Parent characteristics and practices classify lifetime substance use among mexican children

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dc.contributor.affiliationUtah State University, Logan, UT, USA
dc.contributor.emailameth@imp.edu.mx (Jorge A. Villatoro Velázquez)
dc.creatorVázquez, Alejandro L.es_ES
dc.creatorDomenech Rodríguez, Melanie M.es_ES
dc.creatorBarrett, Tyson S.es_ES
dc.creatorAmador Buenabad, Nancy G.es_ES
dc.creatorGutiérrez López, María de Lourdeses_ES
dc.creatorBustos Gamiño, Marycarmen N.es_ES
dc.creatorVillatoro Velázquez, Jorge A.es_ES
dc.date2021
dc.date.accessioned2024-01-22T19:24:55Z
dc.date.accessioned2026-03-27T15:27:54Z
dc.date.available2024-01-22T19:24:55Z
dc.date.issued2021
dc.date.published2021
dc.descriptionThe objective of this study is to determine whether parent characteristics and practices differentiate between substance using and non-using children in Mexico. Data consisted of 52,171 children (i.e., 5th and 6th grade) who participated in the National Survey of Drug Use Among Students. The relative importance of student reported parenting factors in classifying lifetime substance use were assessed across outcomes with a logistic regression algorithm. Machine learning algorithms utilizing parent characteristics and practices classifed tobacco, marijuana, inhalants, and other substance use. Parenting factors were poor classifers of lifetime alcohol use. The algorithm generally selected important classifers broadly associated with parental illicit substance use and monitoring practices across child substance use outcomes. Findings suggest that leveraging parental infuences during childhood may be a high value point of intervention for preventing non-alcoholic substance use. Important classifers identifed by the current study represent potential targets for childhood substance use prevention eforts.es_ES
dc.formatPDFes_ES
dc.identifierJC19DIEP21es_ES
dc.identifier.doi10.1007/s11469-021-00634-8
dc.identifier.eissn1557-1882
dc.identifier.issn1557-1874
dc.identifier.organizacionInstituto Nacional de Psiquiatría Ramón de la Fuente Muñiz
dc.identifier.placeEstados Unidos
dc.identifier.urihttps://doi.org/10.1007/s11469-021-00634-8
dc.identifier.urihttps://repositorio.inprf.gob.mx/handle/123456789/7885
dc.language.isoenges_ES
dc.publisherSpringeres_ES
dc.relation21:958-972
dc.relation.jnabreviadoINT J MENT HEALTH ADDICT
dc.relation.journalInternational Journal of Mental Health and Addiction
dc.rightsAcceso Cerradoes_ES
dc.subject.kwSubstance use
dc.subject.kwMexico
dc.subject.kwChildren
dc.subject.kwParenting
dc.subject.kwPrevention
dc.subject.kwMachine learning
dc.titleParent characteristics and practices classify lifetime substance use among mexican childrenes_ES
dc.typeArtículoes_ES

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