bin_score: Calculate Bin Scores

In EngleLab/englelab: EngleLab R Functions

Calculate Bin Scores

Description

Calculates Bin scores using the method suggested in Hughes et al. (2014) and Draheim et al. (2016)

Usage

bin_score(
  x,
  rt = "RT",
  accuracy = "Accuracy",
  condition = "Condition",
  baseline = "congruent",
  type = "mean",
  id = "Subject"
)

Arguments

x	a dataframe with trial level data. Needs to have RT and Accuracy DVs
rt	Column name in dataframe that contains the reaction time data
accuracy	Column name in dataframe that contains the accuracy data
condition	Column name in dataframe that contains the trial condition type
baseline	The values that specify the baseline condition
type	How should Bin trials be aggregated, "sum" or "mean" (Default: "mean")
id	Column name in dataframe that contains the subject identifiers

References

Draheim, C., Hicks, K. L., & Engle, R. W. (2016). Combining reaction time and accuracy: The relationship between working memory capacity and task switching as a case example. Perspectives on Psychological Science, 11(1), 133–155. https://doi.org/10.1177/1745691615596990

Hughes, M. M., Linck, J. A., Bowles, A. R., Koeth, J. T., & Bunting, M. F. (2014). Alternatives to switch-cost scoring in the task-switching paradigm: Their reliability and increased validity. Behavior Research Methods, 46(3), 702–721. https://doi.org/10.3758/s13428-013-0411-5

EngleLab/englelab documentation built on Sept. 9, 2024, 4:12 a.m.