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This meta-analysis aimed to identify dropout rates among individuals attending PIPs and examine sociodemographic, violence-related, intrapersonal, interpersonal, and external variables related to dropout. A search was conducted across six databases, encompassing studies published between 2010 and 2022 in English, Spanish, or Portuguese. Thirty manuscripts, comprising data from 31 independent samples, were included. Dropout rates varied from 9% to 67%. Bivariate analysis results indicated that younger age (\n                    <jats:italic toggle=\"yes\">OR<\/jats:italic>\n                    \u2009=\u20090.69), non-White ethnicity (\n                    <jats:italic toggle=\"yes\">OR<\/jats:italic>\n                    \u2009=\u20091.54), unemployment (\n                    <jats:italic toggle=\"yes\">OR<\/jats:italic>\n                    \u2009=\u20091.78), offender typology other than family only (\n                    <jats:italic toggle=\"yes\">OR<\/jats:italic>\n                    \u2009=\u20092.45), substance abuse (\n                    <jats:italic toggle=\"yes\">OR<\/jats:italic>\n                    \u2009=\u20091.78), presenting a personality disorder (\n                    <jats:italic toggle=\"yes\">OR<\/jats:italic>\n                    \u2009=\u20091.21), engaging in problematic leisure activities (\n                    <jats:italic toggle=\"yes\">OR<\/jats:italic>\n                    \u2009=\u20091.28), possessing a greater criminal history (\n                    <jats:italic toggle=\"yes\">OR<\/jats:italic>\n                    \u2009=\u20091.47), and experiencing more adversity in childhood (\n                    <jats:italic toggle=\"yes\">OR<\/jats:italic>\n                    \u2009=\u20091.44) were significantly correlated with dropout. Additionally, the inclusion of motivational strategies in treatment (\n                    <jats:italic toggle=\"yes\">OR<\/jats:italic>\n                    \u2009=\u20090.44) significantly decreased the likelihood of dropout. Results from multivariate analyses revealed that younger age (\n                    <jats:italic toggle=\"yes\">OR<\/jats:italic>\n                    \u2009=\u20090.63), presenting a personality disorder (\n                    <jats:italic toggle=\"yes\">OR<\/jats:italic>\n                    \u2009=\u20091.73), and experiencing more adversity in childhood (\n                    <jats:italic toggle=\"yes\">OR<\/jats:italic>\n                    \u2009=\u20092.16) were significantly associated with dropout. Notably, intimate partner violence characteristics established a significant negative relation with dropout (\n                    <jats:italic toggle=\"yes\">OR<\/jats:italic>\n                    \u2009=\u20090.59). Findings indicate that variables associated with dropout align with those related to general and intimate partner violence recidivism, suggesting that individuals requiring more intensive intervention are those who derive less benefit from it.\n                  <\/jats:p>","DOI":"10.1177\/15248380231224036","type":"journal-article","created":{"date-parts":[[2024,2,7]],"date-time":"2024-02-07T05:15:07Z","timestamp":1707282907000},"page":"2735-2751","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":22,"title":["Intervention Program Dropout Among Perpetrators of Intimate Partner Violence: A Meta-Analysis of Correlated Variables"],"prefix":"10.1177","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9747-2343","authenticated-orcid":false,"given":"Olga","family":"Cunha","sequence":"first","affiliation":[{"name":"Lus\u00f3fona University, HEI-Lab: Digital Human-Environment Interaction Labs, Portugal"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"J\u00e9ssica","family":"Pedrosa","sequence":"additional","affiliation":[{"name":"Lus\u00f3fona University, HEI-Lab: Digital Human-Environment Interaction Labs, Portugal"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2293-7828","authenticated-orcid":false,"given":"B\u00e1rbara","family":"Silva Pereira","sequence":"additional","affiliation":[{"name":"William James Center for Research, ISPA\u2013University Institute, Lisboa, Portugal"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0387-7900","authenticated-orcid":false,"given":"S\u00f3nia","family":"Caridade","sequence":"additional","affiliation":[{"name":"University of Minho, Psychology Research Center (CIPsi), Braga, Portugal"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andreia","family":"de Castro Rodrigues","sequence":"additional","affiliation":[{"name":"William James Center for Research, ISPA\u2013University Institute, Lisboa, Portugal"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Teresa","family":"Braga","sequence":"additional","affiliation":[{"name":"Integration and Probation Penitentiary Services, Laon, Aisne, France"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2024,2,7]]},"reference":[{"key":"e_1_3_3_3_1","doi-asserted-by":"crossref","unstructured":"Aaron S. 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