Parent Characteristics and Practices Classify Lifetime Substance Use Among Mexican Children.
The 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 relativ...
| Publicado en: | International Journal of Mental Health & Addiction Vol. 21; no. 2; pp. 958 - 973 |
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| Autores principales: | , , , , , , |
| Formato: | Artículo |
| Publicado: |
Springer Nature
Apr2023
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| Materias: | |
| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ssf&AN=162728233&site=ehost-live header: @attributes: shortDbName: ssf uiTerm: 162728233 longDbName: Social Sciences Full Text (H.W. Wilson) uiTag: AN controlInfo: bkinfo: jinfo: jid: 15571874 46AW jtl: International Journal of Mental Health & Addiction issn: 15571874 maglogo: N pubinfo: dt: Apr2023 vid: 21 iid: 2 pid: 237 pub: Springer Nature artinfo: ui: 162728233 10.1007/s11469-021-00634-8 ppf: 958 ppct: 15 formats: fmt: – @attributes: type: T – @attributes: type: P size: 657KB tig: atl: Parent Characteristics and Practices Classify Lifetime Substance Use Among Mexican Children. aug: au: Vázquez, Alejandro L. Domenech Rodríguez, Melanie M. Barrett, Tyson S. Amador Buenabad, Nancy G. Gutiérrez López, María de Lourdes Bustos Gamiño, Marycarmen N. Villatoro Velázquez, Jorge A. affil: Utah State University, Logan, UT, USA Instituto Nacional de Psiquiatría Ramón de La Fuente Muñíz, Mexico City, Mexico Global Studies Seminar, Faculty of Medicine, National Autonomous University of Mexico, Mexico City, Mexico su: Mexico Substance abuse Parental influences Alcohol drinking Mexicans Machine learning sug: subj: Substance abuse Parental influences Alcohol drinking Mexico Drinking Places (Alcoholic Beverages) Mexicans Machine learning keyword: Children Parenting Prevention Substance use Children Parenting Prevention Substance use ab: The 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 classified tobacco, marijuana, inhalants, and other substance use. Parenting factors were poor classifiers of lifetime alcohol use. The algorithm generally selected important classifiers broadly associated with parental illicit substance use and monitoring practices across child substance use outcomes. Findings suggest that leveraging parental influences during childhood may be a high value point of intervention for preventing non-alcoholic substance use. Important classifiers identified by the current study represent potential targets for childhood substance use prevention efforts. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: N holdings: @attributes: islocal: N |
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