Indecision and recency-weighted evidence integration in non-clinical and clinical settings
Abstract
Biases in information gathering are common in the general population and reach pathological extremes in paralysing indecisiveness, as in obsessive-compulsive disorder (OCD). Here we adopt a new perspective on information gathering and demonstrate an information integration bias whereby there is over-weighting of most recent information via evidence strength updates (ΔES). In a crowd-sourced sample (N = 5,237), we find that a reduced ΔES weighting drives indecisiveness along an obsessive-compulsive spectrum. We replicate this attenuated ΔES weighting in a second lab-based study (N = 105) that includes a transdiagnostic obsessive-compulsive spectrum encompassing OCD and generalized anxiety patients. Using magnetoencephalography (MEG), we trace ΔES signals to a late neural signal peaking at ~920 ms. Critically, highly obsessive-compulsive participants, across diagnoses, show an attenuated neural ΔES signal in mediofrontal areas, while other decision-relevant processes remain intact. Our findings establish biased information weighting as a driver of information gathering, where attenuated ΔES is linked to indecisiveness across an obsessive-compulsive spectrum.
Fields of Study & Subjects
Obsessive-Compulsive Spectrum Disorders
Anxiety
Depression
Psychometrics
Treatment
Cognitive Processes
Neural and Behavioral Psychology Studies
Publication details
- Journal / source
- Nature Human Behaviour
- Publisher
- Springer Science and Business Media LLC
- Volume
- 10
- Issue
- 4
- Pages
- 727–740
- Publication date
- 21 January 2026
- Language
- EN