• NOTE: requirements.txt has since been updated to avoid security vulnerabilities (only a problem with commercial software, but no harm in fixing here too). iPython & Scipy were updated. The previous versions were ipython == 7.22.0 & scipy == 1.7.3.

mturk_dualStop_analysis

Code and Data to replicate analyses investigating interference of SSRT across dual tasks for the paper "Towards a taxonomy of inhibition-related processes: A dual-task approach", by Patrick G. Bissett, Henry M. Jones, McKenzie P. Hagen, Tung Bui, Jamie K. Li, James M. Shine, & Russell A Poldrack (2021).

To rerun, download the repo and change the path to the raw data in raw_data_path.txt.

Notebooks are organized into the type of analysis applied (discovery or validation), and the dataset the analysis is applied to (discovery, validation, or all).

analysis-discovery_dataset-discovery.ipynb runs the qa and analysis performed on the discovery dataset during the exploration phase of this project.

analysis-validation_dataset-validation.ipynb runs the preregistered analysis on the validation dataset.

analysis-validation_dataset-all.ipynb runs the post-hoc analysis excluding short SSD subjects on the combined dataset.

display_tables.ipynb reads in the tables saved out by the above notebooks, cleans them, and displays them for use in the paper.

analysis-nbackPostHoc_dataset_discovery.ipynb responds to reviewer feedback by examining how many short SSD trials were identified, and comparing 2-back and 3-back accuracy, RT, and SSRT estimates.