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Disentangling Medicinal and Recreational cannabis Use Among People Living with HIV: An Ecological Momentary Assessment Study

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Abstract

This study examined the feasibility of using ecological momentary assessment (EMA) to disentangle medicinal cannabis use (MCU) from recreational cannabis use (RCU) among people living HIV (PLWH). Over a 14-day period, PLWH (N = 29) who engaged in both MCU and RCU completed a smartphone-based survey before and after every cannabis use event assessing general motivation for cannabis use (MCU-only, RCU-only, or mixed MCU/RCU), cannabis use behavior, and several antecedents and outcomes of cannabis use. A total of 739 pre-cannabis surveys were completed; 590 (80%) of the prompted post-cannabis surveys were completed. Motives for cannabis use were reported as MCU-only on 24%, RCU-only on 30%, and mixed MCU/RCU on 46% of pre-cannabis surveys. Mixed effects models examined within-person differences across MCU-only, RCU-only, and mixed MCU/RCU events. Results showed that relative to RCU-only events, MCU-only events were more likely to involve symptom management and drug substitution motives, physical and sleep-related symptoms, solitary cannabis use, and use of cannabis oils and sprays; MCU-only events were less likely to involve relaxation, happiness, and wellness motives, cannabis flower use, and positive cannabis consequences. Differences between mixed MCU/RCU and RCU-only events were similar, except that mixed MCU/RCU events were additionally associated with stress reduction motives and symptoms of anxiety and depression. Findings support the feasibility of partially disentangling MCU and RCU behavior among PLWH who engage in concurrent MCU and RCU. This study highlights the need for more EMA studies isolating MCU from RCU to inform ongoing changes to cannabis policies.

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Data Availability

De-identified study data and study materials are available upon request, subject to any applicable ethics approval.

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Data analysis syntax/code is available upon request.

References

  1. Pacek LR, Towe SL, Hobkirk AL, Nash D, Goodwin RD. Frequency of cannabis use and medical cannabis use among persons living with HIV in the United States: Findings from a nationally representative sample. AIDS Educ Prev. 2018;30(2):169–81.

    Article  PubMed  PubMed Central  Google Scholar 

  2. Harris GE, Dupuis L, Mugford GJ, Johnston L, Haase D, Page G, et al. Patterns and correlates of cannabis use among individuals with HIV/AIDS in Maritime Canada. Can J Infect Dis Med Microbiol. 2014;25(1):e1–7.

    Article  PubMed  PubMed Central  Google Scholar 

  3. Shiau S, Arpadi SM, Yin MT, Martins SS. Patterns of drug use and HIV infection among adults in a nationally representative sample. Addict Behav. 2017;68:39–44.

    Article  PubMed  PubMed Central  Google Scholar 

  4. Hammond D, Wadsworth E, Reid JL, Burkhalter R. Prevalence and modes of cannabis use among youth in Canada, England, and the US, 2017 to 2019. Drug Alcohol Depend. 2021;219(1):1–6.

    Google Scholar 

  5. Dʼsouza G, Matson PA, Grady CD, et al. Medicinal and recreational marijuana use among HIV-infected women in the Women’s Interagency HIV Study (WIHS) cohort, 1994–2010. J Acquir Immune Defic Syndr. 2012;61(5):618–26.

    Article  PubMed  PubMed Central  Google Scholar 

  6. Furler MD, Einarson TR, Millson M, Walmsley S, Bendayan R. Medicinal and recreational marijuana use by patients infected with HIV. AIDS Patient Care STDS. 2004;18(4):215–28.

    Article  PubMed  Google Scholar 

  7. Wardell JD, Shuper PA, Hendershot CS. A longitudinal investigation of the association between cannabis use and alcohol use among people living with HIV. Drug Alcohol Depend. 2018;193(1):7–13.

    Article  PubMed  Google Scholar 

  8. Costiniuk CT, Saneei Z, Salahuddin S, Cox J, Routy J-P, Rueda S, et al. Cannabis consumption in people living with HIV: Reasons for use, secondary effects, and opportunities for health education. Cannabis Cannabinoid Res. 2019;4(3):204–13.

