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Updated: Mar 6, 2026

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Measuring the Subjective Value of Risky and Ambiguous Options using Experimental Economics and Functional MRI Methods
Published on: September 19, 2012
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Effects of Initial Experiences on Risky Choice
Elliot A Ludvig1, Neil McMillan2,3, Jeffrey Matthew Pisklak2
1Department of Psychology, University of Warwick, Coventry, UK.
Summary
Risk preferences are influenced by early experiences. While learning outcome probabilities is continuously updated, the relative value of choices shows a lasting primacy effect, impacting decisions.
Area of Science:
- Cognitive psychology
- Decision science
- Neuroeconomics
Background:
- Biases in learning and memory, such as the primacy effect, influence risky decision-making.
- The primacy effect describes how initial experiences disproportionately impact later memory and choices.
Purpose of the Study:
- To investigate potential primacy effects in decision-making related to outcome probability and relative value.
- To differentiate the impact of early versus later experiences on learning about risky options.
Main Methods:
- Three experiments (N=772) were conducted, manipulating the order of experiencing different outcome probabilities and relative values.
- The first two experiments varied the order of outcome probabilities (N=382).
- The third experiment manipulated the introduction of a wildcard option with varying outcome extremeness (N=390).
Main Results:
- No primacy effects were observed for learning outcome probabilities across the first two experiments.
- In the third experiment, the early introduction of a more-extreme wildcard option influenced choices.
- Introducing the same extreme wildcard later in the session did not affect choices, indicating a lasting primacy effect for relative value.
Conclusions:
- Learning about outcome probabilities in risky choices is continuously updated.
- Risk preferences influenced by the relative value of options exhibit a lasting primacy effect, with early experiences having a disproportionate impact.
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