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Individual differences in functional brain connectivity predict temporal discounting preference in the transition to
Jeya Anandakumar1, Kathryn L Mills2, Eric A Earl1
1Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, OR, United States.
As children mature into adolescence, their preference for delayed rewards increases. Brain connectivity between valuation and cognitive control systems further explains these changes in decision-making behavior.
Area of Science:
- Neuroscience
- Developmental Psychology
- Cognitive Science
Background:
- Adolescence involves behavioral shifts, particularly in reward valuation and delay discounting.
- Previous research linked age to reward preference, but neural circuitry is also implicated.
Purpose of the Study:
- To investigate how age and neural connectivity influence delay discounting during the childhood-to-adolescence transition.
- To examine the roles of functional connectivity within and between valuation and cognitive control systems.
Main Methods:
- Utilized mixed-effects modeling and linear regression on longitudinal and cross-sectional MRI and behavioral data.
- Analyzed data from 64 individuals (ages 7-15, 137 scans) and 84 individuals (ages 7-13).
Main Results:
- Both samples demonstrated an age-related increase in preference for larger, delayed rewards.
- Neural connectivity strength explained additional variance in discounting behavior beyond age.
Conclusions:
- Individual differences in functional brain organization contribute to age-related changes in reward valuation.
- Brain circuitry, not just age, is crucial for understanding shifts in decision-making during adolescence.
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