{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,23]],"date-time":"2026-06-23T15:38:06Z","timestamp":1782229086356,"version":"3.54.5"},"reference-count":54,"publisher":"SAGE Publications","issue":"7-8","license":[{"start":{"date-parts":[[2024,7,24]],"date-time":"2024-07-24T00:00:00Z","timestamp":1721779200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"funder":[{"DOI":"10.13039\/100007482","name":"arizona state university","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100007482","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000025","name":"National Institute of Mental Health","doi-asserted-by":"publisher","award":["F31MH108446"],"award-info":[{"award-number":["F31MH108446"]}],"id":[{"id":"10.13039\/100000025","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100001173","name":"greater houston community foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100001173","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["J Interpers Violence"],"published-print":{"date-parts":[[2025,4]]},"abstract":"<jats:p>Young adults experiencing homelessness (YAEH) are at higher risk for intimate partner violence (IPV) victimization than their housed peers. This is often due to their increased vulnerability to abuse and victimization before and during homelessness, which can result in a cycle of violence in which YAEH also perpetrates IPV. Identifying and addressing factors contributing to IPV perpetration at an early stage can reduce the risk of IPV. Yet to date, research examining YAEH\u2019s IPV perpetration is scarce and has largely employed conventional statistical approaches that are limited in modeling this complex phenomenon. To address these gaps, this study used an interpretable machine learning approach to answer the research question: What are the most salient predictors of IPV perpetration among a large sample of YAEH in seven U.S. cities? Participants ( N\u2009=\u20091,426) on average were 21\u2009years old ( SD\u2009=\u20092.09) and were largely cisgender males (59%) and racially\/ethnically diverse (81% were from historically excluded racial\/ethnic groups; i.e., African American, Latino\/a, American Indian, Asian or Pacific Islander, and mixed race\/ethnicity). Over one-quarter (26%) reported IPV victimization, and 20% reported IPV perpetration while homeless. Experiencing IPV victimization while homeless was the most important factor in predicting IPV perpetration. An additional 11 predictors (e.g., faced frequent discrimination) were positively associated with IPV perpetration, whereas 8 predictors (e.g., reported higher scores of mindfulness) were negatively associated. These findings underscore the importance of developing and implementing effective interventions with YAEH that can prevent IPV, particularly those that recognize the positive association between victimization and perpetration experiences.<\/jats:p>","DOI":"10.1177\/08862605241263588","type":"journal-article","created":{"date-parts":[[2024,7,24]],"date-time":"2024-07-24T05:26:36Z","timestamp":1721798796000},"page":"1727-1751","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":4,"title":["Predicting Intimate Partner Violence Perpetration Among Young Adults Experiencing Homelessness in Seven U.S. Cities Using Interpretable Machine Learning"],"prefix":"10.1177","volume":"40","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1263-1366","authenticated-orcid":false,"given":"Mee Young","family":"Um","sequence":"first","affiliation":[{"name":"Arizona State University, Phoenix, AZ, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lydia","family":"Manikonda","sequence":"additional","affiliation":[{"name":"Rensselaer Polytechnic Institute, Troy, NY, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Doncy J.","family":"Eapen","sequence":"additional","affiliation":[{"name":"The University of Texas Health Science Center at Houston, Houston, TX, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kristin M.","family":"Ferguson","sequence":"additional","affiliation":[{"name":"Arizona State University, Phoenix, AZ, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Diane M. Santa","family":"Maria","sequence":"additional","affiliation":[{"name":"The University of Texas Health Science Center at Houston, Houston, TX, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sarah C.","family":"Narendorf","sequence":"additional","affiliation":[{"name":"University of Houston, Houston, TX, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Robin","family":"Petering","sequence":"additional","affiliation":[{"name":"Young People to the Front, Inc., Los Angeles, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anamika","family":"Barman-Adhikari","sequence":"additional","affiliation":[{"name":"University of Denver, Denver, CO, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hsun-Ta","family":"Hsu","sequence":"additional","affiliation":[{"name":"University of North Carolina at Chapel Hill, Chapel Hill, NC, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2024,7,24]]},"reference":[{"key":"bibr1-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1177\/0886260517719541"},{"key":"bibr2-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1016\/j.jaac.2021.12.006"},{"key":"bibr3-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1177\/0886260520960110"},{"key":"bibr4-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1007\/s10826-021-02021-2"},{"key":"bibr5-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1177\/1077559514562859"},{"key":"bibr6-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1177\/1524838001002004003"},{"key":"bibr7-08862605241263588","volume-title":"The National Intimate Partner and Sexual Violence Survey: 2010 Summary report","author":"Black