The goal of this clinical trial is to test a new cognitive training program to improve emotion regulation in adults. The investigators' primary aim is to determine whether participating in this program addresses two key features of emotion dysregulation associated with psychiatric disorders: (1) emotion-related impulsivity and (2) rumination. The investigators will further evaluate participants' perceived acceptability and feasibility of treatment procedures. Secondarily, the investigators will examine the effects of this cognitive training intervention on psychiatric symptoms and overall functioning. The researchers will compare the cognitive training program to a waitlist control. Participants will be asked to complete eight weekly sessions (over two months) involving cognitive training exercises with a "coach", in addition to a baseline assessment before starting the intervention and post-treatment assessment. Each assessment includes a combination of in-person and remote data collection using self-report questionnaires, psychophysiology, and a neuropsychological battery. Participants will also complete one week of ecological momentary assessment before and after the intervention as well as a set of follow-up questionnaires administered remotely six weeks following their final training session. Researchers will compare participants randomly assigned to complete the intervention without delay to a control group of participants randomly assigned to a two-month waitlist before joining the intervention. Before beginning cognitive training, participants in the control condition will complete an additional pre-intervention/post-waitlist assessment, which will follow parallel procedures to the initial baseline assessment.
This randomized waitlist-controlled pilot trial will enroll adult participants who self-report high levels of rumination and/or emotion-related impulsivity. The primary aim of this study is to examine the acceptability, efficacy, and feasibility of Neurobehavioral Affective Control Training (N-ACT) as a novel therapeutic approach to reduce emotion-related impulsivity and rumination in adults by improving two types of affective inhibitory control: (1) emotional response inhibition and (2) emotional working memory. Secondarily, study investigators will test anticipated transfer effects of N-ACT on other behavioral indices of cognitive control (beyond emotional response inhibition and emotional working memory) and other subjective measures of emotion dysregulation (beyond trait emotion-related impulsivity and rumination), as well as on psychopathology symptom severity and functional impairment. In addition to performing intent-to-treat analyses, the investigators will conduct analyses to evaluate the extent to which program adherence predicts hypothesized intervention effects.
Study Type
INTERVENTIONAL
Allocation
RANDOMIZED
Purpose
TREATMENT
Masking
NONE
Enrollment
100
The N-ACT program comprises a series of eight training sessions, lasting one hour each, over two months. N-ACT sessions will be guided by a cognitive training "coach" (supervised by a licensed mental health clinician), who will explain intervention procedures and rationale, offer relevant psychoeducation, and use motivational interviewing principles to provide encouragement and support. In addition to coach-led content, participants will spend about half of each weekly training session (\~30 minutes) practicing two computer-based adaptive training tasks targeting affective control.
University of California
Berkeley, California, United States
RECRUITINGEmotion-related impulsivity (ERI)
ERI will be measured using the self-rated Three-Factor Impulsivity Index "Feelings Trigger Action" scale using standard scoring methods (range: 1-5; larger values indicate higher levels of this characteristic). The researchers will perform a 2 (Arm/Condition: Experimental vs. Control) X 2 (Time: T1 vs. T2) Multivariate Analysis of Covariance (MANCOVA) to evaluate if N-ACT completion is associated with greater pre/post reductions in ERI scores compared to waitlist, as predicted.
Time frame: (T1) Baseline (Week 1); (T2) Post-waitlist or post-intervention (Week 11)
Rumination
Rumination will be measured using the self-rated "Brooding" subscale of the Ruminative Responses Scale using standard scoring methods (range: 5-20; larger values indicate higher levels of this characteristic). The researchers will perform a 2 (Arm/Condition: Experimental vs. Control) X 2 (Time: T1 vs. T2) MANCOVA to evaluate if N-ACT completion is associated with greater pre/post reductions in Rumination scores compared to waitlist, as predicted.
Time frame: (T1) Baseline (Week 1); (T2) Post-waitlist or post-intervention (Week 11)
Emotional Response Inhibition
Valence-specific indices of stop-signal reaction time (SSRT) will be derived from the Emotional Stop-Signal Task using standard scoring procedures (measured in milliseconds, with larger values indicating less efficient emotional response inhibition, i.e., longer latency of relevant inhibitory processing). The researchers will perform a 2 (Arm/Condition: Experimental vs. Control) X 2 (Time: T1 vs. T2) MANCOVA to evaluate if N-ACT completion is associated with greater pre/post improvement in emotional response inhibition across valence (i.e., reductions in Positive SSRT and Negative SSRT, tested in the same model) compared to waitlist, as predicted, suggesting improvement in targeted aspects of affective control.
