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This study aimed to provide a theoretical and empirical approach to identify and categorise adolescents into different levels of severity. The risk of developing emotional symptoms was assessed in 1425 Spanish adolescents (\n                    <jats:italic>M<\/jats:italic>\n                    \u2009=\u200914.34,\n                    <jats:italic>SD<\/jats:italic>\n                    \u2009=\u20091.76; 59.9% women). Latent Profile Analysis (LPA) was conducted to identify subgroups based on their emotional symptom severity, risk, and resilience factors. Results revealed four profiles: at low risk (emotionally healthy), moderate risk (for selective interventions), high risk (for indicated interventions), and severe risk (for clinical referral). Older age and especially female gender were predictors of higher risk clusters, and there were differences in the levels of psychopathology and health-related quality of life across clusters. Identification of at-risk adolescents for emotional disorders by means of LPA may contribute to designing personalised and tailored prevention programs that match adolescents\u2019 specific needs.\n                  <\/jats:p>","DOI":"10.1007\/s10578-024-01689-z","type":"journal-article","created":{"date-parts":[[2024,4,11]],"date-time":"2024-04-11T23:19:23Z","timestamp":1712877563000},"page":"124-137","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["Identifying Adolescents at Risk for Emotional Disorders with Latent Profile Analysis: A Personalized, Transdiagnostic Preventive Intervention"],"prefix":"10.1007","volume":"57","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3604-5441","authenticated-orcid":false,"given":"Jos\u00e9 A.","family":"Piqueras","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1426-5934","authenticated-orcid":false,"given":"Raquel","family":"Falc\u00f3","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2157-2468","authenticated-orcid":false,"given":"Pilar","family":"Rico-Bordera","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6209-9558","authenticated-orcid":false,"given":"Josefa","family":"Canals","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3240-0220","authenticated-orcid":false,"given":"Lourdes","family":"Espinosa-Fern\u00e1ndez","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3539-4260","authenticated-orcid":false,"given":"Manuel","family":"Vivas-Fern\u00e1ndez","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0446-6740","authenticated-orcid":false,"given":"Luis-Joaquin","family":"Garcia-Lopez","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"name":"on behalf of PROCARE team","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mar\u00eda","family":"del Mar Diaz-Castela","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David","family":"Jimenez-V\u00e1zquez","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Eva M\u00aa","family":"Parras-Blanca","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Paula","family":"Morales-Hidalgo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jose A.","family":"Muela-Mart\u00ednez","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mar\u00eda","family":"Rivera-Riquelme","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2024,4,12]]},"reference":[{"issue":"4","key":"1689_CR1","doi-asserted-by":"publisher","first-page":"369","DOI":"10.1111\/camh.12503","volume":"26","author":"E Aboujaoude","year":"2021","unstructured":"Aboujaoude E, Gega L (2021) Editorial perspective: missing the forest for the trees \u2013 how the focus on digital addiction and gaming diverted attention away from wider online risks. 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