ArticleNeuroImage2020
Test-retest reliability of fMRI-measured brain activity during decision making under risk.
Article in NeuroImage, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 2 of them syntheses that pooled it.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
23 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Adaptations of the balloon analog risk task for neuroimaging settings: a systematic review.Frontiers in neuroscience · 2023Pooled it
- Risk-taking in the human brain: An activation likelihood estimation meta-analysis of the balloon analog risk task (BART).Human brain mapping · 2022Pooled it
- Microstructural and functional connectivity changes of decision-related brain networks in end-stage kidney disease patients undergoing peritoneal dialysis.Kidney research and clinical practice · 2026Article
- Robust FDR Control for Neuroimaging-based Classification via Knockoffs.AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2026Article
- Structured Neural Variability from Repeated Naturalistic Video Watching Experiences.bioRxiv : the preprint server for biology · 2025Article
- Review: Suicide and its relationship to aggression and impulsivity.Cognitive, affective & behavioral neuroscience · 2025Review
- Modeling Decision-Making in Schizophrenia: Associations Between Computationally Derived Risk Propensity and Self-Reported Risk Perception.Schizophrenia bulletin · 2024Article
- Nothing to lose? Neural correlates of decision, anticipation, and feedback in the balloon analog risk task.Psychophysiology · 2024Article
- Potential association between suicide risk, aggression, impulsivity, and the somatosensory system.Social cognitive and affective neuroscience · 2024Article
- Article
- The connectome-based prediction of trust propensity in older adults: A resting-state functional magnetic resonance imaging study.Human brain mapping · 2023Article
- From Computation to Clinic.Biological psychiatry global open science · 2023Review
- Insular and Striatal Correlates of Uncertain Risky Reward Pursuit in Schizophrenia.Schizophrenia bulletin · 2023Article
- Reputation risk during dishonest social decision-making modulates anterior insular and cingulate cortex activity and connectivity.Communications biology · 2023Article
- Behavioral modeling and neuroimaging of impaired risky decision making in patients with chronic musculoskeletal pain.Neurophotonics · 2023Article
- Mapping and understanding of correlated electroencephalogram (EEG) responses to the newsvendor problem.Scientific reports · 2022Article
- Reliability and stability challenges in ABCD task fMRI data.NeuroImage · 2022Article
- A methodological checklist for fMRI drug cue reactivity studies: development and expert consensus.Nature protocols · 2022Article
- Test-retest reliability of fMRI during an emotion processing task: Investigating the impact of analytical approaches on ICC values.Frontiers in neuroimaging · 2022Article
- Article
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
Neural correlates of decision making under risk are being increasingly utilized as biomarkers of risk for substance abuse and other psychiatric disorders, treatment outcomes, and brain development. This research relies on the basic assumption that fMRI measures of decision making represent stable, trait-like individual differences. However, reliability needs to be established for each individual construct. Here we assessed long-term test-retest reliability (TRR) of regional brain activations related to decision making under risk using the Balloon Analogue Risk Taking task (BART) and identified regions with good TRRs and familial influences, an important prerequisite for the use of fMRI measures in genetic studies. A secondary goal was to examine the factors potentially affecting fMRI TRRs in one particular risk task, including the magnitude of neural activation, data analytical approaches, different methods of defining boundaries of a region, and participant motion. For the average BOLD response, reliabilities ranged across brain regions from poor to good (ICCs of 0 to 0.8, with a mean ICC of 0.17) and highest reliabilities were observed for parietal, occipital, and temporal regions. Among the regions that were of a priori theoretical importance due to their reported associations with decision making, the activation of left anterior insula and right caudate during the decision period showed the highest reliabilities (ICCs of 0.54 and 0.63, respectively). Among the regions with highest reliabilities, the right fusiform, right rostral anterior cingulate and left superior parietal regions also showed high familiality as indicated by intrapair monozygotic twin correlations (ranging from 0.66 to 0.69). Overall, regions identified by modeling the average BOLD response to a specific event type (rather than its modulation by a parametric regressor), regions including significantly activated vertices (compared to a whole parcel), and regions with greater magnitude of task-related activations showed greater reliabilities. Participant motion had a moderate negative effect on TRR. Regions activated during decision period rather than outcome period of risky decisions showed the greatest TRR and familiality. Regions with reliable activations can be utilized as neural markers of individual differences or endophenotypes in future clinical neuroscience and genetic studies of risk-taking.
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