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

Statistical Methods for Analyzing Epidemiological Data01:25

Statistical Methods for Analyzing Epidemiological Data

1.0K
Epidemiological data primarily involves information on specific populations' occurrence, distribution, and determinants of health and diseases. This data is crucial for understanding disease patterns and impacts, aiding public health decision-making and disease prevention strategies. The analysis of epidemiological data employs various statistical methods to interpret health-related data effectively. Here are some commonly used methods:
1.0K
Lung Capacity01:47

Lung Capacity

56.5K
The air in the lungs is measured in volumes and capacities. Lung volume measures reflect the amount of air taken in, released, or left over after a lung function, like a single inhalation. Lung capacity measures are sums of two or more lung volume measures.
56.5K

You might also read

Related Articles

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

Sort by
Same author

Quantifying Patient Preferences for Risk Tolerance With Novel Dual Biologic Therapies for Inflammatory Bowel Disease.

The American journal of gastroenterology·2025
Same author

Patient preferences for triple-class-exposed relapsed or refractory multiple myeloma treatment: a discrete-choice study.

Future oncology (London, England)·2025
Same author

Patient preferences for chronic lymphocytic leukemia treatments: a discrete-choice experiment.

Future oncology (London, England)·2024
Same author

Stated-Preference Survey Design and Testing in Health Applications.

The patient·2024
Same author

Comparing Discrete Choice Experiment with Swing Weighting to Estimate Attribute Relative Importance: A Case Study in Lung Cancer Patient Preferences.

Medical decision making : an international journal of the Society for Medical Decision Making·2024
Same author

Research Priorities to Increase Confidence in and Acceptance of Health Preference Research: What Questions Should be Prioritized Now?

The patient·2023

Related Experiment Video

Updated: Feb 20, 2026

Evaluating Regional Pulmonary Deposition using Patient-Specific 3D Printed Lung Models
07:56

Evaluating Regional Pulmonary Deposition using Patient-Specific 3D Printed Lung Models

Published on: November 11, 2020

4.8K

Monetary Risk Preferences and Demand for Preventative Treatment: A Discrete Choice Experiment Among Individuals at

Xiaoying Liu1, Ian P Smith2, Ellen M Janssen3

  • 1Population Studies Center, University of Pennsylvania, Philadelphia, PA, USA.

Patient Preference and Adherence
|February 19, 2026
PubMed
Summary

Monetary risk preferences correlate with health risk preferences, influencing decisions on preventative treatments. Higher willingness to invest financially predicts greater uptake of lung cancer prevention and other healthcare measures.

Keywords:
latent-class analysisnovel treatmentrisk aversionrisk perception

More Related Videos

Measuring the Subjective Value of Risky and Ambiguous Options using Experimental Economics and Functional MRI Methods
13:04

Measuring the Subjective Value of Risky and Ambiguous Options using Experimental Economics and Functional MRI Methods

Published on: September 19, 2012

12.5K
Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
06:55

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index

Published on: January 8, 2020

15.4K

Related Experiment Videos

Last Updated: Feb 20, 2026

Evaluating Regional Pulmonary Deposition using Patient-Specific 3D Printed Lung Models
07:56

Evaluating Regional Pulmonary Deposition using Patient-Specific 3D Printed Lung Models

Published on: November 11, 2020

4.8K
Measuring the Subjective Value of Risky and Ambiguous Options using Experimental Economics and Functional MRI Methods
13:04

Measuring the Subjective Value of Risky and Ambiguous Options using Experimental Economics and Functional MRI Methods

Published on: September 19, 2012

12.5K
Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
06:55

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index

Published on: January 8, 2020

15.4K

Area of Science:

  • Health economics
  • Behavioral economics
  • Medical decision-making

Background:

  • Risk preferences can vary across different domains, impacting choices for medical interventions with uncertain outcomes.
  • Understanding the link between financial risk tolerance and health-related risk-taking is crucial for public health interventions.

Purpose of the Study:

  • To investigate the association between monetary risk preferences and health risk preferences for a hypothetical lung cancer preventative treatment.
  • To determine if monetary risk preference predicts the demand for preventative treatments and healthcare measures.

Main Methods:

  • 803 high-risk individuals (50-80 years) completed a hypothetical investment task to assess monetary risk preference.
  • A discrete-choice experiment evaluated health risk preferences for a lung cancer preventative treatment.
  • Participants also reported on other preventative measures and screening tests utilized.

Main Results:

  • Individuals willing to invest more financially showed a lower likelihood of opting out of preventative treatment (OR=0.171-0.335).
  • Greater willingness to invest correlated with a higher likelihood of having received other preventative healthcare (OR=1.008).
  • 50.2% favored the hypothetical lung cancer preventative treatment, while 20.7% disliked it.

Conclusions:

  • Monetary risk preference is a significant predictor of health risk preferences.
  • Financial risk tolerance can forecast an individual's demand for preventative medical treatments and healthcare behaviors.