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Impact of Behavioral Drug Abuse Treatment on Sexual Risk Behaviors: An Integrative Data Analysis of Eight Trials Conducted Within the National Drug Abuse Treatment Clinical Trials Network

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Abstract

The extent to which behavioral drug abuse treatments affect sexual risk behaviors is largely unknown. This study examined the impact of behavioral drug abuse treatments on sexual risk behaviors using an integrative data analysis approach across eight trials conducted within the National Drug Abuse Treatment Clinical Trials Network (CTN). Participants (N = 1305) from eight randomized controlled trials who were sexually active at baseline were included in the pooled dataset; 48.7% were female, 64.1% self-identified as a racial/ethnic minority, with M (SD) age of 34.9 (9.6). Longitudinal logistic regression estimated the probability of risky sexual behavior (i.e., inconsistent condom use and/or > 1 sexual partner in past 30 days) post-intervention with an indicator variable (1 for post-intervention), study condition (control, intervention), and their interaction as predictors; the analysis employed random effects for each trial and included relevant control variables. Time-varying differences in effects based on weeks post-intervention were incorporated using interacted linear and quadratic terms with condition status. Approximately 84.2% reported risky sexual behaviors at baseline. The control and intervention conditions were 18.5 and 17.3 percentage points less likely to report risky sexual behavior post-intervention, respectively. Results suggest decreasing rates of risky sex engagement until 8 weeks (control) or 9 weeks (intervention) post-intervention; risky sexual behavior subsequently increased. Behavioral CTN trial participation was associated with decreased sexual risk behaviors in both the intervention and control trial conditions. Participation in behavioral substance use treatment may result in secondary benefits of sexual risk behavior reductions.

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Notes

  1. This analytic approach is equivalent to estimating a two-way generalized linear mixed model with a constant and independent random effect. Possible serial correlation within participants was accounted for by estimating clustered Huber-White sandwich estimators for each participant independently as suggested by Stock and Watson (2008).

  2. Female and older participants were only slightly less likely to engage in a risky sexual behavior, although neither difference were statistically relevant.

  3. Akaike Information Criterion (1977) indicated a superior fit of the above effects interacted with both a linear and quadratic term of weeks since intervention as compared to a strictly linear effect.

References

  • Ball, S. A., Martino, S., Nich, C., Frankforter, T. L., Van Horn, D., Crits-Christoph, P., . . . Carroll, K. M. (2007). Site matters: Multisite randomized trial of motivational enhancement therapy in community drug abuse clinics. Journal of Consulting and Clinical Psychology, 75, 556–567.

    Article  PubMed  PubMed Central  Google Scholar 

  • Brown, C., Sloboda, Z., Faggiano, F., Teasdale, B., Keller, F., Burkhart, G., . . . Perrino, T. (2013). Methods for synthesizing findings on moderation effects across multiple randomized trials. Prevention Science, 14, 144–156. https://doi.org/10.1007/s11121-011-0207-8.

    Article  PubMed  PubMed Central  Google Scholar 

  • Bryan, A. D., Schmiege, S. J., & Broaddus, M. R. (2009). HIV risk reduction among detained adolescents: A randomized, controlled trial. Pediatrics, 124, e1180–e1188.

    Article  PubMed  Google Scholar 

  • Carroll, K. M., Ball, S. A., Nich, C., Martino, S., Frankforter, T. L., Farentinos, C., . . . Woody, G. E. (2006). Motivational interviewing to improve treatment engagement and outcome in individuals seeking treatment for substance abuse: A multisite effectiveness study. Drug and Alcohol Dependence, 81, 301–312. https://doi.org/10.1016/j.drugalcdep.2005.08.002.

    Article  PubMed  Google Scholar 

  • Carroll, K. M., Martino, S., Ball, S. A., Nich, C., Frankforter, T., Anez, L. M., . . . Farentinos, C. (2009). A multisite randomized effectiveness trial of motivational enhancement therapy for Spanish-speaking substance users. Journal of Consulting and Clinical Psychology, 77, 993–999. https://doi.org/10.1037/a0016489.