M. C.","year":"2011"},{"key":"bibr8-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1177\/0265407510361616"},{"key":"bibr9-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1891\/1946-6560.3.2.231"},{"key":"bibr10-08862605241263588","unstructured":"Centers for Disease Control and Prevention. (2020). Intimate partner violence, sexual violence, and stalking among men. https:\/\/www.cdc.gov\/violenceprevention\/intimatepartnerviolence\/men-ipvsvandstalking.html"},{"key":"bibr11-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1177\/0011128709335100"},{"key":"bibr12-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1007\/s10578-011-0270-1"},{"key":"bibr13-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1013203451"},{"key":"bibr14-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1016\/j.drugpo.2018.12.009"},{"key":"bibr15-08862605241263588","volume-title":"Data mining concepts and techniques","author":"Han J.","year":"2012","edition":"3"},{"key":"bibr16-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1007\/s10461-020-02813-5"},{"key":"bibr17-08862605241263588","doi-asserted-by":"publisher","DOI":"10.3390\/asi4040077"},{"key":"bibr18-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1097\/NNR.0b013e3181d1a8a9"},{"key":"bibr19-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijin.2022.05.002"},{"key":"bibr20-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0217639"},{"key":"bibr21-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-6849-3"},{"key":"bibr22-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1007\/s00127-010-0258-3"},{"key":"bibr23-08862605241263588","first-page":"4768","volume":"30","author":"Lundberg S. M.","year":"2017","journal-title":"Advances in Neural Information Processing Systems"},{"key":"bibr24-08862605241263588","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph17218148"},{"key":"bibr25-08862605241263588","volume-title":"Contemporary issues in exploratory data mining in the behavior sciences.","author":"McArdle J. J.","year":"2014"},{"key":"bibr26-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1016\/j.jadohealth.2010.04.010"},{"key":"bibr27-08862605241263588","volume-title":"Machine learning: A probabilistic perspective","author":"Murphy K. P.","year":"2012"},{"key":"bibr28-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1037\/ort0000585"},{"key":"bibr29-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1177\/1524838015603551"},{"key":"bibr30-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2020.104137"},{"key":"bibr31-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1086\/712957"},{"key":"bibr32-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1177\/0886260515593298"},{"key":"bibr33-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1177\/0886260513516864"},{"key":"bibr34-08862605241263588","volume-title":"Artificial intelligence and social work (artificial intelligence for social good)","author":"Petering R.","year":"2018"},{"key":"bibr35-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1007\/s10903-008-9159-x"},{"key":"bibr36-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1177\/0886260517738775"},{"key":"bibr37-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcrimjus.2020.101741"},{"key":"bibr38-08862605241263588","doi-asserted-by":"publisher","DOI":"10.3390\/app10228244"},{"key":"bibr39-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1016\/j.amepre.2019.09.023"},{"key":"bibr40-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1007\/s10995-018-2561-7"},{"key":"bibr41-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1177\/0886260518800310"},{"key":"bibr42-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1542\/peds.114.2.e220"},{"key":"bibr43-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1177\/0886260509354590"},{"key":"bibr44-08862605241263588","volume-title":"The National Intimate Partner and Sexual Violence Survey (NISVS): 2015 Data brief\u2014Updated release","author":"Smith S. G.","year":"2018"},{"key":"bibr45-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1016\/j.childyouth.2016.02.002"},{"key":"bibr46-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1037\/vio0000156"},{"key":"bibr47-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1177\/15570851211065896"},{"key":"bibr48-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1080\/10550490600860411"},{"key":"bibr49-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1177\/08862605211012999"},{"key":"bibr50-08862605241263588","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyt.2022.883294"},{"key":"bibr51-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1177\/0886260511425244"},{"key":"bibr52-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1177\/0044118X12471354"},{"key":"bibr53-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1177\/0886260508319364"},{"key":"bibr54-08862605241263588","doi-asserted-by":"publisher","DOI":"10.1111\/j.1751-9004.2008.00080.x"}],"container-title":["Journal of Interpersonal Violence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/08862605241263588","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.1177\/08862605241263588","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/08862605241263588","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T23:18:29Z","timestamp":1777504709000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.1177\/08862605241263588"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7,24]]},"references-count":54,"journal-issue":{"issue":"7-8","published-print":{"date-parts":[[2025,4]]}},"alternative-id":["10.1177\/08862605241263588"],"URL":"https:\/\/doi.org\/10.1177\/08862605241263588","relation":{},"ISSN":["0886-2605","1552-6518"],"issn-type":[{"value":"0886-2605","type":"print"},{"value":"1552-6518","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,7,24]]}}}