IDEAS home Printed from https://ideas.repec.org/a/spr/eujhec/v24y2023i3d10.1007_s10198-022-01486-2.html
   My bibliography  Save this article

Impact of a diabetes disease management program on guideline-adherent care, hospitalization risk and health care costs: a propensity score matching study using real-world data

Author

Listed:
  • Marc Höglinger

    (Zurich University of Applied Sciences)

  • Brigitte Wirth

    (Zurich University of Applied Sciences)

  • Maria Carlander

    (Zurich University of Applied Sciences)

  • Cornelia Caviglia

    (Medbase Health Care Provider)

  • Christian Frei

    (Swica Health Insurance)

  • Birgitta Rhomberg

    (Swica Health Insurance)

  • Adrian Rohrbasser

    (Medbase Health Care Provider
    University of Bern)

  • Maria Trottmann

    (Swica Health Insurance)

  • Klaus Eichler

    (Zurich University of Applied Sciences)

Abstract

Objective To evaluate the impact of a DMP for patients with diabetes mellitus in a Swiss primary care setting. Methods In a prospective observational study, we compared diabetes patients in a DMP (intervention group; N = 538) with diabetes patients receiving usual care (control group; N = 5050) using propensity score matching with entropy balancing. Using a difference-in-difference (DiD) approach, we compared changes in outcomes from baseline (2017) to 1-year (2017/18) and to 2-year follow-up (2017/19). Outcomes included four measures for guideline-adherent diabetes care, hospitalization risk, and health care costs. Results We identified a positive impact of the DMP on the share of patients fulfilling all measures for guideline-adherent care [DiD 2017/18: 7.2 percentage-points, p

Suggested Citation

  • Marc Höglinger & Brigitte Wirth & Maria Carlander & Cornelia Caviglia & Christian Frei & Birgitta Rhomberg & Adrian Rohrbasser & Maria Trottmann & Klaus Eichler, 2023. "Impact of a diabetes disease management program on guideline-adherent care, hospitalization risk and health care costs: a propensity score matching study using real-world data," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 24(3), pages 469-478, April.
    • Handle: RePEc:spr:eujhec:v:24:y:2023:i:3:d:10.1007_s10198-022-01486-2
    DOI: 10.1007/s10198-022-01486-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10198-022-01486-2
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10198-022-01486-2?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    2. Wolfgang Greiner, 2005. "Health economic evaluation of disease management programs," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 6(3), pages 191-196, September.
    3. Martin Huber & Michael Lechner & Andreas Steinmayr, 2015. "Radius matching on the propensity score with bias adjustment: tuning parameters and finite sample behaviour," Empirical Economics, Springer, vol. 49(1), pages 1-31, August.
    4. King, Gary & Nielsen, Richard, 2019. "Why Propensity Scores Should Not Be Used for Matching," Political Analysis, Cambridge University Press, vol. 27(4), pages 435-454, October.
    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. Seonho Shin, 2022. "Evaluating the Effect of the Matching Grant Program for Refugees: An Observational Study Using Matching, Weighting, and the Mantel-Haenszel Test," Journal of Labor Research, Springer, vol. 43(1), pages 103-133, March.
    2. Badruddoza, Syed & Amin, Modhurima Dey, 2023. "Impacts of Teaching Modality on U.S. COVID-19 Spread in Fall 2020 Semester," Applied Economics Teaching Resources (AETR), Agricultural and Applied Economics Association, vol. 5(1), January.
    3. Florian Gunsilius & Yuliang Xu, 2021. "Matching for causal effects via multimarginal unbalanced optimal transport," Papers 2112.04398, arXiv.org, revised Jul 2022.
    4. Ehrenfried, Felix & Holzner, Christian, 2019. "Dynamics and endogeneity of firms’ recruitment behaviour," Labour Economics, Elsevier, vol. 57(C), pages 63-84.
    5. Qi Guo & Lawrence Kryzanowski & Mingyang Li & Jie Zhang, 2021. "Share‐loan pledging and relaxation of share‐repurchase restrictions in China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(5), pages 5925-5964, December.
    6. Frölich, Markus & Huber, Martin & Wiesenfarth, Manuel, 2017. "The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation," Computational Statistics & Data Analysis, Elsevier, vol. 115(C), pages 91-102.
    7. Hübler Olaf, 2020. "The Gender-specific Role of Body Weight for Health, Earnings and Life Satisfaction in Piecewise and Simultaneous Equations Models," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 240(5), pages 653-676, October.
    8. Chowdhury, Hasibul & Rahman, Shofiqur, 2023. "Do tournament incentives affect corporate dividend policy?," Journal of Banking & Finance, Elsevier, vol. 152(C).
    9. Bensch, Gunther & Kluve, Jochen & Stöterau, Jonathan, 2021. "The market-based dissemination of energy-access technologies as a business model for rural entrepreneurs: Evidence from Kenya," Resource and Energy Economics, Elsevier, vol. 66(C).
    10. Liang, Jian & Alexeev, Sergey, 2023. "Harm reduction or amplification? The adverse impact of a supervised injection room on housing prices," Regional Science and Urban Economics, Elsevier, vol. 98(C).
    11. Berger, Marius & Gottschalk, Sandra, 2021. "Financing and advising early stage startups: The effect of angel investor subsidies," ZEW Discussion Papers 21-069, ZEW - Leibniz Centre for European Economic Research.
    12. Mehmet Ugur & Eshref Trushin, 2023. "Information asymmetry, risk aversion and R&D subsidies: effect-size heterogeneity and policy conundrums," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 32(8), pages 1190-1215, November.
    13. Onur Bayar & Yini Liu & Juan Mao, 2023. "Shareholder litigation and short selling ahead of private equity placements," The Financial Review, Eastern Finance Association, vol. 58(4), pages 833-858, November.
    14. Hübler, Olaf, 2019. "The Role of Body Weight for Health, Earnings and Life Satisfaction," IZA Discussion Papers 12078, Institute of Labor Economics (IZA).
    15. Sunil Mithas & Yanzhen Chen & Yatang Lin & Alysson De Oliveira Silveira, 2022. "On the causality and plausibility of treatment effects in operations management research," Production and Operations Management, Production and Operations Management Society, vol. 31(12), pages 4558-4571, December.
    16. Thomas Conlon & Xing Huan & Steven Ongena, 2020. "Operational Risk Capital," Swiss Finance Institute Research Paper Series 20-55, Swiss Finance Institute.
    17. Milena Nikolova & Boris Nikolaev & Olga Popova, 2021. "The perceived well-being and health costs of exiting self-employment," Small Business Economics, Springer, vol. 57(4), pages 1819-1836, December.
    18. Hugo Bodory & Lorenzo Camponovo & Martin Huber & Michael Lechner, 2020. "The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(1), pages 183-200, January.
    19. Searat Ali & Benjamin Liu & Jen Je Su, 2022. "Does corporate governance have a differential effect on downside and upside risk?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 49(9-10), pages 1642-1695, October.
    20. Keeler, Zachary T. & Stephens, Heather M., 2020. "Valuing shale gas development in resource-dependent communities," Resources Policy, Elsevier, vol. 69(C).

    More about this item

    Keywords

    Disease management; Diabetes; Structured treatment program; Primary care; Quality of care; Program evaluation;
    All these 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:spr:eujhec:v:24:y:2023:i:3:d:10.1007_s10198-022-01486-2. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.