Skip to main content

Advertisement

Log in

Drug Use Mediates the Relationship Between Depressive Symptoms and Adherence to ART Among Recently Incarcerated People Living with HIV

  • Original Paper
  • Published:
AIDS and Behavior Aims and scope Submit manuscript

Abstract

Depression is a known risk factor for antiretroviral therapy (ART) non-adherence, but little is known about the mechanisms explaining this relationship. Identifying these mechanisms among people living with HIV (PLHIV) after release from prison is particularly important, as individuals during this critical period are at high risk for both depression and poor ART adherence. 347 PLHIV recently released from prison in North Carolina and Texas were included in analyses to assess mediation of the relationship between depressive symptoms at 2 weeks post-release and ART adherence (assessed by unannounced telephone pill counts) at weeks 9–21 post-release by the hypothesized explanatory mechanisms of alcohol use, drug use, adherence self-efficacy, and adherence motivation (measured at weeks 6 and 14 post-release). Indirect effects were estimated using structural equation models with maximum likelihood estimation and bootstrapped confidence intervals. On average, participants achieved 79% ART adherence. The indirect effect of depression on adherence through drug use was statistically significant; greater symptoms of depression were associated with greater drug use, which was in turn associated with lower adherence. Lower adherence self-efficacy was associated with depressive symptoms, but not with adherence. Depression screening and targeted mental health and substance use services for depressed individuals at risk of substance use constitute important steps to promote adherence to ART after prison release.

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
Fig. 2
Fig. 3

Similar content being viewed by others

References

  1. Wohl DA, Golin C, Rosen DL, May JM, White BL. Detection of undiagnosed HIV among state prison entrants. JAMA. 2013;310:2198–9.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  2. Centers for Disease Control and Prevention. HIV screening of male inmates during prison intake medical evaluation—Washington, 2006–2010. MMWR Morb Mortal Wkly Rep. 2011;60(24):811.

    Google Scholar 

  3. Baillargeon J, Giordano TP, Rich JD, Wu ZH, Wells K, Pollock BH, et al. Accessing antiretroviral therapy following release from prison. JAMA. 2009;301:848–57.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Springer SA, Qiu J, Saber-Tehrani AS, Altice FL. Retention on buprenorphine is associated with high levels of maximal viral suppression among HIV-infected opioid dependent released prisoners. PLoS ONE. 2012;7:e38335.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Stephenson BL, Wohl DA, Golin CE, Tien H-C, Stewart P, Kaplan AH. Effect of release from prison and re-incarceration on the viral loads of HIV-infected individuals. Public Health Rep. 2005;120:84–8.

    Article  PubMed  PubMed Central  Google Scholar 

  6. Binswanger IA, Redmond N, Steiner JF, Hicks LS. Health disparities and the criminal justice system: an agenda for further research and action. J Urban Health. 2012;89:98–107.

    Article  PubMed  Google Scholar 

  7. Gonzalez JS, Batchelder AW, Psaros C, Safren SA. Depression and HIV/AIDS treatment nonadherence: a review and meta-analysis. J Acquir Immune Defic Syndr. 2011;58:181–7.

    Article  PubMed  Google Scholar 

  8. Sin NL, DiMatteo MR. Depression treatment enhances adherence to antiretroviral therapy: a meta-analysis. Ann Behav Med. 2014;47:259–69.

    Article  PubMed  Google Scholar 

  9. Burack JH, Barrett DC, Stall RD, Chesney MA, Ekstrand ML, Coates TJ. Depressive symptoms and CD4 lymphocyte decline among HIV-infected men. JAMA. 1993;270(21):2568–73.

    Article  CAS  PubMed  Google Scholar 

  10. Leserman J, Petitto JM, Perkins DO, Folds JD, Golden RN, Evans DL. Severe stress, depressive symptoms, and changes in lymphocyte subsets in human immunodeficiency virus-infected men. A 2-year follow-up study. Arch Gen Psychiatry. 1997;54:279–85.

    Article  CAS  PubMed  Google Scholar 

  11. Vedhara K, Nott KH, Bradbeer CS, Davidson EA, Ong EL, Snow MH, et al. Greater emotional distress is associated with accelerated CD4+ cell decline in HIV infection. J Psychosom Res. 1997;42:379–90.

