebastian & Patel, Dev & Potter, James, 2021. "Texts don’t nudge: An adaptive trial to prevent the spread of COVID-19 in India," Journal of Development Economics, Elsevier, vol. 153(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • H51 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Health
    • H75 - Public Economics - - State and Local Government; Intergovernmental Relations - - - State and Local Government: Health, Education, and Welfare
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior

    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:yor:hectdg:26/06. 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: Jane Rawlings (email available below). General contact details of provider: https://edirc.repec.org/data/deyoruk.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.