Related Experiment Video
Updated: Aug 2, 2025
13:04
Measuring the Subjective Value of Risky and Ambiguous Options using Experimental Economics and Functional MRI Methods
Published on: September 19, 2012
12.2K
Attribute attention and option attention in risky choice
Veronika Zilker1, Thorsten Pachur1
1Technical University of Munich, School of Management, Chair of Behavioral Research Methods, Arcisstraße 21, 80333 Munich, Germany; Max Planck Institute for Human Development, Center for Adaptive Rationality, Lentzeallee 94, 14195 Berlin, Germany.
Cognition
|April 14, 2023
Summary
Probability weighting in risky choices is linked to how attention is allocated to attributes and options. These attention facets independently influence probability weighting, complicating its interpretation.
Area of Science:
- Cognitive Psychology
- Decision Science
- Behavioral Economics
Background:
- Probability weighting is key in cumulative prospect theory (CPT) for modeling risky choices.
- Previous research linked probability weighting to attention allocation across attributes and options separately.
- The independent contributions of these attention facets to probability weighting remained unclear.
Purpose of the Study:
- To investigate the independent contributions of attribute attention and option attention to probability weighting.
- To clarify the relationship between different facets of attention allocation in decision-making.
Main Methods:
- Reanalysis of data from a process-tracing study on risky choice.
- Examination of attention allocation across attributes (probabilities vs. outcomes) and options.
- Utilizing a consistent measure of attention for both facets.
Main Results:
- Demonstrated links between probability weighting and both attribute attention and option attention within the same dataset.
- Found attribute and option attention to be weakly related, exerting independent effects on probability weighting.
- Observed deviations from linear weighting primarily when attribute or option attention was imbalanced.
Conclusions:
- Attribute and option attention have distinct and independent effects on probability weighting.
- Similar probability weighting patterns can arise from different attentional strategies, complicating psychological interpretation.
- Cognitive models of decision-making should integrate diverse facets of attention allocation.
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