Skip to main content
Top
Gepubliceerd in: Journal of Youth and Adolescence 4/2024

17-10-2023 | Empirical Research

Individual and Community level Developmental Adversities: Associations with Marijuana and Alcohol Use in Late-Adolescents and Young Adults

Auteurs: Michael I. Demidenko, Edward D. Huntley, Licheng Du, Caitlin Estor, Yajuan Si, Christine Wagner, Philippa Clarke, Daniel P. Keating

Gepubliceerd in: Journal of Youth and Adolescence | Uitgave 4/2024

Log in om toegang te krijgen
share
DELEN

Deel dit onderdeel of sectie (kopieer de link)

  • Optie A:
    Klik op de rechtermuisknop op de link en selecteer de optie “linkadres kopiëren”
  • Optie B:
    Deel de link per e-mail

Abstract

Exposure to community and individual level stressors during adolescence has been reported to be associated with increased substance use. However, it remains unclear what the relative contribution of different community- and individual-level factors play when alcohol and marijuana use become more prevalent during late adolescence. The present study uses a large longitudinal sample of adolescents (Wave 1: N = 2017; 55% Female; 54.5% White, 22.3% Black, 8% Hispanic, 15% other) to evaluate the association and potential interactions between community- and individual-level factors and substance use from adolescence to young adulthood (Wave 1 to Wave 3 Age Mean [SD]: 16.7 [1.1], 18.3 [1.2], 19.3 [1.2]). Across three waves of data, multilevel modeling (MLM) is used to evaluate the association between community affluence and disadvantage, individual household socioeconomic status (SES, measured as parental level of education and self-reported public assistance) and self-reported childhood maltreatment with self-reported 12-month alcohol and 12-month marijuana use occasions. Sample-selection weights and attrition-adjusted weights are accounted for in the models to evaluate the robustness of the estimated effects. Across the MLMs, there is a significant positive association between community affluence and parental education with self-reported alcohol use but not self-reported marijuana use. In post hoc analyses, higher neighborhood affluence in older adolescents is associated with higher alcohol use and lower use in younger adolescents; the opposite association is found for neighborhood disadvantage. Consistent with past literature, there is a significant positive association between self-reported childhood maltreatment and self-reported 12-month alcohol and 12-month marijuana use. Results are largely consistent across weighted and unweighted analyses, however, in weighted analyses there is a significant negative association between community disadvantage and self-reported 12-month alcohol use. This study demonstrates a nuanced relationship between community- and individual-level factors and substance use during the transitional window of adolescence which should be considered when contextualizing and interpreting normative substance use during adolescence.
Bijlagen
Alleen toegankelijk voor geautoriseerde gebruikers
Literatuur
go back to reference Andrews, J. A., & Westling, E. (2016). Substance use in emerging adulthood. In The Oxford handbook of emerging adulthood (pp. 521–542). Oxford University Press. New York, NY, US. Andrews, J. A., & Westling, E. (2016). Substance use in emerging adulthood. In The Oxford handbook of emerging adulthood (pp. 521–542). Oxford University Press. New York, NY, US.
