Calculate Bin Scores — bin_score • englelab

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

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