Abstract
Objective The primary aim of this study was to test a psychosocial model of medication adherence among people taking antiretroviral medications. This model was based primarily on social cognitive theory and included personal (self-efficacy, outcome expectancy, stigma, depression, and spirituality), social (social support, difficult life circumstances), and provider (patient satisfaction and decision-making) variables. Design The data for this analysis were obtained from the parent study, which was a randomized controlled trial (Get Busy Living) designed to evaluate an intervention to foster medication adherence. Factor analysis was used to develop the constructs for the model, and structural equation modeling was used to test the model. Only baseline data were used in this cross sectional analysis. Methods Participants were recruited from a HIV/AIDS clinic in Atlanta, GA. Prior to group assignment, participants were asked to complete a questionnaire that included assessment of the study variables. Results A total of 236 participants were included in the analysis. The mean age of the participants was 41 years; the majority were male, and most were African-American. In the final model, self-efficacy and depression demonstrated direct associations with adherence; whereas stigma, patient satisfaction, and social support were indirectly related to adherence through their association with either self-efficacy or depression. Conclusion These findings provide evidence to reinforce the belief that medication-taking behaviors are affected by a complex set of interactions among psychosocial variables and provide direction for adherence interventions.
Similar content being viewed by others
References
Airlie, J., Baker, G. A., Smith, S. J., & Young, C. A. (2001). Measuring the impact of multiple sclerosis on psychosocial functioning: The development of a new self-efficacy scale. Clinical Rehabilitation, 15, 259–265.
Altice, F. L., Mostashari, F., & Friedland, G. H. (2001). Trust and the acceptance of and adherence to antiretroviral therapy. Journal of Acquired Immune Deficiency Syndromes, 28, 47–58.
Ammassari, A., Trotta, M. P., Murri, R., Castelli, F., Narciso, P., Noto, P., Vecchiet, J., D’Arminio Monforte, A., Wu, A. W., Antinori, A., & AdICoNA Study Group (2002). Correlates and predictors of adherence to highly active antiretroviral therapy: Overview of published literature. Journal of Acquired Immune Deficiency Syndromes, 31, S3:s123–s127.
Ammassari, A., Antinori, A., Aloisi, M., Trotta, M., Murri, R., Bartoli, L., D’Arminio Monforte, A., Wu, A. W., & Starace, F. (2004). Depressive symptoms, neurocognitive impairment, and adherence to highly active antiretroviral therapy among HIV-infected persons. Psychosomatics, 45, 394–402.
Anderson, L. A., DeVellis, R. F., Boyles, B., & Feussner, J. R. (1989). Patients’ perceptions of their clinical interactions: Development of the multidimensional desire for control scales. Health Education Research, 4, 383–397.
Arnstein, P., Caudill, M., Mandle, C. L., Norris, A., & Beasley, R. (1999). Self efficacy as a mediator of the relationship between pain intensity, disability and depression in chronic pain patients. Pain, 80, 483–491.
Bandura, A. (1997). Self-efficacy: The exercise of control. New York: W. H. Freeman and Company.
Bangsberg, D. R., Perry, S., Charlebois, E. D., Clark, R. A., Roberston, M., Zolopa, A. R., & Moss, A. (2001). Non-adherence to highly active antiretroviral therapy predicts progression to AIDS. AIDS, 15, 1181–1183.
Barnard, K. E. (1994). Difficult life circumstances scale. Seattle: NCAST Publications.
Bartlett, J. A., DeMasi, R., Quinn, J., Moxham, C., & Rousseau, F. (2001). Overview of the effectiveness of triple combination therapy in antiretroviral-naive HIV-1 infected adults. AIDS, 15, 1369–1377.
Brandt, P. A., & Weinert, C. (1981). The PRQ-A social support measure. Nursing Research, 30, 227–230.
Browne, M. W., & Cudeck, R. (1993). Alternative ways of assessing model fit. In K. A. Bollen & J. S. Long (Eds.), Testing structural equation models (pp. 136–162). Newbury Park: Sage.
Catz, S. L., Kelly, J. A., Bogart, L. M., Benotsch, E. G., & McAuliffe, T. L. (2000). Patterns, correlates, and barriers to medication adherence among persons prescribed new treatments for HIV disease. Health Psychology, 19, 124–133.
Chesney, M. A., Chambers, D. B., Ickovics, J. R., Gifford, A. L., Neidig, J., Zwickl, B., & Wu, A. W. (2000). Self-reported adherence to antiretroviral medications among participants in HIV clinical trials: The AACTG adherence instruments. AIDS CARE, 12, 255–267.
Coleman, C. (2004). The contribution of religious and existential well-being to depression among African American heterosexuals with HIV infection. Issues in Mental Health Nursing, 25, 103–110.
DiIorio, C., Shafer, P. O., Letz, R., Henry, T. R., Schomer, D. L., & Yeager, K. A. (2004). Project EASE: A study to test a psychosocial model of epilepsy medication management. Epilepsy and Behavior, 5, 926–936.
