Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Synthesis and Decomposition Reactions02:17

Synthesis and Decomposition Reactions

38.4K
Synthesis and decomposition are two types of redox reactions. Synthesis means to make something, whereas decomposition means to break something. The reactions are accompanied by chemical and energy changes. 
38.4K
Hazard Rate01:11

Hazard Rate

456
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...
456
Hazard Ratio01:12

Hazard Ratio

632
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...
632
Kohlberg's Theory of Moral Development01:19

Kohlberg's Theory of Moral Development

1.0K
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...
1.0K
Milgram's Obedience to Authority02:20

Milgram's Obedience to Authority

7.4K
Obedience to authority is classically demonstrated in a more famous series of social psychology experiments performed by Stanley Milgram. He was a social psychology professor at Yale who was influenced by the trial of Adolf Eichmann, a Nazi war criminal. Eichmann’s defense for the atrocities he committed was that he was “just following orders.”
7.4K
Biodiversity and Human Values01:24

Biodiversity and Human Values

17.2K
Human civilization relies on biodiversity in many ways. Sudden changes in species biodiversity result in environmental changes that can modify weather patterns and therefore human civilizations.
17.2K

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Dynamic copay health plans, AI-enabled price transparency, and member experience.

Health affairs scholar·2026
Same author

Expansion trends and impacts of Phragmites australis on the Louisiana Gulf Coast.

Ecological applications : a publication of the Ecological Society of America·2026
Same author

Benefit design and consumer information: results from a randomized trial.

The American journal of managed care·2026
Same author

Using the readiness assessment for pragmatic trials (RAPT) model to structure partner engagement and strengthen pragmatic research readiness.

Journal of clinical and translational science·2026
Same author

Age-Friendly Health System Implementation in Outpatient Settings: A Systematic Review.

Journal of the American Geriatrics Society·2026
Same author

In Memoriam: Professor Peter J. Veazie (1963-2025).

Health services research·2025

Related Experiment Video

Updated: Feb 16, 2026

Blue-hazard-free Candlelight OLED
10:18

Blue-hazard-free Candlelight OLED

Published on: March 19, 2017

9.9K

Decomposition of moral hazard.

John A Nyman1, Cagatay Koc2, Bryan E Dowd1

  • 1Division of Health Policy and Management, School of Public Health, University of Minnesota, 420 Delaware St. SE, Box 729, Minneapolis, MN, 55455-0392, United States.

Journal of Health Economics
|December 25, 2017
PubMed
Summary

This study simulates moral hazard from coinsurance, finding the efficient portion varies by disease. It

Keywords:
Efficient moral hazardHealth insurance income effectsMoral hazard

More Related Videos

Linking Predation Risk, Herbivore Physiological Stress and Microbial Decomposition of Plant Litter
10:20

Linking Predation Risk, Herbivore Physiological Stress and Microbial Decomposition of Plant Litter

Published on: March 12, 2013

14.0K
Using Cholesky Decomposition to Explore Individual Differences in Longitudinal Relations between Reading Skills
06:52

Using Cholesky Decomposition to Explore Individual Differences in Longitudinal Relations between Reading Skills

Published on: September 17, 2019

6.8K

Related Experiment Videos

Last Updated: Feb 16, 2026

Blue-hazard-free Candlelight OLED
10:18

Blue-hazard-free Candlelight OLED

Published on: March 19, 2017

9.9K
Linking Predation Risk, Herbivore Physiological Stress and Microbial Decomposition of Plant Litter
10:20

Linking Predation Risk, Herbivore Physiological Stress and Microbial Decomposition of Plant Litter

Published on: March 12, 2013

14.0K
Using Cholesky Decomposition to Explore Individual Differences in Longitudinal Relations between Reading Skills
06:52

Using Cholesky Decomposition to Explore Individual Differences in Longitudinal Relations between Reading Skills

Published on: September 17, 2019

6.8K

Area of Science:

  • Health Economics
  • Medical Insurance
  • Behavioral Economics

Background:

  • Moral hazard in health insurance arises from reduced out-of-pocket costs.
  • Coinsurance and contingent claims policies represent different insurance designs.
  • Understanding efficient moral hazard is crucial for policy design.

Purpose of the Study:

  • To simulate the moral hazard component attributable to income transfer in coinsurance.
  • To compare healthcare spending under coinsurance versus lump-sum contingent claims.
  • To determine the proportion of efficient moral hazard.

Main Methods:

  • Utilized data from the Medical Expenditure Panel Survey (MEPS).
  • Compared actual spending of uninsured individuals with predicted counterfactual spending.
  • Modeled two insurance scenarios: conventional coinsurance and contingent claims.

Main Results:

  • The efficient proportion of moral hazard differs across various health conditions.
  • Diseases like diabetes and cancer exhibit the highest proportions of efficient moral hazard.
  • The study quantifies the impact of insurance design on healthcare utilization.

Conclusions:

  • Insurance design significantly influences efficient moral hazard.
  • Contingent claims policies may internalize some efficient moral hazard.
  • Findings have implications for optimizing health insurance benefit structures.