    Article  PubMed  PubMed Central  Google Scholar 

  • Centers for Disease Control and Prevention (2014). HIV surveillance report: Diagnoses of HIV infection in the United States and Dependent Areas, 2013. Atlanta: U.S. Department of Health and Human Services.

  • Centers for Disease Control and Prevention (2015). HIV surveillance report, 2014. 26.

  • Charnigo, R., Noar, S. M., Garnett, C., Crosby, R., Palmgreen, P., & Zimmerman, R. S. (2013). Sensation seeking and impulsivity: Combined associations with risky sexual behavior in a large sample of young adults. Journal of Sex Research, 50, 480–488.

    Article  PubMed  Google Scholar 

  • Cooper, M. L., Agocha, V. B., & Sheldon, M. S. (2000). A motivational perspective on risky behaviors: The role of personality and affect regulatory processes. Journal of Personality, 68, 1059–1088. https://doi.org/10.1111/1467-6494.00126.

    Article  PubMed  CAS  Google Scholar 

  • Curran, P. J., & Hussong, A. M. (2009). Integrative data analysis: The simultaneous analysis of multiple data sets. Psychological Methods, 14, 81–100. https://doi.org/10.1037/a0015914.

    Article  PubMed  PubMed Central  Google Scholar 

  • DiClemente, R. J., Brown, J. L., Sales, J. M., & Rose, E. S. (2013). Rate of decay in proportion of condom-protected sex acts among adolescents after participation in an HIV risk-reduction intervention. Journal Of Acquired Immune Deficiency Syndromes, 63 Suppl 1, S85-S89. https://doi.org/10.1097/QAI.0b013e3182920173.

  • Donovan, J. E., & Jessor, R. (1985). Structure of problem behavior in adolescence and young adulthood. Journal of Consulting and Clinical Psychology, 53, 890–904. https://doi.org/10.1037/0022-006X.53.6.890.

    Article  PubMed  CAS  Google Scholar 

  • Greenfield, S. F., Rosa, C., Putnins, S. I., Green, C. A., Brooks, A. J., Calsyn, D. A., . . . Winhusen, T. (2011). Gender research in the National Institute on Drug Abuse National Treatment Clinical Trials Network: A summary of findings. The American Journal of Drug and Alcohol Abuse, 37, 301–312. https://doi.org/10.3109/00952990.2011.596875.

    Article  PubMed  PubMed Central  Google Scholar 

  • Hayaki, J., Anderson, B., & Stein, M. (2006). Sexual risk behaviors among substance users: Relationship to impulsivity. Psychology of Addictive Behaviors, 20, 328–332. https://doi.org/10.1037/0893-164X.20.3.328.

    Article  PubMed  Google Scholar 

  • Hien, D. A., Campbell, A. N. C., Killeen, T., Hu, M.-C., Hansen, C., Jiang, H., . . . Nunes, E. V. (2010). The impact of trauma-focused group therapy upon HIV sexual risk behaviors in the NIDA clinical trials network “women and trauma” multi-site study. AIDS and Behavior, 14, 421–430. https://doi.org/10.1007/s10461-009-9573-7.

    Article  PubMed  Google Scholar 

  • Hofer, S. M., & Piccinin, A. M. (2009). Integrative data analysis through coordination of measurement and analysis protocol across independent longitudinal studies. Psychological Methods, 14, 150–164. https://doi.org/10.1037/a0015566.

    Article  PubMed  PubMed Central  Google Scholar 

  • Hussong, A. M., Curran, P. J., & Bauer, D. J. (2013). Integrative data analysis in clinical psychology research. Annual Review of Clinical Psychology, 9, 61–89. https://doi.org/10.1146/annurev-clinpsy-050212-185522.

    Article  PubMed  PubMed Central  Google Scholar 

  • Khan, M., Berger, A., Hemberg, J., O'Neill, A., Dyer, T., & Smyrk, K. (2013). Non-injection and injection drug use and STI/HIV risk in the United States: The degree to which sexual risk behaviors versus sex with an STI-infected partner account for infection transmission among drug users. AIDS and Behavior, 17, 1185–1194. https://doi.org/10.1007/s10461-012-0276-0.

