Model 1: conditional logit | Model 2: latent class logit | |||||
Utility function | Class 1 (non-traders) | Class 2 | ||||
Coefficient | 95% CI | Coefficient | 95% CI | Coefficient | 95% CI | |
Opt-out ASC* | 0.6064 | 0.3274 to 0.8855 | 5.4439 | 3.2462 to 7.6417 | −1.8744 | −2.4692 to −1.2797 |
Incentive for enrolling | 0.0044 | 0.0016 to 0.0072 | 0.0126 | −0.0103 to 0.0356 | 0.0049 | 0.0018 to 0.0081 |
Incentive for successful benzodiazepine cessation | 0.0004 | 0.0002 to 0.0006 | 0.0007 | −0.0008 to 0.0022 | 0.0005 | 0.0003 to 0.0007 |
Half incentive for reducing dose by half | 0.3576 | 0.1623 to 0.5529 | 0.8525 | −1.2748 to 2.9798 | 0.3947 | 0.1825 to 0.6070 |
Cash rather than lottery | 0.7207 | 0.5213 to 0.9200 | 1.0786 | −0.9806 to 3.1378 | 0.7362 | 0.5208 to 0.9517 |
Probability of class 1 membership | ||||||
Age in years (continuous) | −0.0098 | −0.0485 to 0.0288 | ||||
Years of use (continuous) | 0.0418 | 0.0002 to 0.0739 | ||||
Gender (male) | −0.7132 | −1.6357 to −0.0093 | ||||
Education: high school or less | 0.2782 | −0.5978 to 1.1541 | ||||
Income: less than US$25 000/year | −0.6573 | −1.8428 to −0.0528 | ||||
Anxiety: severe | −0.0789 | −0.0848 to 0.6900 | ||||
Class share: | 0.355 | 0.645 | ||||
N | 126 |
*Alternative-specific constant.