Neural underpinnings of decision strategy selection: a review and a theoretical model

Szymon Wichary , Tomasz Smoleń

Abstract

In multi-attribute choice, decision makers use various decision strategies to arrive at the final choice. What are the neural mechanisms underlying decision strategy selection? The first goal of this paper is to provide a literature review on the neural underpinnings and cognitive models of decision strategy selection and thus set the stage for a unifying neurocognitive model of this process. The second goal is to outline such a unifying, mechanistic model that can explain the impact of noncognitive factors (e.g. affect, stress) on strategy selection. To this end, we review the evidence for the factors influencing strategy selection, the neural basis of strategy use and the cognitive models explaining this process. We also present the neurocognitive Bottom-Up Model of Strategy Selection (BUMSS). The model assumes that the use of the rational, normative Weighted Additive strategy and the boundedly rational heuristic Take The Best can be explained by one unifying, neurophysiologically plausible mechanism, based on the interaction of the frontoparietal network, orbitofrontal cortex, anterior cingulate cortex and the brainstem nucleus locus coeruleus. According to BUMSS, there are three processes that form the bottom-up mechanism of decision strategy selection and lead to the final choice: 1) cue weight computation, 2) gain modulation, and 3) weighted additive evaluation of alternatives. We discuss how these processes might be implemented in the brain, and how this knowledge allows us to formulate novel predictions linking strategy use and neurophysiological indices.
Author Szymon Wichary (WP)
Szymon Wichary,,
- Faculty of Psychology
, Tomasz Smoleń
Tomasz Smoleń,,
-
Journal seriesFrontiers in Neuroscience, ISSN 1662-453X, (A 30 pkt)
Issue year2016
Vol10
Pages1-13
Publication size in sheets25
Keywords in Englishstrategy selection, multi-attribute choice, decision-making, neurocognitive model, arousal, gain modulation
DOIDOI:10.3389/fnins.2016.00500
URL http://journal.frontiersin.org/article/10.3389/fnins.2016.00500
Languageen angielski
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wichary_smolen_2016_BUMSS_front neurosci_Author's Proof.pdf 811.14 KB
oswiadczenie_publikacja_wichary_2016_FrontNeurosci.pdf 417.88 KB
Score (nominal)30
Publication indicators WoS Impact Factor: 2016 = 3.566 (2) - 2016=3.941 (5)
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