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Updated: Jun 24, 2025

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Published on: October 13, 2023
Personal Income Performance Correlates with Brain Structural Network Modularity but Not Intelligence Quotient
Fanny Nusbaum1, Salem Hannoun2, Berardino Barile3
1Health Systemic Process (P2S), UR 4129, Université Claude Bernard-Lyon 1, Université de Lyon, Lyon, France.
Personal income performance correlates with modular brain connectivity, not intelligence quotient (IQ). This suggests efficient, rapid brain networks, rather than academic skills, may drive financial success.
Area of Science:
- Neuroscience
- Brain Imaging
- Graph Theory
Background:
- Brain structural connectivity is increasingly studied using diffusion tensor imaging (DTI) and graph theory.
- Understanding the neural basis of socioeconomic factors like personal income (PI) is crucial.
Purpose of the Study:
- To investigate the association between brain structural connectivity and personal income (PI) in adults.
- To explore the relationship between brain network organization, intelligence quotient (IQ), and PI performance.
Main Methods:
- Utilized diffusion tensor imaging (DTI) and tract-based spatial statistics (TBSS) on 55 male subjects.
- Applied brain graph techniques to analyze structural connectivity and generate graph metrics.
- Assessed full-scale IQ (FSIQ) using the Wechsler Adult Intelligence Scale and calculated PI performance score.
Main Results:
- Brain network modularity positively correlated with PI performance score (p=0.003) and negatively with FSIQ (p=0.04).
- No significant correlation was found between IQ indices and PI performance.
- TBSS revealed greater axial and mean diffusivities in high-performance groups, linked to modular brain organization.
Conclusions:
- Personal income performance is strongly associated with a modular brain structural connectivity, indicating efficient, rapid processing networks.
- The lack of correlation between performance and IQ suggests that decision-making networks, rather than academic reasoning, may be more influential in PI.
- Findings imply that specialized brain network organization, not general intelligence, may underpin financial success.
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