Abstract
People living with HIV (PLHIV) on anti-retroviral treatment (ART) who drink are less adherent and more likely to engage in unprotected sex but the connections among these events are correlational. Using an adapted Timeline Follow-Back (A-TLFB) procedure, this paper examines the day by day interface of alcohol, medication adherence and sex to provide a fine grained understanding of how multiple behavioral risks coincide in time and space, explores concordance/discordance of measures with survey data and identifies potential recall bias. Data are drawn from a survey of behavior, knowledge and attitudes, and a 30 day TLFB assessment of multiple risk behaviors adapted for the Indian PLHIV context, administered to 940 alcohol-consuming, HIV positive men on ART at the baseline evaluation stage of a multilevel, multi-centric intervention study. On days participants drank they were significantly more likely to be medication non-adherent and to have unprotected sex. In the first day after their alcohol consuming day, the pattern of nonadherence persisted. Binge and regular drinking days were associated with nonadherence but only binge drinking co-occurred with unprotected sex. Asking about specific “drinking days” improved recall for drinking days and number of drinks consumed. Recall declined for both drinking days and nonadherence from the first week to subsequent weeks but varied randomly for sex risk. There was high concordance and low discordance between A-TLFB drinking and nonadherence but these results were reversed for unprotected sex. Moving beyond simple drinking-adherence correlational analysis, the A-TLFB offers improved recall probes and provides researchers and interventionists with the opportunity to identify types of risky days and tailor behavioral modification to reduce alcohol consumption, nonadherence and risky sex on those days.
Similar content being viewed by others
References
Azar MM, Springer SA, Meyer JP, Altice FL. A systematic review of the impact of alcohol use disorders on HIV treatment outcomes, adherence to antiretroviral therapy and health care utilization. Drug Alcohol Depend. 2010;112(3):178–93.
Braithwaite RS, Bryant KJ. Influence of alcohol consumption on adherence to and toxicity of antiretroviral therapy and survival. Alcohol Res Health. 2010;33(3):280.
Goforth HW, Lupash DP, Brown ME, Tan J, Fernandez F. Role of alcohol and substances of abuse in the immunomodulation of human immunodeficiency virus disease: a review. Addict Disord Treat. 2004;3(4):174–82.
Sobell L, Sobell M. Timeline follow-back: a technique for assessing self-reported alcohol consumption. Psychosocial and Biochemical Methods: Measuring Alcohol Consumption. Totowa NJ: Humana Press; 1992.
Sobell LC, Sobell MB. Timeline follow-back. Measuring alcohol consumption. Berlin: Springer; 1992. p. 41–72.
Sobell LC, Sobell MB. Timeline Followback user’s guide: a calendar method for assessing alcohol and drug use. Toronto: Addict Res Found; 1996.
Diaz L, Montero A, Gonzalez-Gross M, Vallejo A. Influence of alcohol consumption on immunological status: a review. Eur J Clin Nutr. 2002;56(S3):S50–3.
Cook RT, Stapleton JT, Ballas ZK, Klinzman D. Effect of a single ethanol exposure on HIV replication in human lymphocytes. J Invest Med. 1997;45(5):265–71.
Achappa B, Madi D, Bhaskaran U, Ramapuram J, Rao S, Mahalingam S. Adherence to antiretroviral therapy among people living with HIV. N Am J Med Sci. 2013;5(3):220–3.
Hendershot CS, Stoner SA, Pantalone DW, Simoni JM. Alcohol use and antiretroviral adherence: review and meta-analysis. J Acqui Immune Defic Syndr (1999). 2009;52(2):180–207.
Neuman MG, Schneider M, Nanau RM, Parry C. Alcohol consumption, progression of disease and other comorbidities, and responses to antiretroviral medication in people living with HIV. AIDS Res Treat. 2012;2012:1–14.
Bryant KJ, Nelson S, Braithwaite RS, Roach D. Integrating HIV/AIDS and alcohol research. Alcohol Res Health. 2010;33(3):167–78.
Amedee AM, Nichols WA. Robichaux S, GJ Bagby, Nelson S. Chronic alcohol abuse and HIV disease progression: studies with the non-human primate model. Curr HIV Res. 2014;12(4):243–53.
Greene B, Nevid J, Rathus S. Abnormal psychology in a changing world. Upper Saddle River: Abnormal Behavior in Childhood and Adolescence Pearson Education, Inc.; 2006. p. 474–80.
