Individual differences in probabilistic learning and updating predictive representations in individuals with obsessive-compulsive tendencies
Bianka BrezóczkiiD, Bence Csaba FarkasiD, Flóra HanniD, Orsolya PesthyiD, Eszter Tóth-FáberiD, Kinga FarkasiD, Katalin CsigóiD, Dezső NémethiD, Teodóra VékonyiD
Abstract
Obsessive-compulsive (OC) tendencies involve intrusive thoughts and rigid, repetitive behaviours that also manifest at the subclinical level in the general population. The neurocognitive factors driving the development and persistence of the excessive presence of these tendencies remain highly elusive, though emerging theories emphasize the role of implicit information processing. Despite various empirical studies on distinct neurocognitive processes, the incidental retrieval of environmental structures in dynamic and noisy environments, such as probabilistic learning, has received relatively little attention. In this study, we aimed to unravel potential individual differences in implicit probabilistic learning and the updating of predictive representations related to OC tendencies in the general population. We conducted two independent online experiments (NStudy1 = 164, NStudy2 = 257) with young adults. Probabilistic learning was assessed using a reliable implicit visuomotor probabilistic learning task, which involved sequences with second-order non-adjacent dependencies. Our findings revealed that even among individuals displaying a broad spectrum of OC tendencies within a non-clinical population, implicit probabilistic learning remained remarkably robust. Furthermore, the results highlighted effective updating capabilities of predictive representations, which were not influenced by OC tendencies. These results offer new insights into individual differences in probabilistic learning and updating in relation to OC tendencies, contributing to theoretical, methodological, and practical approaches for understanding the maladaptive behavioural manifestations of OC disorder and subclinical tendencies.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 4
- FWCI
- 4.70
- Field percentile
- top 6%
- Approach
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
- Obsessive-Compulsive Tendencies Shift the Balance Between Competitive Neurocognitive Functions
Bianka Brezóczki, Teodóra Vékony, … Dezső Németh·iSciencePeer-reviewed·Jul 20, 2026
- Memory Trace Imbalance in Reinforcement and Punishment Systems Can Reinforce Implicit Choices Leading to Obsessive-Compulsive Behavior
Yuki Sakai, Yutaka Sakai, … Saori Tanaka·Cell ReportsPeer-reviewed·Aug 1, 2022
- Impaired differential learning of fear versus safety signs in obsessive-compulsive disorder
Björn Elsner, Benedikt Reuter, … Jan‐Carl Beucke·PsychophysiologyPeer-reviewed·Oct 17, 2021
- Action-outcome knowledge dissociates from behavior in obsessive-compulsive disorder following contingency degradation
Matilde Maria Serena Vaghi, Rudolf N. Cardinal, … Trevor William Robbins·Biological Psychiatry Cognitive Neuroscience and NeuroimagingPeer-reviewed·Oct 9, 2018
- Anxious and obsessive-compulsive traits are independently associated with valuation of non-instrumental information
D. Bennett, K. Sutcliffe, … S. Bode·bioRxiv·May 5, 2020
- Perceptual predictions track subjective, over objective, statistical structure
Jessye Clarke, Kirsten Rittershofer, … Clare Press·bioRxiv·Jul 30, 2025