    Article  CAS  PubMed  Google Scholar 

  12. Ironson G, O’Cleirigh C, Fletcher MA, Laurenceau JP, Balbin E, Klimas N, et al. Psychosocial factors predict CD4 and viral load change in men and women with human immunodeficiency virus in the era of highly active antiretroviral treatment. Psychosom Med. 2005;67:1013–21.

    Article  PubMed  PubMed Central  Google Scholar 

  13. Patterson TL, Shaw WS, Semple SJ. Relationship of psychosocial factors to HIV disease progression. Ann Behav Med. 1996;18:30–9.

    Article  CAS  PubMed  Google Scholar 

  14. PageShafer K, Delorenze GN, Satariano WA. Comorbidity and survival in HIV infected men in the San Francisco Men’s Health Survey. Ann Epidemiol. 1996;6:420–30.

    Article  CAS  Google Scholar 

  15. Ickovics JR, Hamburger ME, Vlahov D, Schoenbaum EE, Schuman P, Boland RJ, et al. Mortality, CD4 cell count decline, and depressive symptoms among HIV-seropositive women: longitudinal analysis from the HIV Epidemiology Research Study. JAMA. 2001;285:1466–74.

    Article  CAS  PubMed  Google Scholar 

  16. Prins SJ. Prevalence of mental illnesses in US State prisons: a systematic review. Psychiatr Serv. 2014;65:862–72.

    Article  PubMed  PubMed Central  Google Scholar 

  17. Scheyett A, Parker S, Golin C, White B, Davis CP, Wohl D. HIV-infected prison inmates: depression and implications for release back to communities. AIDS Behav. 2010;14:300–7.

    Article  PubMed  Google Scholar 

  18. Wagner GJ, Ghosh-Dastidar B, Robinson E, Ngo VK, Glick P, Mukasa B, et al. Effects of depression alleviation on ART adherence and HIV clinic attendance in Uganda, and the mediating roles of self-efficacy and motivation. AIDS Behav. 2017;21:1655–64.

    Article  PubMed  PubMed Central  Google Scholar 

  19. Tatum AK, Houston E. Examining the interplay between depression, motivation, and antiretroviral therapy adherence: a social cognitive approach. AIDS Care. 2017;29:306–10.

    Article  CAS  PubMed  Google Scholar 

  20. Babowitch J, Vanable PA, Sweeney SM. Self-efficacy mediates the association of depression to antiretroviral medication adherence among HIV-positive outpatients. Ann Behav Med. 2017;51:S2057.

    Google Scholar 

  21. Magidson JF, Blashill AJ, Safren SA, Wagner GJ. Depressive symptoms, lifestyle structure, and ART adherence among HIV-infected individuals: a longitudinal mediation analysis. AIDS Behav. 2015;19:34–40.

    Article  PubMed  PubMed Central  Google Scholar 

  22. Tucker JS, Orlando M, Burnam MA, Sherbourne CD, Kung F-Y, Gifford AL. Psychosocial mediators of antiretroviral nonadherence in HIV-positive adults with substance use and mental health problems. Health Psychol. 2004;23:363–70.

    Article  PubMed  Google Scholar 

  23. Du Bois SN, McKirnan DJ. A longitudinal analysis of HIV treatment adherence among men who have sex with men: a cognitive escape perspective. AIDS Care. 2012;24:1425–31.

    Article  PubMed  Google Scholar 

  24. Gonzalez JS, Penedo FJ, Llabre MM, Durán RE, Antoni MH, Schneiderman N, et al. Physical symptoms, beliefs about medications, negative mood, and long-term HIV medication adherence. Ann Behav Med. 2007;34:46.

    Article  PubMed  Google Scholar 

  25. Weaver KE, Llabre MM, Durán RE, Antoni MH, Ironson G, Penedo FJ, et al. A stress and coping model of medication adherence and viral load in HIV-positive men and women on highly active antiretroviral therapy (HAART). Health Psychol. 2005;24:385.

    Article  PubMed  Google Scholar 

  26. Gonzalez JS, Psaros C, Batchelder A, Applebaum A, Newville H, Safren SA. Clinician-assessed depression and HAART adherence in HIV-infected individuals in methadone maintenance treatment. Ann Behav Med. 2011;42:120–6.

