Frontopolar cortex and decision-making efficiency: Comparing brain activity of experts with different professional background during an exploration-exploitation task

Daniella Laureiro-Martínez, Nicola Canessa, Stefano Brusoni, Maurizio Zollo, Todd Hare, Federica Alemanno, Stefano F. Cappa

Research output: Contribution to journalArticle

25 Citations (Scopus)

Abstract

An optimal balance between efficient exploitation of available resources and creative exploration of alternatives is critical for adaptation and survival. Previous studies associated these behavioral drives with, respectively, the dopaminergic mesocorticolimbic system and frontopolar-intraparietal networks. We study the activation of these systems in two age and gender-matched groups of experienced decision-makers differing in prior professional background, with the aim to understand the neural bases of individual differences in decision-making efficiency (performance divided by response time). We compare brain activity of entrepreneurs (who currently manage the organization they founded based on their venture idea) and managers (who are constantly involved in making strategic decisions but have no venture experience) engaged in a gambling-task assessing exploitative vs. explorative decision-making. Compared with managers, entrepreneurs showed higher decision-making efficiency, and a stronger activation in regions of frontopolar cortex (FPC) previously associated with explorative choice. Moreover, activity across a network of regions previously linked to explore/exploit tradeoffs explained individual differences in choice efficiency. These results suggest new avenues for the study of individual differences in the neural antecedents of efficient decision-making.

Original languageEnglish
Article number927
JournalFrontiers in Human Neuroscience
Volume7
Issue numberJAN
DOIs
Publication statusPublished - Jan 22 2014

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Decision Making
Individuality
Brain
Gambling
Reaction Time
Research Design

Keywords

  • Decision-making
  • Efficiency
  • Exploration-exploitation
  • fMRI
  • Frontopolar cortex

ASJC Scopus subject areas

  • Psychiatry and Mental health
  • Neurology
  • Biological Psychiatry
  • Behavioral Neuroscience
  • Neuropsychology and Physiological Psychology

Cite this

Frontopolar cortex and decision-making efficiency : Comparing brain activity of experts with different professional background during an exploration-exploitation task. / Laureiro-Martínez, Daniella; Canessa, Nicola; Brusoni, Stefano; Zollo, Maurizio; Hare, Todd; Alemanno, Federica; Cappa, Stefano F.

In: Frontiers in Human Neuroscience, Vol. 7, No. JAN, 927, 22.01.2014.

Research output: Contribution to journalArticle

Laureiro-Martínez, Daniella ; Canessa, Nicola ; Brusoni, Stefano ; Zollo, Maurizio ; Hare, Todd ; Alemanno, Federica ; Cappa, Stefano F. / Frontopolar cortex and decision-making efficiency : Comparing brain activity of experts with different professional background during an exploration-exploitation task. In: Frontiers in Human Neuroscience. 2014 ; Vol. 7, No. JAN.
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