Table 4.
Results of the moderated mediation analysis (Model 63 – see Figure 4a) testing the effects of run length (IV), Δ probability (mediator), final color and gambling status (moderators), BSSS, BIS-11, BSSS × gambling status, and BIS-11 × gambling status (covariates) on alternation choice
Logistic regression summary | −2 LL | Model LL | p | Cox–Snell | Nagelkerke |
---|---|---|---|---|---|
357.1832 | 74.3422 | <.001 | 0.2073 | 0.2800 |
Model | B | z | p | CI | |
---|---|---|---|---|---|
Constant | −0.5034 | −1.5491 | .1214 | [−1.1404, 0.1335] | |
Δ Probability | 0.0571 | 3.6187 | .0003 | [0.0262, 0.0880] | |
Run length | 0.8928 | 2.0061 | .0448 | [0.0205, 1.7651] | |
Δ Probability × final color | −0.1216 | −5.5521 | .0000 | [−0.1645, −0.0787] | |
Final color | 1.6794 | 4.5850 | .0000 | [0.9615, 2.3974] | |
Run length × final color | −1.1975 | −2.3038 | .0212 | [−2.2164, −0.1787] | |
Gambling status | −0.0625 | −0.1606 | .8724 | [−0.8249, 0.6999] | |
Run length × gambling status | 0.0257 | 0.0481 | .9616 | [−1.0205, 1.0719] | |
BSSS | −0.1030 | −0.3027 | .7621 | [−0.0773, 0.0566] | |
BIS-11 | 0.0007 | 0.0327 | .9739 | [−0.0408, 0.0422] | |
BSSS × gambling status | −0.0156 | −0.3278 | .7431 | [−0.1091, 0.0778] | |
BIS-11 × gambling status | −0.0196 | −0.6978 | .4853 | [−0.0745, 0.454] |
Conditional direct effect of run length on alternation choice at values of the moderator(s) | |||||
---|---|---|---|---|---|
Final color | Gambling status | Effect | p | CI | |
Red | Non-problem gamblers | .8928 | .0457 | [0.0205, 1.7651] | |
Red | Problem gamblers | .9185 | .0391 | [0.0496, 1.7875] | |
Black | Non-problem gamblers | −.3047 | .5074 | [−1.2056, 0.5962] | |
Black | Problem gamblers | −.2790 | .5634 | [−1.2255, 0.6674] |
Conditional indirect effect(s) of run length through Δ probability (mediator) on alternation choice at values of moderator(s) | |||
---|---|---|---|
Final color | Gambling status | Effect | CI |
Red | Non-problem gamblers | 0.4673 | [0.0488, 1.3982] |
Red | Problem gamblers | 0.3175 | [−0.0674, 1.1556] |
Black | Non-problem gamblers | 0.1270 | [−0.3476, 0.6961] |
Black | Problem gamblers | 0.2962 | [−0.1681, 0.8525] |
Note. BSSS: Brief Sensation Seeking Scale; BIS: Barratt Impulsiveness Scale 11; CI: confidence interval; LL: log likelihood.