Skip to main content

Advertisement

Log in

Is the Association between Neighborhood Drug Prevalence and Marijuana use Independent of Peer Drug and Alcohol Norms? Results from a Household Survey of Urban Youth

  • Published:
Journal of Urban Health Aims and scope Submit manuscript

Abstract

To inform policy debates surrounding marijuana decriminalization and add to our understanding of social and structural influences on youth drug use, we sought to determine whether there was an independent association between neighborhood drug prevalence and individual-level marijuana use after controlling for peer drug and alcohol norms. We analyzed cross-sectional data from a household survey of 563 youth aged 15–24 in Baltimore, Maryland. The study population was 88 % African-American. Using gender-stratified, weighted, multilevel logistic regression, we tested whether neighborhood drug prevalence was associated with individual-level marijuana use after controlling for peer drug and alcohol norms. Bivariate analyses identified a significant association between high neighborhood drug prevalence and marijuana use among female youth (AOR = 1.76, 95 % CI = 1.26, 2.47); the association was in a similar direction but not significant among male youth (AOR = 1.26, 95 % CI = 0.85, 1.87). In multivariable regression controlling for peer drug and alcohol norms, high neighborhood drug prevalence remained significantly associated among female youth (AOR = 1.59, 95 % CI = 1.12, 2.27). Among male youth, the association was attenuated toward the null (AOR = 0.95, 95 % CI = 0.63, 1.45). In the multivariable model, peer drug and alcohol norms were significantly associated with individual-level marijuana use among female youth (AOR = 1.54, 95 % CI = 1.17, 2.04) and male youth (AOR = 2.59, 95 % CI = 1.65, 4.07). This work suggests that individual-level marijuana use among female youth is associated with neighborhood drug prevalence independent of peer norms. This finding may have important implications as the policy landscape around marijuana use changes.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

FIG. 1

Similar content being viewed by others

References

  1. Volkow ND, Baler RD, Compton WM, Weiss SRB. Adverse health effects of marijuana use. N Engl J Med. 2014; 370(23): 2219–2227. doi:10.1056/NEJMra1402309.

    Article  PubMed  Google Scholar 

  2. Crum RM, Lillie-blantond M, Anthony JC. Neighborhood environment and opportunity to use cocaine and other drugs in late childhood and early adolescence. Drugs Alcohol Depend. 1996; 43: 155–161.

    Article  CAS  Google Scholar 

  3. Kandel DB. On processes of peer influences in adolescent drug use: a developmental perspective. Adv Alcohol Subst Abus. 1985; 4(3–4): 139–163. doi:10.1300/J251v04n03_07.

    Article  CAS  Google Scholar 

  4. Kandel D. Adolescent marihuana use: role of parents and peers. Science. 1973; 181(4104): 1067–1070.

    Article  CAS  PubMed  Google Scholar 

  5. Lloyd JJ, Anthony JC. Hanging out with the wrong crowd: how much difference can parents make in an urban environment? J Urban Health. 2003; 80(3): 383–399. doi:10.1093/jurban/jtg043.

    Article  PubMed Central  PubMed  Google Scholar 

  6. Furr-Holden CDM, Lee MH, Milam AJ, Johnson RM, Lee K-S, Ialongo NS. The growth of neighborhood disorder and marijuana use among urban adolescents: a case for policy and environmental interventions. J Stud Alcohol Drugs. 2011; 72(3): 371–379.

    Article  PubMed Central  PubMed  Google Scholar 

  7. Cubbin C, Santelli J, Brindis CD, Braveman P. Neighborhood context and sexual behaviors among adolescents: findings from the National Longitudinal Study of Adolescent Health. Perspect Sex Reprod Health. 2005; 37(3): 125–134.

    Article  PubMed  Google Scholar 

  8. Duncan B, Albert G. Beyond love: a critical race ethnography of the schooling of adolescent black males. Equity Excell Educ. 2002; 35(2): 131–143.

    Article  Google Scholar 

  9. Weihe SE, Carrol AE, Liu GC, et al. Using GPS-enabled cell phones to track the travel patterns of adolescents. J Heal Geogr. 2008; 7: 22.

    Article  Google Scholar 

  10. Anthony JC, Warner LA, Kessler RC. Comparative epidemiology of dependence on tobacco, alcohol, controlled substances, and inhalants: basic findings from the National Comorbidity Survey. Exp Clin Psychopharmacol. 1994; 2: 244–268. doi:10.1037/1064-1297.2.3.244.

