Skip to main content

Advertisement

Log in

Prescription Opioid Misuse, Pain Interference, Resilience, and Anxiety Among Chinese People Living with HIV: A Moderated Mediation Model

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

Abstract

Prescription opioid misuse (POM) is a concern in people living with HIV (PLWH). Pain interference is a robust factor, and its influences would occur through anxiety and resilience. Limited POM studies attend to Chinese PLWH. This study examined POM and its underlying psychological mechanism using data of PLWH with pain (n = 116) from a cohort study in Guangxi. The PROCESS macro was employed to examine a hypothesized moderated mediation model among pain interference, resilience, anxiety, and POM. Results showed 10.3% PLWH engaged in past-three-month POM. After controlling for demographics, HIV-related clinical outcomes, and pain severity, anxiety mediated the association between pain interference and POM (β = 0.46, 95% CI = 0.01 to 10.49), and the mediation was moderated by resilience (moderated mediation index = − 0.02, 95% CI = − 0.784 to − 0.001). Chinese PLWH seem to misuse opioids to cope with pain-related anxiety. Resilience appears to offer protection.

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

Data Availability

Data can be obtained by contacting Dr. Xiaoming Li at xiaoming@mailbox.sc.edu.

Code Availability

Codes can be obtained by contacting Dr. Cheuk Chi Tam at ctam@mailbox.sc.edu.

References

  1. Hedegaard H, Miniño A, Spencer M, Warner M. Drug Overdose Deaths in the United States, 1999–2020. National Center for Health Statistics; 2021.

  2. Tam CC, Benotsch EG, Wang X, Lin D, Du H, Chi P. Non-medical use of prescription drugs and cultural orientation among college students in China. Drug and Alcohol Dependence; 2018.

  3. Tam CC, Zhou Y, Benotsch EG, Li X, Qiao S, Zhao Q. Nonmedical use of prescription drugs and biopsychosocial correlates among females who are sex workers in China.Substance Abuse. 2021:1–7.

  4. Guo L, Xu Y, Deng J, Gao X, Huang G, Huang J, et al. Associations between childhood maltreatment and non-medical use of prescription drugs among chinese adolescents. Addiction. 2017;112(9):1600–9.

    Article  PubMed  Google Scholar 

  5. Robinson-Papp J, Elliott K, Simpson DM, Morgello S, Bank MHB. Problematic prescription opioid use in an HIV-infected cohort: the importance of universal toxicology testing. JAIDS J Acquir Immune Defic Syndr. 2012;61(2):187–93.

    Article  CAS  PubMed  Google Scholar 

  6. Canan CE, Chander G, Monroe AK, Gebo KA, Moore RD, Agwu AL et al. High-risk prescription opioid use among people living with HIV. Journal of acquired immune deficiency syndromes (1999). 2018;78(3):283.

  7. Lemons A, DeGroote N, Peréz A, Craw J, Nyaku M, Broz D et al. Opioid misuse among HIV-positive adults in medical care: results from the medical monitoring project, 2009–2014. Journal of acquired immune deficiency syndromes (1999). 2019;80(2):127.

  8. Parker R, Stein DJ, Jelsma J. Pain in people living with HIV/AIDS: a systematic review. J Int AIDS Soc. 2014;17(1):18719.

    Article  PubMed  PubMed Central  Google Scholar 

  9. Edelman EJ, Gordon K, Becker WC, Goulet JL, Skanderson M, Gaither JR, et al. Receipt of opioid analgesics by HIV-infected and uninfected patients. J Gen Intern Med. 2013;28(1):82–90.

    Article  PubMed  Google Scholar 

  10. Serota DP, Capozzi C, Lodi S, Colasanti JA, Forman LS, Tsui JI, et al. Predictors of pain-related functional impairment among people living with HIV on long-term opioid therapy. AIDS Care. 2021;33(4):507–15.

    Article  PubMed  Google Scholar 

  11. Ngo B, Liebschutz JM, Cheng DM, Colasanti JA, Merlin JS, Armstrong WS, et al. Hazardous alcohol use is associated with greater pain interference and prescription opioid misuse among persons living with HIV and chronic pain. BMC Public Health. 2021;21(1):1–9.

    Article  Google Scholar 

  12. Barry DT, Goulet JL, Kerns RK, Becker WC, Gordon AJ, Justice AC, et al. Nonmedical use of prescription opioids and pain in veterans with and without HIV. Pain. 2011;152(5):1133–8.

    Article  PubMed  PubMed Central  Google Scholar 

  13. Quartana PJ, Campbell CM, Edwards RR. Pain catastrophizing: a critical review. Expert Rev Neurother. 2009;9(5):745–58.

    Article  PubMed  PubMed Central  Google Scholar 

  14. Martel MO, Dolman AJ, Edwards RR, Jamison RN, Wasan AD. The association between negative affect and prescription opioid misuse in patients with chronic pain: the mediating role of opioid craving. J Pain. 2014;15(1):90–100.

    Article  PubMed  Google Scholar 

  15. Rogers AH, Bakhshaie J, Zvolensky MJ, Vowles KE. Pain anxiety as a mechanism linking pain severity and opioid misuse and disability among individuals with chronic pain. J Addict Med. 2020;14(1):26–31.

    Article  PubMed  Google Scholar 

  16. Zvolensky MJ, Rogers AH, Garey L, Ditre JW, Shepherd JM, Viana AG, et al. The role of anxiety sensitivity in the relation between pain intensity with substance use and anxiety and depressive symptoms among smokers with chronic pain. Int J Behav Med. 2020;27(6):668–76.

