Related Experiment Video
Updated: Feb 4, 2026

10:18
Blue-hazard-free Candlelight OLED
Published on: March 19, 2017
9.9K
Advantageous Selection, Moral Hazard, and Insurer Sorting on Risk in the U.S. Automobile Insurance Market
Frank A Sloan1, Patricia A Robinson1, Lindsey M Eldred1
1213 Social Sciences Building, Box 90097, Durham, NC 27708.
Summary
This study reveals that while drivers select auto insurance policies, their actual accident risk shows no correlation with coverage levels. Insurers sort drivers, leading lower-risk individuals to higher-quality rated companies.
Area of Science:
- Economics
- Insurance Studies
- Behavioral Economics
Background:
- Understanding consumer behavior in insurance markets is crucial.
- Private information significantly influences insurance policy choices.
- Assessing the interplay between selection, moral hazard, and insurer strategies is complex.
Purpose of the Study:
- To quantify the impact of private information on automobile insurance policy selection.
- To examine the relationship between accident risk, insurance coverage, and insurer sorting.
- To investigate the role of consumer attributes in insurer rating and driver selection.
Main Methods:
- Utilized data on subjective beliefs, risk preferences, and driving behavior.
- Merged individual policy data with independent insurer quality ratings.
- Employed econometric analysis to assess correlations and causal links.
Main Results:
- Found a zero correlation between ex post accident risk and insurance coverage.
- Observed advantageous selection in policy choice, counteracted by moral hazard.
- Demonstrated insurer sorting based on observable consumer attributes.
- Identified that lower-risk drivers, based on insurer-observed attributes, select higher-quality rated insurers.
Conclusions:
- Private information plays a significant role in auto insurance choices, but its net effect on risk and coverage is neutral due to offsetting mechanisms.
- Insurers actively sort consumers, with lower-risk individuals benefiting from higher-quality insurance providers.
- The findings highlight the complex dynamics of information asymmetry and strategic behavior in the automobile insurance market.
Related Concept Videos
Design Example: Automobile Ignition System
554
The automobile's ignition system plays a vital role by ensuring the timely ignition of the fuel-air mixture in each cylinder. This ignition is facilitated by a spark plug, which is composed of two electrodes separated by an air gap. A spark forms across this air gap when a substantial voltage is generated between the electrodes, leading to the ignition of the fuel.
One can generate a large voltage using a car battery of 12 volts with the help of inductors. Inductors are known for opposing...
One can generate a large voltage using a car battery of 12 volts with the help of inductors. Inductors are known for opposing...
554
Hazard Rate
434
The hazard rate, also known as the hazard function or failure rate, is a statistical measure used to describe the instantaneous rate at which an event occurs, given that the event has not yet happened. From a probabilistic perspective, it represents the likelihood that a subject will experience the event in a very small time interval, conditional on surviving up to the beginning of that interval. In terms of frequency, the hazard rate can be viewed as the ratio of the number of events to the...
434
Hazard Ratio
609
The hazard ratio (HR) is a widely used measure in clinical trials to compare the risk of events, such as death or disease recurrence, between two groups over time. It reflects the ratio of hazard rates—the instantaneous risk of the event occurring—between a treatment group and a control group. This measure provides valuable insights into the relative effectiveness of a treatment by assessing how the risk of an event differs between the two groups.
For example, in a clinical trial...
For example, in a clinical trial...
609
Kohlberg's Theory of Moral Development
989
Kohlberg's theory of moral development uses the Heinz dilemma — a thought experiment in which a man, Heinz, must decide whether to steal an unaffordable drug to save his dying wife — to illustrate the evolution of moral reasoning. This framework, divided into three levels with two stages, highlights how individuals' understanding of right and wrong becomes increasingly complex.
Pre-Conventional Level
At the pre-conventional level, morality is primarily driven by personal...
Pre-Conventional Level
At the pre-conventional level, morality is primarily driven by personal...
989
Relative Risk
2.2K
Relative risk (RR) is a statistical measure commonly used in epidemiology to compare the likelihood of a particular event occurring between two groups. This metric is important for evaluating the relationship between exposure to a specific risk factor and the probability of a particular outcome. It plays a crucial role in medical research, public health studies, and risk assessment. Relative risk quantifies how much more (or less) likely an event is to occur in an exposed group compared to an...
2.2K
What is Natural Selection?
129.5K
Natural selection is an evolutionary process in which individuals with survival-promoting traits reproduce at higher rates. These favorable traits become more common within a population or species. Naturally selected traits initially arise via random genetic mutations. In order for selection to occur, there must be variation within a population, the trait controlling the variation must be heritable, and there must be an evolutionary advantage for variation in the trait.
129.5K

