Skip to main content

Advertisement

Log in

Multiplex crack smoking and sexual networks: associations between network members’ incarceration and HIV risks among high-risk MSM

  • Published:
Journal of Behavioral Medicine Aims and scope Submit manuscript

Abstract

This study examined HIV risks in the multiplex crack-smoking and sexual networks of incarcerated drug-using men who have sex with men (MSM) and their associates. We estimated the associations between the network members’ incarceration, self-reported HIV infection, and trading sex for money. Our analytic sample consisted of 508 crack-smoking or sexual partnerships of 273 high-risk MSM. Network members were specified by (1) crack smoking and sexual behavior or (2) crack smoking only. Longer incarceration of the crack-smoking and sexual network members was associated with self-reported HIV infection (AOR = 1.61, p < 0.05), which extended up to one’s partners’ partners’ partners (AOR = 1.63, p < 0.05). Similar results were found for trading sex (AOR = 2.77, p < 0.05). The findings of the study call for the development of a system-level HIV intervention among former incarcerated MSM and their associates.

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

  • Adimora, A. A., & Schoenbach, V. (2005). Social context, sexual networks, and racial disparities in rates of sexually transmitted infections. Journal of Infectious Diseases, 191, S115–S122.

    Article  PubMed  Google Scholar 

  • Bland, S. E., Mimiaga, M. J., Reisner, S. L., White, J. M., Driscoll, M. A., Isenberg, D., et al. (2012). Sentencing risk: History of incarcelation and HIV/STD transmission risk behaviours among Black men who have sex with men in Massachusetts. Culture, Health & Sexuality, 14, 329–345.

    Article  Google Scholar 

  • Campsmith, M. L., Nakashima, A. K., & Jones, J. L. (2000). Association between crack cocaine use and high-risk sexual behaviors after HIV diagnosis. Journal of Acquired Immune Deficiency Syndromes, 25, 192–198.

    Article  CAS  PubMed  Google Scholar 

  • CDC, Centers for Disease Control and Prevention. (2012). HIV in Correctional Settings Divisions of HIV/AIDS Prevention, National Center for HIV/AIDS, Viral Hepatities, STD, and TB Prevention.

  • Christakis, N. A., & Fowler, J. H. (2007). The spread of obesity in a large social network over 32 years. The New England Journal of Medicine, 357, 370–379.

    Article  CAS  PubMed  Google Scholar 

  • Christakis, N. A., & Fowler, J. H. (2008). The collective dynamics of smoking in a large social network. The New England Journal of Medicine, 358, 2249–2258.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Christakis, N. A., & Fowler, J. H. (2009). Connected: The surprising power of our social networks and how they shape our lives. New York: Little Brown and Co.

    Google Scholar 

  • Csardi, G., & Nepusz, T. (2006). The igraph software package for complex network research. InterJournal, Complex Systems, 1695(5), 1–9.

    Google Scholar 

  • DeBeck, K., Kerr, T., Li, K., Fischer, B., Buxton, J., Montaner, J., & Wood, E. (2009). Smoking of crack cocaine as a risk factor for HIV infection among people who use injection drugs. CMAJ, 181, 585–589.

    Article  PubMed  PubMed Central  Google Scholar 

  • Drucker, E. (2012). Drugs: The third rail of US politics. Lancet, 380, 1626–1628.

    Article  PubMed  Google Scholar 

  • Drucker, E. (2013). A plague of prisons: The epidemiology of mass incarceration in America. New York: The New York Press.

    Google Scholar 

  • Drucker, E. (2014). Restoring Justice: From punishment to public health. American Journal of Public Health, 104, 388.

    Article  PubMed  PubMed Central  Google Scholar 

  • Falck, R. S., Wang, J., & Carlson, R. G. (2007). Crack cocaine trajectories among users in a midwestern American city. Addiction, 102, 1421–1431.

    Article  PubMed  Google Scholar 

  • Freudenberg, N. (2001). Jails, prisons, and the health of urban populations: a review of the impact of the correctional system on community health. Journal of Urban Health, 78, 214–235.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Friedman, S. R., & Aral, S. (2001). Social networks, risk-potential networks, health, and disease. Journal of Urban Health, 78, 411–418.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Friedman, S. R., Pouget, E. R., Chatterjee, S., Cleland, C. M., Tempalski, B., Brady, J. E., & Cooper, H. L. F. (2011). Drug arrests and injection drug deterrence. American Journal of Public Health, 101, 344–349.

