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Inhibiting responses to difficult choices.

Dora Matzke1, Samuel Curley2, Charlene Q Gong3

  • 1Department of Psychology, University of Amsterdam.

Journal of Experimental Psychology. General
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Summary
This summary is machine-generated.

This study introduces a new model for the stop-signal paradigm to accurately measure response inhibition, even with errors. The enhanced framework improves the study of difficult choices and provides precise stopping estimates.

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Area of Science:

  • Cognitive psychology
  • Neuroscience
  • Behavioral science

Background:

  • The stop-signal paradigm is crucial for studying response inhibition.
  • The standard race model has limitations in accounting for errors in go tasks.
  • Existing models struggle with contaminants like failed triggers and difficult choices.

Purpose of the Study:

  • To propose a parametric framework extending the race model to include go errors.
  • To enhance the stop-signal paradigm for studying response inhibition in difficult choices.
  • To address common data contaminants in stop-signal studies.

Main Methods:

  • Developed a parametric framework extending the 2-runner race model.
  • Incorporated a method to account for go errors.
  • Simulated data to test the model's performance under various conditions, including high error rates and task difficulty.

Main Results:

  • Standard race models can severely bias conclusions about response inhibition with difficult choices.
  • Even infrequent errors can lead to underestimation of stopping latencies.
  • The proposed framework accurately characterizes behavior and provides precise stop estimates, even in small samples.

Conclusions:

  • The enhanced framework expands the utility of the stop-signal paradigm for studying response inhibition in complex scenarios.
  • Accurate estimation of stopping latencies requires accounting for go errors and potential data contaminants.
  • This approach facilitates research on inhibition, particularly in tasks involving difficult decisions.