Kagee A, Delport T. Barriers to adherence to antiretroviral treatment. J Health Psychol. 2010;15(7):1001–11.
Ware NC, Wyatt MA, Tugenberg T. Social relationships, stigma and adherence to antiretroviral therapy for HIV/AIDS. AIDS Care. 2006;18(8):904–10.
Vagenas P, Azar MM, Copenhaver MM, Springer SA, Molina PE, Altice FL. The impact of alcohol use and related disorders on the HIV continuum of care: a systematic review. Curr HIV/AIDS Rep. 2015;12(4):421–36.
Samet JH, Horton NJ, Meli S, Freedberg KA, Palepu A. Alcohol consumption and antiretroviral adherence among HIV-infected persons with alcohol problems. Alcohol Clin Exp Res. 2004;28(4):572–7.
Donnell D, Baeten JM, Kiarie J, Thomas KK, Stevens W, Cohen CR, et al. Heterosexual HIV-1 transmission after initiation of antiretroviral therapy: a prospective cohort analysis. Lancet. 2010;375(9731):2092–8.
Nakimuli-Mpungu E, Bass JK, Alexandre P, Mills EJ, Musisi S, Ram M, et al. Depression, alcohol use and adherence to antiretroviral therapy in sub-Saharan Africa: a systematic review. AIDS Behav. 2012;16(8):2101–18.
Kalichman SC, Amaral CM, White D, Swetsze C, Kalichman MO, Cherry C, et al. Alcohol and adherence to antiretroviral medications: interactive toxicity beliefs among people living with HIV. J Assoc Nurses AIDS Care. 2012;23(6):511–20.
Kalichman SC, Grebler T, Amaral CM, McNerey M, White D, Kalichman MO, et al. Intentional nonadherence to medications among HIV positive alcohol drinkers: prospective study of interactive toxicity beliefs. J Gen Intern Med. 2013;28(3):399–405.
Magidson JF, Li X, Mimiaga MJ, Moore AT, Srithanaviboonchai K, Friedman RK, et al. Antiretroviral medication adherence and amplified HIV transmission risk among sexually active HIV-infected individuals in three diverse international settings. AIDS Behav. 2016;20(4):699–709.
Singh SK, Schensul J, Gupta K, Maharana B, Kremelberg D, Berg M. Determinants of alcohol use, risky sexual behavior and sexual health problems among men in low income communities of Mumbai, India. AIDS Behav. 2010;14(1):48–60.
Saggurti N, Raj A, Mahapatra B, Cheng DM, Coleman S, Bridden C, et al. Prevalence and correlates of non-disclosure of HIV serostatus to sex partners among HIV-infected female sex workers and HIV-infected male clients of female sex workers in India. AIDS Behav. 2013;17(1):399–406.
Verma RK, Saggurti N, Singh AK, Swain SN. Alcohol and sexual risk behavior among migrant female sex workers and male workers in districts with high in-migration from four high HIV prevalence states in India. AIDS Behav. 2010;14(1):31–9.
Samet JH, Pace CA, Cheng DM, Coleman S, Bridden C, Pardesi M, et al. Alcohol use and sex risk behaviors among HIV-infected female sex workers (FSWs) and HIV-infected male clients of FSWs in India. AIDS Behav. 2010;14(1):74–83.
Sheward DJ, Ntale R, Garrett NJ, Woodman ZL, Abdool Karim SS, Williamson C. HIV-1 superinfection resembles primary infection. J Infect Dis. 2015;212(6):904–8.
Unaids I. The gap report. Geneve: UNAIDS; 2014.
NACO. National AIDS Control Organization PART B. Delhi, India: Ministry of Family Health and Welfare, 2014–2015.
Yadav D, Chakrapani V, Goswami P, Ramanathan S, Ramakrishnan L, George B, et al. Association between alcohol use and HIV-related sexual risk behaviors among men who have sex with men (MSM): findings from a multi-site bio-behavioral survey in India. AIDS Behav. 2014;18(7):1330–8.
Schensul JJ, Singh S, Gupta K, Bryant K, Verma R. Alcohol and HIV in India: a review of current research and intervention. AIDS Behav. 2010;14(1):1–7.
Prasad R. Alcohol use on the rise in India. Lancet. 2009;373(9657):17–8.
Stuckler D, McKee M, Ebrahim S, Basu S. Policy forum manufacturing epidemics: the role of global producers in increased consumption of unhealthy commodities including processed foods, alcohol, and tobacco. PLoS. 2012;9(6):1–8.