    Article  PubMed  PubMed Central  Google Scholar 

  • Fujimoto, K. (2012). Using mixed-mode networks to disentangle multiple sources of social influence. In S. J. Yang, A. M. Greenberg & M. Endsley (Eds.), Lecture Notes in Computer Science (LCNS) (Vol. 7227, pp. 214–221). Maryland.

  • Fujimoto, K., & Valente, T. W. (2012). Social network influences on adolescent substance use: Disentangling structural equivalence from cohesion. Social Science and Medicine, 74, 1952–1960.

    Article  PubMed  PubMed Central  Google Scholar 

  • Fujimoto, K., & Valente, T. W. (2013). Alcohol peer influence from participating in organized school activities among U.S. adolescents: A network approach. Health Psychology, 32, 1084–1092.

    Article  PubMed  Google Scholar 

  • Fujimoto, K., & Valente, T. W. (2015). Multiplex congruity: Friendship networks and perceived popularity as correlates of adolescent alcohol use. Social Science and Medicine, 125, 173–181.

    Article  PubMed  Google Scholar 

  • Inciardi, J. A., & Pottieger, A. E. (1994). Crack-cocaine use and street crime. The Journal of Drug Issues, 24, 273–292.

    Article  Google Scholar 

  • Khan, M. R., Berhrend, L., Adimora, A. A., Weir, S. S., Tisdale, C., & Wohl, D. A. (2011a). Dissolution of primary intimate relationships during incarceration and associations with post-release STI/HIV risk behavior in a southeastern city. Sexually Transmitted Diseases, 38, 42–47.

    Article  Google Scholar 

  • Khan, M. R., Doherty, I. A., Schoenbach, V. J., Taylor, E. M., Epperson, M. W., & Adimora, A. A. (2009). Incarceration and high-risk sex partnerships among men in the United States. Journal of Urban Health, 86, 584–601.

    Article  PubMed  PubMed Central  Google Scholar 

  • Khan, M. R., Epperson, M. W., Mateu-Gelabert, P., Bolyard, M., Sandoval, M., & Friedman, S. R. (2011b). Incarceration, sex with an STI- or HIV-infected partner, and infection with an STI or HIV in Bushwick, Brooklyn, NY: A social network perspective. American Journal of Public Health, 101, 1110–1117.

    Article  PubMed  PubMed Central  Google Scholar 

  • Khan, M. R., Miller, W. C., Schoenbach, V. J., Weir, S. S., Kaufman, J. S., Wohl, D. A., & Adimora, A. A. (2008). Timing and duration of incarceration and high-risk sexual partnerships among African Americans in North Carolina. Annals of Epidemiolgy, 18, 403–410.

    Article  Google Scholar 

  • Kimbrough, L. W., Fisher, H. E., Jones, K. T., Johnson, W., Thadiparthi, S., & Dooley, S. (2009). Accessing social networks with high rates of undiagnosed HIV infection: the social networks demonstration project. American Journal of Public Health, 99, 1093–1099.

    Article  PubMed  PubMed Central  Google Scholar 

  • Kinlock, T. W., O’Grady, K. E., & Hanlon, T. E. (2003). Prediction of the criminal activity of incarcerated drug-abusing offenders. Journal of Drug Issues, 33, 897–920.

    Article  Google Scholar 

  • Krohn, M. D. (1986). The web of conformity: a network approach to the explanation of delinquent behavior. Social Problems, 33, S81–S93.

    Article  Google Scholar 

  • Krohn, M. D., Massey, J. L., & Zielinski, M. (1988). Role overlap, network multiplexity, and adolescent deviant behavior. Social Psychology Quarterly, 51, 346–356.

    Article  Google Scholar 

  • Latkin, C. A., Mandell, W., & Vlahov, D. (1996). The relationship between risk networks’ patterns of crack cocaine and alcohol consumption and HIV-related sexual behaviors among adult injection drug users: a prospective study. Drug and Alcohol Dependence, 42, 175–181.

    Article  CAS  PubMed  Google Scholar 

  • Maru, D. S., Basu, S., & Altice, F. (2007). HIV control efforts should directly address incarceration. Lancet Infectious Disease, 7, 497.