    Article  PubMed  PubMed Central  Google Scholar 

  • King, K. M., Nguyen, H. V., Kosterman, R., Bailey, J. A., & Hawkins, J. D. (2012). Co-occurrence of sexual risk behaviors and substance use across emerging adulthood: Evidence for state- and trait-level associations. Addiction, 107, 1288–1296. https://doi.org/10.1111/j.1360-0443.2012.03792.x.

    Article  PubMed  PubMed Central  Google Scholar 

  • Leigh, B. C., Ames, S. L., & Stacy, A. W. (2008). Alcohol, drugs, and condom use among drug offenders: An event-based analysis. Drug and Alcohol Dependence, 93, 38–42.

    Article  PubMed  Google Scholar 

  • Marshall, B. D. L., Wood, E., Shoveller, J. A., Patterson, T. L., Montaner, J. S. G., & Kerr, T. (2011). Pathways to HIV risk and vulnerability among lesbian, gay, bisexual, and transgendered methamphetamine users: A multi-cohort gender-based analysis. BMC Public Health, 11, 20–20. https://doi.org/10.1186/1471-2458-11-20.

    Article  PubMed  PubMed Central  Google Scholar 

  • Mathers, B. M., Degenhardt, L., Phillips, B., Wiessing, L., Hickman, M., Strathdee, S. A., . . . Mattick, R. P. (2008). Global epidemiology of injecting drug use and HIV among people who inject drugs: A systematic review. Lancet, 372, 1733–1745.

    Article  PubMed  Google Scholar 

  • Mazzaferro, K. E., Murray, P. J., Ness, R. B., Bass, D. C., Tyus, N., & Cook, R. L. (2006). Depression, stress, and social support as predictors of high-risk sexual behaviors and STIs in young women. Journal of Adolescent Health, 39, 601–603. https://doi.org/10.1016/j.jadohealth.2006.02.004.

    Article  PubMed  Google Scholar 

  • Metsch, L. R., Feaster, D. J., Gooden, L., Matheson, T., Mandler, R. N., Haynes, L., . . . Colfax, G. N. (2012). Implementing rapid HIV testing with or without risk-reduction counseling in drug treatment centers: Results of a randomized trial. American Journal of Public Health, 102, 1160–1167. https://doi.org/10.2105/AJPH.2011.300460.

    Article  PubMed  PubMed Central  Google Scholar 

  • National Institute on Drug Abuse (2012a). Clinical Trials Network (CTN). Retrieved from http://www.drugabuse.gov/about-nida/organization/cctn/ctn

  • National Institute on Drug Abuse (2012b). HIV/AIDS and drug abuse: Intertwined epidemics. Retrieved from http://www.drugabuse.gov/sites/default/files/drugfacts_hiv_aids_0.pdf

  • Peirce, J. M., Petry, N. M., Stitzer, M. L., Blaine, J., Kellogg, S., Satterfield, F., . . . Li, R. (2006). Effects of lower-cost incentives on stimulant abstinence in methadone maintenance treatment: A National Drug Abuse Treatment Clinical Trials Network study. Archives of General Psychiatry, 63, 201–208. https://doi.org/10.1001/archpsyc.63.2.201.

    Article  PubMed  Google Scholar 

  • Perrino, T., Howe, G., Sperling, A., Beardslee, W., Sandler, I., Shern, D., . . . Brown, C. H. (2013). Advancing science through collaborative data sharing and synthesis. Perspectives on Psychological Science, 8, 433–444. https://doi.org/10.1177/1745691613491579.

    Article  PubMed  Google Scholar 

  • Petry, N. M., Peirce, J. M., Stitzer, M. L., Blaine, J., Roll, J. M., Cohen, A., . . . Li, R. (2005). Effect of prize-based incentives on outcomes in stimulant abusers in outpatient psychosocial treatment programs: A national drug abuse treatment clinical trials network study. Archives of General Psychiatry, 62, 1148–1156.

    Article  PubMed  Google Scholar 

  • Prendergast, M. L., Urada, D., & Podus, D. (2001). Meta-analysis of HIV risk-reduction interventions within drug abuse treatment programs. Journal of Consulting and Clinical Psychology, 69, 389–405. https://doi.org/10.1037/0022-006X.69.3.389.

