IDEAS home Printed from https://ideas.repec.org/a/eee/hepoli/v163y2026ics0168851025002477.html

Impact of quality clusters on antibiotic prescribing patterns. A difference-in-differences study from Danish general practice

Author

Listed:
  • Bjørnskov Pedersen, Line
  • Bundgaard, Maria
  • Klausen Fredslund, Eskild
  • Søndergaard, Jens
  • Brostrøm Kousgaard, Marius
  • Wehberg, Sonja
  • Ejg Jarbøl, Dorte

Abstract

Globally, a more rational use of antibiotics is needed to face the threat of antimicrobial resistance. In 2018, quality clusters were introduced in Danish general practice as a new quality improvement initiative. In the clusters, general practitioners engage in self-selected quality improvement topics, such as antibiotics prescribing. This study investigates whether engaging with antibiotics as a topic in quality clusters improves antibiotics prescribing, and whether choice and number of quality improvement strategies matter for behaviour change. We link register data on redeemed antibiotics prescriptions from Danish general practice from 2015–2020 with survey data from 2020 on whether, when, and how practices in clusters engaged with antibiotics as a quality improvement topic. We use a difference-in-differences approach including general practice fixed effects and practice-averaged time-varying patient population characteristics in linear regressions models. We find that practices engaged with antibiotics as a quality improvement topic increase their proportion of narrow spectrum antibiotics prescriptions compared to other practices, while there is no difference in changes in the total number of prescribed antibiotics. Neither the choice nor the number of surveyed quality improvement strategies seem to influence the behavioural outcomes. In conclusion, engaging in antibiotics in quality clusters to some extent improved antibiotic prescribing.