    Article  PubMed  PubMed Central  Google Scholar 

  9. Pratt M, Stevens A, Thuku M, Butler C, Skidmore B, Wieland LS, et al. Benefits and harms of medical cannabis: a scoping review of systematic reviews. Syst Rev. 2019 Dec;8(1):1–35.

    Article  Google Scholar 

  10. Inglet S, Winter B, Yost SE, Entringer S, Lian A, Biksacky M, et al. Clinical data for the use of cannabis-based treatments: a comprehensive review of the literature. Ann Pharmacother. 2020;54(11):1109–43.

    Article  PubMed  Google Scholar 

  11. Adams JW, Bryant KJ, Edelman JE, Fiellin DA, Gaither JR, Gordon AJ, et al. Association of cannabis, stimulant, and alcohol use with mortality prognosis among HIV-infected men. AIDS Behav. 2018;22(4):1341–51.

    Article  PubMed  PubMed Central  Google Scholar 

  12. Lake S, Kerr T, Capler R, Shoveller J, Montaner J, Milloy M-J. High-intensity cannabis use and HIV clinical outcomes among HIV-positive people who use illicit drugs in Vancouver, Canada. Int J Drug Policy. 2017;42:63–70.

    Article  PubMed  PubMed Central  Google Scholar 

  13. Montgomery L, Bagot K, Brown JL, Haeny AM. The association between marijuana use and HIV continuum of care outcomes: a systematic review. Curr HIV/AIDS Rep. 2019;16(1):17–28.

    Article  PubMed  PubMed Central  Google Scholar 

  14. Peretti-Watel P, Spire B, Lert F, Obadia Y, Group V. Drug use patterns and adherence to treatment among HIV-positive patients: evidence from a large sample of French outpatients (ANRS-EN12-VESPA 2003). Drug Alcohol Depend. 2006;82(Suppl 1):71-S9.

    Google Scholar 

  15. Wilson K, Doxanakis A, Fairley C. Predictors for non-adherence to antiretroviral therapy. Sex Health. 2005;1(4):251–7.

    Article  Google Scholar 

  16. Bonn-Miller MO, Oser ML, Bucossi MM, Trafton JA. Cannabis use and HIV antiretroviral therapy adherence and HIV-related symptoms. J Behav Med. 2014;37(1):1–10.

    Article  PubMed  Google Scholar 

  17. Mannes ZL, Burrell LE, II EGF, Zhou Z, Lu H, Somboonwit C, et al. The association of therapeutic versus recreational marijuana use and antiretroviral adherence among adults living with HIV in Florida. Patient Prefer Adherence. 2018;12:1363–72.

  18. Slawson G, Milloy M, Balneaves L, Simo A, Guillemi S, Hogg R, et al. High-intensity cannabis use and adherence to antiretroviral therapy among people who use illicit drugs in a Canadian setting. AIDS Behav. 2015;19(1):120–7.

    Article  PubMed  PubMed Central  Google Scholar 

  19. de Jong BC, Prentiss D, McFarland W, Machekano R, Israelski DM. Marijuana use and its association with adherence to antiretroviral therapy among HIV-infected persons with moderate to severe nausea. JAIDS J Acquir Immune Defic Syndr. 2005;38(1):43–6.

    Article  PubMed  Google Scholar 

  20. Prentiss D, Power R, Balmas G, Tzuang G, Israelski DM. Patterns of marijuana use among patients with HIV/AIDS followed in a public health care setting. JAIDS J Acquir Immune Defic Syndr. 2004;35(1):38–45.

    Article  PubMed  Google Scholar 

  21. Korthuis PT, Zephyrin LC, Fleishman JA, Saha S, Josephs JS, McGrath MM, et al. Health-related quality of life in HIV-infected patients: the role of substance use. AIDS Patient Care STDS. 2008;22(11):859–67.

    Article  PubMed  PubMed Central  Google Scholar 

  22. Lucas P, Walsh Z, Crosby K, Callaway R, Belle-Isle L, Kay R, et al. Substituting cannabis for prescription drugs, alcohol and other substances among medical cannabis patients: the impact of contextual factors. Drug Alcohol Rev. 2016;35(3):326–33.

