Unstandardized multilevel regression model predicting risk-taking behavior and attentional performance
| Study variable | Risk-taking behavior | Attentional performance | ||||||
|---|---|---|---|---|---|---|---|---|
| Adjusted pumps | Unadjusted pumps | Response time | Number of accuracy | |||||
| Estimate | SE | Estimate | SE | Estimate | SE | Estimate | SE | |
| Control variables | ||||||||
| Gender | −0.04* | 0.02 | −0.10 | 0.07 | −0.00 | 0.01 | 0.02 | 0.03 |
| Age | −0.01* | 0.00 | −0.02* | 0.01 | 0.00* | 0.00 | 0.00 | 0.01 |
| Education | 0.02 | 0.02 | 0.06 | 0.05 | −0.00 | 0.01 | 0.02 | 0.02 |
| Tenure | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 |
| Fatigue | −0.01* | 0.00 | −0.02 | 0.01 | 0.01** | 0.00 | −0.02 | 0.01 |
| Predictor variable | ||||||||
| Work-related flow | 0.01 | 0.01 | 0.03* | 0.02 | 0.01** | 0.00 | −0.03** | 0.01 |
| Between-person variance | 0.01 | 0.00 | 0.11 | 0.02 | 0.00 | 0.00 | 0.01 | 0.00 |
| Within-person variance | 0.01 | 0.00 | 0.08 | 0.00 | 0.00 | 0.00 | 0.08 | 0.00 |
| Δχ2 | 350.22*** | 82.49*** | 458.99*** | 67.85*** | ||||
| Study variable | Risk-taking behavior | Attentional performance | ||||||
|---|---|---|---|---|---|---|---|---|
| Adjusted pumps | Unadjusted pumps | Response time | Number of accuracy | |||||
| Estimate | SE | Estimate | SE | Estimate | SE | Estimate | SE | |
| Gender | −0.04* | 0.02 | −0.10 | 0.07 | −0.00 | 0.01 | 0.02 | 0.03 |
| Age | −0.01* | 0.00 | −0.02* | 0.01 | 0.00* | 0.00 | 0.00 | 0.01 |
| Education | 0.02 | 0.02 | 0.06 | 0.05 | −0.00 | 0.01 | 0.02 | 0.02 |
| Tenure | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 |
| Fatigue | −0.01* | 0.00 | −0.02 | 0.01 | 0.01** | 0.00 | −0.02 | 0.01 |
| Work-related flow | 0.01 | 0.01 | 0.03* | 0.02 | 0.01** | 0.00 | −0.03** | 0.01 |
| Between-person variance | 0.01 | 0.00 | 0.11 | 0.02 | 0.00 | 0.00 | 0.01 | 0.00 |
| Within-person variance | 0.01 | 0.00 | 0.08 | 0.00 | 0.00 | 0.00 | 0.08 | 0.00 |
| Δ | 350.22*** | 82.49*** | 458.99*** | 67.85*** | ||||
Note(s): *p < 0.05, **p < 0.01, ***p < 0.001. N = 164 individuals, N = 871 occasions (risk-taking behavior); N = 877 occasions (attentional performance). Δχ2 was calculated by comparing to a model within only control variables as predictors. Adjusted number of pumps = the average of pumping times during rounds in which the balloon did not burst; unadjusted number of pumps = the average number of pumping times that participants inflated the balloon during both burst and unburst balloons
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