Das SK, Balakrishnan V, Vasudevan D. Alcohol: its health and social impact in India. Natl Med J India. 2006;19(2):94–9.
Mimiaga M, Thomas B, Mayer K, Reisner S, Menon S, Swaminathan S, et al. Alcohol use and HIV sexual risk among MSM in Chennai, India. Int J STD AIDS. 2011;22(3):121–5.
Schensul S, Ha T, Schensul J, Vaz M, Singh R. The role of alcohol on ART adherence among persons living with HIV in urban India. J Stud Alcohol Drugs (accepted for publication); 2017.
Dawson DA, Room R. Towards agreement on ways to measure and report drinking patterns and alcohol-related problems in adult general population surveys: the Skarpö Conference overview. J Subst Abuse. 2000;12(1):1–21.
Letourneau B, Sobell LC, Sobell MB, Agrawal S, Gioia CJ. Two brief measures of alcohol use produce different results: AUDIT-C and quick drinking screen. Alcohol Clin Exp Res. 2017;41(5):1035–43.
Rubinsky AD, Dawson DA, Williams EC, Kivlahan DR, Bradley KA. AUDIT-C scores as a scaled marker of mean daily drinking, alcohol use disorder severity, and probability of alcohol dependence in a US general population sample of drinkers. Alcohol Clin Exp Res. 2013;37(8):1380–90.
Frank D, DeBenedetti AF, Volk RJ, Williams EC, Kivlahan DR, Bradley KA. Effectiveness of the AUDIT-C as a screening test for alcohol misuse in three race/ethnic groups. J Gen Intern Med. 2008;23(6):781–7.
Johnson JA, Lee A, Vinson D, Seale JP. Use of AUDIT-based measures to identify unhealthy alcohol use and alcohol dependence in primary care: a validation study. Alcohol Clin Exp Res. 2013;37:E253–9.
Allen JP, Litten RZ, Fertig JB, Babor T. A review of research on the Alcohol Use Disorders Identification Test (AUDIT). Alcohol Clin Exp Res. 1997;21(4):613–9.
McGinnis KA, Justice AC, Kraemer KL, Saitz R, Bryant KJ, Fiellin DA. Comparing alcohol screening measures among HIV-infected and uninfected men. Alcohol Clin Exp Res. 2013;37(3):435–42.
Kerr WC, Stockwell T. Understanding standard drinks and drinking guidelines. Drug Alcohol Rev. 2012;31(2):200–5.
Greenfield TK, Nayak MB, Bond J, Patel V, Trocki K, Pillai A. Validating alcohol use measures among male drinkers in goa: implications for research on alcohol, sexual risk, and HIV in India. AIDS Behav. 2010;14(1):84–93.
Nayak MB, Kerr W, Greenfield TK, Pillai A. Not all drinks are created equal: implications for alcohol assessment in India. Alcohol Alcohol. 2008;43(6):713–8.
Metrik J, Caswell AJ, Magill M, Monti PM, Kahler CW. Sexual risk behavior and heavy drinking among weekly marijuana users. J Stud Alcohol Drugs. 2016;77(1):104–12.
Scott-Sheldon LAJ, Carey MP, Carey KB. Alcohol and risky sexual behavior among heavy drinking college students. AIDS Behav. 2010;14(4):845–53.
Room R, Mäkelä P, Benegal V, Greenfield TK, Hettige S, Tumwesigye NM, et al. Times to drink: cross-cultural variations in drinking in the rhythm of the week. Int J Public Health. 2012;57(1):107–17.
Dulin PL, Alvarado CE, Fitterling JM, Gonzalez VM. Comparisons of alcohol consumption by timeline followback vs. smartphone-based daily interviews. Addict Res Theory. 2017;25(3):195–200.
Hjorthøj CR, Hjorthøj AR, Nordentoft M. Validity of Timeline Follow-Back for self-reported use of cannabis and other illicit substances—systematic review and meta-analysis. Addict Behav. 2012;37(3):225–33.
Simpson CA, Xie L, Blum ER, Tucker JA. Agreement between prospective interactive voice response telephone reporting and structured recall reports of risk behaviors in rural substance users living with HIV/AIDS. Psychol Addict Behav. 2011;25(1):185–90.
Wray TB, Braciszewski JM, Zywiak WH, Stout RL. Examining the reliability of alcohol/drug use and HIV-risk behaviors using Timeline Follow-Back in a pilot sample. J Subst Use. 2016;21(3):294–7.
