Table 2.
Effects of neural signals on behavioral performance.
| Predictors | Accuracy | Accurate RT | ||||
|---|---|---|---|---|---|---|
| Log odds | CI | P | Estimates | CI | P | |
| Intercept | 1.87 | 1.65 to 2.08 | <0.001 | 647.66 | 630.60 to 664.71 | <0.001 |
| Efficacy | 0.08 | 0.00 to 0.15 | 0.044 | −4.00 | −8.84 to 0.85 | 0.106 |
| Reward | 0.03 | −0.05 to 0.10 | 0.465 | −3.25 | −6.85 to 0.34 | 0.076 |
| P3b | 0.08 | 0.04 to 0.11 | <0.001 | −7.04 | −8.87 to −5.21 | <0.001 |
| CNV | −0.10 | −0.14 to −0.06 | <0.001 | 15.58 | 12.02 to 19.15 | <0.001 |
| Congruency (i–n) | 0.65 | 0.44 to 0.85 | <0.001 | −64.00 | −68.85 to −59.14 | <0.001 |
| Congruency (n–c) | 0.34 | 0.18 to 0.49 | <0.001 | −15.86 | −20.27 to −11.45 | <0.001 |
| Baseline | 0.02 | −0.02 to 0.07 | 0.326 | 2.23 | 0.05 to 4.42 | 0.045 |
| Trial | 0.04 | 0.00 to 0.08 | 0.036 | −10.77 | −12.58 to −8.95 | <0.001 |
| Efficacy:reward | 0.01 | −0.14 to 0.17 | 0.853 | −9.96 | −17.14 to −2.78 | 0.007 |
| Observations | 22,580 | 18,999 | ||||
Statistics are derived from linear mixed-effects models with predictors as noted. Statistically significant P values (<0.05, two-sided) are shown in bold. Congruency (n–i) refers to the comparison between incongruent and neutral Stroop stimulus; Congruency (c-n) refers to the comparison between neutral and congruent Stroop stimulus.