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Not yet recruitingNCT07759973COBRAUpdated Oct 6, 2026

Neurocomputational Dynamics of Cooperation

An interventional study of Social Learning Task Battery, Clinical Cohort and Social Learning Task Battery, Online Cohort in Social Cognition, Personality Disorder and Mental Health, sponsored by University of Pittsburgh. Not yet recruiting at 1 site in United States. Open to participants aged 18 Years to 100 Years, including healthy volunteers. Per ClinicalTrials.gov, last updated 2026-10-06.

Sponsored by University of Pittsburgh · Not applicable, Interventional, and Basic science

Updated Oct 6, 2026Start date movedGo to Updates ↓
Phase
Not applicable
Study type
Interventional
Enrollment
1,612
Allocation
Non-randomized
Ages
18 Years to 100 Years
Sex
All
01

Study summary

The purpose of this study is to understand brain function, how people make decisions when they interact with others, and how brain function and behavior relate to personality traits.

Read the detailed description

Problems in cooperating with others define antagonism, a transdiagnostic dimension of psychopathology expressed in personality and externalizing disorders. People high on antagonism are prone to aggressive, callous, and exploitative behaviors that damage relationships and incur substantial costs in the form of productivity loss, substance misuse, and criminality. While clinical theories link antagonism to deficits in social cognition, it is hard to deny that exploiting others requires an understanding of their mind. This apparent contradiction can be resolved by distinguishing between two facets of antagonism: callousness and exploitativeness. Prior work by the investigators and preliminary data inform the hypothesis that exploitativeness reflects an enhanced capacity to learn about the mental states and behaviors of others coupled with an increased sensitivity to personal, rather than shared, rewards. In contrast, callousness reflects a broader insensitivity to social feedback. The investigators hypothesize that these dissociable social learning processes are instantiated in canonical circuits that expanded during anthropogenesis to support mentalizing and self-directed thought. These learning signals, which track behaviorally salient features of the social environment, are integrated in the posterior hub of the default network (DN) where they drive adaptive cooperation. This study proposes to test these hypotheses in two samples elevated on antagonism. At the behavioral level, participants are characterized using a battery of personality and psychopathology measures, social and reward-based decision-making tasks, and corresponding hierarchically estimated reinforcement learning (RL) models (Aim 1). In a model-based functional magnetic resonance imaging (fMRI) study, model-derived learning signals and facets of antagonism are linked to underlying neural activity during cooperative decision-making (Aim 2). Leveraging the multi-timescale design of our study, the investigators plan to relate neurocomputational signatures of callousness and exploitativeness to mentalizing abilities, multi-informant reports of momentary interpersonal behavior, and prospective stress generation. Certain elements of study design are withheld from this record to protect the scientific integrity of the study design.

02

Conditions studied

  • Social Cognition
  • Personality Disorder
  • Mental Health
  • Interpersonal Conflict

Keywords

  • Mental Health
  • Multi-informant EMA
  • Neuroimaging
  • fMRI
  • Informant
  • Multi-method
  • Ecological Momentary Assessment
  • Self-report
  • Longitudinal
03

In context

Personality Disorders

126 studies on the registry are indexed under Personality Disorders; 24 are open to participants now.

This study's planned enrollment of 1,612 is above the median of 84 across 81 interventional studies indexed under Personality Disorders.

Browse Personality Disorders studies →

Lead sponsor

University of Pittsburgh is the lead sponsor of 1,419 studies on the registry; 168 are open to participants now.