Stein MD, Anderson BJ, Caviness CM, Rosengard C, Kiene S, Friedmann P, et al. Relationship of alcohol use and sexual risk taking among hazardously drinking incarcerated women: an event-level analysis. J Stud Alcohol Drugs. 2009;70(4):508–15.
Schick VR, Baldwin A, Bay-Cheng LY, Dodge B, Van Der Pol B, Fortenberry JD. “First, I… then, we…”: exploring the sequence of sexual acts and safety strategies reported during a sexual encounter using a modified timeline followback method. Sex Transm Infect. 2016;92(4):272–5.
Chesney MA, Ickovics JR, Chambers DB, Gifford AL, Neidig J, Zwickl B, et al. Self-reported adherence to antiretroviral medications among participants in HIV clinical trials: the AACTG Adherence Instruments. AIDS Care. 2000;12(3):255–66.
Fiellin DA, Mcginnis KA, Maisto SA, Justice AC, Bryant K. Measuring alcohol consumption using Timeline Followback in non-treatment-seeking medical clinic patients with and without HIV infection: 7-, 14-, or 30-day recall. J Stud Alcohol Drugs. 2013;74(3):500–4.
Rehm J, Ashley MJ, Room R, Single E, Bondy S, Ferrence R, et al. On the emerging paradigm of drinking patterns and their social and health consequences. Addiction. 1996;91(11):1615–21.
Janssen T, Braciszewski JM, Vose-O’neal A, Stout RL. A comparison of long-vs. short-term recall of substance use and HIV risk behaviors. J Stud Alcohol Drugs. 2017;78(3):463–7.
Benegal V, Chand PK, Obot IS. Packages of care for alcohol use disorders in low- and middle-income countries. PLoS Med. 2009;6:1–7.
Fillmore MT, Jude R. Defining, “Binge” drinking as five drinks per occasion or drinking to a 0.08% BAC: which is more sensitive to risk? Am J Addict. 2011;20(5):468–75.
Santos G-M, Jin H, Raymond HF. Pervasive heavy alcohol use and correlates of increasing levels of binge drinking among men who have sex with men, San Francisco, 2011. J Urban Health. 2015;92(4):687–700.
Reich RR, Cummings JR, Greenbaum PE, Moltisanti AJ, Goldman MS. The temporal “pulse” of drinking: tracking 5 years of binge drinking in emerging adults. J Abnorm Psychol. 2015;124(3):635–47.
Ikeda MLR, Barcellos NT, Alencastro PR, Wolff FH, Moreira LB, Gus M, et al. Alcohol drinking pattern: a comparison between HIV-infected patients and individuals from the general population. PLoS ONE. 2016;11(6):e0158535.
Thirumagal V, Velayutham K, Panda S. A study of alcohol use pattern among married men in rural Tamil Nadu, India-policy implications. Int J Prev Treat Subst Use Disord. 2015;1(3–4):131–41.
Napper LE, Fisher DG, Reynolds GL, Johnson ME. HIV risk behavior self-report reliability at different recall periods. AIDS Behav. 2010;14(1):152–61.
Acknowledgements
The authors express their appreciation to the National Institute on Alcohol Abuse and Alcoholism, NIH for their support and funding for the study entitled Alcohol and ART Adherence: Assessment, Intervention and Modeling in India and to members of the India research team including PIs Avina Sarna, M.D., Niranjan Saggurti, Ph.D., and field team members Priti Prabhughate, DPH, Melita Vaz, DPH, Rajendra Singh, MA, Paras Verma, and to Manoj Pardeshi, Director, Maharashtra Network of Positive People and the team of facilitators guiding the group and community interventions. Finally the cooperation and feedback of the 940 participants in the study, have been critical to the quality of both the research and the intervention.
Funding
Funding for this study is provided through NIAAA Grant # U01 AA021990-01.
Author information
Authors and Affiliations
Corresponding author
Appendix
Appendix
See Table 11.
Rights and permissions
About this article
Cite this article
Schensul, J.J., Ha, T., Schensul, S. et al. Identifying the Intersection of Alcohol, Adherence and Sex in HIV Positive Men on ART Treatment in India Using an Adapted Timeline Followback Procedure. AIDS Behav 21 (Suppl 2), 228–242 (2017). https://doi.org/10.1007/s10461-017-1916-1
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10461-017-1916-1