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Related Experiment Video

Updated: Mar 6, 2026

Measuring Attentional Biases for Threat in Children and Adults
08:25

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A Quantitative Relationship between Signal Detection in Attention and Approach/Avoidance Behavior.

Vijay Viswanathan1, John P Sheppard2, Byoung W Kim3

  • 1Medill Integrated Marketing Communications, Northwestern UniversityEvanston, IL, USA; Applied Neuromarketing Consortium, Medill, Kellogg, and Feinberg Schools, Northwestern UniversityEvanston, IL, USA.

Frontiers in Psychology
|March 9, 2017
PubMed
Summary

This study reveals a link between divided attention and reward processing. A higher tolerance for errors in attention tasks correlates with greater loss aversion, suggesting integrated cognitive systems.

Keywords:
attentioniterative modelingneuroeconomicspsychophysicsrelative preferencerewardsignal detection theory

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Area of Science:

  • Cognitive Neuroscience
  • Decision Science

Background:

  • Reward and attention are typically studied as separate cognitive functions.
  • Understanding their interaction is crucial for a comprehensive view of human cognition.

Purpose of the Study:

  • To investigate the systems-level interaction between reward processing and divided attention.
  • To operationalize and quantify these cognitive domains using established theoretical frameworks.

Main Methods:

  • Divided attention was assessed using a continuous performance task and signal detection theory (SDT) metrics.
  • Reward and aversion were measured via a keypress task within the relative preference theory (RPT) framework.
  • Independent experiments were conducted on the same subjects to establish associations.

Main Results:

  • A significant association was found between one SDT variable and two RPT variables, forming a three-dimensional structure.
  • A loss aversion metric from the RPT task was significantly related to response bias in the SDT task when other variables were controlled.
  • A more liberal response bias (increased false alarms) in divided attention was linked to higher loss aversion.

Conclusions:

  • The findings demonstrate a systematic relationship between divided attention and reward/aversion processing in humans.
  • A functional model is proposed to explain processing constraints within these interacting domains.
  • This research challenges the view of attention and reward as entirely independent systems.