Suggested Citation

  • Bjørnskov Pedersen, Line & Bundgaard, Maria & Klausen Fredslund, Eskild & Søndergaard, Jens & Brostrøm Kousgaard, Marius & Wehberg, Sonja & Ejg Jarbøl, Dorte, 2026. "Impact of quality clusters on antibiotic prescribing patterns. A difference-in-differences study from Danish general practice," Health Policy, Elsevier, vol. 163(C).
  • Handle: RePEc:eee:hepoli:v:163:y:2026:i:c:s0168851025002477
    DOI: 10.1016/j.healthpol.2025.105493
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0168851025002477
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.healthpol.2025.105493?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    2. Jonathan Roth & Pedro H. C. Sant’Anna, 2023. "Efficient Estimation for Staggered Rollout Designs," Journal of Political Economy Microeconomics, University of Chicago Press, vol. 1(4), pages 669-709.
    3. repec:plo:pone00:0202616 is not listed on IDEAS
    4. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    5. 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.
    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. Arne Henningsen & Guy Low & David Wuepper & Tobias Dalhaus & Hugo Storm & Dagim Belay & Stefan Hirsch, 2026. "Estimating Causal Effects With Observational Data: Guidelines for Agricultural and Applied Economists," Journal of Agricultural Economics, Wiley Blackwell, vol. 77(2), pages 356-382, June.
    2. Evren Damar & Ian Lange & Caitlin McKennie & Mirko Moro, 2024. "Banking deregulation and consumption of home durables," Climatic Change, Springer, vol. 177(3), pages 1-20, March.
    3. Angelo Leogrande & Mauro Di Molfetta & Valeria Notarnicola & Maria Giovanna Trotta, 2026. "Picking Winners or Marking Them? Timing-Based Evaluation of Innovation Certification," Working Papers hal-05662584, HAL.
    4. Rufrancos, Héctor & Moro, Mirko & Moore, Eva, 2021. "The impact of University reopenings on COVID-19 cases in Scotland," GLO Discussion Paper Series 868, Global Labor Organization (GLO).
    5. Melecky, Martin & Ruiz Ortega, Claudia & Bizhan, Asset & Jambal, Ganbaatar, 2026. "Do State SME Programs Work ? Evidence from Loan Subsidies and Credit Guarantees in Kazakhstan," Policy Research Working Paper Series 11344, The World Bank.
    6. Lewis, Blane D. & Dong, Sarah, 2025. "The transition to direct mayoral elections in clientelistic environments: Causal public spending and service delivery effects," Journal of Development Economics, Elsevier, vol. 172(C).
    7. Vod Vilfort, 2026. "Robust Inference for Weighted Estimands," Papers 2607.07524, arXiv.org.
    8. Heeyun Kim, 2024. "A Fad or the New Norm for Student Access Today? Evaluating Enrollment Outcomes of Holistic Admissions in South Korea," Research in Higher Education, Springer;Association for Institutional Research, vol. 65(5), pages 1040-1064, August.
    9. Yuhao Deng & Le Kang, 2026. "Doubly Robust Estimation of Treatment Effects in Staggered Difference-in-Differences with Time-Varying Covariates," Papers 2603.04080, arXiv.org.
    10. Trond Flaarønning, 2025. "Union decline through extension of collective agreements?," British Journal of Industrial Relations, London School of Economics, vol. 63(1), pages 100-129, March.
    11. Kleinschmidt, Viktoria & Roesel, Felix & Gaebler, Stefanie, 2026. "Tram networks and urban mobility: Evidence from German cities," Transport Policy, Elsevier, vol. 179(C).
    12. Clément de Chaisemartin & Xavier D’Haultfœuille, 2023. "Two-way fixed effects and differences-in-differences with heterogeneous treatment effects: a survey," The Econometrics Journal, Royal Economic Society, vol. 26(3), pages 1-30.
    13. Bas Scheer & Wiljan van den Berge & Maarten Goos & Alan Manning & Anna Salomons, 2022. "Alternative Work Arrangements and Worker Outcomes: Evidence from Payrolling," CPB Discussion Paper 435, CPB Netherlands Bureau for Economic Policy Analysis.
    14. Mac Clay, Pablo & Börner, Jan & Sellare, Jorge, 2023. "Institutional and macroeconomic stability mediate the effect of auctions on renewable energy capacity," Energy Policy, Elsevier, vol. 180(C).
    15. Catalina Amuedo‐Dorantes & Francisca M. Antman, 2022. "De facto immigration enforcement, ICE raid awareness, and worker engagement," Economic Inquiry, Western Economic Association International, vol. 60(1), pages 373-391, January.
    16. D. Mark Anderson & Yang Liang & Joseph J. Sabia, 2024. "Mandatory seatbelt laws and traffic fatalities: A reassessment," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(3), pages 513-521, April.
    17. Nadja van 't Hoff & Giovanni Mellace & Seetha Menon, 2025. "Gender Differences in Healthcare Utilisation -- Evidence from Unexpected Adverse Health Shocks," Papers 2509.01310, arXiv.org.
    18. Stefan Bauernschuster & Michael Grimm & Cathy M. Hajo, 2023. "The Impact of Margaret Sanger’s Birth Control Clinics on Early 20th Century U.S. Fertility and Mortality," CESifo Working Paper Series 10421, CESifo.
    19. Fabio Bothner & Annette Elisabeth Töller & Paul Philipp Schnase, 2022. "Do Lawsuits by ENGOs Improve Environmental Quality? Results from the Field of Air Pollution Policy in Germany," Sustainability, MDPI, vol. 14(11), pages 1-18, May.
    20. Bradford, Ashley C. & Fu, Wei & You, Shijun, 2024. "The devastating dance between opioid and housing crises: Evidence from OxyContin reformulation," Journal of Health Economics, Elsevier, vol. 98(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J44 - Labor and Demographic Economics - - Particular Labor Markets - - - Professional Labor Markets and Occupations
    • J48 - Labor and Demographic Economics - - Particular Labor Markets - - - Particular Labor Markets; Public Policy

    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:hepoli:v:163:y:2026:i:c:s0168851025002477. 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 or the person in charge (email available below). General contact details of provider: http://www.elsevier.com/locate/healthpol .

    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.