    Article  PubMed  PubMed Central  Google Scholar 

  17. Doorley JD, Greenberg J, Bakhshaie J, Fishbein NS, Vranceanu A-M. Depression explains the association between pain intensity and pain interference among adults with neurofibromatosis. J Neurooncol. 2021;154:257–63.

    Article  PubMed  PubMed Central  Google Scholar 

  18. Arola H-M, Nicholls E, Mallen C, Thomas E. Self-reported pain interference and symptoms of anxiety and depression in community-dwelling older adults: can a temporal relationship be determined? Eur J Pain. 2010;14(9):966–71.

    Article  PubMed  Google Scholar 

  19. Adams MH, Lovejoy TI, Turk DC, Dobscha SK, Hauser P, Morasco BJ. Pain-related anxiety mediates the relationship between depressive symptoms and pain interference in veterans with hepatitis C. Gen Hosp Psychiatry. 2015;37(6):533–7.

    Article  PubMed  PubMed Central  Google Scholar 

  20. Rutter M. Psychosocial resilience and protective mechanisms. Am J Orthopsychiatry. 1987;57(3):316–31.

    Article  PubMed  Google Scholar 

  21. Bauer H, Emeny R, Baumert J, Ladwig KH. Resilience moderates the association between chronic pain and depressive symptoms in the elderly. Eur J Pain. 2016;20(8):1253–65.

    Article  CAS  PubMed  Google Scholar 

  22. Chng Z, Yeo JJ, Joshi A. Resilience as a protective factor in face of pain symptomatology, disability and psychological outcomes in adult chronic pain populations: a scoping review.Scandinavian Journal of Pain. 2022.

  23. Sun X, Yang W, Tang S, Shen M, Wang T, Zhu Q, et al. Declining trend in HIV new infections in Guangxi, China: insights from linking reported HIV/AIDS cases with CD4-at-diagnosis data. BMC Public Health. 2020;20:1–12.

    Article  CAS  Google Scholar 

  24. Wu AW, Revicki D, Jacobson D, Malitz F. Evidence for reliability, validity and usefulness of the Medical Outcomes Study HIV Health Survey (MOS-HIV). Qual Life Res. 1997;6(6):481–93.

    Article  CAS  PubMed  Google Scholar 

  25. Zung WW. Self-rating anxiety scale.BMC Psychiatry. 1971.

  26. Campbell-Sills L, Stein MB. Psychometric analysis and refinement of the connor–davidson resilience scale (CD‐RISC): validation of a 10‐item measure of resilience. J Trauma Stress: Official Publication Int Soc Trauma Stress Stud. 2007;20(6):1019–28.

    Article  Google Scholar 

  27. Hair JF, Ringle CM, Sarstedt M. Partial least squares structural equation modeling: rigorous applications, better results and higher acceptance. Long Range Plann. 2013;46(1–2):1–12.

    Article  Google Scholar 

  28. Preacher KJ, Hayes AF. Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behav Res Methods. 2008;40(3):879–91.

    Article  PubMed  Google Scholar 

  29. McHugh RK, Nielsen S, Weiss RD. Prescription drug abuse: from epidemiology to public policy. J Subst Abuse Treat. 2015;48(1):1–7.

    Article  PubMed  Google Scholar 

  30. Sehgal N, Manchikanti L, Smith HS. Prescription opioid abuse in chronic pain: a review of opioid abuse predictors and strategies to curb opioid abuse. Pain Physician. 2012;15(3S):ES67.

    Article  PubMed  Google Scholar 

  31. Khantzian EJ. The self-medication hypothesis of substance use disorders: a reconsideration and recent applications. Harv Rev Psychiatry. 1997;4(5):231–44.

    Article  CAS  PubMed  Google Scholar 

  32. Palit S, Fillingim RB, Bartley EJ. Pain resilience moderates the influence of negative pain beliefs on movement-evoked pain in older adults. J Behav Med. 2020;43(5):754–63.

    Article  PubMed  Google Scholar 

  33. Dow DE, Mmbaga BT, Turner EL, Gallis JA, Tabb ZJ, Cunningham CK, et al. Building resilience: a mental health intervention for Tanzanian youth living with HIV. AIDS Care. 2018;30(sup4):12–20.

    Article  PubMed  Google Scholar 

  34. Jiang Y, Li X, Harrison SE, Zhang J, Qiao S, Decker S, et al. Long-term effects of a resilience-based intervention on mental health of children affected by parental HIV in China: testing the mediation effects of emotion regulation and coping. Child Youth Serv Rev. 2022;133:106363.

    Article  PubMed  PubMed Central  Google Scholar 

  35. Yu X, Lau JT, Mak WW, Cheng Y, Lv Y, Zhang J. A pilot theory–based intervention to improve resilience, psychosocial well-being, and quality of life among people living with HIV in rural China. J Sex Marital Ther. 2014;40(1):1–16.

    Article  PubMed  Google Scholar 

Download references

Funding

Research reported in this manuscript was supported in part by the National Institute of Mental Health of the National Institutes of Health under Award Number NIH R01MH0112376. 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 Cheuk Chi Tam.

Ethics declarations

Conflict of interest

The authors have no conflicts of interest to report.

Ethics approval

The study protocol was approved by the Institutional Review Boards of both University of South Carolina in the United States and Guangxi Center of Disease Prevention and Control in China.

Consent for participants

Informed consent was obtained from all participants prior to their participation in the study.

Consent for publication

Not applicable.

Additional information

Publisher’s Note

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

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Tam, C.C., Benotsch, E.G., Li, X. et al. Prescription Opioid Misuse, Pain Interference, Resilience, and Anxiety Among Chinese People Living with HIV: A Moderated Mediation Model. AIDS Behav 27, 3508–3514 (2023). https://doi.org/10.1007/s10461-023-04066-4

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10461-023-04066-4

Keywords

Navigation