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Deriving welfare measures from discrete choice experiments: inconsistency between current methods and random utility
Emily Lancsar1, Elizabeth Savage
1Business School (Economics) and Centre for Health Services Research, University of Newcastle upon Tyne, UK. Emily.Lancsar@ncl.ac.uk
Discrete choice experiments (DCEs) can estimate willingness to pay (WTP) for health programs. Current methods lack theoretical consistency; an alternative approach aligns with random utility theory for accurate welfare measurement.
Area of Science:
- Health Economics
- Behavioral Economics
- Econometrics
Background:
- Discrete choice experiments (DCEs) are widely used in health economics to assess preferences for healthcare interventions.
- Willingness to pay (WTP) and marginal willingness to pay (MWTP) are common welfare measures derived from DCEs.
- Existing methods for calculating welfare measures from DCEs in health economics lack theoretical grounding in random utility theory (RUT).
Purpose of the Study:
- To identify inconsistencies in current welfare measure derivations from DCEs in health economics.
- To propose an alternative method for calculating welfare measures (compensating variation) consistent with RUT.
- To demonstrate the application and compare the proposed method with existing approaches using asthma medication data.
Main Methods:
- Critically evaluate current welfare measure derivation methods against RUT and microeconomic welfare theory.
- Develop and apply an alternative method based on compensating variation derived from RUT.
- Empirically apply both methods to DCE data for asthma medication.
Main Results:
- Current DCE welfare estimation methods in health economics are inconsistent with RUT and general welfare theory.
- The proposed compensating variation method provides welfare estimates consistent with RUT.
- Empirical application shows differences between the current and proposed methods for asthma medication WTP.
Conclusions:
- The theoretical limitations of current DCE welfare estimation methods restrict their use in cost-benefit analyses.
- The proposed RUT-consistent method offers a more theoretically sound approach for deriving welfare measures from DCEs in health economics.
- Accurate welfare measurement is crucial for reliable cost-benefit analyses of health programs.
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