Exploring effects of multi-level factors on transitions of risk-taking behaviors among middle-to-late adolescents
Authors
Guo, YanYang, Yinmei
Deveaux, Lynette
Dinaj-Koci, Veronica
Schieber, Elizabeth
Herbert, Carly
Lee, JungAe
Wang, Bo
Student Authors
Carly HerbertAcademic Program
MD/PhD; Population Health SciencesUMass Chan Affiliations
Biostatistics and Health Services ResearchMorningside Graduate School of Biomedical Sciences
Population and Quantitative Health Sciences
Document Type
Journal ArticlePublication Date
2023-01-12Keywords
Latent transition analysisMiddle-to-late adolescence
Neighborhood risk
Parental monitoring
Peer risk involvement
The Bahamas
Metadata
Show full item recordAbstract
Adolescents experiment with risk behaviors, including delinquency, substance use, and sexual activity. Multi-level social factors, such as having high-risk peers, neighborhood risks, and parental monitoring, influence adolescents' behaviors. We modeled transition patterns in Bahamian adolescents' risk behaviors across three high school years and examined the effects of multi-level factors. We collected data from 2,564 Bahamian adolescents in Grade 10 and follow-ups through Grade 12. We used latent transition model to identify adolescents' risk statuses. Further analyses used multinomial logistic regression to explore the effects of multi-level factors on assignment to those latent statuses and transitions. We identified four distinct statuses: "low risk" (47.9% of the sample at baseline), "alcohol use" (36.8%), "alcohol use and sexual activity" (5.5%), and "high risk" (9.8%). Males were more likely to be in higher-risk statuses at baseline and to transition from a lower-risk status in Grade 10 to a higher-risk status in Grade 11. Social risk factors were significantly associated with higher-risk statuses at baseline. Neighborhood risk and peer risk involvement continued to affect transitions from lower to higher risk; parental monitoring did not have a significant effect in later years. Our findings have important implications for developing targeted and developmentally appropriate interventions to prevent and reduce risk behaviors among middle-to-late adolescents.Source
Guo Y, Yang Y, Deveaux L, Dinaj-Koci V, Schieber E, Herbert C, Lee J, Wang B. Exploring effects of multi-level factors on transitions of risk-taking behaviors among middle-to-late adolescents. Int J Behav Dev. 2023 May;47(3):210-220. doi: 10.1177/01650254221148117. Epub 2023 Jan 12. PMID: 37746313; PMCID: PMC10516360.DOI
10.1177/01650254221148117Permanent Link to this Item
http://hdl.handle.net/20.500.14038/53125PubMed ID
37746313ae974a485f413a2113503eed53cd6c53
10.1177/01650254221148117