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Are health risk attitude and general risk attitude associated with healthcare utilization, costs and working ability? Results from the German KORA FF4 cohort study

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  • Lutter, Johanna I.
  • Szentes, Boglarka
  • Wacker, Margarethe E.
  • Winter, Joachim
  • Wichert, Sebastian
  • Peters, Annette
  • Holle, Rolf
  • Leidl, Reiner

Abstract

Background Risk attitudes influence decisions made under uncertainty. This paper investigates the association of risk attitudes with the utilization of preventive and general healthcare services, work absence and resulting costs to explore their contribution to the heterogeneity in utilization. Methods Data of 1823 individuals (56.5 +/- 9.5 years), participating in the German KORA FF4 population-based cohort study (2013/2014) were analyzed. Individuals' general and health risk attitude were measured as willingness to take risk (WTTR) on 11-point scales. Utilization of preventive and medical services and work absence was assessed and annual costs were calculated from a societal perspective. Generalized linear models with log-link function (logistic, negative-binomial and gamma regression) adjusted for age, sex, and height were used to analyze the association of WTTR with the utilizations and costs. Results Higher WTTR was significantly associated with lower healthcare utilization (physician visits, physical therapy, and medication intake), work absence days and indirect costs. Regarding preventive services, an overall negative correlation between WTTR and utilization was examined but this observation remained non-significant except for the outcome medical check-up. Here, higher WTTR was significantly associated with a lower probability of participation. For all associations mentioned, Odds Ratios ranged between 0.90 and 0.79, with p

Suggested Citation

  • Lutter, Johanna I. & Szentes, Boglarka & Wacker, Margarethe E. & Winter, Joachim & Wichert, Sebastian & Peters, Annette & Holle, Rolf & Leidl, Reiner, 2019. "Are health risk attitude and general risk attitude associated with healthcare utilization, costs and working ability? Results from the German KORA FF4 cohort study," Munich Reprints in Economics 78227, University of Munich, Department of Economics.
    • Handle: RePEc:lmu:muenar:78227
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    1. Sophie Massin & Antoine Nebout & Bruno Ventelou, 2018. "Predicting medical practices using various risk attitude measures," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(6), pages 843-860, July.
    2. Gert G. Wagner & Joachim R. Frick & Jürgen Schupp, 2007. "The German Socio-Economic Panel Study (SOEP) – Scope, Evolution and Enhancements," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 127(1), pages 139-169.
    3. Marco Caliendo & Frank Fossen & Alexander Kritikos, 2009. "Risk attitudes of nascent entrepreneurs–new evidence from an experimentally validated survey," Small Business Economics, Springer, vol. 32(2), pages 153-167, February.
    4. Harrison, James D. & Young, Jane M. & Butow, Phyllis & Salkeld, Glenn & Solomon, Michael J., 2005. "Is it worth the risk? A systematic review of instruments that measure risk propensity for use in the health setting," Social Science & Medicine, Elsevier, vol. 60(6), pages 1385-1396, March.
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    Cited by:

    1. Murong Yang & Laurence S. J. Roope & James Buchanan & Arthur E. Attema & Philip M. Clarke & A. Sarah Walker & Sarah Wordsworth, 2022. "Eliciting risk preferences that predict risky health behavior: A comparison of two approaches," Health Economics, John Wiley & Sons, Ltd., vol. 31(5), pages 836-858, May.
    2. Shai, Ori, 2022. "Out of time? The effect of an infrequent traumatic event on individuals’ time and risk preferences, beliefs, and insurance purchasing," Journal of Health Economics, Elsevier, vol. 86(C).

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