    Article  PubMed  Google Scholar 

  23. 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(2):179–86.

    Article  PubMed  Google Scholar 

  24. Okafor CN, Cook RL, Chen X, Surkan PJ, Becker JT, Shoptaw S, et al. Prevalence and correlates of marijuana use among HIV-seropositive and seronegative men in the Multicenter AIDS Cohort Study (MACS), 1984–2013. Am J Drug Alcohol Abuse. 2017;43(5):556–66.

    Article  PubMed  Google Scholar 

  25. Bruce D, Bouris AM, Bowers S, Blocker O, Lee SY, Glidden MF, et al. Medical, therapeutic, and recreational use of cannabis among young men who have sex with men living with HIV. Addict Res Theory. 2020;28(3):250–9.

    Article  PubMed  Google Scholar 

  26. Shiffman S. Ecological momentary assessment (EMA) in studies of substance use. Psychol Assess. 2009;21(4):486–97.

    Article  PubMed  PubMed Central  Google Scholar 

  27. Verhagen SJ, Hasmi L, Drukker M, van Os J, Delespaul PA. Use of the experience sampling method in the context of clinical trials. Evid Based Ment Health. 2016;19(3):86–9.

    Article  PubMed  PubMed Central  Google Scholar 

  28. Paolillo EW, Obermeit LC, Tang B, Depp CA, Vaida F, Moore DJ, et al. Smartphone-based ecological momentary assessment (EMA) of alcohol and cannabis use in older adults with and without HIV infection. Addict Behav. 2018;83:102–8.

    Article  PubMed  Google Scholar 

  29. Rendina HJ, Millar BM, Parsons JT. Situational HIV stigma and stimulant use: A day-level autoregressive cross-lagged path model among HIV-positive gay and bisexual men. Addict Behav. 2018;83:109–15.

    Article  PubMed  PubMed Central  Google Scholar 

  30. Crockett KB, Turan B. Moment-to-moment changes in perceived social support and pain for men living with HIV: an experience sampling study. Pain. 2018;159(12):2503–11.

    Article  PubMed  PubMed Central  Google Scholar 

  31. Cook PF, McElwain CJ, Bradley-Springer LA. Feasibility of a daily electronic survey to study prevention behavior with HIV‐infected individuals. Res Nurs Health. 2010;33(3):221–34.

    Article  PubMed  Google Scholar 

  32. Swendeman D, Comulada WS, Ramanathan N, Lazar M, Estrin D. Reliability and validity of daily self-monitoring by smartphone application for health-related quality-of-life, antiretroviral adherence, substance use, and sexual behaviors among people living with HIV. AIDS Behav. 2015;19(2):330–40.

    Article  PubMed  PubMed Central  Google Scholar 

  33. Arend MG, Schäfer T. Statistical power in two-level models: a tutorial based on Monte Carlo simulation. Psychol Methods. 2019;24(1):1–19.

    Article  PubMed  Google Scholar 

  34. Adamson SJ, Kay-Lambkin FJ, Baker AL, Lewin TJ, Thornton L, Kelly BJ, et al. An improved brief measure of cannabis misuse: the Cannabis Use Disorders Identification Test-Revised (CUDIT-R). Drug Alcohol Depend. 2010;110(1–2):137–43.

    Article  PubMed  Google Scholar 

  35. Norberg MM, Mackenzie J, Copeland J. Quantifying cannabis use with the timeline followback approach: a psychometric evaluation. Drug Alcohol Depend. 2012;121(3):247–52.

    Article  PubMed  Google Scholar 

  36. Cuttler C, Spradlin A. Measuring cannabis consumption: psychometric properties of the daily sessions, frequency, age of onset, and quantity of cannabis use inventory (DFAQ-CU). PLoS ONE. 2017;12(5):e0178194.

    Article  PubMed  PubMed Central  Google Scholar 

  37. Cohen NL, Heinz AJ, Ilgen M, Bonn-Miller MO. Pain, cannabis species, and cannabis use disorders. J Stud Alcohol Drugs. 2016;77(3):515–20.

