Table 1.
Variable | Coefficient (as % difference) | |||
---|---|---|---|---|
Model 1 | Model 2 | Model 3† | Model 4 | |
In terms of trial types | ||||
Foreperiod | ||||
=1.0 s | 5.24*** | 4.91*** | 7.28*** | 7.46** |
=1.5 s | −2.21 | |||
≥1.5 s | −5.21 | |||
≥2.0 s | −4.46 | |||
Hazard Rate | ||||
=high | 25.30* | 24.17* | 28.38*** | 45.59*** |
Beyond trial types | ||||
Time-on-task | ||||
T | −16.52*** | |||
Interactions | ||||
T × {HR = high} | −3.93* | −4.01* | −3.73* | |
T × {HR = low} | −26.46*** | −26.64*** | −26.68*** |
Estimated differences were given by GLIRT coefficients represented as percentage change in v value (perceptual processing speed) per explanatory variable unit increase on average across subjects and sessions. From Model 1 onwards, the foreperiod (FP) coefficients were not significant beyond the FP of 1.0 s. Model 2 was designed as an alternative to simply eliminating the nonsignificant FP coefficients beyond 1.0 s. The step from Model 1 to Model 2 could not be rejected, −2lnΛ = 66.7, p [> χ 2(64)] = .383. Model 3 was designed to test elimination of FP coefficients beyond 1.0 s, and the step from Model 2 to Model 3 could not be rejected, −2lnΛ = 58.3, p[> χ 2(64)] = .677. Model 4 was designed to test whether the time-on-task (T) effects were independent of the hazard rate (HR) conditions, but this model was rejected in favor of Model 3, −2lnΛ = 92.1, p[> χ 2(64)] = .012. Model 3 won the model selection as further nesting to Model 4 was rejected
HR = hazard rate; T = time-on-task
†Model 3 wins the model selection. Further nesting to Model 4 was rejected, p < .05
*p < 0.05, ** p < 0.01, *** p < 0.005