DiIorio, C., McCarty, F., Resnicow, K., Holstad, M. M., Soet, J., Yeager, K., Sharma, S. M., Morisky, D. E., & Lundberg, B. (2007, in press). Using motivational interviewing to promote adherence to antiretroviral medications: A randomized controlled study. AIDS Cure.
DiMatteo, M. R. (2003). Future directions in research on consumer-provider communication and adherence to cancer prevention and treatment. Patient Education and Counseling, 50, 23–26.
Fogarty, L., Roter, D., Larson, S., Burke, J., Gillespie, J., & Levy, R. (2002). Patient adherence to HIV medication regimens: A review of published and abstract reports. Patient Education and Counseling, 46, 93–108.
Gifford, A. L., Bormann, J. E., Shively, M. J., Wright, B. C., Richman, D. D., & Bozzette, S. A. (2000). Predictors of self-reported adherence and plasma HIV concentrations in patients in multidrug antiretroviral regimens. JAIDS Journal of Acquired Immune Deficiency Syndromes, 23, 386–395.
Godin, G., Cote, J., Naccache, H., Lambert, L. D., & Trottier, S. (2005). Prediction of adherence to antiretroviral therapy: A one-year longitudinal study. AIDS CARE, 17, 493–504.
Goffman, E. (1963). Stigma: Notes on the management of spoiled identity. Englewood Cliffs: Prentice-Hall, Inc.
Goldstein, R. B., Johnson, M. O., Rotheram-Borus, M. J., Kirshenbaum, S. B., Pinto, R. M., Kittel, L., Pequegnat, W., Mickalian, M. A., Weinhardt, L. S., Kelly, J. A., Lightfoot, M., & NIMH Healthy Living Project Team (2005). Psychological distress, substance use, and adjustment among parents living with HIV. Journal of the American Board of Family Practice, 18, 362–373.
Golin, C. E., Liu, H., Hays, R. D., Miller, L. G., Beck, C. K., Ickovics, J., Kaplan, A. H., & Wenger, N. S. (2002). A prospective study of predictors of adherence to combination antiretroviral medication. Journal of General Internal Medicine, 17, 756–765.
Gonzalez, J. S., Penedo, F. J., Antoni, M. H., Duran, R. E., Fernandez, M. I., McPherson-Baker, S., Ironson, G., Klimas, N. G., Fletcher, M. A., & Schneiderman, N. (2004). Social support, positive states of mind, and HIV treatment adherence in men and women living with HIV/AIDS. Health Psychology, 23, 413–418.
Heisler, M., Bouknight, R., Hayward, R. A, Smith, D. M., & Kerr, E. A. (2002). The relative importance of physician communication, participatory decision making, and patient understanding in diabetes self-management. Journal of General Internal Medicine, 17, 243–251.
Howard, A. A., Arnsten, J. H., Lo, Y., Vlahov, D., Rich, J. D., Schuman, P., Stone, V. E., Smith, D. K., Schoenbaum, E. E., & HER Study Group. (2002). A prospective study of adherence and viral load in a large multi-center cohort of HIV-infected women. AIDS, 16, 2175–2182.
Ickovics, J. R., Cameron, A., Zackin, R., Bassett, R., Chesney, M., Johnson, V. A., Kuritzkes, D. R., & Adult AIDS Clinical Trials Group 370 Protocol Team (2002). Consequences and determinants of adherence to antiretroviral medication: Results from Adult AIDS Clinical Trials Group Protocol 370. Antiviral Therapy, 7, 185–193.
Ironson, G., Solomon, G. F., Balbin, E. G., O’Cleirigh, C., George, A., Kumar, M., Larson, D., & Woods, T. E. (2002). The Ironson–Woods Spirituality/Religiousness Index is associated with long survival, health behaviors, less distress, and low cortisol in people with HIV/AIDS. Annals of Behavioral Medicine, 24, 34–48.
Jöreskog, K., & Sorbom, D. (1984). LISREL-VI user’s guide (3rd ed.). Mooresville: Scientific Software.
Kleeberger, C. A., Buechner, J., Palella, F., Detels, R., Riddler, S., Godfrey, R., & Jaconson, L. P. (2004). Changes in adherence to highly active antiretroviral therapy medications in the multicenter AIDS cohort study. AIDS, 18, 683–688.
Latkin, C. A., Tobin, K. E., & Gilbert, S. H. (2002). Shun or support: The role of religious behaviors and HIV-related health care among drug users in Baltimore, Maryland. AIDS and Behavior, 6, 321–329.
Lee, R. S., Kochman, A., & Sikkema, K. (2002). Internalized stigma among people living with HIV-AIDS. AIDS and Behavior, 6, 309–319.
MacCallum, R. C. (1986). Specification searches in covariance structure modeling. Psychological Bulletin, 100, 107–120.