    Article  PubMed  CAS  Google Scholar 

  • Reid, M. S., Jiang, H., Fallon, B., Sonne, S., Rinaldi, P., Turrigiano, E., . . . Nunes, E. V. (2011). Smoking cessation treatment among patients in community-based substance abuse rehabilitation programs: Exploring predictors of outcome as clues toward treatment improvement. The American Journal of Drug and Alcohol Abuse, 37, 472–478. https://doi.org/10.3109/00952990.2011.596981.

    Article  PubMed  PubMed Central  Google Scholar 

  • Shoptaw, S., & Frosch, D. (2000). Substance abuse treatment as HIV prevention for men who have sex with men. AIDS and Behavior, 4, 193–203. https://doi.org/10.1023/A:1009568725510.

    Article  Google Scholar 

  • Shoptaw, S., Reback, C. J., Peck, J. A., Yang, X., Rotheram-Fuller, E., Larkins, S., . . . Hucks-Ortiz, C. (2005). Behavioral treatment approaches for methamphetamine dependence and HIV-related sexual risk behaviors among urban gay and bisexual men. Drug and Alcohol Dependence, 78, 125–134.

    Article  PubMed  Google Scholar 

  • Shrout, P. E. (2009). Short and long views of integrative data analysis: Comments on contributions to the special issue. Psychological Methods, 14, 177–181. https://doi.org/10.1037/a0015953.

    Article  PubMed  Google Scholar 

  • Silverman, J. G., Raj, A., Mucci, L. A., & Hathaway, J. E. (2001). Dating violence against adolescent girls and associated substance use, unhealthy weight control, sexual risk behavior, pregnancy, and suicidality. JAMA, 286, 572–579.

    Article  PubMed  CAS  Google Scholar 

  • Sorensen, J. L., & Copeland, A. L. (2000). Drug abuse treatment as an HIV prevention strategy: A review. Drug and Alcohol Dependence, 59, 17–31.

    Article  PubMed  CAS  Google Scholar 

  • StataCorp. (2015). Stata statistical software: Release 14. College Station: StataCorp LP.

    Google Scholar 

  • Stock, J. H., & Watson, M. W. (2008). Heteroskedasticity-robust standard errors for fixed effects panel data regression. Econometrica, 76, 155–174.

    Article  Google Scholar 

  • Tross, S., Campbell, A. N. C., Calsyn, D. A., Metsch, L. R., Sorensen, J. L., Shoptaw, S., . . . Korthuis, P. T. (2011). NIDA’s clinical trials network: An opportunity for HIV research in community substance abuse treatment programs. American Journal of Drug and Alcohol Abuse, 37, 283–293. https://doi.org/10.3109/00952990.2011.596977.

    Article  PubMed  Google Scholar 

  • Walsh, J. L., Weinhardt, L. S., Kalichman, S. C., & Carey, M. P. (2016). Using integrative data analysis to examine changes in alcohol use and changes in sexual risk behavior across four samples of STI clinic patients. Annals of Behavioral Medicine, 51, 39–56.

    Article  Google Scholar 

  • Winhusen, T., Kropp, F., Babcock, D., Hague, D., Erickson, S. J., Renz, C., . . . Somoza, E. (2008). Motivational enhancement therapy to improve treatment utilization and outcome in pregnant substance users. Journal of Substance Abuse Treatment, 35, 161–173.

    Article  PubMed  PubMed Central  Google Scholar 

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Funding

This research was supported by R03DA037786 from the National Institute on Drug Abuse to Jennifer L. Brown.

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Correspondence to Jennifer L. Brown.

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Research Involving Human Participants and/or Animals

All procedures performed in studies involving human subjects were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. This article does not contain any studies with animals performed by any of the authors.

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Informed consent was obtained in all of the original clinical trials included in this secondary data analysis.

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Brown, J.L., Eriksen, M.D., Gause, N.K. et al. Impact of Behavioral Drug Abuse Treatment on Sexual Risk Behaviors: An Integrative Data Analysis of Eight Trials Conducted Within the National Drug Abuse Treatment Clinical Trials Network. Prev Sci 19, 761–771 (2018). https://doi.org/10.1007/s11121-018-0913-6

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