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Value-based attention but not divisive normalization influences decisions with multiple alternatives.


ABSTRACT: Violations of economic rationality principles in choices between three or more options are critical for understanding the neural and cognitive mechanisms of decision-making. A recent study reported that the relative choice accuracy between two options decreases as the value of a third (distractor) option increases and attributed this effect to divisive normalization of neural value representations. In two preregistered experiments, a direct replication and an eye-tracking experiment, we assessed the replicability of this effect and tested an alternative account that assumes value-based attention to mediate the distractor effect. Surprisingly, we could not replicate the distractor effect in our experiments. However, we found a dynamic influence of distractor value on fixations to distractors as predicted by the value-based attention theory. Computationally, we show that extending an established sequential sampling decision-making model by a value-based attention mechanism offers a comprehensive account of the interplay between value, attention, response times and decisions.

SUBMITTER: Gluth S 

PROVIDER: S-EPMC7306407 | biostudies-literature | 2020 Jun

REPOSITORIES: biostudies-literature

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Value-based attention but not divisive normalization influences decisions with multiple alternatives.

Gluth Sebastian S   Kern Nadja N   Kortmann Maria M   Vitali Cécile L CL  

Nature human behaviour 20200203 6


Violations of economic rationality principles in choices between three or more options are critical for understanding the neural and cognitive mechanisms of decision-making. A recent study reported that the relative choice accuracy between two options decreases as the value of a third (distractor) option increases and attributed this effect to divisive normalization of neural value representations. In two preregistered experiments, a direct replication and an eye-tracking experiment, we assessed  ...[more]

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