IDEAS home Printed from https://ideas.repec.org/a/eee/ehbiol/v60y2026ics1570677x26000018.html

Telecare and elderly mortality: Evidence from Italian municipalities

Author

Listed:
  • Matteucci, Nicola
  • Picchio, Matteo
  • Santolini, Raffaella
  • Tchounkeu, Rostand Arland Yebetchou

Abstract

The growing ageing of the population in developed economies has necessitated the progressive use of advanced information and communication technologies for the home care of elderly individuals. The effect of these technologies on elderly health outcomes remains an open issue. This study analyzes the impact of telecare on the mortality rate of elderly people in Italy using data at the municipal level and a doubly robust difference-in-differences design. Our results show that telecare services significantly reduced the mortality rate of the elderly aged 65 and over by 1.7 individuals per 1000 inhabitants. This effect is sizeable, since it is a 4 % decrease in the elderly mortality rate relatively to the average elderly mortality rate in the treated municipalities. The effect was greater in municipalities with a large proportion of childless elderly people, suggesting that telecare may be particularly useful for the elderly who find it more difficult to rely on strong family ties. Moreover, it was larger in small municipalities, indicating that telecare may be more effective in areas where there is a greater need to compensate for a lower provision of traditional social and health care services.

Suggested Citation

  • Matteucci, Nicola & Picchio, Matteo & Santolini, Raffaella & Tchounkeu, Rostand Arland Yebetchou, 2026. "Telecare and elderly mortality: Evidence from Italian municipalities," Economics & Human Biology, Elsevier, vol. 60(C).
  • Handle: RePEc:eee:ehbiol:v:60:y:2026:i:c:s1570677x26000018
    DOI: 10.1016/j.ehb.2026.101571
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1570677X26000018
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ehb.2026.101571?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or

