Time-Varying Risk Aversion? Evidence from Near-Miss Accidents
39 Pages Posted: 27 Sep 2019 Last revised: 24 Mar 2020
Date Written: October 29, 2019
We present evidence consistent with time-varying risk preferences among automobile drivers. Exploiting a unique dataset of agents’ high-frequency driving behavior collected by a mobile phone application, we show that driving behavior changes after driving mishaps. Following “near-miss” accidents (measured by hard brakes or hard turns), drivers drive more conservatively, which is consistent with increased risk aversion following such mishaps. In a preferred specification, a near-miss triggers a reduction in driving distance of 8.12 kilometers, in-car cellphone use by 88.80%, and highway use by 34.88%. Structural estimation results indicate that such changes in behavior are consistent with an increase in risk aversion of 11.02–31.59% and a reduction in annual insurance cost amounting to 1.44–2.11% of the average car insurance premium.
Keywords: time-varying risk aversion, near-miss, automobile insurance, high-frequency driving data
JEL Classification: D81, C23, D91, R41
Suggested Citation: Suggested Citation