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Comparison of Rating Scale, Time Tradeoff, and Conjoint Analysis Methods for Assessment of Preferences in Prostate Cancer
- Source :
- Medical Decision Making. 39:816-826
- Publication Year :
- 2019
- Publisher :
- SAGE Publications, 2019.
-
Abstract
- Background. Conjoint analysis is widely used in studies of consumer preference but has only recently been applied to measure patient utilities for health outcomes. We compared the reliability, feasibility, and internal and predictive validity of conjoint scaling methods against better established rating scale and time tradeoff methods for assessing prostate cancer utilities in men at risk for prostate cancer. Methods. In total, 194 men who were biopsy negative for prostate cancer were randomly assigned to complete 2 preference assessment modules, either conjoint analysis and a rating scale module or conjoint analysis and a time tradeoff module. Each participant’s most important attribute was identified and evaluated in relation to age group (age 2of the fitted utility function. The 3 methods were similar in terms of predictive validity, but conjoint analysis outperformed the rating scale method when patients were presented with novel combinations of attribute levels (68% correct v. 43%, P = 0.003). Conclusions. Rating scales and conjoint analysis exercises offer greater ease of use and higher satisfaction when measuring patient preferences in men biopsied for prostate cancer in comparison to time tradeoff exercises. Conjoint analysis may be a more robust approach to preference measurement for men at risk for prostate cancer.
- Subjects :
- Male
Predictive validity
Time Factors
Biopsy
Clinical Decision-Making
030232 urology & nephrology
Choice Behavior
03 medical and health sciences
Prostate cancer
0302 clinical medicine
Predictive Value of Tests
Rating scale
Statistics
medicine
Humans
030212 general & internal medicine
Internal validity
Reliability (statistics)
Aged
Aged, 80 and over
business.industry
Health Policy
Prostatic Neoplasms
Patient Preference
Usability
Middle Aged
medicine.disease
Preference
Conjoint analysis
Data Interpretation, Statistical
Psychology
business
Subjects
Details
- ISSN :
- 1552681X and 0272989X
- Volume :
- 39
- Database :
- OpenAIRE
- Journal :
- Medical Decision Making
- Accession number :
- edsair.doi.dedup.....217220872a1d6a163bb6db2a24736b76
- Full Text :
- https://doi.org/10.1177/0272989x19873667