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Marshall MR, Curd S, Kennedy J, Khatri D, Lee S, Pireva K, Taule’alo O, Tiavale-Moore P, Wolley MJ, Ma TM, Kam AL, Suh JS, Aspden TJ. Structural Equation Modelling to Identify Psychometric Determinants of Medication Adherence in a Survey of Kidney Dialysis Patients. Patient Prefer Adherence 2024; 18:855-878. [PMID: 38645697 PMCID: PMC11032681 DOI: 10.2147/ppa.s454248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 03/26/2024] [Indexed: 04/23/2024] Open
Abstract
Purpose Medication non-adherence in dialysis patients is associated with increased mortality and higher healthcare costs. We assessed whether medication adherence is influenced by specific psychometric constructs measuring beliefs about the necessity for medication and concerns about them. We also tested whether medication knowledge, health literacy, and illness perceptions influenced this relationship. Patients and Methods This study is based on data from a cross-sectional in-person questionnaire, administered to a random sample of all adult dialysis patients at a teaching hospital. The main outcome was self-assessed medication adherence (8-Item Morisky Medication Adherence Scale). The predictors were: concerns about medications and necessity for medication (Beliefs About Medication Questionnaire); health literacy; medication knowledge (Medication Knowledge Evaluation Tool); cognitive, emotional, and comprehensibility Illness perceptions (Brief Illness Perception Questionnaire). Path analysis was performed using structural equations in both covariance and variance-based models. Results Necessity for medication increased (standardized path coefficient [β] 0.30 [95% CI 0.05, 0.54]) and concerns about medication decreased (standardized β -0.33 [-0.57, -0.09]) medication adherence, explaining most of the variance in outcome (r2=0.95). Medication knowledge and cognitive illness perceptions had no effects on medication adherence, either directly or indirectly. Higher health literacy, greater illness comprehension, and a more positive emotional view of their illness had medium-to-large sized effects in increasing medication adherence. These were indirect rather and direct effects mediated by decreases in concerns about medications (standardized β respectively -0.40 [-0.63,-0.16], -0.60 [-0.85, -0.34], -0.33 [-0.52, -0.13]). Conclusion Interventions that reduce patients' concerns about their medications are likely to improve adherence, rather than interventions that increase patients' perceived necessity for medication. Improving patients' general health literacy and facilitating a better understanding and more positive perception of the illness can probably achieve this. Our study is potentially limited by a lack of generalizability outside of the population and setting in which it was conducted.
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Affiliation(s)
- Mark R Marshall
- School of Medicine, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
- Department of Medicine, Tauranga Hospital, Hauora a Toi Bay of Plenty, Tauranga, New Zealand
- Department of Renal Medicine, Middlemore Hospital, Counties Manukau Health, Auckland, New Zealand
| | - Samantha Curd
- School of Pharmacy, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Julia Kennedy
- School of Pharmacy, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Dharni Khatri
- School of Pharmacy, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Sophia Lee
- School of Pharmacy, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Krenare Pireva
- School of Pharmacy, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Olita Taule’alo
- School of Pharmacy, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Porsche Tiavale-Moore
- School of Pharmacy, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Martin J Wolley
- Department of Renal Medicine, Middlemore Hospital, Counties Manukau Health, Auckland, New Zealand
- Endocrine Hypertension Research Centre, University of Queensland Frazer Institute, Greenslopes and Princess Alexandra Hospitals, Brisbane, Queensland, Australia
- Department of Nephrology, Royal Brisbane and Women’s Hospital, Brisbane, Queensland, Australia
| | - Tian M Ma
- Department of Renal Medicine, Middlemore Hospital, Counties Manukau Health, Auckland, New Zealand
- Institute for Innovation + Improvement, North Shore Hospital, Auckland, New Zealand
| | - Angela L Kam
- Department of Renal Medicine, Middlemore Hospital, Counties Manukau Health, Auckland, New Zealand
- Barts Health NHS Trust, London, UK
| | - Jun S Suh
- Department of Renal Medicine, Middlemore Hospital, Counties Manukau Health, Auckland, New Zealand
| | - Trudi J Aspden
- School of Pharmacy, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
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Biney IJK, Kyei KA, Ganu VJ, Kenu E, Puplampu P, Manortey S, Lartey M. Antiretroviral therapy adherence and viral suppression among HIV-infected adolescents and young adults at a tertiary hospital in Ghana. AFRICAN JOURNAL OF AIDS RESEARCH : AJAR 2021; 20:270-276. [PMID: 34905452 DOI: 10.2989/16085906.2021.1998783] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
With the introduction of antiretroviral therapy (ART), many HIV-infected children are growing into adolescence and adulthood. A facility-based cross-sectional study was conducted at the Fevers Unit of one of the teaching hospitals in Ghana. The Morisky Medication Adherence Scale (MMAS-8) and pill count were used to assess adherence, while measured viral load levels of participants were used to assess viral suppression. The rate of viral suppression (<400 copies/ml) was 68.2%. Participants with high MMAS-8 scores were 8.4 times more likely to be virally suppressed compared to those with low MMAS-8 scores (OR = 8.4, p = 0.003, 95% CI: 2.11-33.48). The commonest reason for missing doses of their antiretroviral drugs (ARVs) was forgetfulness. Efforts must be made by all stakeholders involved in HIV care to engage adolescents and young adults living with HIV (AYALHIV) on personal and/or group levels to help identify and improve particular ART adherence issues so as to increase viral suppression rates.