    Article  PubMed  Google Scholar 

  27. Kidia K, Machando D, Bere T, Macpherson K, Nyamayaro P, Potter L, et al. I was thinking too much’: experiences of HIV-positive adults with common mental disorders and poor adherence to antiretroviral therapy in Zimbabwe. Trop Med Int Health. 2015;20:903–13.

    Article  PubMed  PubMed Central  Google Scholar 

  28. Golin CE, Knight K, Carda-Auten J, Gould M, Groves J, White BL, et al. Individuals motivated to participate in adherence, care and treatment (imPACT): development of a multi-component intervention to help HIV-infected recently incarcerated individuals link and adhere to HIV care. BMC Public Health. 2016;16:935.

    Article  PubMed  PubMed Central  Google Scholar 

  29. Wohl DA, Golin CE, Knight K, Gould M, Carda-Auten J, Groves JS, et al. Randomized controlled trial of an intervention to maintain suppression of HIV viremia after prison release: the imPACT trial. J Acquir Immune Defic Syndr. 2017;75:81–90.

    Article  PubMed  PubMed Central  Google Scholar 

  30. Haley DF, Golin CE, Farel CE, Wohl DA, Scheyett AM, Garrett JJ, et al. Multilevel challenges to engagement in HIV care after prison release: a theory-informed qualitative study comparing prisoners’ perspectives before and after community reentry. BMC Public Health. 2014;14:1253.

    Article  PubMed  PubMed Central  Google Scholar 

  31. Kalichman SC, Amaral CM, Cherry C, Flanagan J, Pope H, Eaton L, Kalichman MO, Cain D, Detorio M, Caliendo A, Schinazi RF. Monitoring medication adherence by unannounced pill counts conducted by telephone: reliability and criterion-related validity. HIV Clin Trials. 2008;9(5):298–308.

    Article  PubMed  PubMed Central  Google Scholar 

  32. Fredericksen R, Feldman BJ, Brown T, Schmidt S, Crane PK, Harrington RD, et al. Unannounced telephone-based pill counts: a valid and feasible method for monitoring adherence. AIDS Behav. 2014;18:2265–73.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  33. Kalichman SC, Amaral C, Swetsze C, Eaton L, Kalichman MO, Cherry C, Detorio M, Caliendo AM, Schinazi RF. Monthly unannounced pill counts for monitoring HIV treatment adherence: tests for self-monitoring and reactivity effects. HIV Clin Trials. 2010;11(6):325–31.

    Article  PubMed  PubMed Central  Google Scholar 

  34. Simpson DD, Joe GW, Knight K, Rowan-Szal GA, Gray JS. Texas christian university (TCU) short forms for assessing client needs and functioning in addiction treatment. J Offender Rehabil. 2012;51:34–56.

    Article  PubMed  PubMed Central  Google Scholar 

  35. Rowan-Szal GA, Joe GW, Bartholomew NG, Pankow J, Simpson DD. Brief trauma and mental health assessments for female offenders in addiction treatment. J Offender Rehabil. 2012;51(1–2):57–77.

    Article  PubMed  PubMed Central  Google Scholar 

  36. Saunders JB, Aasland OG, Babor TF, de la Fuente JR, Grant M. Development of the Alcohol Use Disorders Identification Test (AUDIT): WHO collaborative project on early detection of persons with harmful alcohol consumption-II. Addiction. 1993;88:791–804.

    Article  CAS  PubMed  Google Scholar 

  37. Peters RH, Greenbaum PE, Steinberg ML, Carter CR, Ortiz MM, Fry BC, Valle SK. Effectiveness of screening instruments in detecting substance use disorders among prisoners. J Subst Abuse Treat. 2000;18(4):349–58.

    Article  CAS  PubMed  Google Scholar 

  38. Simpson DD, Knight K, Broome KM. TCU/CJ forms manual: drug dependence screen and initial assessment. Fort Worth: Texas Christian University; 1997.

    Google Scholar 

  39. Johnson MO, Neilands TB, Dilworth SE, Morin SF, Remien RH, Chesney MA. The role of self-efficacy in HIV treatment adherence: validation of the HIV Treatment Adherence Self-Efficacy Scale (HIV-ASES). J Behav Med. 2007;30:359–70.