Machtinger, E., & Bangsberg, D. R. (2005). Adherence to HIV antiretroviral therapy. In L. Peiperl & P. A. Volberding (Eds.), HIV insite knowledge base [textbook on-line]. Available at http://hivinsite.ucsf.edu/InSite?page=kb-03-02-09
Marsh, H., & Hocevar, D. (1985). Application of confirmatory factor analysis to the study of self-concept: First and higher order factor models and their invariance across groups. Psychological Bulletin, 97, 562–582.
Marshall, G., Hays, R., Sherbourne, C., & Wells, K. (1993). The structure of patient satisfaction with outpatient medical care. Psychological Assessment, 5, 477–483.
Mazure, C. M., & Maciejewski, P. K. (2003). A model of risk for major depression: Effects of life stress and cognitive style vary by age. Depression and Anxiety, 17, 26–33.
Mostashari, F., Riley, E., Selwyn, P. A., & Altice, F. L. (1998). Acceptance and adherence with antiretroviral therapy among HIV-infected women in a correctional facility. Journal of Acquired Immune Deficiency Syndromes & Human Retrovirology, 18, 341–348.
Murphy, D. A., Marelich, W. D., Hoffman, D., & Steers, W. N. (2004). Predictors of antiretroviral adherence. AIDS CARE, 16, 471–484.
Ong, A. D., & Walsh, D. A. (2001). Nicotine dependence, depression, and the moderating role of goal cognitions. Psychology of Addictive Behaviors, 15, 252–254.
Paloutzian, R. F., & Ellison, C. W. (1982). Loneliness, spiritual well-being and quality of life. In L. A. Peplau & D. Perlman (Eds.), Loneliness: A sourcebook of current theory, research and therapy (pp 224–237). New York: Wiley Interscience.
Paterson, D. L., Swindells, S., Mohr, J., Brester, M., Vergis, E. N., Squier, C., Wagener, M. M., & Singh, N. (2000). Adherence to protease inhibitor therapy and outcomes in patients with HIV infection. Annals of Internal Medicine, 133, 21–30.
Pequegnat, W., Bauman, L. J., Bray, J. H., DiClemente, R., DiIorio, C., Hoppe, S. K., Jemmott, L. S., Krauss, B., Miles, M., Paikoff, R., Rapkin, B., Rotheram-Borus, M. J., Szapocznik, J. (2001). Measurement of the role of families in prevention and adaptation to HIV/AIDS. AIDS and Behavior, 5, 1–19.
Radloff, L. S. (1977). The CES-D scale: A self-report depression scale for research in the general population. Applied Psychological Measurement, 1, 385–401.
Schneider, J., Kaplan, S. H., Greenfield, S., Wenjun, L., & Wilson, I. B. (2004). Better physician-patient relationships are associated with higher reported adherence to antiretroviral therapy in patients with HIV infection. Journal of General Internal Medicine, 19, 1096–1103.
Simoni, J. M., Frick, P. A., Lockhart, D., & Liebovitz, D. (2002). Mediators of social support and antiretroviral adherence among an indigent population in New York City. AIDS Patient Care and STDS, 16, 431–439.
Sledjeski, E. M., Delahanty, D. L., & Bogart, L. M. (2005). Incidence and impact of posttraumatic stress disorder and comorbid depression on adherence to HAART and CD4+ counts in people living with HIV. AIDS Patient Care and STDs, 19, 728–736.
Sowell, R., Moneyham, L., Hennessy, M., Guillory, J., Demi, A., & Seals, B. (2000). Spiritual activities as a resistance resource for women with human immunodeficiency virus. Nursing Research, 49, 73–82.
Sterk, C., Klein, H., & Elifson, K.W. (2003). Perceived condom use self-efficacy among at-risk women. AIDS and Behavior, 7, 175–182.
Tuldra, A., Ferrer, M. J., Fumaz, C. R., Bayes, R., Paredes, R., Burger, D. M, & Clotet, B., (1999). Monitoring adherence to HIV Therapy. Archives of Internal Medicine, 159, 1376–1377.
Viswanathan, H., Anderson, R., & Thomas, J., 3rd. (2005). Evaluation of an antiretroviral medication attitude scale and relationships between medication attitudes and medication nonadherence. AIDS Patient Care and STDs, 19, 306–316.
Acknowledgments
This study was funded by a grant from the National Institute of Nursing Research R01 NR04857. We wish to acknowledge the assistance of the Infectious Disease Program in the conduction of this study. We appreciate the assistance of the staff and the contributions of the participants who enrolled in the study.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
DiIorio, C., McCarty, F., DePadilla, L. et al. Adherence to Antiretroviral Medication Regimens: A Test of a Psychosocial Model. AIDS Behav 13, 10–22 (2009). https://doi.org/10.1007/s10461-007-9318-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10461-007-9318-4