go back to reference Bates, D., Maechler, M., Bolker, B., Cre, Walker, S., Christensen, R. H. B., Singmann, H., Dai, B., Scheipl, F., Grothendieck, G., Green, P., Fox, J., Bauer, A., & Krivitsky, P. N. (2020). lme4: Linear Mixed-Effects Models using “Eigen” and S4 (1.1-26) [Computer software]. https://CRAN.R-project.org/package=lme4. Bates, D., Maechler, M., Bolker, B., Cre, Walker, S., Christensen, R. H. B., Singmann, H., Dai, B., Scheipl, F., Grothendieck, G., Green, P., Fox, J., Bauer, A., & Krivitsky, P. N. (2020). lme4: Linear Mixed-Effects Models using “Eigen” and S4 (1.1-26) [Computer software]. https://​CRAN.​R-project.​org/​package=​lme4.
go back to reference Bernstein, D. P., Stein, J. A., Newcomb, M. D., Walker, E., Pogge, D., Ahluvalia, T., Stokes, J., Handelsman, L., Medrano, M., Desmond, D., & Zule, W. (2003). Development and validation of a brief screening version of the Childhood Trauma Questionnaire. Child Abuse & Neglect, 27(2), 169–190. https://doi.org/10.1016/s0145-2134(02)00541-0.CrossRef Bernstein, D. P., Stein, J. A., Newcomb, M. D., Walker, E., Pogge, D., Ahluvalia, T., Stokes, J., Handelsman, L., Medrano, M., Desmond, D., & Zule, W. (2003). Development and validation of a brief screening version of the Childhood Trauma Questionnaire. Child Abuse & Neglect, 27(2), 169–190. https://​doi.​org/​10.​1016/​s0145-2134(02)00541-0.CrossRef
go back to reference Booth, A., & Crouter, A. C. (Eds.). (2001). Does it take a village? Community effects on children, adolescents, and families (pp. xi, 263). Lawrence Erlbaum Associates Publishers. Booth, A., & Crouter, A. C. (Eds.). (2001). Does it take a village? Community effects on children, adolescents, and families (pp. xi, 263). Lawrence Erlbaum Associates Publishers.
go back to reference Caspi, A., Houts, R. M., Ambler, A., Danese, A., Elliott, M. L., Hariri, A., Harrington, H., Hogan, S., Poulton, R., Ramrakha, S., Rasmussen, L. J. H., Reuben, A., Richmond-Rakerd, L., Sugden, K., Wertz, J., Williams, B. S., & Moffitt, T. E. (2020). Longitudinal Assessment of Mental Health Disorders and Comorbidities Across 4 Decades Among Participants in the Dunedin Birth Cohort Study. JAMA Network Open, 3(4). https://doi.org/10.1001/jamanetworkopen.2020.3221. Caspi, A., Houts, R. M., Ambler, A., Danese, A., Elliott, M. L., Hariri, A., Harrington, H., Hogan, S., Poulton, R., Ramrakha, S., Rasmussen, L. J. H., Reuben, A., Richmond-Rakerd, L., Sugden, K., Wertz, J., Williams, B. S., & Moffitt, T. E. (2020). Longitudinal Assessment of Mental Health Disorders and Comorbidities Across 4 Decades Among Participants in the Dunedin Birth Cohort Study. JAMA Network Open, 3(4). https://​doi.​org/​10.​1001/​jamanetworkopen.​2020.​3221.
go back to reference DeJoseph, M. L., Herzberg, M. P., Sifre, R. D., Berry, D., & Thomas, K. M. (2022). Measurement matters: an individual differences examination of family socioeconomic factors, latent dimensions of children’s experiences, and resting state functional brain connectivity in the ABCD sample. Developmental Cognitive Neuroscience, 53, 101043. https://doi.org/10.1016/j.dcn.2021.101043.CrossRefPubMed DeJoseph, M. L., Herzberg, M. P., Sifre, R. D., Berry, D., & Thomas, K. M. (2022). Measurement matters: an individual differences examination of family socioeconomic factors, latent dimensions of children’s experiences, and resting state functional brain connectivity in the ABCD sample. Developmental Cognitive Neuroscience, 53, 101043. https://​doi.​org/​10.​1016/​j.​dcn.​2021.​101043.CrossRefPubMed
