{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,31]],"date-time":"2026-10-31T22:07:12Z","timestamp":1793484432124,"version":"4.5.0"},"reference-count":46,"publisher":"Wiley","issue":"12","license":[{"start":{"date-parts":[[2023,5,14]],"date-time":"2023-05-14T00:00:00Z","timestamp":1684022400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"funder":[{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["DP5OD028123"],"award-info":[{"award-number":["DP5OD028123"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["acamh.onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Child Psychology Psychiatry"],"published-print":{"date-parts":[[2023,12]]},"abstract":"<jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>The question \u2018what works for whom\u2019 is essential to mental health research, as matching individuals to the treatment best suited to their needs has the potential to maximize the effectiveness of existing approaches. Digitally administered single\u2010session interventions (SSIs) are effective means of reducing depressive symptoms in adolescence, with potential for rapid, large\u2010scale implementation. However, little is known about which SSIs work best for different adolescents.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>We created and tested a treatment selection algorithm for use with two SSIs targeting depression in high\u2010symptom adolescents from across the United States.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>\n                      Using data from a large\u2010scale RCT comparing two evidence\u2010based SSIs (\n                      <jats:italic>N<\/jats:italic>\n                      \u2009=\u2009996; ClinicalTrials.gov: NCT04634903), we utilized a Personalized Advantage Index approach to create and evaluate a treatment\u2010matching algorithm for these interventions. The two interventions were Project Personality (PP;\n                      <jats:italic>N<\/jats:italic>\n                      \u2009=\u2009482), an intervention teaching that traits and symptoms are malleable (a \u2018growth mindset\u2019), and the Action Brings Change Project (ABC;\n                      <jats:italic>N<\/jats:italic>\n                      \u2009=\u2009514), a behavioral activation intervention.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      Results indicated no significant difference in 3\u2010month depression outcomes between participants assigned to their matched intervention and those assigned to their nonmatched intervention. The relationship between predicted response to intervention (RTI) and observed RTI was weak for both interventions (\n                      <jats:italic>r<\/jats:italic>\n                      \u2009=\u2009.39 for PP,\n                      <jats:italic>r<\/jats:italic>\n                      \u2009=\u2009.24 for ABC). Moreover, the correlation between a participants' predicted RTI for PP and their predicted RTI for ABC was very high (\n                      <jats:italic>r<\/jats:italic>\n                      \u2009=\u2009.79).\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>\n                      The utility of treatment selection approaches for SSIs targeting adolescent depression appears limited. Results suggest that both (a) predicting RTI for SSIs is relatively challenging, and (b) the factors that predict RTI for SSIs are similar regardless of the content of the intervention. Given their overall effectiveness and their low\u2010intensity, low\u2010cost nature, increasing youths' access to\n                      <jats:italic>both<\/jats:italic>\n                      digital SSIs may carry more public health utility than additional treatment\u2010matching efforts.\n                    <\/jats:p>\n                  <\/jats:sec>","DOI":"10.1111\/jcpp.13822","type":"journal-article","created":{"date-parts":[[2023,5,15]],"date-time":"2023-05-15T01:00:18Z","timestamp":1684112418000},"page":"1679-1688","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":16,"title":["Evaluating a treatment selection approach for online\n                    <scp>single\u2010session<\/scp>\n                    interventions for adolescent depression"],"prefix":"10.1111","volume":"64","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4558-2123","authenticated-orcid":false,"given":"Isaac 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