Skip to main content

Advertisement

Log in

Willingness to Use Pre-Exposure Prophylaxis (PrEP): An Empirical Test of the Information-Motivation-Behavioral Skills (IMB) Model among High-Risk Drug Users in Treatment

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

Abstract

Evidence from recent pre-exposure prophylaxis (PrEP) trials has demonstrated its safety and efficacy in significantly reducing the risk of HIV acquisition for those who are at considerable risk of acquiring HIV infection. With a rapid increase in the amount of research on the efficacy of PrEP for HIV prevention, complementary research on the willingness to use PrEP has grown, especially among MSM, but limited research has been focused among people who use drugs (PWUD). As part of the formative process, we utilized the information-motivation-behavioral skills (IMB) model of health behavior change to characterize and guide intervention development for promoting willingness to use PrEP among high-risk PWUD. The analysis included 400 HIV-negative high-risk PWUD enrolled in a community-based methadone maintenance treatment who reported drug- and/or sex-related HIV risk behaviors in the past 6-months. Analyses revealed support for the IMB model as PrEP-related behavioral skills were found to mediate the influence of PrEP-related information and motivation on willingness to use PrEP. The results provide evidence as to the utility of the IMB model to increase willingness to use PrEP among high-risk PWUD. It therefore makes an important contribution to our understanding of the applicability of theoretically-grounded models of willingness to use PrEP among high-risk PWUD, who are one of the key risk populations who could benefit from the use of PrEP.

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

Similar content being viewed by others

References

  1. CDC. HIV surveillance report: diagnoses of HIV infection in the United States and dependent areas, 2015, vol. 27. Atlanta: CDC; 2016.

    Google Scholar 

  2. Arasteh K, Jarlais DCD, Perlis TE. Alcohol and HIV sexual risk behaviors among injection drug users. Drug Alcohol Depend. 2008;95(1):54–61.

    Article  PubMed  PubMed Central  Google Scholar 

  3. Marshall BDL, Friedman SR, Monteiro JFG, Paczkowski M, Tempalski B, Pouget ER, Lurie MN, Galea S. Prevention and treatment produced large decreases in HIV incidence in a model of people who inject drugs. Health Aff. 2014;33(3):401–9.

    Article  Google Scholar 

  4. Strathdee SA, Hallett TB, Bobrova N, Rhodes T, Booth R, Abdool R, Hankins CA. HIV and risk environment for injecting drug users: the past, present, and future. Lancet. 2010;376(9737):268–84.

    Article  PubMed  Google Scholar 

  5. Volkow ND, Montaner J. The urgency of providing comprehensive and integrated treatment for substance abusers with HIV. Health Aff. 2011;30(8):1411–9.

    Article  Google Scholar 

  6. Shrestha R, Krishnan A, Altice FL, Copenhaver M. A non-inferiority trial of an evidence-based secondary HIV prevention behavioral intervention compared to an adapted, abbreviated version: rationale and intervention description. Contem Clin Trials. 2015;44:95–102.

    Article  Google Scholar 

  7. Shrestha R, Copenhaver M. The influence of neurocognitive impairment on HIV risk behaviors and intervention outcomes among high-risk substance users: a systematic review. Front Public Health. 2016;4:16.

    PubMed  PubMed Central  Google Scholar 

  8. CDC. Preexposure prophylaxis for the prevention of HIV infection in the United States—2014: a clinical practice guideline. Washington, DC: Department of Health and Human Services USA—Centers for Disease Control and Prevention; 2014.

    Google Scholar 

  9. Kelesidis T, Landovitz RJ. Preexposure prophylaxis for HIV prevention. Curr HIV/AIDS Rep. 2011;8(2):94–103.

    Article  PubMed  PubMed Central  Google Scholar 

  10. Grant RM, Lama JR, Anderson PL, McMahan V, Liu AY, Vargas L, Goicochea P, Casapía M, Guanira-Carranza JV, Ramirez-Cardich ME, et al. Preexposure chemoprophylaxis for HIV prevention in men who have sex with men. N Engl J Med. 2010;363(27):2587–99.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  11. Baeten JM, Donnell D, Ndase P, Mugo NR, Campbell JD, Wangisi J, Tappero JW, Bukusi EA, Cohen CR, Katabira E, et al. Antiretroviral prophylaxis for HIV prevention in heterosexual men and women. N Engl J Med. 2012;367(5):399–410.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Thigpen MC, Kebaabetswe PM, Paxton LA, Smith DK, Rose CE, Segolodi TM, Henderson FL, Pathak SR, Soud FA, Chillag KL, et al. Antiretroviral Preexposure prophylaxis for heterosexual HIV transmission in Botswana. N Engl J Med. 2012;367(5):423–34.