    Article  Google Scholar 

  • McCree, D., Millett, G., Baytop, C., Royal, S., Ellen, J., Halkitis, P. N., et al. (2013). Lessons learned from use of social neetwork strategy in HIV testing programs targeting African Amnerican men who have sex with men. American Journal of Public Health, 103, 1851–1856.

    Article  PubMed  PubMed Central  Google Scholar 

  • Newman, P. A., Rhodes, F., & Weiss, R. E. (2004). Correlates of sex trading among drug-using men who have sex with men. American Journal of Public Health, 94, 1998–2003.

    Article  PubMed  PubMed Central  Google Scholar 

  • Ross, M. W. (2013). Health and health promotion in prisons. London: Routledge.

    Google Scholar 

  • Ross, M. W., & Williams, M. L. (2001). Sexual behavior and illicit drug use. Annual Review of Sex Research, 12, 290–310.

    CAS  PubMed  Google Scholar 

  • Royston, P. (2004). Multiple imputation of missing values. Stata Journal, 4, 227–241.

    Google Scholar 

  • Senteio, C., Collins, S. W., Jackson, R., Welk, S., & Zhang, S. (2010). Effective resources supporting healthy sexual behavior in formerly incarcerated persons. American Journal of Sexuality Education, 5, 362–376.

    Article  Google Scholar 

  • Sherman, S. G., & Latkin, C. A. (2001). Intimate relationship characteristics associated with condom use among drug users and their sex partners: A multilevel analysis. Drug and Alcohol Dependence, 64, 97–104.

    Article  CAS  PubMed  Google Scholar 

  • Skvoretz, J., & Agneessens, F. (2007). Reciprocity, multiplexity, and exchange: measures. Quality & Quantity, 41, 341–357.

    Article  Google Scholar 

  • Thomas, J. C., & Torrone, E. (2006). Incarceration as forced migration: Effects on selected community health outcomes. American Journal of Public Health, 96, 1762–1765.

    Article  PubMed  PubMed Central  Google Scholar 

  • Tobin, K. E., German, D., Spikes, P., Patterson, J., & Latkin, C. A. (2011). Comparison of the social and sexual networks of crack-using and non-crack using African American men who have sex with men. Journal of Urban Health, 88, 1052–1062.

    Article  PubMed  PubMed Central  Google Scholar 

  • Travis, J., Western, B., & Redburn, S. (2014). The growth of incarceration in the United States: Exploring causes and consequences. Washington, D.C.: The National Academies Press.

    Google Scholar 

  • Valente, T. W. (2010). Social Networks and Health: Models, Methods, and Applications. Oxford: Oxford University Press.

    Book  Google Scholar 

  • Williams, M. L., Atkinson, J., Klovdahl, A. S., Ross, M. W., & Timson, S. (2005). Spatial bridging in a network of drug-using male sex workers. Journal of Urban Health: Bulletin of the New York Academy of Medicine, 82, i35–i42.

    Article  Google Scholar 

  • Williams, M. L., Ross, M., Atkinson, J. A., Bowen, A., Klovdahl, A., & Timpson, S. (2006). An investigation of concurrent sex partnering in two samples having large numbers of sex partners. International Journal of STD and AIDS, 17, 309–314.

    Article  PubMed  Google Scholar 

  • Williams, M. L., Ross, M., Bowen, A., et al. (2001). An investigation of condom use by frequency of sex. Sexually Transmitted Infections, 77, 433–435.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgments

This study used the dataset collected by social network project funded by the following National Institutes of Health grant: National Institutes of Health, R01DA015025. This study was partly supported by 1R01DA039934 and 1R01MH100021.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Kayo Fujimoto.

Ethics declarations

Conflict of interest

Kayo Fujimoto, Ju Yeong Kim, Michael W. Ross, and Mark L. Williams declare that they have no conflict of interest.

Human and animal rights and Informed consent

All procedures followed were in accordance with ethical standards of the responsible committee on human experimentation (institutional and national) and with the Helsinki Declaration of 1975, as revised in 2000. Informed consent was obtained from all patients for being included in the study.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (DOCX 34 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Fujimoto, K., Kim, J.Y., Ross, M.W. et al. Multiplex crack smoking and sexual networks: associations between network members’ incarceration and HIV risks among high-risk MSM. J Behav Med 39, 845–854 (2016). https://doi.org/10.1007/s10865-016-9754-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10865-016-9754-6

Keywords

Navigation