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Affiliation(s)
| | - Kofi Adesi Kyei
- School of Biomedical and Allied Health Sciences, University of Ghana, Accra, Ghana
| | - Vincent Jessey Ganu
- Fevers Unit, Department of Medicine, Korle Bu Teaching Hospital, Accra, Ghana
| | - Ernest Kenu
- Fevers Unit, Department of Medicine, Korle Bu Teaching Hospital, Accra, Ghana
- School of Public Health, University of Ghana, Accra, Ghana
| | - Peter Puplampu
- Fevers Unit, Department of Medicine, Korle Bu Teaching Hospital, Accra, Ghana
| | | | - Margaret Lartey
- Fevers Unit, Department of Medicine, Korle Bu Teaching Hospital, Accra, Ghana
- School of Medicine and Dentistry, University of Ghana, Accra, Ghana
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Mitzel LD, Foley JD, Sweeney SM, Park A, Vanable PA. Medication Beliefs, HIV-Related Stigmatization, and Adherence to Antiretroviral Therapy: An Examination of Alternative Models. Behav Med 2021; 47:40-50. [PMID: 31290726 DOI: 10.1080/08964289.2019.1629386] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
HIV-related stigma and beliefs about medication necessity and concerns have separately demonstrated significant associations with antiretroviral adherence in people with HIV. However, no work has examined both of these associations in the same model. Based on the necessity-concerns framework, this study examined four alternative models of relationships among HIV-related stigma, medication beliefs, and adherence. Cross-sectional analyses were used to test the four alternative models to best depict associations among HIV-related stigma, medication beliefs, and medication adherence. Models tested included two indirect effects models, an interaction model, and a simple predictors model with no interaction or indirect effects. The outcome variable was HIV medication adherence, and model fit was determined by variance accounted for, Akaike information criterion (AIC), and Bayesian information criterion (BIC) values. An interaction model between internalized stigma and medication concerns accounted for the most variance in adherence. There was also a significant indirect effect of internalized stigma on adherence via medication concerns. Medication concerns are a promising target for interventions focusing on increasing adherence among people with HIV.
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Affiliation(s)
| | | | | | - Aesoon Park
- Department of Psychology, Syracuse University
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Cardoso TS, Costa JDO, Reis EA, Silveira MR, Bonolo PDF, Santos SFD, Ceccato MDGB. Which antiretroviral regimen is associated with higher adherence in Brazil? A comparison of single, multi, and dolutegravir-based regimens. CAD SAUDE PUBLICA 2019; 35:e00115518. [PMID: 31531518 DOI: 10.1590/0102-311x00115518] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Accepted: 04/05/2019] [Indexed: 11/22/2022] Open
Abstract
We evaluated adherence to highly active antiretroviral therapy (HAART) and its associated factors according to the type of regimen in patients initiating treatment in Belo Horizonte, Minas Gerais State, Brazil. We measured adherence using the eight items Morisky Therapeutic Adhesion Scale (MMAS-8) and compared the use of "backbone" tenofovir/lamivudine plus efavirenz one tablet once-daily (STR) or dolutegravir in multi-tablet once-daily (MTR-DTG), or other multi-tablet regimens (MTR-other). We conducted a multivariate logistic regression analysis to address factors associated with adherence. A total of 393 patients were included, 254 used STR, 106 MTR-DTG, and 33 MTR-other. The overall adhesion rate was 44.8% (95%CI: 39.4; 50.1), 50% for MTR-DTG, 43.3% for STR and 39.4% for MTR-other. Multivariate analysis showed a higher chance of adherence among patients using MTR-DTG, those who received and understood counseling about their treatment and with a higher quality of life. Prior use of illicit drugs in the lifetime was associated with poorer adherence. Overall adherence was low, highlighting the need for strategies focusing on counseling about medicines and substance use. Pill burden was not an issue for patients using MTR-DTG once-daily, who achieved better results.
