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SPEED: A Graphical User Interface Software for Processing Eye Tracking Data.

Daniele Lozzi1,2, Ilaria Di Pompeo3, Martina Marcaccio3

  • 1A2VI-Lab, Department of Life, Health and Environmental Sciences, University of L'Aquila, 67100 L'Aquila, Italy.

Neurosci
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Summary
This summary is machine-generated.

This study introduces SPEED software for processing eye tracking data, aiding researchers in analyzing visual perception and cognitive processes. A pilot study found significant differences in reaction times and blinks during moral decision-making tasks.

Keywords:
cognitive psychologycomputational psychologyeye trackingmoral decision makingpsychometrics

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Area of Science:

  • Cognitive Neuroscience
  • Ophthalmology
  • Human-Computer Interaction

Background:

  • Eye tracking is crucial for understanding visual perception and cognitive processes.
  • Existing data processing methods can be complex and require coding expertise.
  • Pupil Lab Neon is a common eye tracking hardware.

Purpose of the Study:

  • To introduce SPEED (labScoc Processing and Extraction of Eye tracking Data), a novel Python-based software for processing Pupil Lab Neon eye tracking data.
  • To enable researchers to extract features from eye tracking data without requiring coding skills.
  • To investigate oculomotor correlates and autonomic predictors during moral decision-making.

Main Methods:

  • Development of the SPEED software using Python for automated feature extraction.
  • Conducting a pilot study with five healthy participants.
  • Utilizing the Moral Decision-Making Task (MDMT) with personal and impersonal dilemma conditions.
  • Recording and analyzing eye movements and blinks using Pupil Lab Neon.

Main Results:

  • SPEED software successfully processes eye tracking data, simplifying feature extraction.
  • Statistically significant differences were found in reaction times between personal and impersonal moral dilemmas.
  • A significant difference in the number of blinks was observed during choices in the MDMT.

Conclusions:

  • The SPEED software offers a user-friendly solution for eye tracking data analysis in research.
  • Oculomotor measures, specifically reaction time and blink rate, are sensitive to the type of moral dilemma.
  • Eye tracking provides valuable insights into cognitive processes underlying moral decision-making.