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Published on: August 9, 2016
Different methods to define utility functions yield similar results but engage different neural processes
Marcus Heldmann1, Bodo Vogt, Hans-Jochen Heinze
1Department of Neurology, University Magdeburg Germany. marcus.heldmann@med.ovgu.de
Frontiers in Behavioral Neuroscience
|November 7, 2009
Summary
Researchers explored methods for determining utility functions using event-related potentials. The lottery task, unlike the bisection task, elicited a significant error-related negativity (ERN), indicating greater subjective relevance and cognitive-emotional monitoring during decision-making.
Area of Science:
- Neuroeconomics
- Cognitive Neuroscience
- Behavioral Economics
Background:
- Utility functions are central to economic theories but lack a universally accepted measurement method.
- Assessing the neural underpinnings of utility function determination is crucial for advancing economic modeling.
Purpose of the Study:
- To investigate and compare two economic methods for describing utility functions: a lottery game and a bisection task.
- To assess the neural correlates of these methods using response-locked event-related potentials (ERPs).
Main Methods:
- Utilized a lottery game with a 0.5 probability of winning to determine the certainty equivalent.
- Employed a standard bisection task for direct identification of subjects' utility functions.
- Measured response-locked event-related potentials (ERPs), specifically focusing on error-related negativity (ERN).
Main Results:
- The lottery task, particularly for choices distant from the indifference point, elicited a pronounced negativity similar to the error-related negativity (ERN).
- The bisection task did not produce a significant ERN, regardless of response accuracy.
- These findings suggest that lottery decisions possess greater subjective relevance, activating cognitive-emotional monitoring.
Conclusions:
- Decisions in the lottery task engage cognitive-emotional monitoring systems, unlike those in the bisection task.
- The bisection method appears unaffected by probability valuation or risk parameters.
- Combining lottery and bisection tasks can differentiate between payoff and probability valuation in economic decision-making.

