This study evaluates the effect of a computerized intervention for depressive symptoms called Affective Bias Modification (ABM). A third of the patients will receive active ABM, a third will receive sham ABM and a third will undergo assessment only. The study will investigate if rumination mediates the effect of the intervention and investigate if specific symptom profiles affect the effect of the intervention.
A main aim of the project is to investigate how the effects of an ABM intervention on depressive symptoms are mediated by transdiagnostic rumination and how characteristics of the symptom network moderate these effects. The Affective Bias Modification Task (ABM) will be applied in a randomized controlled, double blind clinical trial with 6 months follow-up. Personalized networks are generated from prospective assessment of depression-related processes at baseline and follow-ups. Patients (n = 150) will be recruited from out-patient clinics at Diakonhjemmet Hospital, and randomized into one of three conditions: active, sham and assessment only. Patients aged 18-65 with depression (major depressive disorder) or bipolar disorder 2, with or without comorbid anxiety and/or alcohol use disorder will be included. The main hypothesis is that subjects who are in the active ABM group will exhibit less tendency for stress related (state) rumination compared to those in the placebo group. Active vs placebo ABM will decrease depressive symptoms (6 months) and this effect will be mediated by the change in state rumination. Densely connected symptom network and high strength centrality of rumination at baseline will moderate the effect of ABM. By combining mechanisms research with a personalized symptom network approach, this study will be in the forefront of understanding how a drug-free treatment option works and for whom it works best.
Study Type
INTERVENTIONAL
Allocation
RANDOMIZED
Purpose
TREATMENT
Masking
TRIPLE
Enrollment
108
In the Affective bias modification (ABM) procedure, paired stimuli (e.g. a negative and a positive facial expression) are presented on a laptop screen, followed by one or two probes (dots) appearing in the spatial location of one of the stimuli. Participants are then required to press one of two buttons as quickly as possible to indicate the number of dots in the probe. Stimuli presentation time is 50% 500 ms and 50 % 1000 ms (evenly distributed throughout the task). In total, the ABM will comprise 90 trials of paired images of faces of different valences. In the active condition, the probe appears at the location of the most positive stimuli of each pair in 87 % of trials (encouraging a positive affective bias). Participants will do ABM in their homes (approx. 5 min.) twice a day for two weeks (28 sessions) using laptop computers provided by us.
In the Affective bias modification (ABM) procedure, paired stimuli (e.g. a negative and a positive facial expression) are presented on a laptop screen, followed by one or two probes (dots) appearing in the spatial location of one of the stimuli. Participants are then required to press one of two buttons as quickly as possible to indicate the number of dots in the probe. Stimuli presentation time is 50% 500 ms and 50 % 1000 ms (evenly distributed throughout the task). In total, the ABM will comprise 90 trials of paired images of faces of different valences. In the sham condition, the probe appears at the location of the most positive stimuli of each pair in 50 % of trials (no contingency between facial expressions shown and the probe location). Participants will do ABM in their homes (approx. 5 min.) twice a day for two weeks (28 sessions) using laptop computers provided by us.
Department of Psychology
Oslo, Norway
Self-reported Depressive Symptoms: Becks Depression Inventory-II
Self-reported depressive symptoms 6 months after the ABM intervention based on a 21-item scale. Each item is scored 0-3 (where scoring description is adapted to each item), yielding a score from 0-63.
Time frame: At 6 months follow-up
State Rumination: Brief State Rumination Inventory (BSRI)
Change in self-reported state rumination after the stress induction from pre to post intervention on a 8 item scale. Difference score: BSRI post intervention - BRSI Baseline. A negative score means reduction in state rumination over the intervention. Each item is scored on a 0-100 Visual Analogue Scale. The total score divided by 8 to provide the mean item total score, hence the min= 0 and max = 100 for each of the BSRI assessment time points. It was hypothesized that change in state rumination over the intervention period would mediate the effect of ABM on depressive symptoms at six months follow up.
Time frame: At baseline and two weeks follow up.
State Rumination: Brief State Rumination Inventory
Self-reported state rumination after stress induction on a 8 item scale. Each item is scored on a 0-100 Visual Analogue Scale, yielding a score from 0-800, which is reported divided by 8 to provide a mean total item score. Hence the min= 0 and max = 100. A higher score indicates more state rumination.
Time frame: At two weeks follow up.
Affective Bias: Dot-probe Task
Change in reaction time in milliseconds to probes in the location of the positive facial stimuli compared to probes in the location of the negative stimuli. Positive number implies reduction in negative bias.
Time frame: From baseline to two weeks follow up
Symptom Network Change: Experience Sampling of Depressive Symptoms
Changed centrality of rumination in networks estimated based on a 9-item experience sampling questionnaire of self-reported depressive symptoms scored on a 0-100 visual analogue scale (higher value, more symptoms; reversing interest, positive affect and activity; Kraft et al., 2023, Psychiatry Research Communications). Two person-specific networks (pre and post-intervention) were estimated using the var1-function in the R package psychonetrics, with full-information maximum likelihood estimator, based on the experience sampling questionnaires that were administrated 5 times/day for 14 days before and after the intervention. Centrality of rumination in these networks were calculated using qgraph (Epskamp et al., 2012) and standardized. Change in rumination centrality was calculated as difference between rumination centrality in the two estimated networks, and higher number indicate increased centrality of rumination (post-pre).
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Time frame: From two weeks prior to baseline to two weeks after the two-week intervention.
Symptom Network: Experience Sampling of Depressive Symptoms
Centrality of rumination in networks based on a 9-item experience sampling questionnaire of self-reported depressive symptoms scored on a 0-100 visual analogue scale (higher value, more symptoms; reversing interest, positive affect and activity; Kraft et al., 2023, Psychiatry Research Communications). Person-specific networks were estimated using the var1-function in the R package psychonetrics, with full-information maximum likelihood estimator, based on the experience sampling questionnaires that were administrated 5 times/day for 14 days after the two-week intervention. Centrality of rumination in this network was calculated using qgraph (Epskamp et al., 2012) and standardized. Higher number indicate higher centrality of rumination.
Time frame: Two weeks after the two-week intervention.