go back to reference Demidenko, M. I., Kelly, D. P., Hardi, F. A., Ip, K. I., Lee, S., Becker, H., Hong, S., Thijssen, S., Luciana, M., & Keating, D. P. (2022). Mediating effect of pubertal stages on the family environment and neurodevelopment: An open-data replication and multiverse analysis of an ABCD Study®. Neuroimage: Reports, 2(4), 100133 https://doi.org/10.1016/j.ynirp.2022.100133.CrossRefPubMed Demidenko, M. I., Kelly, D. P., Hardi, F. A., Ip, K. I., Lee, S., Becker, H., Hong, S., Thijssen, S., Luciana, M., & Keating, D. P. (2022). Mediating effect of pubertal stages on the family environment and neurodevelopment: An open-data replication and multiverse analysis of an ABCD Study®. Neuroimage: Reports, 2(4), 100133 https://​doi.​org/​10.​1016/​j.​ynirp.​2022.​100133.CrossRefPubMed
go back to reference Fairman, B. J., Goldstein, R. B., Simons-Morton, B. G., Haynie, D. L., Liu, D., Hingson, R. W., & Gilman, S. E. (2020). Neighbourhood context and binge drinking from adolescence into early adulthood in a US national cohort. International Journal of Epidemiology, 49(1), 103–112. https://doi.org/10.1093/ije/dyz133.CrossRefPubMed Fairman, B. J., Goldstein, R. B., Simons-Morton, B. G., Haynie, D. L., Liu, D., Hingson, R. W., & Gilman, S. E. (2020). Neighbourhood context and binge drinking from adolescence into early adulthood in a US national cohort. International Journal of Epidemiology, 49(1), 103–112. https://​doi.​org/​10.​1093/​ije/​dyz133.CrossRefPubMed
go back to reference Felitti, V. J., Anda, R. F., Nordenberg, D., Williamson, D. F., Spitz, A. M., Edwards, V., Koss, M. P., & Marks, J. S. (1998). Relationship of childhood abuse and household dysfunction to many of the leading causes of death in adults. The Adverse Childhood Experiences (ACE) Study. American Journal of Preventive Medicine, 14(4), 245–258. https://doi.org/10.1016/s0749-3797(98)00017-8.CrossRefPubMed Felitti, V. J., Anda, R. F., Nordenberg, D., Williamson, D. F., Spitz, A. M., Edwards, V., Koss, M. P., & Marks, J. S. (1998). Relationship of childhood abuse and household dysfunction to many of the leading causes of death in adults. The Adverse Childhood Experiences (ACE) Study. American Journal of Preventive Medicine, 14(4), 245–258. https://​doi.​org/​10.​1016/​s0749-3797(98)00017-8.CrossRefPubMed
go back to reference Johnston, L. D., Miech, R. A., O’Malley, P. M., Bachman, J. E., & Patrick, M. E. (2020). Monitoring the future national survey results on drug use, 1975–2019: overview, key findings on adolescent drug use. In Institute for Social Research. Institute for Social Research. https://eric.ed.gov/?id=ED604018. Johnston, L. D., Miech, R. A., O’Malley, P. M., Bachman, J. E., & Patrick, M. E. (2020). Monitoring the future national survey results on drug use, 1975–2019: overview, key findings on adolescent drug use. In Institute for Social Research. Institute for Social Research. https://​eric.​ed.​gov/​?​id=​ED604018.
go back to reference Kann, L., McManus, T., Harris, W. A., Shanklin, S. L., Flint, K. H., Queen, B., Lowry, R., Chyen, D., Whittle, L., Thornton, J., Lim, C., Bradford, D., Yamakawa, Y., Leon, M., Brener, N., & Ethier, K. A. (2018). Youth risk behavior surveillance—United States, 2017. Morbidity and Mortality Weekly Report. Surveillance Summaries (Washington, D.C.: 2002), 67(8), 1–114. https://doi.org/10.15585/mmwr.ss6708a1.CrossRefPubMed Kann, L., McManus, T., Harris, W. A., Shanklin, S. L., Flint, K. H., Queen, B., Lowry, R., Chyen, D., Whittle, L., Thornton, J., Lim, C., Bradford, D., Yamakawa, Y., Leon, M., Brener, N., & Ethier, K. A. (2018). Youth risk behavior surveillance—United States, 2017. Morbidity and Mortality Weekly Report. Surveillance Summaries (Washington, D.C.: 2002), 67(8), 1–114. https://​doi.​org/​10.​15585/​mmwr.​ss6708a1.CrossRefPubMed