    Article  Google Scholar 

  11. O’Malley PM, Johnston LD, Bachman JG. Adolescent substance use. Epidemiology and implications for public policy. Pediatr Clin North Am. 1995; 42: 241–260.

    PubMed  Google Scholar 

  12. Furstenberg F, Hughes M. The influence of neighborhoods on children’s development: a theoretical perspective and a research agenda. In: Brooks-Gunn G, Duncan J, Aber J, eds. Neighborhood poverty: policy implications in studying neighborhoods. New York: Russel Sage; 1997: 81–102.

    Google Scholar 

  13. Van Etten ML, Anthony JC. Male-female differences in transitions from first drug opportunity to first use: searching for subgroup variation by age, race, region, and urban status. J Womens Health Gend Based Med. 2001; 10: 797–804. doi:10.1089/15246090152636550.

    Article  PubMed  Google Scholar 

  14. Patchin JW. Exposure to community violence and childhood delinquency. Crime Delinq. 2006; 52(2): 307–332. doi:10.1177/0011128704267476.

    Article  Google Scholar 

  15. Chuang Y-C, Chuang K-Y. Gender differences in relationships between social capital and individual smoking and drinking behavior in Taiwan. Soc Sci Med. 2008; 67(8): 1321–1330. doi:10.1016/j.socscimed.2008.06.033.

    Article  PubMed  Google Scholar 

  16. Lambert SF, Brown TL, Phillips CM, Ialongo NS. The relationship between perceptions of neighborhood characteristics and substance use among urban African American adolescents. Am J Community Psychol. 2004; 34(3–4): 205–218.

    Article  PubMed  Google Scholar 

  17. Ahern J, Galea S, Hubbard A, Midanik L, Syme SL. “Culture of drinking” and individual problems with alcohol use. Am J Epidemiol. 2008; 167(9): 1041–1049. doi:10.1093/aje/kwn022.

    Article  PubMed  Google Scholar 

  18. Jennings JM, Taylor R, Iannacchione VG, et al. The available pool of sex partners and risk for a current bacterial sexually transmitted infection. Ann Epidemiol. 2010; 20(7): 532–538. doi:10.1016/j.annepidem.2010.03.016.

    Article  PubMed Central  PubMed  Google Scholar 

  19. Chong EKP, Zak SH. An introduction to optimization. New York: John Wiley & Sons; 1996.

    Google Scholar 

  20. Distefano C, Zhu M, Mindrila D. Understanding and using factor scores: considerations for the applied researcher. Pract Assessment, Res Eval. 2009; 14(20): 1–11.

    Google Scholar 

  21. Furr-Holden CDM, Smart MJ, Pokorni JL, et al. The NIfETy method for environmental assessment of neighborhood-level indicators of violence, alcohol, and other drug exposure. Prev Sci. 2008; 9(4): 245–255. doi:10.1007/s11121-008-0107-8.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  22. Jessor R, Chase JA, Donovan JE. Psychosocial correlates of marijuana use and problem drinking in a national sample of adolescents. Am J Public Health. 1980; 70(6): 604–613. doi:10.2105/AJPH.70.6.604.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  23. Stanton B, Li X, Cottrell L, Kaliee L, Virginia W. Early initiation of sex, drug-related risk behaviors, and sensation-seeking among urban, low-income African-American adolescents. J Natl Med Assoc. 2001; 93(4): 129–138.

    CAS  PubMed Central  PubMed  Google Scholar 

  24. Rabe-Hesketh S, Skrondal A, Pickles A. Reliable estimation of generalized linear mixed models using adaptive quadrature. Stata J. 2002; 2(1): 1–21.

    Google Scholar 

  25. Rabe-Hesketh S, Skrondal A, Pickles A. GLLAMM Manual; 2004.

  26. Feigelman S, Li X, Stanton B. Perceived risks and benefits of alcohol, cigarette, and drug use among urban low-income African-American early adolescents. Bull N Y Acad Med. 1995; 72(1): 57–75.

    CAS  PubMed Central  PubMed  Google Scholar 

  27. Storr C, Chen C, Anthony J. “Unequal opportunity”: neighbourhood disadvantage and the chance to buy illegal drugs. J Epidemiol Community Heal. 2004; 58(3): 231–237. doi:10.1136/jech.2003.007575.