    Article  PubMed  PubMed Central  Google Scholar 

  38. Watson D, Clark LA, Tellegen A. Development and validation of brief measures of positive and negative affect: the PANAS scales. J Pers Soc Psychol. 1988;54(6):1063–70.

    Article  CAS  PubMed  Google Scholar 

  39. Yaremych HE, Preacher KJ, Hedeker D. Centering categorical predictors in multilevel models: Best practices and interpretation. Psychol Methods [Internet]. 2021. doi:https://doi.org/10.1037/met0000434 [Epub ahead of print].

    Article  PubMed  Google Scholar 

  40. Jones A, Remmerswaal D, Verveer I, Robinson E, Franken IH, Wen CKF, et al. Compliance with ecological momentary assessment protocols in substance users: a meta-analysis. Addiction. 2019;114(4):609–19.

    Article  PubMed  Google Scholar 

  41. Huestis MA. Human cannabinoid pharmacokinetics. Chem Biodivers. 2007;4(8):1770–804.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  42. Morean ME, Lederman IR. Prevalence and correlates of medical cannabis patients’ use of cannabis for recreational purposes. Addict Behav. 2019;93:233–9.

    Article  PubMed  Google Scholar 

  43. Health Canada. 2020 Canadian cannabis survey detailed tables [Internet]. [cited 2022 April 12]. Available from: http://publications.gc.ca/collections/collection_2020/sc-hc/H21-312-2020-2-eng.pdf.

  44. Belle-Isle L, Walsh Z, Callaway R, Lucas P, Capler R, Kay R, et al. Barriers to access for Canadians who use cannabis for therapeutic purposes. Int J Drug Policy. 2014;25(4):691–9.

    Article  PubMed  Google Scholar 

  45. Lin LA, Ilgen MA, Jannausch M, Bohnert KM. Comparing adults who use cannabis medically with those who use recreationally: Results from a national sample. Addict Behav. 2016;61:99–103.

    Article  PubMed  PubMed Central  Google Scholar 

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Acknowledgements

The authors wish to thank Dinat Khan, Korina Toguba, Dennis Padilla, and Katalin Halasz for their assistance with data collection for this study.

Funding

This research was supported by grants from the Canadian Institutes of Health Research Canadian HIV Trials Network (CTN PT037; PIs: Jeffrey D. Wardell and Sergio Rueda) and from the Canadian Institutes of Health Research (159754; PIs: Jeffrey D. Wardell and Christian S. Hendershot). The views expressed herein do not necessarily represent the official policy of the Canadian Institutes of Health Research. Sergio Rueda holds an Innovator Award from the Ontario HIV Treatment Network. Cecilia T. Costiniuk holds a FRQ-S Junior 2 Clinician-Researcher Career Award. Mohammad-Ali Jenabian holds the Tier 2 CIHR Canada Research Chair in Immuno-Virology.

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Authors and Affiliations

Authors

Contributions

All authors contributed to the study conceptualization and design, and to the development of the funding proposal. Jeffrey D. Wardell and Sergio Rueda led the study. Preparation of study materials, development of the study protocol, community outreach, and participant recruitment were performed by Nicolle Fox, Shari Margolese, and Enrico Mandarino. Data analyses were performed by Jeffrey D. Wardell with guidance from Joel Singer; Sergio Rueda, Shari Margolese, Enrico Mandarino, and Nicolle Fox all contributed to interpretation of the results. Jeffrey D. Wardell wrote the first draft of the manuscript with assistance from Nicolle Fox, and all authors provided feedback on earlier versions of the manuscript. All authors have read and approved the final version of the article.

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Correspondence to Jeffrey D. Wardell.

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The authors declare that they have no conflicts of interest to disclose.

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All study procedures were approved by the Human Participants Review Committee of the York University Research Ethics Board (certificate # 2020 − 280).

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Informed consent was obtained from all study participants.

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Wardell, J.D., Rueda, S., Fox, N. et al. Disentangling Medicinal and Recreational cannabis Use Among People Living with HIV: An Ecological Momentary Assessment Study. AIDS Behav 27, 1350–1363 (2023). https://doi.org/10.1007/s10461-022-03871-7

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