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Set size effects and the neural representation of value

Louie K, Glimcher PW
In Neuroscience of preference and choice. Dolan R. and Sharot, T. eds. Elsevier (in press)

Rational theories of choice assume that more options lead to better outcomes, and psychological studies traditionally find that decision-makers prefer more choice alternatives to less. However, emerging evidence suggests that both psychological and behavioral costs emerge as choice set sizes grow exceedingly large. Extensive choice sets are demotivating, decreasing the incentive to make a selection, and generate lower outcome satisfaction and more regret when a decision is made. Behavioral examples of context-dependent preference and violations of rationality suggest that these psychological costs may reflect the effects of set size on the decision process itself. Here, we examine how the array of alternatives influences neural activity in the brain areas involved in decision-making, with a focus on the primate visuo-saccadic system. Detailed knowledge about the neural representation of value, in particular the role of normalization mechanisms and uncertainty, may provide key insight on the source of behavioral set size effects.

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