    Article  CAS  Google Scholar 

  28. Bohnert KM, Anthony JC, Breslau N. Parental monitoring at age 11 and subsequent onset of cannabis use up to age 17: results from a prospective study. J Stud Alcohol Drugs. 2012; 73(2): 173–177.

    Article  PubMed Central  PubMed  Google Scholar 

  29. Abdelrahman AI, Rodriguez G, Ryan JA, French JF, Weinbaum D. The epidemiology of substance use among middle school students: the impact of school, familial, community and individual risk factors. J Child Adolesc Subst Abuse. 1999; 8(1): 55–75.

    Article  Google Scholar 

  30. Duncan GJ, Connell JP, Klebanov PK. Conceptual and methodological issues in estimating causal effects of neighborhoods and family conditions on individual development. Neighborhood Poverty. 1997; 1: 219–250.

    Google Scholar 

  31. Simons RL, Johnson C, Beaman J, Conger RD, Whitbeck LB. Parents and peer group as mediators of the effect of community structure on adolescent problem behavior. Am J Community Psychol. 1996; 24(1): 145–171.

    Article  CAS  PubMed  Google Scholar 

  32. Chuang Y-C, Ennett ST, Bauman KE, Foshee VA. Neighborhood influences on adolescent cigarette and alcohol use: mediating effects through parent and peer behaviors. J Health Soc Behav. 2005; 46(2): 187–204.

    Article  PubMed  Google Scholar 

  33. Houck CD, Lescano CM, Brown LK, et al. “Islands of risk”: subgroups of adolescents at risk for HIV. J Pediatr Psychol. 2006; 31(6): 619–629. doi:10.1093/jpepsy/jsj067.

    Article  PubMed  Google Scholar 

  34. Jessor R. Problem-behavior theory, psychosocial development, and adolescent problem drinking. Br J Addict. 1987; 82(4): 331–342.

    Article  CAS  PubMed  Google Scholar 

  35. Duncan DT, Palamar JJ, Williams JH. Perceived neighborhood illicit drug selling, peer illicit drug disapproval and illicit drug use among U.S. high school seniors. Subst Abuse Treat Prev Policy. 2014; 9(1): 35. doi:10.1186/1747-597X-9-35.

    Article  PubMed Central  PubMed  Google Scholar 

  36. Bauman KE, Ennett ST. On the importance of peer influence for adolescent drug use: commonly neglected considerations. Addiction. 1996; 91(2): 185–198.

    Article  CAS  PubMed  Google Scholar 

  37. Iannotti RJ, Bush PJ, Weinfurt KP. Perception of friends’ use of alcohol, cigarettes, and marijuana among urban schoolchildren: a longitudinal analysis. Addict Behav. 1996; 21(5): 615–632.

    Article  CAS  PubMed  Google Scholar 

  38. Joffe A, Yancy WS. Technical report: legalization of marijuana: potential impact on youth. Pediatrics. 2004; 113(6): e632–e638.

    Article  PubMed  Google Scholar 

Download references

Acknowledgments

The authors thank Dr. Debra Furr-Holden for her collaboration in collecting neighborhood disorder data using methodology from her Baltimore-based NIFETY study. The authors also thank the young men and women who participated in the studies represented and the Neighborhood Influences on Adolescent and Adult Health (NIAAH) study field staff for their data collection efforts. All other individuals who contributed to this research are listed above as named authors.

Grant Support

This study was supported by the National Institute of Allergy and Infectious Disease (grant number R01 A149530) with supplemental funding from the National Institutes on Alcohol Abuse and Alcoholism. Dr. Jennings was supported for this work by the National Institute of Drug Abuse (K01 DA022298-01A1). The funding organization had no role in study design, the collection, analysis, and interpretation of data, the writing of this manuscript, or the decision to submit the manuscript for publication.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jacky M. Jennings.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Leifheit, K.M., Parekh, J., Matson, P.A. et al. Is the Association between Neighborhood Drug Prevalence and Marijuana use Independent of Peer Drug and Alcohol Norms? Results from a Household Survey of Urban Youth. J Urban Health 92, 773–783 (2015). https://doi.org/10.1007/s11524-015-9962-3

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11524-015-9962-3

Keywords

Navigation