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Does uptake of specialty care affect HRQoL development in COPD patients beneficially? A difference-in-difference analysis linking claims and survey data

Author

Listed:
  • Alisa Stöber

    (Helmholtz Zentrum München
    Pettenkoffer School of Public Health
    Ludwig-Maximilians-University Munich (LMU))

  • Pavo Marijic

    (Helmholtz Zentrum München
    Pettenkoffer School of Public Health
    Ludwig-Maximilians-University Munich (LMU))

  • Christoph Kurz

    (Ludwig-Maximilians-University Munich (LMU))

  • Larissa Schwarzkopf

    (Helmholtz Zentrum München
    Pettenkoffer School of Public Health
    Member of the German Center for Lung Research (DZL)
    Institut Fuer Therapieforschung (IFT), Working Group Therapy and Health Services Research)

  • Florian Kirsch

    (Helmholtz Zentrum München
    AOK Bayern)

  • Anja Schramm

    (AOK Bayern)

  • Reiner Leidl

    (Helmholtz Zentrum München
    Ludwig-Maximilians-University Munich (LMU)
    Member of the German Center for Lung Research (DZL))

Abstract

Background There is an evidence gap on whether the choice of specialty care beneficially affects health-related quality of life (HRQoL) in patients with chronic obstructive pulmonary disease (COPD). This study analyzes how newly initiated pulmonologist care affects the generic and disease-specific HRQoL in COPD patients over a period of 1 year. Methods We linked claims data with data from two survey waves to investigate the longitudinal effect of specialty care on HRQoL using linear Difference-in-Difference models based on 1:3 propensity score matched data. Generic HRQoL was operationalized by EQ-5D-5L visual analog scale (VAS), and disease-specific HRQoL by COPD assessment test (CAT). Subgroup analyses examined COPD patients with low (GOLD AB) and high (GOLD CD) exacerbation risk. Results In contrast to routine care patients, pulmonologists’ patients (n = 442) experienced no significant deterioration in HRQoL (VAS − 0.0, p = 0.9870; CAT + 0.5, p = 0.0804). Models unveiled a small comparative advantage of specialty care on HRQoL (mean change: CAT − 0.8, VAS + 2.9), which was especially pronounced for GOLD AB (CAT − 0.7; VAS + 3.1). Conclusion The uptake of pulmonologist care had a statistically significant, but not clinically relevant, beneficial impact on the development of HRQoL by slowing down overall HRQoL deterioration within 1 year. Including specialty care more appropriately in COPD management, especially at lower disease stages (GOLD AB), could thus improve patients’ health outcome.

Suggested Citation

  • Alisa Stöber & Pavo Marijic & Christoph Kurz & Larissa Schwarzkopf & Florian Kirsch & Anja Schramm & Reiner Leidl, 2023. "Does uptake of specialty care affect HRQoL development in COPD patients beneficially? A difference-in-difference analysis linking claims and survey data," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 24(9), pages 1561-1573, December.
    • Handle: RePEc:spr:eujhec:v:24:y:2023:i:9:d:10.1007_s10198-022-01562-7
    DOI: 10.1007/s10198-022-01562-7
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    References listed on IDEAS

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    1. Richard Blundell & Monica Costa Dias, 2000. "Evaluation methods for non-experimental data," Fiscal Studies, Institute for Fiscal Studies, vol. 21(4), pages 427-468, January.
    2. Zeileis, Achim, 2006. "Object-oriented Computation of Sandwich Estimators," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 16(i09).
    3. Ho, Daniel & Imai, Kosuke & King, Gary & Stuart, Elizabeth A., 2011. "MatchIt: Nonparametric Preprocessing for Parametric Causal Inference," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 42(i08).
    4. Alexis Diamond & Jasjeet S. Sekhon, 2013. "Genetic Matching for Estimating Causal Effects: A General Multivariate Matching Method for Achieving Balance in Observational Studies," The Review of Economics and Statistics, MIT Press, vol. 95(3), pages 932-945, July.
    5. Sekhon, Jasjeet S., 2011. "Multivariate and Propensity Score Matching Software with Automated Balance Optimization: The Matching package for R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 42(i07).
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    EQ-5D-5L; COPD assessment test; Longitudinal study; Real-world evidence; Specialty care; Pulmonologist;
    All these keywords.

    JEL classification:

    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • H43 - Public Economics - - Publicly Provided Goods - - - Project Evaluation; Social Discount Rate

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