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Mitzel LD, Vanable PA. Necessity and concerns beliefs and HIV medication adherence: a systematic review. J Behav Med 2019; 43:1-15. [PMID: 31396819 DOI: 10.1007/s10865-019-00089-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Accepted: 07/30/2019] [Indexed: 01/02/2023]
Abstract
According to the Necessity-Concerns Framework, beliefs about medication necessity and concerns are two core themes from diverse patient medication beliefs across chronic illnesses that may directly influence adherence. Past work has supported associations of necessity and concerns to adherence in the chronic disease literature and in HIV research. However, there has not been a focused review of the literature on associations of necessity and concerns to HIV medication adherence, nor on what variables may influence these associations. This systematic review synthesized findings from 26 studies regarding associations of necessity and concerns to HIV medication adherence. Both beliefs showed small, clinically significant effects on adherence. A subset of studies identified perceptions of healthcare providers as determinants of necessity and concerns beliefs with indirect effects on adherence. Overall, necessity and concerns demonstrated clinically significant associations to adherence among people with HIV.
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Affiliation(s)
- Luke D Mitzel
- Department of Psychology, Syracuse University, 430 Huntington Hall, Syracuse, NY, 13244, USA.
| | - Peter A Vanable
- Department of Psychology, Syracuse University, 430 Huntington Hall, Syracuse, NY, 13244, USA
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Ask women living with HIV what's needed to achieve safe pregnancies in serodifferent relationships. J Int AIDS Soc 2018; 20:21469. [PMID: 28361504 PMCID: PMC5577728 DOI: 10.7448/ias.20.2.21469] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
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Orza L, Bass E, Bell E, Crone ET, Damji N, Dilmitis S, Tremlett L, Aidarus N, Stevenson J, Bensaid S, Kenkem C, Ross GV, Kudravtseva E, Welbourn A. In Women's Eyes: Key Barriers to Women's Access to HIV Treatment and a Rights-Based Approach to their Sustained Well-Being. Health Hum Rights 2017; 19:155-168. [PMID: 29302173 PMCID: PMC5739367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
There is rightly a huge global effort to enable women living with HIV to have long productive lives, through treatment access. However, many women living with HIV experience violence against women (VAW), in both domestic and health care settings. The ways in which VAW might prevent treatment access and adherence for women has not to date been reviewed coherently at the global level, from women's own perspectives. Meanwhile, funding for global health care, including HIV treatment, is shrinking. To optimize women's health and know how best to optimize facilitators and minimize barriers to access and adherence, especially in this shrinking funding context, we need to understand more about these issues from women's own perspectives. In response, we conducted a three-phase review: (1) a literature review (phase one); (2) focus group discussions and interviews with nearly 200 women living with HIV from 17 countries (phase two); and (3) three country case studies (phase three). The results presented here are based predominantly on women's own experiences and are coherent across all three phases. Recommendations are proposed regarding laws, policies, and programs which are rights-based, gendered, and embrace diversity, to maximize women's voluntary, informed, confidential, and safe access to and adherence to medication, and optimize their long-term sexual and reproductive health.
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Affiliation(s)
- Luisa Orza
- SRHR Technical Lead at the International HIV/AIDS Alliance
| | - Emily Bass
- Director of strategy and content at AVAC
| | - Emma Bell
- Independent consultant, Sophia Forum trustee, and senior associate at Social Development Direct
| | | | - Nazneen Damji
- Policy advisor for Gender Equality, HIV, and Health at UN Women
| | | | - Liz Tremlett
- Independent consultant based in Kathmandu, Nepal
| | - Nasra Aidarus
- Supported this project while working at AVAC: Global Advocacy for HIV Prevention in New York City
| | - Jacqui Stevenson
- Lead for research and analysis at the ATHENA Initiative and a PhD candidate at the University of Greenwich, UK
| | - Souhaila Bensaid
- Living with HIV in Tunisia. She is founder of the Tunisian Association of Positive Prevention for women and girls, sex workers, and MSM living with HIV
| | - Calorine Kenkem
- Woman living with HIV from Cameroon, who used to work with the Cameroonian Network of Positive Women
| | - Gracia Violeta Ross
- Bolivian advocate and social anthropologist with expertise in gender, sexual and reproductive health
| | | | - Alice Welbourn
- Woman living with HIV and is founding director of the Salamander Trust
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