Related Experiment Video
Updated: Apr 19, 2026

Errors as a Means of Reducing Impulsive Food Choice
Published on: June 5, 2016
Do health preferences contradict ordering of EQ-5D labels?
Benjamin M Craig1, A Simon Pickard, Kim Rand-Hendriksen
1Health Outcomes and Behavior, Moffitt Cancer Center, University of South Florida, 12902 Magnolia Drive, MRC-CANCONT, Tampa, FL, 33612-9416, USA, benjamin.craig@moffitt.org.
Purpose:
The aim of this study was to test whether the ordering of item labels in EQ-5D instruments disagrees with the preferences of US adults.
Methods:
A preference inversion occurs when "worse" health along a scale or score is preferred. As a sub-study of the 2013 United States Measurement and Valuation of Health Study, we tested for 33 EQ-5D preference inversions using paired comparisons with unique samples of 50 or more US adults, aged 18 or older. Specifically, we tested whether health preferences contradicted ordering of EQ-5D labels.
Results:
The EQ-5D-3L and EQ-5D-Y item labels had no significant preference inversions. The EQ-5D-5L version had preference inversions between Levels 4 and 5. For example, 30 out of 59 respondents (51 %) preferred being "extremely" over "severely anxious or depressed," contrary to the ordering of labels for that item.
Conclusions:
Preference inversions between Levels 4 and 5 on the EQ-5D-5L were tested and confirmed; therefore, valuation studies may find that Levels 4 and 5 have the same value. To mitigate such inversions, labels could be revised or a 4-level version could be considered.
More Related Videos
06:16Signal Acquisition, Score Interpretation, and Economics of a Non-Invasive Point-of-Care Test for Coronary Artery Disease
Published on: August 9, 2024
07:06Block Building Task Identifies Distinct Groups of Left/Right-hand Choice Patterns After Unilateral Peripheral Nerve Injury
Published on: March 21, 2025
Related Concept Videos
Ethical Issues
Ethical Concerns in Healthcare:
Assessment of the Gastrointestinal System II: Health Perception Pattern
Health Perception Patterns
Health perception patterns offer valuable insights into a patient's lifestyle habits and how they may impact their GI health. These patterns include:
Ordinal Level of Measurement
Data measured using an ordinal scale are similar to nominal scale data, but there is one major difference. The ordinal scale data can be ordered. An example of ordinal scale data is a list of the top five national parks...
Bioequivalence of Drugs: Drugs with Multiple Indications
Traditional Level Of Health Care System
The preventive healthcare service includes tests for screening. Preventive health care services include identifying and reducing disease risk...
Dosage Regimen Designs: Nomograms and Tabulations