Of its 9 completed or terminated interventional studies of FDA-regulated products, 4 (44%) have results posted.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
18 Years to 100 Years
Sexes eligible
All
Accepts healthy volunteers
Yes

Eligibility criteria

Online cohort inclusion criteria:

  • English fluency
  • US residency
  • Owner of a desktop or laptop computer
  • Adult aged 18-100

Online cohort exclusion criteria:

  • Participants who have participated in an earlier version of the study
  • Inability to consent
  • Self-reported history of neurological disorder or brain damage
  • Self-endorsed history of psychosis or mania

Clinical cohort inclusion criteria:

  • Adult aged 20-60 years old
  • English fluency
  • Owner of a smartphone with celluar data

Clinical cohort exclusion criteria:

  • Inability to consent
  • Self-reported history of neurological disorder or brain damage
  • Clinician-rated psychosis or mania in the last 6 months
  • Current intoxication or withdrawal
  • Estimated IQ \< 70
  • fMRI safety concerns
  • Pregnancy
  • Lack of stable psychiatric treatment (e.g., medication dosage, therapy modality) for the previous two months

Informant inclusion criteria:

  • Adult aged 18+ years old
  • English fluency
  • Owner of a smartphone with celluar data
  • Must have 4+ interactions/week with the participant for at least 6 months prior to study baseline

Informant exclusion criteria:

- Lack of a smartphone with cellular data at study baseline

05

Study design

Phase
Not applicable
Primary purpose
Basic science
Allocation
Non-randomized
Intervention model
Parallel assignment
Masking
None (open label)
Enrollment
1,612 participants (estimated)

Study arms

  • Experimental
    Online Cohort

    The online cohort will include 718 adults ages 18-100 who will complete 1) a battery of behavioral tasks designed to assess social learning and mentalizing abilities, and 2) self-report measures assessing personality, externalizing symptoms, interpersonal functioning, and psychopathology.

    Behavioral: Social Learning Task Battery, Online Cohort

  • Experimental
    Clinical Cohort

    The study will enroll up to 416 clinical-cohort participants, with an anticipated final eligible sample of 239 adults ages 20-60 who will complete 1) a structured clinical interview and neuropsychological assessments, 2) self-report measures assessing personality, externalizing symptoms, interpersonal functioning, and psychopathology, 3) lab-based tasks designed to assess social learning and mentalizing abilities while monitoring physiological responding with Biopac, 4) task-based fMRI, 5) 21-day ecological momentary assessment (EMA) protocol, and 6) additional self-report questionnaires at three yearly follow-ups. The investigators expect to enroll 416 participants for the start of the protocol to yield 239 final eligible participants to complete fMRI and EMA.

    Behavioral: Social Learning Task Battery, Clinical Cohort

  • No intervention
    Informants

    Additionally, 2 informants (ages 18+) for each participant will be recruited to complete self-report measures, one of whom will also enroll in EMA.

Interventions

  • BehavioralSocial Learning Task Battery, Clinical Cohort

    In the primary study task, participants engage in a modified iterative trust game. The task is completed in the fMRI scanner and takes about 35 minutes. Participant choices earn feedback in the form of monetary gains or losses. All participants are debriefed on the motivation behind the task at the end of their visit.

  • BehavioralSocial Learning Task Battery, Online Cohort

    In the primary study task, participants engage in a modified iterative trust game. Participant choices earn feedback in the form of monetary gains or losses. All participants are debriefed on the motivation behind study task at the end of their visit.

06

What researchers measure

Primary outcomes

  1. Participant-level Coaxing Score

    Participant coaxing behavior will be measured during the primary social learning task. Coaxing will be operationalized as the difference in the participant's return rate between exchange and secrecy modes on trials in which the coplayer decides not to share. In exchange mode, the participant knows whether the coplayer chose to share or keep the monetary incentive before indicating whether they would return it. In secrecy mode, the participant must make the return decision before learning the coplayer's choice. The coaxing score is calculated as the exchange-mode return rate minus the secrecy-mode return rate. Scores range from -1 to 1, with positive values indicating greater strategic coaxing and 0 indicating no difference between modes.

    Time frame: During behavioral task visit at study baseline (clinical cohort) or during single online study session (online cohort)

Secondary outcomes

  1. Mean Informant-rated Momentary Manipulativeness

    Manipulativeness will be assessed using the study-specific Interpersonal Dynamics EMA Battery. The informant-rated manipulativeness scale contains 3 items, each rated from 1 ("strongly disagree") to 5 ("strongly agree"). At each assessment, responses to the 3 items will be averaged to produce a momentary manipulativeness score that ranges from 1 to 5. Higher scores indicate greater informant-rated manipulativeness.

