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. 2022 Nov 17;24(8):1285–1296. doi: 10.1007/s10198-022-01542-x

Table 3.

Estimated coefficients for the model comparisons

Conditional logit (n = 1201) Mixlogit (n = 1201) Excluding respondents with the incorrect dominant task (n = 1125) Excluding respondents with incorrect repeat tasks (n = 921)
Estimated mean
Coefficient SE Coefficient SE Coefficient SE Coefficient SE
 Duration 0.42498* 0.01651 0.62556* 0.02374 0.44990* 0.01708 0.45319* 0.01932
Pain × duration
 2 − 0.04755* 0.00467 − 0.07674* 0.00652 − 0.04970* 0.00491 − 0.05360* 0.00544
 3 − 0.15251* 0.00741 − 0.22764* 0.01165 − 0.15990* 0.00772 − 0.16127* 0.00872
Eating × duration
 2 − 0.01790* 0.00473 − 0.04454* 0.00677 − 0.01899* 0.00491 − 0.01680* 0.00541
 3 − 0.09725* 0.00631 − 0.15240* 0.00985 − 0.10110* 0.00660 − 0.09823* 0.00727
Irritability × duration
 2 − 0.04411* 0.00480 − 0.05422* 0.00694 − 0.04621* 0.00503 − 0.05311* 0.00563
 3 − 0.08685* 0.00489 − 0.12119* 0.00717 − 0.09058* 0.00508 − 0.09479* 0.00567
Talking × duration
 2 − 0.02063* 0.00460 − 0.03649* 0.00642 − 0.02169* 0.00466 − 0.02120* 0.00538
 3 − 0.07238* 0.00460 − 0.11829* 0.00733 − 0.07461* 0.00471 − 0.07518* 0.00537
Estimated standard distribution
Coefficient SE
Pain × duration
 2 0.07093 0.01096
 3 0.18129 0.01007
Eating × duration
 2 0.00166 0.02126
 3 0.12034 0.00880
Irritability × duration
 2 − 0.06007 0.01376
 3 0.07044 0.01085
Talking × duration
 2 0.01438 0.02208
 3 0.09194 0.00993
Estimation statistics
 Log likelihood − 7653.3449 − 7420.2924 − 7105.3156 − 5805.4867
AIC 15,324.69 14,874.58 14,228.65 11,628.97
BIC 15,397.47 15,012.06 14,300.84 11,699.36

AIC Akaike information criterion, BIC Bayesian information criterion, SE standard error

*Significant coefficients at p < 0.001 level