ArticlePsychological review2022
A model of mood as integrated advantage.
Article in Psychological review, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 1 of them a synthesis that pooled it.
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Who cites it
35 citing papers in PubMed, 1 synthesis or guideline pooled it.
- An individual participant data meta-analysis of how physical activity relates to affective well-being in daily life.Nature human behaviour · 2026Pooled it
- Dissociable roles of reward prediction error in the contrasting mood dynamics of depression and anxiety.eLife · 2026Article
- Article
- Emotional reactions to real-world events predict shifts in longer term affective states.Emotion (Washington, D.C.) · 2026Article
- Affective valence as a computational signal for learning value.Communications psychology · 2026Article
- Dopamine dynamics in human anterior cingulate cortex during Pavlovian-instrumental conflict.bioRxiv : the preprint server for biology · 2026Article
- Overall quality of life and emotional regulation among inmates: A narrative review.Psychiatry and clinical neurosciences · 2026Review
- Glucose levels are associated with mood, but the association is mediated by ratings of metabolic state.EBioMedicine · 2026Observational
- The Dynamics of Mood in Bipolar Disorder: How Mathematical Models Help Phenotype Individuals, Forecast Mood, and Clarify Underlying Mechanisms.Current psychiatry reports · 2025Review
- Emotion rigidity in adolescents prospectively predicts future depressive symptoms assessed via self-report and clinical interview.Behaviour research and therapy · 2025Article
- Emotions and individual differences shape human foraging under threat.Nature. Mental health · 2025Article
- Affective integration in experience, judgment, and decision-making.Communications psychology · 2024Review
- [Emotions in chronic pain : Changes in the course of day clinic interdisciplinary multimodal pain therapy].Schmerz (Berlin, Germany) · 2024Article
- Navigating Uncertainty: The Role of Mood and Confidence in Decision-Making Flexibility and Performance.Behavioral sciences (Basel, Switzerland) · 2024Article
- Intraindividual Fluctuation in Optimism Under Daily Life Circumstances: A Longitudinal Study.Affective science · 2024Article
- Latent-state and model-based learning in PTSD.Trends in neurosciences · 2024Review
- Deep CANALs: a deep learning approach to refining the canalization theory of psychopathology.Neuroscience of consciousness · 2024Article
- Affect-congruent attention modulates generalized reward expectations.PLoS computational biology · 2023Article
- Leveraging Decision Science to Characterize Depression.Current directions in psychological science · 2023Article
- The computational psychopathology of emotion.Psychopharmacology · 2023Review
Corrections and comments
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Authors and funding
3 authors.
Funding
Abstract
Mood is an integrative and diffuse affective state that is thought to exert a pervasive effect on cognition and behavior. At the same time, mood itself is thought to fluctuate slowly as a product of feedback from interactions with the environment. Here we present a new computational theory of the valence of mood-the Integrated Advantage model-that seeks to account for this bidirectional interaction. Adopting theoretical formalisms from reinforcement learning, we propose to conceptualize the valence of mood as a leaky integral of an agent's appraisals of the Advantage of its actions. This model generalizes and extends previous models of mood wherein affective valence was conceptualized as a moving average of reward prediction errors. We give a full theoretical derivation of the Integrated
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.