    for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Leonardo Becchetti & Alessandra Pelloni & Fiammetta Rossetti, 2008. "Relational Goods, Sociability, and Happiness," Kyklos, Wiley Blackwell, vol. 61(3), pages 343-363, August.
    2. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    3. Milad Karimi & John Brazier, 2016. "Health, Health-Related Quality of Life, and Quality of Life: What is the Difference?," PharmacoEconomics, Springer, vol. 34(7), pages 645-649, July.
    4. R. Veenhoven, 2008. "Healthy happiness: effects of happiness on physical health and the consequences for preventive health care," Journal of Happiness Studies, Springer, vol. 9(3), pages 449-469, September.
    5. Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 1-19.
    6. Agar Brugiavini & Ludovico Carrino & Giacomo Pasini, 2023. "Long-term Care in Italy," NBER Working Papers 31861, National Bureau of Economic Research, Inc.
    7. Rotondi, Valentina & Stanca, Luca & Tomasuolo, Miriam, 2017. "Connecting alone: Smartphone use, quality of social interactions and well-being," Journal of Economic Psychology, Elsevier, vol. 63(C), pages 17-26.
    8. Bruni, Luigino & Stanca, Luca, 2008. "Watching alone: Relational goods, television and happiness," Journal of Economic Behavior & Organization, Elsevier, vol. 65(3-4), pages 506-528, March.
    9. Lloyd Brandts & Theo G van Tilburg & Hans Bosma & Martijn Huisman & Piet A van den Brandt & Deborah S Carr, 2021. "Loneliness in Later Life and Reaching Longevity: Findings From the Longitudinal Aging Study Amsterdam," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 76(2), pages 415-424.
    10. Bruno S. Frey, 2018. "Economics of Happiness," SpringerBriefs in Economics, Springer, number 978-3-319-75807-7, December.
    11. Jiajia Chen & Angela K. Dills, 2024. "Does telemedicine save lives? Evidence on the effect of telemedicine parity laws on mortality rates," Southern Economic Journal, John Wiley & Sons, vol. 91(1), pages 12-37, July.
    12. Sant’Anna, Pedro H.C. & Zhao, Jun, 2020. "Doubly robust difference-in-differences estimators," Journal of Econometrics, Elsevier, vol. 219(1), pages 101-122.
    13. Nkiruka D Eze & Céu Mateus & Tiago Cravo Oliveira Hashiguchi, 2020. "Telemedicine in the OECD: An umbrella review of clinical and cost-effectiveness, patient experience and implementation," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-24, August.
    14. Maria Gabriella Melchiorre & Marco Socci & Sabrina Quattrini & Giovanni Lamura & Barbara D’Amen, 2022. "Frail Older People Ageing in Place in Italy: Use of Health Services and Relationship with General Practitioner," IJERPH, MDPI, vol. 19(15), pages 1-26, July.
    15. Bryan S. Graham & Cristine Campos De Xavier Pinto & Daniel Egel, 2012. "Inverse Probability Tilting for Moment Condition Models with Missing Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 1053-1079.
    16. Roth, Jonathan & Sant’Anna, Pedro H.C. & Bilinski, Alyssa & Poe, John, 2023. "What’s trending in difference-in-differences? A synthesis of the recent econometrics literature," Journal of Econometrics, Elsevier, vol. 235(2), pages 2218-2244.
    17. Nilufer Korkmaz Yaylagul & Hande Kirisik & Joana Bernardo & Carina Dantas & Willeke van Staalduinen & Maddalena Illario & Vincenzo De Luca & João Apóstolo & Rosa Silva, 2022. "Trends in Telecare Use among Community-Dwelling Older Adults: A Scoping Review," IJERPH, MDPI, vol. 19(24), pages 1-20, December.
    18. Milligan, Christine & Roberts, Celia & Mort, Maggie, 2011. "Telecare and older people: Who cares where?," Social Science & Medicine, Elsevier, vol. 72(3), pages 347-354, February.
    19. Marenzi, Anna & Rizzi, Dino & Zanette, Michele & Zantomio, Francesca, 2023. "Regional institutional quality and territorial equity in LTC provision," The Journal of the Economics of Ageing, Elsevier, vol. 26(C).
    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. Steven J. Bosworth & Dennis J. Snower, 2024. "Technological advance, social fragmentation and welfare," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 62(2), pages 197-232, March.
    2. Philipp Kollenda & Daniella Brals & Jane Kabubo‐Mariara & Remco Oostendorp & Menno Pradhan & Fedes van Rijn, 2024. "Ripe for contracts? Estimating the impact of an avocado producer organization contract farming intervention," Agricultural Economics, International Association of Agricultural Economists, vol. 55(5), pages 758-783, September.
    3. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    4. Mattia Filomena & Matteo Picchio, 2025. "You’ll never walk alone: unemployment, social networks and leisure activities," Oxford Economic Papers, Oxford University Press, vol. 77(4), pages 1062-1079.
    5. Kim, Bora & Lee, Myoung-jae, 2025. "Overlap-weighted difference-in-differences: A simple way to overcome poor propensity score overlap," Economics Letters, Elsevier, vol. 250(C).
    6. Banasaz, Mohammadmahdi & Bose, Niloy & Sedaghatkish, Nazanin, 2025. "Identification of loan effects on personal finance: A case for small U.S. entrepreneurs," Journal of Economic Behavior & Organization, Elsevier, vol. 234(C).
    7. Samia FERHAT, 2022. "The impact of university openings on labor market outcomes," Thema Working Papers 2022-18, THEMA (Théorie Economique, Modélisation et Applications), CY Cergy-Paris University, ESSEC and CNRS.
    8. Tetsuya Tsurumi & Rintaro Yamaguchi & Kazuki Kagohashi & Shunsuke Managi, 2021. "Correction to: Are Cognitive, Affective, and Eudaimonic Dimensions of Subjective Well-Being Differently Related to Consumption? Evidence from Japan," Journal of Happiness Studies, Springer, vol. 22(6), pages 2523-2523, August.
    9. Canzian, Giulia & Crivellaro, Elena & Duso, Tomaso & Ferrara, Antonella Rita & Sasso, Alessandro & Verzillo, Stefano, 2025. "The impact of financial support to firms during crises: The case of Covid aid in the EU," Journal of Economic Behavior & Organization, Elsevier, vol. 240(C).
    10. Bahia, Kalvin & Castells, Pau & Cruz, Genaro & Masaki, Takaaki & Pedrós, Xavier & Pfutze, Tobias & Rodríguez-Castelán, Carlos & Winkler, Hernán, 2024. "The welfare effects of mobile broadband internet: Evidence from Nigeria," Journal of Development Economics, Elsevier, vol. 170(C).
    11. Li, Daiyue & Jin, Yanhong & Cheng, Mingwang, 2024. "Unleashing the power of industrial robotics on firm productivity: Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 224(C), pages 500-520.
    12. Chen, Dapeng & Chou, Shin-Yi & Xue, Bingjin, 2026. "Bittersweet: Grandparenting and elderly mental health in the two-child policy era," Journal of Development Economics, Elsevier, vol. 179(C).
    13. Hans-Bernd Schaefer & Rok Spruk, 2024. "Islamic Law, Western European Law and the Roots of Middle East's Long Divergence: a Comparative Empirical Investigation (800-1600)," Papers 2401.14435, arXiv.org, revised Mar 2024.
    14. Sarracino, Francesco, 2013. "Determinants of subjective well-being in high and low income countries: Do happiness equations differ across countries?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 42(C), pages 51-66.
    15. Jie Xin & Jun Ma & Miao Miao & Wan Ni, 2025. "Assessing the Impact of the Film Industry Promotion Law on Chinese Film Enterprises: A PSM-DID Approach," SAGE Open, , vol. 15(4), pages 21582440251, October.
    16. Albanese, Andrea & Cockx, Bart & Dejemeppe, Muriel, 2022. "Long-Term Effects of Hiring Subsidies for Unemployed Youths - Beware of Spillovers," GLO Discussion Paper Series 1168, Global Labor Organization (GLO).
    17. Melnik, Walter & Smyth, Andrew, 2024. "R&D tax credits and innovation," Journal of Public Economics, Elsevier, vol. 236(C).
    18. Kazuki Kamimura & Shohei Okamoto & Kenichi Shiraishi & Kazuto Sumita & Kohei Komamura & Akiko Tsukao & Shinya Kuno, 2023. "Financial incentives for exercise and medical care costs," International Journal of Economic Policy Studies, Springer, vol. 17(1), pages 95-116, February.
    19. Yang Ning & Sida Peng & Jing Tao, 2020. "Doubly Robust Semiparametric Difference-in-Differences Estimators with High-Dimensional Data," Papers 2009.03151, arXiv.org.
    20. Jeffrey M Wooldridge, 2023. "Simple approaches to nonlinear difference-in-differences with panel data," The Econometrics Journal, Royal Economic Society, vol. 26(3), pages 31-66.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

    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:eee:ehbiol:v:60:y:2026:i:c:s1570677x26000018. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/622964 .

    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.