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HIT-6 and EQ-5D-5L in patients with migraine: assessment of common latent constructs and development of a mapping algorithm

Author

Listed:
  • Ana Sofia Oliveira Gonçalves

    (Charité - Universitätsmedizin, Berlin)

  • Dimitra Panteli

    (Technische Universität Berlin)

  • Lars Neeb

    (Charité - Universitätsmedizin Berlin)

  • Tobias Kurth

    (Charité - Universitätsmedizin, Berlin)

  • Annette Aigner

    (Charité - Universitätsmedizin Berlin
    Berlin Institute of Health (BIH))

Abstract

Objective The aims of this study were to assess whether there is a conceptual overlap between the questionnaires HIT-6 and EQ-5D and to develop a mapping algorithm allowing the conversion of HIT-6 to EQ-5D utility scores for Germany. Methods This study used data from an ongoing randomised controlled trial for patients suffering from migraine. We assessed the conceptual overlap between the two instruments with correlation matrices and exploratory factor analysis. Linear regression, tobit, mixture, and two-part models were used for mapping, accounting for repeated measurements, tenfold cross-validation was conducted to validate the models. Results We included 1010 observations from 410 patients. The EQ-5D showed a substantial ceiling effect (47.3% had the highest score) but no floor effect, while the HIT-6 showed a very small ceiling effect (0.5%). The correlation between the instruments’ total scores was moderate (− 0.30), and low to moderate among each domain (0.021–0.227). The exploratory factor analysis showed insufficient conceptual overlap between the instruments, as they load on different factors. Thus, there is reason to believe that the instruments’ domains do not capture the same latent constructs. To facilitate future mapping, we provide coefficients and a variance–covariance matrix for the preferred model, a two-part model with the total HIT-6 score as the explanatory variable. Conclusion This study showed that the German EQ-5D and the HIT-6 lack the conceptual overlap needed for appropriate mapping. Thus, the estimated mapping algorithms should only be used as a last resort for estimating utilities to be employed in economic evaluations.

Suggested Citation

  • Ana Sofia Oliveira Gonçalves & Dimitra Panteli & Lars Neeb & Tobias Kurth & Annette Aigner, 2022. "HIT-6 and EQ-5D-5L in patients with migraine: assessment of common latent constructs and development of a mapping algorithm," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 23(1), pages 47-57, February.
  • Handle: RePEc:spr:eujhec:v:23:y:2022:i:1:d:10.1007_s10198-021-01342-9
    DOI: 10.1007/s10198-021-01342-9
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    References listed on IDEAS

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    1. Tracey A. Young & Clara Mukuria & Donna Rowen & John E. Brazier & Louise Longworth, 2015. "Mapping Functions in Health-Related Quality of Life," Medical Decision Making, , vol. 35(7), pages 912-926, October.
    2. Mark J. Sculpher & Karl Claxton & Mike Drummond & Chris McCabe, 2006. "Whither trial‐based economic evaluation for health care decision making?," Health Economics, John Wiley & Sons, Ltd., vol. 15(7), pages 677-687, July.
    3. Drummond, Michael F. & Sculpher, Mark J. & Claxton, Karl & Stoddart, Greg L. & Torrance, George W., 2015. "Methods for the Economic Evaluation of Health Care Programmes," OUP Catalogue, Oxford University Press, edition 4, number 9780199665884, Decembrie.
    4. John Brazier & Yaling Yang & Aki Tsuchiya & Donna Rowen, 2010. "A review of studies mapping (or cross walking) non-preference based measures of health to generic preference-based measures," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 11(2), pages 215-225, April.
    5. Monica Hernandez Alava & Allan Wailoo, 2015. "Fitting adjusted limited dependent variable mixture models to EQ-5D," Stata Journal, StataCorp LP, vol. 15(3), pages 737-750, September.
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    More about this item

    Keywords

    Mapping; EQ-5D; QALY; Utilities; HIT-6; Migraine;
    All these keywords.

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • C3 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables

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