    Article  CAS  PubMed  Google Scholar 

  13. Van Damme L, Corneli A, Ahmed K, Agot K, Lombaard J, Kapiga S, Malahleha M, Owino F, Manongi R, Onyango J, et al. Preexposure prophylaxis for HIV infection among African women. N Engl J Med. 2012;367(5):411–22.

    Article  PubMed  PubMed Central  Google Scholar 

  14. Choopanya K, Martin M, Suntharasamai P, Sangkum U, Mock PA, Leethochawalit M, Chiamwongpaet S, Kitisin P, Natrujirote P, Kittimunkong S, et al. Antiretroviral prophylaxis for HIV infection in injecting drug users in Bangkok, Thailand (the Bangkok Tenofovir Study): a randomised, double-blind, placebo-controlled phase 3 trial. Lancet. 2013;381(9883):2083–90.

    Article  PubMed  Google Scholar 

  15. WHO. Guideline on when to start antiretroviral therapy and on pre-exposure prophylaxis for HIV. Geneva: WHO; 2015.

    Google Scholar 

  16. Young I, McDaid L. How acceptable are antiretrovirals for the prevention of sexually transmitted HIV?: A review of research on the acceptability of oral pre-exposure prophylaxis and treatment as prevention. AIDS Behav. 2014;18(2):195–216.

    Article  PubMed  Google Scholar 

  17. King HL, Keller SB, Giancola MA, Rodriguez DA, Chau JJ, Young JA, Little SJ, Smith DM. Pre-exposure prophylaxis accessibility research and evaluation (PrEPARE Study). AIDS Behav. 2014;18(9):1722–5.

    Article  PubMed  PubMed Central  Google Scholar 

  18. Cohen SE, Vittinghoff E, Bacon O, Doblecki-Lewis S, Postle BS, Feaster DJ, Matheson T, Trainor N, Blue RW, Estrada Y, et al. High interest in preexposure prophylaxis among men who have sex with men at risk for HIV infection: baseline data from the US PrEP demonstration project. J Acquir Immune Defic Syndr. 2015;68(4):439–48.

    Article  PubMed  PubMed Central  Google Scholar 

  19. Hood JE, Buskin SE, Dombrowski JC, Kern DA, Barash EA, Katzi DA, Golden MR. Dramatic increase in preexposure prophylaxis use among MSM in Washington state. AIDS. 2016;30(3):515–9.

    PubMed  Google Scholar 

  20. Peng B, Yang X, Zhang Y, Dai J, Liang H, Zou Y, Luo J, Peng H, Zhong X, Huang A. Willingness to use pre-exposure prophylaxis for HIV prevention among female sex workers: a cross-sectional study in China. HIV/AIDS (Auckl). 2012;4:149–58.

    Google Scholar 

  21. Hoagland B, De Boni RB, Moreira RI, Madruga JV, Kallas EG, Goulart SP, Cerqueira N, Torres TS, Luz PM, Fernandes NM, et al. Awareness and willingness to use pre-exposure prophylaxis (PrEP) among men who have sex with men and transgender women in Brazil. AIDS Behav. 2016. doi:10.1007/s10461-016-1516-5.

    PubMed  Google Scholar 

  22. Goedel WC, Halkitis PN, Greene RE, Duncan DT. Correlates of awareness of and willingness to use pre-exposure prophylaxis (PrEP) in gay, bisexual, and other men who have sex with men who use geosocial-networking smartphone applications in New York City. AIDS Behav. 2016;20(7):1435–42.

    Article  PubMed  Google Scholar 

  23. Kuo I, Olsen H, Patrick R, Phillips G II, Magnus M, Opoku J, Rawls A, Peterson J, Hamilton F, Kharfen M, et al. Willingness to use HIV pre-exposure prophylaxis among community-recruited, older people who inject drugs in Washington, DC. Drug Alcohol Depend. 2016;164:8–13.

    Article  PubMed  Google Scholar 

  24. Young I, Li J, McDaid L. Awareness and willingness to use HIV Pre-exposure prophylaxis amongst gay and bisexual men in Scotland: implications for biomedical HIV prevention. PLoS ONE. 2013;8(5):e64038.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Gredig D, Uggowitzer F, Hassler B, Weber P, Nideröst S. Acceptability and willingness to use HIV pre-exposure prophylaxis among HIV-negative men who have sex with men in Switzerland. AIDS Care. 2016;28(sup1):44–7.

    Article  PubMed  PubMed Central  Google Scholar 

  26. Stein M, Thurmond P, Bailey G. Willingness to use HIV pre-exposure prophylaxis among opiate users. AIDS Behav. 2014;18(9):1694–700.

    Article  PubMed  PubMed Central  Google Scholar 

  27. Ferrer L, Folch C, Fernandez-Davila P, Garcia A, Morales A, Belda J, Susperregui A, Casabona J. Awareness of pre-exposure prophylaxis for HIV, willingness to use it and potential barriers or facilitators to uptake among men who have sex with men in Spain. AIDS Behav. 2016;20:1423–33.

    Article  CAS  PubMed  Google Scholar 

  28. Fisher JD, Fisher WA. Changing AIDS-risk behavior. Psychol Bull. 1992;111(3):455–74.

    Article  CAS  PubMed  Google Scholar 

  29. Fisher JD, Fisher WA, Amico KR, Harman JJ. An information-motivation-behavioral skills model of adherence to antiretroviral therapy. Health Psychol. 2006;25(4):462–73.

    Article  PubMed  Google Scholar 

  30. Bian C, Xu S, Wang H, Li N, Wu J, Zhao Y, Li P, Lu H. A study on the application of the information-motivation-behavioral skills (IMB) model on rational drug use behavior among second-level hospital outpatients in Anhui, China. PLoS ONE. 2015;10(8):e0135782.

    Article  PubMed  PubMed Central  Google Scholar 

  31. Fisher JD, Fisher WA, Bryan AD, Misovich SJ. Information-motivation-behavioral skills model-based HIV risk behavior change intervention for inner-city high school youth. Health Psychol. 2002;21(2):177–86.

    Article  PubMed  Google Scholar 

  32. Fisher JD, Fisher WA, Williams SS, Malloy TE. Empirical tests of an information-motivation-behavioral skills model of AIDS-preventive behavior with gay men and heterosexual university students. Health Psychol. 1994;13(3):238–50.

    Article  CAS  PubMed  Google Scholar 

  33. Ezeabogu I, Copenhaver MM, Potrepka J. The influence of neurocognitive impairment on HIV treatment outcomes among drug-involved people living with HIV/AIDS. AIDS Care. 2012;24(3):386–93.

    Article  PubMed  PubMed Central  Google Scholar 

  34. Rongkavilit C, Naar-King S, Kaljee LM, Panthong A, Koken JA, Bunupuradah T, Parsons JT. Applying the information-motivation-behavioral skills model in medication adherence among Thai youth living with HIV: a qualitative study. AIDS Patient Care STDs. 2010;24(12):787–94.

    Article  PubMed  PubMed Central  Google Scholar 

  35. Mayberry LS, Osborn CY. Empirical validation of the information-motivation-behavioral skills model of diabetes medication adherence: a framework for intervention. Diabetes Care. 2014;37(5):1246–53.

    Article  PubMed  PubMed Central  Google Scholar 

  36. Chang SJ, Choi S, Kim SA, Song M. Intervention strategies based on information-motivation-behavioral skills model for health behavior change: a systematic review. Asian Nurs Res. 2014;8(3):172–81.

    Article  Google Scholar 

  37. Huedo-Medina TB, Shrestha R, Copenhaver M. Modeling a theory-based approach to examine the influence of neurocognitive impairment on HIV risk reduction behaviors among drug users in treatment. AIDS Behav. 2016;20(8):1646–57.

    Article  PubMed  Google Scholar 

  38. Shrestha R, Huedo-Medina T, Krishnan A, Altice F, Copenhaver M. Examining the acceptability of mHealth technology in HIV prevention among high-risk drug users in treatment. AIDS Behav. 2016.

  39. Copenhaver MM, Lee IC, Baldwin P. A randomized controlled trial of the community-friendly health recovery program (CHRP) among high-risk drug users in treatment. AIDS Behav. 2013;17(9):2902–13.

    Article  PubMed  Google Scholar 

  40. Ward J, Darke S, Hall W. The HIV risk-taking behaviour scale (HRBS) manual. Sydney: National Drug and Alcohol Research Centre, University of New South Wales; 1999.

    Google Scholar 

  41. Shrestha R, Huedo-Medina T, Altice F, Karki P, Copenhaver M. Correlates of willingness to use pre-exposure prophylaxis (PrEP) and the likelihood of practicing safer drug- and sex-related risk behaviors while on PrEP among high-risk drug users in treatment. Drug Alcohol Depend. 2016.

  42. Schafer JL, Graham JW. Missing data: our view of the state of the art. Psychol Methods. 2002;7(2):147–77.

    Article  PubMed  Google Scholar 

  43. Muthén BO, Muthén LK. Mplus user’s guide. 7th ed. Los Angeles: Muthén & Muthén; 2012.

    Google Scholar 

  44. Arbuckle JL, Marcoulides GA, Schumacker RE. Full information estimation in the presence of incomplete data. Adv Struct Equ Model Issues Tech. 1996;243:277.

    Google Scholar 

  45. Barrett P. Structural equation modelling: adjudging model fit. Personal Individ Differ. 2007;42(5):815–24.

    Article  Google Scholar 

  46. Bentler PM. Comparative fit indexes in structural models. Psychol Bull. 1990;107(2):238–46.

    Article  CAS  PubMed  Google Scholar 

  47. Tucker L, Lewis C. A reliability coefficient for maximum likelihood factor analysis. Psychometrika. 1973;38(1):1–10.

    Article  Google Scholar 

  48. Steiger JH. Structural model evaluation and modification: an interval estimation approach. Multivar Behav Res. 1990;25(2):173–80.

    Article  CAS  Google Scholar 

  49. Byrne BM. Structural equation modeling with LISREL, PRELIS, and SIMPLIS: Basic concepts, applications, and programming. New York: Psychology Press; 2013.

    Google Scholar 

  50. Diamantopoulos A, Siguaw JA, Siguaw JA. Introducing LISREL: A guide for the uninitiated. Thousand Oaks: Sage; 2000.

    Book  Google Scholar 

  51. Santillán Torres Torija C, Villagrán Vázquez G, Robles Montijo SS, de Lourdes Eguiluz Romo L. The information and motivation and behavioral skills model of ART adherence among HIV-positive adults in Mexico. J Int Assoc Provid AIDS Care. 2015;14(4):335–42.

    Article  PubMed  Google Scholar 

  52. Starace F, Massa A, Amico KR, Fisher JD. Adherence to antiretroviral therapy: an empirical test of the information-motivation-behavioral skills model. Health Psychol. 2006;25(2):153–62.

    Article  PubMed  Google Scholar 

  53. Amico KR, Barta W, Konkle-Parker DJ, Fisher JD, Cornman DH, Shuper PA, Fisher WA. The information–motivation–behavioral skills model of ART adherence in a deep south HIV + clinic sample. AIDS Behav. 2009;13(1):66–75.

    Article  PubMed  Google Scholar 

  54. Osborn CY, Egede LE. Validation of an information-motivation-behavioral skills model of diabetes self-care (IMB-DSC). Patient Educ Couns. 2010;79(1):49–54.

    Article  PubMed  Google Scholar 

  55. Zhu C, Cai Y, Ma J, Li N, Zhu J, He Y, Redmon P, Qiao Y. Predictors of intention to smoke among junior high school students in Shanghai, China: an empirical test of the information-motivation-behavioral skills (IMB) model. PLoS ONE. 2013;8(11):e80482.

    Article  PubMed  PubMed Central  Google Scholar 

  56. Zhao YW, Wu JY, Wang H, Li NN, Bian C, Xu SM, Li P, Lu H, Xu L. A cross-sectional study assessing predictors of essential medicines prescribing behavior based on information-motivation-behavioral skills model among County Hospitals in Anhui, China. Chin Med J. 2015;128(21):2887–95.

    Article  PubMed  PubMed Central  Google Scholar 

Download references

Funding

This work was supported by grants from the National Institute on Drug Abuse for research (R01 DA025943 to FLA) and for career development (K24 DA017072 to FLA; K02 DA033139 to MMC).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Roman Shrestha.

Ethics declarations

Conflicts of interest

The authors have no conflicts of interest to disclose.

Ethical Approval

The study protocol was approved by the Investigational Review Board (IRB) at the University of Connecticut and received board approval from APT Foundation Inc. 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.

Appendix

Appendix

Brief description of pre-exposure prophylaxis (PrEP) provided to the participants.

There is a new way to prevent HIV infection for people who may be exposed to the virus. It is called Pre-Exposure Prophylaxis or PrEP. It involves an HIV-negative person taking a pill daily, on an ongoing basis (starting before an exposure and continuing after for as long as the person is at risk) to reduce their risk of HIV infection. Research suggests that PrEP is generally safe and is highly effective (over 90%) in preventing HIV infection if taken every day. It is much less effective if not taken every day and does not protect against other sexually transmitted infections. Taking PrEP would require a visit to a doctor every three months in order to be tested for HIV, STIs and side effects.”

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Shrestha, R., Altice, F.L., Huedo-Medina, T.B. et al. Willingness to Use Pre-Exposure Prophylaxis (PrEP): An Empirical Test of the Information-Motivation-Behavioral Skills (IMB) Model among High-Risk Drug Users in Treatment. AIDS Behav 21, 1299–1308 (2017). https://doi.org/10.1007/s10461-016-1650-0

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10461-016-1650-0

Keywords

Navigation