go back to reference Little, R. J. A., & Rubin, D. B. (2019). Statistical Analysis with Missing Data, 3rd Edition. John Wiley & Sons. Hoboken, NJ. Little, R. J. A., & Rubin, D. B. (2019). Statistical Analysis with Missing Data, 3rd Edition. John Wiley & Sons. Hoboken, NJ.
go back to reference Madigan, S., Deneault, A. A., Racine, N., Park, J., Thiemann, R., Zhu, J., Dimitropoulos, G., Williamson, T., Fearon, P., Cénat, J. M., McDonald, S., Devereux, C., & Neville, R. D. (2023). Adverse childhood experiences: a meta-analysis of prevalence and moderators among half a million adults in 206 studies. World Psychiatry, 22(3), 463–471. https://doi.org/10.1002/wps.21122.CrossRefPubMedPubMedCentral Madigan, S., Deneault, A. A., Racine, N., Park, J., Thiemann, R., Zhu, J., Dimitropoulos, G., Williamson, T., Fearon, P., Cénat, J. M., McDonald, S., Devereux, C., & Neville, R. D. (2023). Adverse childhood experiences: a meta-analysis of prevalence and moderators among half a million adults in 206 studies. World Psychiatry, 22(3), 463–471. https://​doi.​org/​10.​1002/​wps.​21122.CrossRefPubMedPubMedCentral
go back to reference Si, Y., West, B. T., Veliz, P., Patrick, M. E., Schulenberg, J. E., Kloska, D. D., Terry-McElrath, Y. M., & McCabe, S. E. (2022). An empirical evaluation of alternative approaches to adjusting for attrition when analyzing longitudinal survey data on young adults’ substance use trajectories. International Journal of Methods in Psychiatric Research, 31(3), e1916. https://doi.org/10.1002/mpr.1916.CrossRefPubMedPubMedCentral Si, Y., West, B. T., Veliz, P., Patrick, M. E., Schulenberg, J. E., Kloska, D. D., Terry-McElrath, Y. M., & McCabe, S. E. (2022). An empirical evaluation of alternative approaches to adjusting for attrition when analyzing longitudinal survey data on young adults’ substance use trajectories. International Journal of Methods in Psychiatric Research, 31(3), e1916. https://​doi.​org/​10.​1002/​mpr.​1916.CrossRefPubMedPubMedCentral
go back to reference Substance Abuse and Mental Health Services Administration. (2020). Key substance use and mental health indicators in the United States: Results from the 2019 National Survey on Drug Use and Health ((HHS Publication No. PEP20-07-01-001, NSDUH Series H-55)). Center for Behavioral Health Statistics and Quality, Substance Abuse and Mental Health Services Administration. https://www.samhsa.gov/data/. Substance Abuse and Mental Health Services Administration. (2020). Key substance use and mental health indicators in the United States: Results from the 2019 National Survey on Drug Use and Health ((HHS Publication No. PEP20-07-01-001, NSDUH Series H-55)). Center for Behavioral Health Statistics and Quality, Substance Abuse and Mental Health Services Administration. https://​www.​samhsa.​gov/​data/​.
Metagegevens
Titel
Individual and Community level Developmental Adversities: Associations with Marijuana and Alcohol Use in Late-Adolescents and Young Adults
Auteurs
Michael I. Demidenko
Edward D. Huntley
Licheng Du
Caitlin Estor
Yajuan Si
Christine Wagner
Philippa Clarke
Daniel P. Keating
Publicatiedatum
17-10-2023
Uitgeverij
Springer US
Gepubliceerd in
Journal of Youth and Adolescence / Uitgave 4/2024
Print ISSN: 0047-2891
Elektronisch ISSN: 1573-6601
DOI
https://doi.org/10.1007/s10964-023-01881-9

Andere artikelen Uitgave 4/2024

Journal of Youth and Adolescence 4/2024 Naar de uitgave