ReviewJournal of medical Internet research2023
Efficacy of an Unguided, Digital Single-Session Intervention for Internalizing Symptoms in Web-Based Workers: Randomized Controlled Trial.
Review in Journal of medical Internet research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05379881 (An Online Wellness Intervention), which is not on this map. Cited by 12 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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.
An Online Wellness Intervention: Investigating the Efficacy of the Common Elements Toolbox
Who cites it
12 citing papers in PubMed, 13 citations in OpenAlex.
- A Self-Guided App-Based Mindfulness Intervention for Racially and Ethnically Minoritized Individuals Who Experience Discrimination-Related Mental Health Symptoms: Randomized Controlled Trial.Journal of medical Internet research · 2026Trial
- A crowdsourced megastudy of 12 digital single-session interventions for depression in US adults.Nature human behaviour · 2026Trial
- Randomized controlled trial of smartphone-based interpretation bias intervention for anxiety and depression.Journal of consulting and clinical psychology · 2026Trial
- A randomized controlled trial comparing brief online self-guided interventions for loneliness.Journal of consulting and clinical psychology · 2025Trial
- Leveraging machine learning to personalize depression treatment: A pre-registered study of 828 adults randomized to a digital single-session intervention or waitlist.Clinical psychological science : a journal of the Association for Psychological Science · 2026Article
- Toolkits and Toolboxes on Cancer Care and Mental Health: A Scoping Review Following the PRSMA-ScR Guidelines.Healthcare (Basel, Switzerland) · 2026Review
- Randomized trial of a single-session digital intervention targeting emotion-related beliefs and emotion regulation.Scientific reports · 2026Article
- Disorder-specific and transdiagnostic vulnerability to posttraumatic stress symptoms: A machine learning approach.Journal of traumatic stress · 2026Article
- A Crowdsourced Megastudy of 12 Digital Single-Session Interventions for Depression in American Adults.Research square · 2025Article
- Longer Single-Session Interventions May Not Be Better: Evidence From Two Randomized Controlled Trials With Online Workers Facing Mental-Health Struggles.Clinical psychological science : a journal of the Association for Psychological Science · 2025Article
- Article
- Digital Mental Health Screening, Feedback, and Referral System for Teens With Socially Complex Needs: Protocol for a Randomized Controlled Trial Integrating the Teen Assess, Check, and Heal System into Pediatric Primary Care.JMIR research protocols · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundThe Common Elements Toolbox (COMET) is an unguided digital single-session intervention (SSI) based on principles of cognitive behavioral therapy and positive psychology. Although unguided digital SSIs have shown promise in the treatment of youth psychopathology, the data are more mixed regarding their efficacy in adults.
objectiveThis study aimed to investigate the efficacy of COMET-SSI versus a waiting list control in depression and other transdiagnostic mental health outcomes for Prolific participants with a history of psychopathology.
methodsWe conducted an investigator-blinded, preregistered randomized controlled trial comparing COMET-SSI (n=409) with an 8-week waiting list control (n=419). Participants were recruited from the web-based workspace Prolific and assessed for depression, anxiety, work and social functioning, psychological well-being, and emotion regulation at baseline and at 2, 4, and 8 weeks after the intervention. The main outcomes were short-term (2 weeks) and long-term (8 weeks) changes in depression and anxiety. The secondary outcomes were the 8-week changes in work and social functioning, well-being, and emotion regulation. Analyses were conducted according to the intent-to-treat principle with imputation, without imputation, and using a per-protocol sample. In addition, we conducted sensitivity analyses to identify inattentive responders.
resultsThe sample comprised 61.9% (513/828) of women, with a mean age of 35.75 (SD 11.93) years. Most participants (732/828, 88.3%) met the criteria for screening for depression or anxiety using at least one validated screening scale. A review of the text data suggested that adherence to the COMET-SSI was near perfect, there were very few inattentive respondents, and satisfaction with the intervention was high. However, despite being powered to detect small effects, there were negligible differences between the conditions in the various outcomes at the various time points, even when focusing on subsets of individuals with more severe symptoms.
conclusionsOur results do not support the use of the COMET-SSI in adult Prolific participants. Future work should explore alternate ways of intervening with paid web-based participants, including matching individuals to SSIs they may be most responsive to.
trial registrationClinicalTrials.gov NCT05379881, https://clinicaltrials.gov/ct2/show/NCT05379881.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.