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Updated: Jul 11, 2025

An R-Based Landscape Validation of a Competing Risk Model
Published on: September 16, 2022
The stability of physicians' risk attitudes across time and domains
Xuemin Zhu1, Marjon van der Pol2, Anthony Scott3
1Health Economics Research Unit, University of Aberdeen, Polwarth Building Foresterhill, Aberdeen, AB25 2ZD, UK; Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, OX7 7LF, UK.
Abstract:
Risk attitude is known to influence physicians' decision-making under uncertainty. Research on the risk attitudes of physicians is therefore important in facilitating a better understanding of physicians' decisions. However, little is known about the stability of physicians' risk attitudes across domains. Using five waves of data from a prospective panel study of Australian physicians from 2013 to 2017, we explored the stability of risk attitudes over a four-year period and examined the association between negative life events and risk attitudes among 4417 physicians. Further, we tested the stability of risk attitude across three domains most relevant to a physician's career and clinical decision-making (financial, career and clinical). The results showed that risk attitude was stable over time at both the mean and individual levels but the correlation between domains was modest. There were no significant associations between negative life events and risk attitude changes in all three domains. These findings suggest that risk attitude can be assumed to be constant but domain-specificity needs to be considered in analyses of physician decision-making.
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