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. 2014 May 4;79(3):425–431. doi: 10.1007/s00426-014-0570-8

Table 1.

Testing with a single-trial measure of time-on-task

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