bioRxivNeurosciencePreprint
Willingness to Pay in the Human Brain: A fMRI Activation Likelihood Estimation Meta-analysis
Abstract
The neural substrate of willingness to pay (WTP) ultimately supports human economic exchange activities and plays a crucial role in daily life. This paper aimed to identify the neural basis of WTP for food and nonfood, as well as the brain regions related to real and hypothetical WTP choices. We found the human brain centers of WTP by performing an activation likelihood estimation (ALE) meta-analysis (27 experiments, 796 subjects) on the existing neuroimaging studies. The conjunction analysis revealed that WTP for food and nonfood engaged a common cluster in the paracingulate and cingulate gyrus, revealing a common reward circuit in the brain. The frontal medial cortex and paracingulate gyrus were particularly activated by WTP for nonfood. Furthermore, the left caudate, left thalamus, angular gyrus and supramarginal gyrus (subregions of inferior parietal lobule) were more convergently activated by hypothetical WTP choice. Our findings support the idea that a common currency representation in the brain and reward-specific neural basis. Results also provide evidence of neural representations of the hypothetical bias.
- organism: human
- assay: imaging
- research focus: cell type annotation
- research focus: clustering
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- 'Wanting' versus 'Needing' related value: an fMRI meta-analysis
Juvenal Bosulu, Max‐Antoine Allaire, … Sébastien Hétu·Brain and BehaviorPeer-reviewed·Aug 24, 2022
- Neural substrates underlying the expectation of rewards resulting from effortful exertion
Aram Kim, Vikram S. Chib·bioRxiv·Feb 1, 2024
- The neural basis of cost-benefit trade-offs in effort investment: a quantitative activation likelihood estimation meta-analysis
Nathaniel Edgar, Kevin da Silva Castanheira, … A. Ross Otto·Cognitive Affective & Behavioral NeurosciencePeer-reviewed·Feb 14, 2026
- Reward Network Activations of Win versus Loss in a Monetary Gambling Task
Chella Kamarajan, Babak Assai Ardekani, … Bernice Porjesz A·Behavioral SciencesPeer-reviewed·Jul 22, 2025
- Neural signatures of value comparison in human cingulate cortex during decisions requiring an effort-reward trade-off
Miriam C Klein-Flugge, Steven W Kennerley, … Sven Bestmann·The Journal of NeurosciencePeer-reviewed·Sep 28, 2016
- Striatal-frontal network activation during voluntary task selection under conditions of monetary reward
Joseph M. Orr, Michael J. Imburgio, … Marie T. Banich·Cognitive Affective & Behavioral NeurosciencePeer-reviewed·Jan 29, 2019