Eliciting risk preferences that predict risky health behavior: A comparison of two approaches

B-Tier
Journal: Health Economics
Year: 2022
Volume: 31
Issue: 5
Pages: 836-858

Authors (7)

Murong Yang (not in RePEc) Laurence S. J. Roope (Oxford University) James Buchanan (not in RePEc) Arthur E. Attema (Erasmus Universiteit Rotterdam) Philip M. Clarke (not in RePEc) A. Sarah Walker (not in RePEc) Sarah Wordsworth (not in RePEc)

Score contribution per author:

0.287 = (α=2.01 / 7 authors) × 1.0x B-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

Information on attitudes to risk could increase understanding of and explain risky health behaviors. We investigate two approaches to eliciting risk preferences in the health domain, a novel “indirect” lottery elicitation approach with health states as outcomes and a “direct” approach where respondents are asked directly about their willingness to take risks. We compare the ability of the two approaches to predict health‐related risky behaviors in a general adult population. We also investigate a potential framing effect in the indirect lottery elicitation approach. We find that risk preferences elicited using the direct approach can better predict health‐related risky behavior than those elicited using the indirect approach. Moreover, a seemingly innocuous change to the framing of the lottery question results in significantly different risk preference estimates, and conflicting conclusions about the ability of the indicators to predict risky health behaviors.

Technical Details

RePEc Handle
repec:wly:hlthec:v:31:y:2022:i:5:p:836-858
Journal Field
Health
Author Count
7
Added to Database
2026-01-24