    Article  PubMed  PubMed Central  Google Scholar 

  40. Chariyeva Z, Golin CE, Earp JA, Maman S, Suchindran C, Zimmer C. The role of self-efficacy and motivation to explain the effect of motivational interviewing time on changes in risky sexual behavior among people living with HIV: a mediation analysis. AIDS Behav. 2013;17:813–23.

    Article  PubMed  PubMed Central  Google Scholar 

  41. Preacher KJ. Advances in mediation analysis: a survey and synthesis of new developments. Annu Rev Psychol. 2015;66:825–52.

    Article  PubMed  Google Scholar 

  42. VanderWeele TJ, Vansteelandt S. Mediation analysis with multiple mediators. Epidemiol Method. 2014;2:95–115.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  43. Imai K, Keele L, Yamamoto T. Identification, inference and sensitivity analysis for causal mediation effects. Stat Sci. 2010;25:51–71.

    Article  Google Scholar 

  44. Muthén B. Applications of causally defined direct and indirect effects in mediation analysis using SEM in Mplus. 2011.

  45. MacKinnon DP, Krull JL, Lockwood CM. Equivalence of the mediation, confounding and suppression effect. Prev Sci. 2000;1:173–81.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  46. Tolliver BK, Anton RF. Assessment and treatment of mood disorders in the context of substance abuse. Dialog Clin Neurosci. 2015;17(2):181.

    Google Scholar 

  47. Chitsaz E, Meyer JP, Krishnan A, Springer SA, Marcus R, Zaller N, et al. Contribution of substance use disorders on HIV treatment outcomes and antiretroviral medication adherence among HIV-infected persons entering jail. AIDS Behav. 2013;17(Suppl 2):S118–27.

    Article  PubMed  Google Scholar 

  48. Friedman MS, Marshal MP, Stall R, Kidder DP. Associations between substance use, sexual risk taking and HIV treatment adherence among homeless people living with HIV. AIDS Care. 2009;21(6):692–700.

    Article  PubMed  Google Scholar 

  49. Heatherton TF, Baumeister RF. Binge eating as escape from self-awareness. Psychol Bull. 1991;110:86–108.

    Article  CAS  PubMed  Google Scholar 

  50. McKirnan DJ, Ostrow DG, Hope B. Sex, drugs and escape: a psychological model of HIV-risk sexual behaviours. AIDS Care. 1996;8:655–70.

    Article  CAS  PubMed  Google Scholar 

  51. Palmer NB, Salcedo J, Miller AL, Winiarski M, Arno P. Psychiatric and social barriers to HIV medication adherence in a triply diagnosed methadone population. AIDS Patient Care STDs. 2003;17(12):635–44.

    Article  PubMed  Google Scholar 

  52. Durvasula R, Miller TR. Substance abuse treatment in persons with HIV/AIDS: challenges in managing triple diagnosis. Behav Med. 2014;40:43–52.

    Article  PubMed  Google Scholar 

  53. Bing EG, Burnam MA, Longshore D, Fleishman JA, Sherbourne CD, London AS, et al. Psychiatric disorders and drug use among human immunodeficiency virus-infected adults in the United States. Arch Gen Psychiatry. 2001;58:721–8.

    Article  CAS  PubMed  Google Scholar 

  54. Galvan FH, Bing EG, Fleishman JA, London AS, Caetano R, Burnam MA, et al. The prevalence of alcohol consumption and heavy drinking among people with HIV in the United States: results from the HIV Cost and Services Utilization Study. J Stud Alcohol. 2002;63:179–86.

    Article  PubMed  Google Scholar 

  55. Braithwaite RS, McGinnis KA, Conigliaro J, Maisto SA, Crystal S, Day N, et al. A temporal and dose-response association between alcohol consumption and medication adherence among veterans in care. Alcohol Clin Exp Res. 2005;29:1190–7.

    Article  PubMed  Google Scholar 

  56. Pence BW, Miller WC, Gaynes BN, Eron JJ. Psychiatric illness and virologic response in patients initiating highly active antiretroviral therapy. J Acquir Immune Defic Syndr. 2007;44:159–66.

