The roles of valuation and reward processing in cognitive function and psychiatric disorders
- PMID: 28415138
- PMCID: PMC5432390
- DOI: 10.1111/nyas.13327
The roles of valuation and reward processing in cognitive function and psychiatric disorders
Abstract
In neuroeconomics, valuation refers to the process of assigning values to states and actions on the basis of the animal's current representation of the environment, while reward processing corresponds to processing the feedback received from the environment to update the values of states and actions. In this article, we review the brain circuits associated with valuation and reward processing and argue that these are fundamental processes critical to many cognitive functions. Specifically, we focus on the role of valuation and reward processing in attention, memory, decision making, and learning. Next, the extant neuroimaging literature on a number of psychiatric disorders is reviewed (i.e., addiction, pathological gambling, schizophrenia, and mood disorders), and an argument is made that associated deficits in cognitive functions can be explained in terms of abnormal valuation and reward processing. The review concludes with the impact of this framework in clinical settings and prescriptions for future research, in particular with regard to the conversions of qualitatively different valuation systems into a system of common currency.
Keywords: cognitive function; psychiatric disorders; reward processing; valuation.
© 2017 New York Academy of Sciences.
Figures
Similar articles
-
Functional neuroimaging of reward processing and decision-making: a review of aberrant motivational and affective processing in addiction and mood disorders.Brain Res Rev. 2008 Nov;59(1):164-84. doi: 10.1016/j.brainresrev.2008.07.004. Epub 2008 Jul 21. Brain Res Rev. 2008. PMID: 18675846 Review.
-
[Gambling brain].Brain Nerve. 2013 Jan;65(1):77-83. Brain Nerve. 2013. PMID: 23300105 Review. Japanese.
-
A review of neuroeconomic gameplay in psychiatric disorders.Mol Psychiatry. 2020 Jan;25(1):67-81. doi: 10.1038/s41380-019-0405-5. Epub 2019 Apr 30. Mol Psychiatry. 2020. PMID: 31040383 Free PMC article. Review.
-
Reward-related decision-making in schizophrenia: A multimodal neuroimaging study.Psychiatry Res Neuroimaging. 2019 Apr 30;286:45-52. doi: 10.1016/j.pscychresns.2019.03.007. Epub 2019 Mar 14. Psychiatry Res Neuroimaging. 2019. PMID: 30897449
-
Action-oriented predictive processing and the neuroeconomics of sub-cognitive reward.Behav Brain Sci. 2013 Jun;36(3):225-6. doi: 10.1017/S0140525X12002166. Epub 2013 May 10. Behav Brain Sci. 2013. PMID: 23663479
Cited by
-
Behavioral Paradigms to Probe Individual Mouse Differences in Value-Based Decision Making.Front Neurosci. 2019 Feb 7;13:50. doi: 10.3389/fnins.2019.00050. eCollection 2019. Front Neurosci. 2019. PMID: 30792620 Free PMC article.
-
Fluoxetine degrades luminance perceptual thresholds while enhancing motivation and reward sensitivity.Front Pharmacol. 2023 Apr 20;14:1103999. doi: 10.3389/fphar.2023.1103999. eCollection 2023. Front Pharmacol. 2023. PMID: 37153796 Free PMC article.
-
The impact of reward on attention in schizophrenia.Schizophr Res Cogn. 2018 May 30;12:66-73. doi: 10.1016/j.scog.2018.05.001. eCollection 2018 Jun. Schizophr Res Cogn. 2018. PMID: 29928599 Free PMC article.
-
Neurobiological foundations and clinical relevance of effort-based decision-making.Brain Imaging Behav. 2024 Oct;18(5):1-30. doi: 10.1007/s11682-024-00890-x. Epub 2024 May 31. Brain Imaging Behav. 2024. PMID: 38819540 Review.
-
The roles of intrinsic motivation and capability-related factors in cognitive effort-based decision-making.Front Psychol. 2024 May 2;15:1303262. doi: 10.3389/fpsyg.2024.1303262. eCollection 2024. Front Psychol. 2024. PMID: 38756501 Free PMC article.
References
-
- Sutton R, Barto A. Reinforcement Learning: An Introduction. MIT Press; 1998.
-
- O’Doherty J, Kringelbach ML, Rolls ET, Hornak J, Andrews C. Abstract reward and punishment representations in the human orbitofrontal cortex. Nature Neuroscience. 2001;4:95–102. - PubMed
Publication types
MeSH terms
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical