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Predicting carer health effects for use in economic evaluation

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  • Hareth Al-Janabi
  • Andrea Manca
  • Joanna Coast

Abstract

Background: Illnesses and interventions can affect the health status of family carers in addition to patients. However economic evaluation studies rarely incorporate data on health status of carers. Objectives: We investigated whether changes in carer health status could be ‘predicted’ from the health data of those they provide care to (patients), as a means of incorporating carer outcomes in economic evaluation. Methods: We used a case study of the family impact of meningitis, with 497 carer-patient dyads surveyed at two points. We used regression models to analyse changes in carers’ health status, to derive predictive algorithms based on variables relating to the patient. We evaluated the predictive accuracy of different models using standard model fit criteria. Results: It was feasible to estimate models to predict changes in carers’ health status. However, the predictions generated in an external testing sample were poorly correlated with the observed changes in individual carers’ health status. When aggregated, predictions provided some indication of the observed health changes for groups of carers. Conclusions: At present, a ‘one-size-fits-all’ predictive model of carer outcomes does not appear possible and further research aimed to identify predictors of carer’s health status from (readily available) patient data is recommended. In the meanwhile, it may be better to encourage the targeted collection of carer data in primary research to enable carer outcomes to be better reflected in economic evaluation.

Suggested Citation

  • Hareth Al-Janabi & Andrea Manca & Joanna Coast, 2017. "Predicting carer health effects for use in economic evaluation," PLOS ONE, Public Library of Science, vol. 12(9), pages 1-18, September.
    • Handle: RePEc:plo:pone00:0184886
    DOI: 10.1371/journal.pone.0184886
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    Cited by:

    1. Renske J. Hoefman & Job Exel & Werner B. F. Brouwer, 2019. "The Monetary Value of Informal Care: Obtaining Pure Time Valuations Using a Discrete Choice Experiment," PharmacoEconomics, Springer, vol. 37(4), pages 531-540, April.
    2. Myles-Jay Linton & Paul Mark Mitchell & Hareth Al-Janabi & Michael Schlander & Jeff Richardson & Angelo Iezzi & Jasper Ubels & Joanna Coast, 2020. "Comparing the German Translation of the ICECAP-A Capability Wellbeing Measure to the Original English Version: Psychometric Properties across Healthy Samples and Seven Health Condition Groups," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 15(3), pages 651-673, July.
    3. Eve Wittenberg & Lyndon P. James & Lisa A. Prosser, 2019. "Spillover Effects on Caregivers’ and Family Members’ Utility: A Systematic Review of the Literature," PharmacoEconomics, Springer, vol. 37(4), pages 475-499, April.

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