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A multiple-choice task with changes of mind.

Larissa Albantakis1, Francesca M Branzi, Albert Costa

  • 1Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona, Spain. albantakis@wisc.edu

Plos One
|August 24, 2012
PubMed
Summary
This summary is machine-generated.

Changes of mind in perceptual decision-making were studied using 2- and 4-choice tasks. While accuracy improved with fewer choices, mind-changing benefited performance across tasks, especially at intermediate difficulty.

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Area of Science:

  • Cognitive Neuroscience
  • Perceptual Decision-Making
  • Human Behavior

Background:

  • Perceptual decision-making research increasingly examines changes of mind and multiple choice alternatives.
  • Previous studies often investigated these factors independently, limiting a comprehensive understanding.
  • The relationship between the number of choice alternatives and the dynamics of mind changes remained unclear.

Purpose of the Study:

  • To investigate how the number of choice alternatives influences changes of mind during perceptual decision-making.
  • To compare behavioral responses and decision dynamics in 2-alternative versus 4-alternative tasks.
  • To evaluate the impact of mind changes on performance across different task difficulties and choice set sizes.

Main Methods:

  • Conducted a direction-discrimination task with 14 human participants using both 2 and 4 choice alternatives.
  • Analyzed movement trajectories to identify and quantify changes of mind.
  • Utilized a multi-alternative attractor model and a race model to interpret decision-making processes.

Main Results:

  • Participants exhibited changes of mind in both 2- and 4-alternative tasks.
  • Faster and more accurate responses were observed with fewer choice alternatives.
  • The frequency of mind changes did not differ significantly between task conditions, but improved final performance, particularly at intermediate difficulty levels.

Conclusions:

  • Mind changes enhance decision performance, irrespective of the number of alternatives, especially under intermediate task difficulty.
  • Individual reaction times correlate negatively with the propensity to change one's mind.
  • A multi-alternative attractor model successfully explains the observed data, highlighting inhibitory interactions between neural choice representations.