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Measuring the Subjective Value of Risky and Ambiguous Options using Experimental Economics and Functional MRI Methods
13:04

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Published on: September 19, 2012

Source preference and ambiguity aversion: models and evidence from behavioral and neuroimaging experiments.

Soo Hong Chew1, King King Li, Robin Chark

  • 1Department of Economics, Hong Kong University of Science and Technology, Hong Kong.

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This study shows that brain activity patterns for familiar and unfamiliar choices mirror risk and ambiguity distinctions, supporting the source preference hypothesis in decision-making. This neuroimaging research advances understanding of economic choices under uncertainty.

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Area of Science:

  • Experimental economics
  • Neuroeconomics
  • Decision Theory

Background:

  • Classical economic theory assumes risk and ambiguity are perceived similarly.
  • The source preference hypothesis posits that decision-makers may prefer different outcomes from distinct sources of uncertainty, even with identical probabilities.
  • Neuroimaging offers a method to test these decision-making models.

Purpose of the Study:

  • To investigate the distinction between risk and ambiguity in decision-making.
  • To test the source preference hypothesis using brain imaging techniques.
  • To differentiate between various decision-making models, including Chew and Sagi's (2008) axiomatization.

Main Methods:

  • Functional magnetic resonance imaging (fMRI) was employed to observe brain activity.
  • Subjects made 48 sequential binary choices between even-chance lotteries based on stock price digits (odd/even).
  • Participants subsequently rated the familiarity of the stock symbols used.

Main Results:

  • Brain regions such as the putamen, medial frontal cortex, and superior temporal gyrus showed increased activation when contrasting familiar versus unfamiliar sources.
  • Activation patterns in familiar-unfamiliar contrasts mirrored those found in risk-ambiguity contrasts.
  • These findings support the idea that the distinction between risk and ambiguity can be explained by the source preference hypothesis.

Conclusions:

  • The study's odd-even design effectively induced identical probabilities, allowing for clear comparisons.
  • Results support the Chew-Sagi model and challenge models based on global probabilistic sophistication and multiple priors.
  • Findings align with previous research suggesting a single valuation system for risk and ambiguity aversion.