Arka Ghosh, Benjamin T Kaveladze, Jessica L Schleider
{"title":"Identifying the active ingredients of a behavioral activation-based digital single-session intervention targeting depression.","authors":"Arka Ghosh, Benjamin T Kaveladze, Jessica L Schleider","doi":"10.1177/21677026261470339","DOIUrl":null,"url":null,"abstract":"<p><p>Digital single-session interventions (SSIs) have been shown to be effective in reducing myriad mental health conditions. However, it is unclear which components of digital SSIs drive their therapeutic effects. In this study, we divided a well-evaluated behavioral activation-based SSI into three candidate components-<i>PSYCHOEDUCATION</i>, <i>TESTIMONIALS</i>, and <i>ACTION PLAN</i>-each hypothesized to have independent therapeutic value. We conducted a 2<sup>3</sup> factorial experiment (N=889) to evaluate effects of the individual components on depressive symptoms. Our results showed that only the <i>ACTION PLAN</i> candidate component had a significant main effect on depressive symptoms at 2-week (<i>s.m.d</i>=-0.18) and 8-week (<i>s.m.d</i>=-0.12) follow-ups. Additionally, user's perceptions of the intervention's credibility and their expectations of improvement immediately after completing it were significantly associated with a reduction in depressive symptoms at both time points. Our findings offer a more nuanced understanding of which elements within digital SSIs may drive their therapeutic benefits.</p>","PeriodicalId":54234,"journal":{"name":"Clinical Psychological Science","volume":" ","pages":""},"PeriodicalIF":5.1000,"publicationDate":"2026-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13492520/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Clinical Psychological Science","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1177/21677026261470339","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PSYCHIATRY","Score":null,"Total":0}
引用次数: 0
Abstract
Digital single-session interventions (SSIs) have been shown to be effective in reducing myriad mental health conditions. However, it is unclear which components of digital SSIs drive their therapeutic effects. In this study, we divided a well-evaluated behavioral activation-based SSI into three candidate components-PSYCHOEDUCATION, TESTIMONIALS, and ACTION PLAN-each hypothesized to have independent therapeutic value. We conducted a 23 factorial experiment (N=889) to evaluate effects of the individual components on depressive symptoms. Our results showed that only the ACTION PLAN candidate component had a significant main effect on depressive symptoms at 2-week (s.m.d=-0.18) and 8-week (s.m.d=-0.12) follow-ups. Additionally, user's perceptions of the intervention's credibility and their expectations of improvement immediately after completing it were significantly associated with a reduction in depressive symptoms at both time points. Our findings offer a more nuanced understanding of which elements within digital SSIs may drive their therapeutic benefits.
期刊介绍:
The Association for Psychological Science’s journal, Clinical Psychological Science, emerges from this confluence to provide readers with the best, most innovative research in clinical psychological science, giving researchers of all stripes a home for their work and a place in which to communicate with a broad audience of both clinical and other scientists.