Integrating dual-process decision making and social dynamics: A formal modeling framework for addiction.
Psychological Review, Vol 133(4), Jul 2026, 864-891; doi:10.1037/rev0000584
Currently, formal models of addiction focus either on the complex individual decision-making processes involved in addiction or on the social dynamics of addiction. They do not integrate these two levels, which has been identified as a key shortcoming of current formal models of addiction. To address this, we propose a nonlinear dynamical modeling framework of addiction integrating both the individual level and social level of addictive behavior. The individual level of our modeling framework is a formalization of a dual-process theory, where one type of process increases the consumption of addictive goods, and another type of process limits consumption. For our formalization, we build on a well-studied model from ecology, originally used to model periodic outbreaks of the spruce budworm population. To this model, we add the process of incentive sensitization at the individual level and at the social level, we incorporate the critical processes of selection homophily and peer influence. We show that our integrated modeling framework can be used to explain key phenomena identified in addiction literature: a gradual transition to heavy use, sudden relapse and sudden quitting, relatively stable use states over time (i.e., abstinence moderate use, and heavy use), social contagion and sudden outbreaks, clustering of users, and social aid in recovery. In addition, we demonstrate how our modeling framework can be extended to include mutualistic, competitive, and more complex interactions between different addictive behaviors. Finally, we show how our framework can lead to new insights and predictions and suggest avenues for future research. (PsycInfo Database Record (c) 2026 APA, all rights reserved)
PCOS’s new name is PMOS, a small letter change that required a big scientific process
PCOS is dead. Long live PMOS.
Revealed Tuesday, the one-letter change in nomenclature for a common metabolic condition in women may seem unremarkable, but it follows more than a decade of vigorous debate over the need for a name that more precisely and completely describes what until now was known as polycystic ovary syndrome (PCOS).
Case Report: Recurrent pathogenic mutation c.110G>A in DHDDS gene
Application of neuromodulation techniques in irritable bowel syndrome
Long-term neurodevelopment in preterm neonates with necrotizing enterocolitis: systematic review and meta-analysis
Association between childhood ADHD problems and premature mortality: identifying modifiable cardiovascular mechanisms in a UK population cohort
Erratum
Erratum to: “The Link Between Weight Gain and Hippocampal Atrophy in Bipolar Disorder: A Longitudinal Investigation in 934 Participants,” by Fraiha-Pegado et al. (Biol Psychiatry 2026); https://doi.org/10.1016/j.biopsych.2026.01.020.
Dysfunctional brain circuits overlap in lesional and idiopathic obsessive-compulsive disorder
Obsessive-compulsive disorder (OCD) may develop following brain lesions, but lesion distribution and connectivity patterns are unknown.
Real-time brain-controlled selective hearing enhances speech perception in multi-talker environments
Nature Neuroscience, Published online: 11 May 2026; doi:10.1038/s41593-026-02281-5
This study shows that brain signals can identify and amplify the voice a person wants to hear in a crowded scene. Choudhari et al. provide evidence that brain-controlled hearing can improve speech perception and clarity in noisy environments.