Time frame: (T1) Baseline (Week 1); (T2) Post-waitlist or post-intervention (Week 11)
Emotional Working Memory
Valence-specific indices of working memory accuracy will be derived from the Memory and Affective Flexibility Task using standard scoring procedures (range: 0.00%-100%, measured as a percentage of working memory trials with correct responses over the total number of trials within each stimulus valence category, with larger values indicating more accurate working memory recall). The researchers will perform a 2 (Arm/Condition: Experimental vs. Control) X 2 (Time: T1 vs. T2) MANCOVA to evaluate if N-ACT completion is associated with greater pre/post improvement in emotional working memory across valence (i.e., increases in Positive Working Memory Accuracy and Negative Working Memory Accuracy, tested in the same model) compared to waitlist, as predicted, suggesting improvement in targeted aspects of affective control.
Time frame: (T1) Baseline (Week 1); (T2) Post-waitlist or post-intervention (Week 11)
Affective Flexibility
Valence-specific indices of accuracy (range: 0.00%-100%, measured as a percentage of "switch" trials with correct responses over the total number of trials within each stimulus valence category, with larger values indicating more accurate affective stimulus processing) and reaction time (RT; measured in milliseconds, with larger values indicating less efficient affective flexibility, i.e., longer latency of stimulus processing) will be derived from the Memory and Affective Flexibility Task using standard scoring procedures. A 2 (Arm/Condition: Experimental vs. Control) X 2 (Time: T1 vs. T2) MANCOVA will be used to evaluate if N-ACT completion is associated with greater pre/post improvement in affective flexibility across valence (i.e., increases in Accuracy and decreases in RT for Positive and Negative stimuli, tested in the same model) compared to waitlist, as predicted, suggesting near-transfer of trained abilities to non-targeted aspects of affective control.
Time frame: (T1) Baseline (Week 1); (T2) Post-waitlist or post-intervention (Week 11)
Cold Response Inhibition
Stop-signal reaction time (SSRT) will also be derived from the traditional (i.e., non-emotional) version of the Stop-Signal Task using standard scoring procedures (measured in milliseconds, with larger values indicating less efficient cold response inhibition, i.e., longer latency of relevant inhibitory processing). A 2 (Arm/Condition: Experimental vs. Control) X 2 (Time: T1 vs. T2) MANCOVA will be used to evaluate if N-ACT completion is associated with greater pre/post improvement in cold response inhibition (i.e., reductions in SSRT) compared to waitlist, as predicted, suggesting far-transfer of trained abilities to non-targeted aspects of cold cognitive control.
Time frame: (T1) Baseline (Week 1); (T2) Post-waitlist or post-intervention (Week 11)
Cold Working Memory
Cold working memory performance will be derived from the Backwards Digit Span task using standard scoring procedures (measured as mean digit span, i.e., the average number of correctly-recalled digits in reverse order from their presentation, with larger values indicating better cold working memory updating capacity). A 2 (Arm/Condition: Experimental vs. Control) X 2 (Time: T1 vs. T2) MANCOVA will be used to evaluate if N-ACT completion is associated with greater pre/post improvement in cold working memory (i.e., increases in mean digit span) compared to waitlist, as predicted, suggesting suggesting far-transfer of trained abilities to non-targeted aspects of cold cognitive control.
Time frame: (T1) Baseline (Week 1); (T2) Post-waitlist or post-intervention (Week 11)
Internalizing factor score
Internalizing psychopathology will be represented as a latent variable derived from raw scores on the self-rated (range: 1-5) Inventory of Depression and Anxiety Symptoms (IDAS) using confirmatory factor analysis (CFA), which is expected to produce a single-factor solution. CFA will be used to generate aggregated, standardized Z-scores on a latent composite "Internalizing" variable at each assessment point (coded such that larger values reflect greater symptom severity). Structural equation modeling of measurement invariance (between groups and within-subjects over time) will test hypothesized treatment effects on Internalizing psychopathology as a latent construct, which is expected to decrease in magnitude from pre- (T1) to post-intervention (T2).
Time frame: (T1) Baseline (Week 1); (T2) Post-intervention (Week 11 or Week 21 for control arm)
Externalizing factor score
Externalizing psychopathology will be represented as a latent variable derived from raw scores on self-rated scales pertaining to substance use (range: 1-5) from the revised Externalizing Symptom Inventory using confirmatory factor analysis (CFA), which is expected to produce a single-factor solution. CFA will be used to generate aggregated, standardized Z-scores on a latent composite "Externalizing" variable at each assessment point (coded such that larger values reflect greater symptom severity). Structural equation modeling of measurement invariance (between groups and within-subjects over time) will test hypothesized treatment effects on substance-related Externalizing psychopathology as a latent construct, which is expected to decrease in magnitude from pre- (T1) to post-intervention (T2).
Time frame: (T1) Baseline (Week 1); (T2) Post-intervention (Week 11 or Week 21 for control arm)
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