| Literature DB >> 23864161 |
Stefan Felder1,2, Thomas Mayrhofer2.
Abstract
Risk attitudes include risk aversion as well as higher-order risk preferences such as prudence and temperance. This article analyzes the effects of such preferences on medical test and treatment decisions, represented either by test and treatment thresholds or-when the test result is not given-by optimal cutoff values for diagnostic tests. For a risk-averse decision maker, effective treatment is a risk-reducing strategy since it prevents the low health outcome of forgoing treatment in the sick state. Compared with risk neutrality, risk aversion thus lowers both the test and the treatment threshold and decreases the optimal test cutoff value. Risk vulnerability, which combines risk aversion, prudence, and temperance, is relevant if there is a comorbidity risk: thresholds and optimal cutoff values decrease even more. Since common utility functions imply risk vulnerability, our findings suggest that diagnostics in low prevalence settings (e.g., screening) may be considered more beneficial when risk preferences are taken into account.Keywords: decision analysis; decision rules; patient decision making; provider decision making; value of information
Mesh:
Year: 2013 PMID: 23864161 DOI: 10.1177/0272989X13493969
Source DB: PubMed Journal: Med Decis Making ISSN: 0272-989X Impact factor: 2.583