    Article  PubMed  Google Scholar 

  57. Weiss RD, Griffin ML, Kolodziej ME, Greenfield SF, Najavits LM, Daley DC, et al. A randomized trial of integrated group therapy versus group drug counseling for patients with bipolar disorder and substance dependence. Am J Psychiatry. 2007;164:100–7.

    Article  PubMed  Google Scholar 

  58. McDonell MG, Srebnik D, Angelo F, McPherson S, Lowe JM, Sugar A, et al. Randomized controlled trial of contingency management for stimulant use in community mental health patients with serious mental illness. Am J Psychiatry. 2013;170:94–101.

    Article  PubMed  PubMed Central  Google Scholar 

  59. Malta M, Strathdee SA, Magnanini MMF, Bastos FI. Adherence to antiretroviral therapy for human immunodeficiency virus/acquired immune deficiency syndrome among drug users: a systematic review. Addiction. 2008;103:1242–57.

    Article  PubMed  Google Scholar 

  60. Osher F, Steadman HJ, Barr H. A best practice approach to community reentry from jails for inmates with co-occurring disorders: the APIC model. Crime Delinq. 2003;49:79–96.

    Article  Google Scholar 

  61. Babowitch JD, Sheinfil AZ, Woolf-King SE, Vanable PA, Sweeney SM. Association of depressive symptoms with lapses in antiretroviral medication adherence among people living with HIV: a test of an indirect pathway. AIDS Behav. 2018;22:3166–74.

    Article  PubMed  Google Scholar 

  62. Fisher JD, Fisher WA, Amico KR, Harman JJ. An information–motivation–behavioral skills model of adherence to antiretroviral therapy. Health Psychol. 2006;25:462–73.

    Article  PubMed  Google Scholar 

  63. Algur Y, Elliott JC, Aharonovich E. A cross-sectional study of depressive symptoms and risky alcohol use behaviors among HIV primary care patients in New York City. AIDS Behav. 2018;22:1423–9.

    Article  PubMed  PubMed Central  Google Scholar 

  64. Sullivan LE, Saitz R, Cheng DM, Libman H, Nunes D, Samet JH. The impact of alcohol use on depressive symptoms in human immunodeficiency virus-infected patients. Addiction. 2008;103:1461–7.

    Article  PubMed  PubMed Central  Google Scholar 

  65. Bryant VE, Whitehead NE, Burrell LE, Dotson VM, Cook RL, Malloy P, et al. Depression and apathy among people living with HIV: implications for treatment of HIV associated neurocognitive disorders. AIDS Behav. 2015;19:1430–7.

    Article  PubMed  PubMed Central  Google Scholar 

  66. Hendershot CS, Stoner SA, Pantalone DW, Simoni JM. Alcohol use and antiretroviral adherence: review and meta-analysis. J Acquir Immune Defic Syndr. 2009;52:180–202.

    Article  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

This research was supported by the National Institute on Drug Abuse (R01 DA030793) and the UNC Center for AIDS Research (P30 AI50410). This research was partially supported by a National Research Service Award Post-Doctoral Traineeship from the Agency for Healthcare Research and Quality sponsored by The Cecil G. Sheps Center for Health Services Research, The University of North Carolina at Chapel Hill (T32 HS000032). Dr. Golin’s salary was partially supported by the Eunice Kennedy Shriver National Institute of Child Health and Human Development (K24 HD069204). Dr. Wohl’s salary (K24 DA037101) and Dr. Gottfredson’s salary (K01 DA035153) were partially supported by the National Institute on Drug Abuse. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Lauren M. Hill.

Ethics declarations

Conflict of interest

The authors declare that they have no conflicts of interest.

Ethical Approval

All procedures performed in studies involving human participants 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.

Informed Consent

Informed consent was obtained from all individual participants included in the study.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hill, L.M., Golin, C.E., Gottfredson, N.C. et al. Drug Use Mediates the Relationship Between Depressive Symptoms and Adherence to ART Among Recently Incarcerated People Living with HIV. AIDS Behav 23, 2037–2047 (2019). https://doi.org/10.1007/s10461-018-2355-3

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10461-018-2355-3

Keywords

Navigation