    Time frame: Post-baseline 21-day EMA period within year 1 of the study

  2. Latent Mentalizing Factor

    A latent mentalizing factor will be derived using CFA, with participants' scores on three social cognition tasks serving as indicators. The latent factor will be standardized to a mean of 0 and standard deviation of 1 in the study sample and therefore has no fixed theoretical minimum or maximum. Higher factor scores indicate greater mentalizing ability.

    Time frame: Baseline

  3. Interpersonal Stress

    Interpersonal stress will be assessed using the marital- or partner-relationship and other-relationship life domains of the Stress and Adversity Inventory for Adults. At each follow-up, the frequency scores for stressors in these two domains will be averaged to produce an interpersonal stress score. The score ranges from a minimum of 0 stressors, with no limit on reported stressor maximums. Higher scores indicate more frequent exposure to interpersonal relationship stressors.

    Time frame: At 12, 24, and 36 months after baseline

07

Study locations

1 site
  • University of Pittsburgh, Bellefield Towers
    Pittsburgh, Pennsylvania 15213, United States
    • Michelle M Berry, MPS · Contactberrymic@pitt.edu · 424-380-1194
    • Amanda Collier, BS · Contactcollieral@upmc.edu · 412-901-2938
    • Timothy A Allen, PhD · Principal investigator
    • Alexandre Dombrovski, MD · Sub investigator
08

References and documents

Individual participant data

Plan to share: Yes — Individual participant data (IPD) will be shared via the National Institute of Mental Health Data Archive (NDA) in accordance with National Institutes of Health (NIH) Data Management and Sharing Policy. Data will be de-identified and made available to qualified researchers upon request after publication of primary results or completion of the study, as outlined in the NIH-approved Data Sharing Plan. Task code will be posted on GitHub and/or OSF.

Supporting information: Analytic code

Time frame: All data will be deposited to NDA starting 12 months after the award begins and will be deposited every six months thereafter following the usual NDA data submission dates. IPD and supporting information will be available when the award ends (anticipated 06/30/2031). NDA will make decisions about how long to preserve the data, but that data archive has not deleted any deposited data up to now.

Access criteria: Deidentified data will be findable for the research community through the NDA Collection that will be established when this application is funded. For all publications, an NDA study will be created. Each of those studies is assigned a digital object identifier (DOI). This data DOI will be referenced in the publication to allow the research community easy access to the exact data used in the publication. To request access to the data, qualified researchers will use the standard processes at NDA, and the NDA Data Access Committee will decide which requests to grant. The standard NDA data access process allows access for one year and is renewable.

No publications or documents are linked to this record.

09

Updates

1 registry update since Sep 25, 2026
Start date
Sep 1, 2026→Dec 2026
Oct 6, 2026
Show all 1 update
  1. Oct 6, 2026
    Start date Sep 1, 2026→Dec 2026

From the registry record's own update history. This site started tracking changes on Sep 25, 2026; for anything earlier, see the record history on ClinicalTrials.gov ↗

10

Registry details

Key details

Study ID
NCT07759973
Collaborators
University of Pittsburgh Medical Center, Emory University, National Institute of Mental Health (NIMH)
Responsible party
Timothy Allen (Assistant Professor, University of Pittsburgh) — Principal investigator
First posted
Aug 12, 2026
Start date
Dec 2026 (estimated)
Primary completion
Jun 30, 2031 (estimated)
Completion
Jun 30, 2031 (estimated)
Last update
Oct 6, 2026

Study contacts

Michelle M Berry, MPS
Contact
berrymic@pitt.edu
424-380-1194
Amanda Collier, BS
Contact
collieral@upmc.edu
412-901-2938
Timothy A Allen, PhD
principal investigator · University of Pittsburgh

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

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This study is not yet recruiting, as verified in Aug 2026. You cannot join it, but the record below documents what was studied.

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