In brief
This research programme, SUPA, developed a cognitive-behavioural therapy-based intervention to improve ART uptake and adherence among PLWH. While an underpowered RCT found no significant difference on primary MEMS adherence rates between the CBT intervention plus standard care and standard care alone, participants...
What this article is about
Quick Answer
This research programme, SUPA, developed a cognitive-behavioural therapy-based intervention to improve ART uptake and adherence among PLWH. While an underpowered RCT found no significant difference on primary MEMS adherence rates between the CBT intervention plus standard care and standard care alone, participants receiving CBT reported significantly greater reductions in ART concerns, intrusiveness, and depression scores at 12 months. The intervention was also cost-effective within the first year of follow-up (£9143 per QALY gained). Recruitment challenges were a major limitation.
Student takeaways
Key Takeaways
- The SUPA intervention did not significantly improve primary medication event monitoring system (MEMS) adherence rates as defined by >80% months with ≥90% monthly adherence compared to care as usual.
- Participants receiving the CBT-based SUPA intervention showed a 7.5% statistically significant improvement in median MEMS adherence at 12 months compared to those receiving only care as usual (66.5% vs. 61.9%).
- The SUPA intervention led to significantly greater reductions in ART concerns, ART intrusiveness, and depression scores among participants compared to those receiving standard care alone.
- The CBT-based intervention was found to be cost-effective within the first year of follow-up (£9143 per quality-adjusted life-year gained).
- Recruitment for the RCT was challenging, resulting in an underpowered study with only 143 participants randomised (72 to CAU, 71 to CBT), which limited the ability to detect significant differences on primary outcomes.
Student summary
Why This Research Matters
This article, "Supporting antiretroviral therapy uptake and adherence: the SUPA research programme and RCT," investigates strategies to improve how people living with HIV (PLWH) start their treatment and stick to it. The study is important because even though HIV treatments are very effective in the UK, some individuals delay starting them or don't take them as prescribed. This can lead to worse health outcomes for those PLWH, a higher risk of spreading HIV to others, and increased costs for the National Health Service (NHS). The main goal was to develop an intervention that addresses both the beliefs people have about their medication (like concerns about side effects or doubts about its necessity) and practical difficulties they face in taking it. This approach is based on previous research showing these factors are key.
The SUPA programme, which stands for Supporting UPtake and Adherence to antiretroviral therapy, involved several stages of research. First, researchers talked with 52 people from Black African and Caribbean communities who were living with HIV about their experiences and beliefs regarding treatment. This helped identify specific cultural factors influencing adherence that hadn't been explored in detail before. Next, they refined a questionnaire called the Beliefs about Medicines Questionnaire (BMQ) to better measure these perceptions of antiretroviral therapy (ART). Using this information, they developed an intervention designed around cognitive-behavioural therapy (CBT) principles.
The core of the study was a randomised controlled trial. Participants were randomly assigned to either receive standard care as usual (CAU), or CAU plus the new SUPA CBT-based intervention. The intervention included educational materials like videos and booklets, along with up to four sessions where participants could discuss their concerns and learn strategies for managing ART in their daily lives.
The study looked at several outcomes. For medication adherence, they used a device called a Medication Event Monitoring System (MEMS) cap that records when pill bottles are opened. The primary outcome was defined as achieving good adherence (>90% of days with full adherence) in more than 80% of the months under follow-up after starting ART.
The results showed some interesting things, but also highlighted challenges common in research involving hard-to-reach populations. Recruitment for the trial was slower and harder than expected; only 143 people were randomised (72 to CAU, 71 to CBT), which is fewer than initially planned. This made it difficult to detect a significant difference on the primary adherence outcome using MEMS data from those who had enough information available for analysis (n=112). Specifically, there was no statistically significant effect of the SUPA intervention compared to CAU on this main measure.
However, looking at secondary outcomes provided more positive news. Participants in the CBT group showed a 7% improvement in median percentage adherence by MEMS compared to those receiving only CAU (61.9% vs. 66.5%). More importantly for patient well-being, people who received the SUPA intervention reported significant benefits: they experienced a greater reduction in concerns about ART, less interference of ART with their daily lives (ART intrusiveness), and lower depression scores between baseline and 12 months compared to those receiving CAU alone.
From an economic perspective, providing the CBT-based intervention was found to be cost-effective within the first year. It resulted in 0.056 more quality-adjusted life-years (QALYs) for participants than standard care at a cost of £9143 per QALY gained during this period. This suggests it offers good value for money from an NHS perspective in the short term.
The study also had some limitations, primarily related to recruitment difficulties and the challenges of measuring adherence accurately over time with tools like MEMS. Despite these, the SUPA programme successfully developed a pragmatic intervention based on sound theory (addressing perceptual and practical barriers) that was shown to improve patient well-being and quality of life for those who received it.
For nursing students, this study is valuable because it demonstrates how research can be used to develop interventions tailored to specific populations. It highlights the importance of considering both psychological factors (like beliefs about medication) and practical issues when supporting patients with long-term conditions like HIV. The use of CBT in a healthcare setting also shows an example of evidence-based practice being applied.
When appraising this research, students should consider several things: Was the study design appropriate for its aims? How were participants selected, and was there any bias in recruitment or retention? Were the outcome measures valid and reliable (e.g., MEMS is a good objective measure but can have issues with compliance)? What are the implications of an underpowered trial when interpreting negative results on primary outcomes?
It's also important to note that while this study provides valuable insights, it was conducted in specific NHS clinics. The findings might need further testing or adaptation for different settings or populations. The source metadata indicates this is a DOAJ-listed open access article from the journal "Programme Grants for Applied Research." This means the full text should be freely available via the provided DOI link (https://doi.org/10.3310/KPPW8401). Students can use this to read the original paper and verify details, including any supplementary materials or additional analyses not covered in this summary.
A nurse would reason from this evidence by considering how these findings could be applied in practice. If a patient is struggling with ART adherence due to concerns about side effects or practical difficulties, referring them for CBT-based support like the SUPA intervention might help improve their well-being and potentially their long-term health outcomes, even if it doesn't guarantee higher medication event monitoring system scores on its own in all cases. The cost-effectiveness data also provides a useful argument for advocating for such interventions within healthcare systems.
In summary, this research programme aimed to make ART uptake and adherence better by addressing the complex mix of beliefs and practical issues that can get in the way. While it didn't definitively prove its intervention improved objective medication-taking rates as measured by MEMS due to trial limitations, it did show clear benefits for patient well-being and was cost-effective short-term.
Source abstract
Study Overview
Background Antiretroviral therapy has transformed human immunodeficiency virus infection intoa chronic condition associated with normal life expectancy. In the United Kingdom, the uptake of antiretroviral therapy is generally high, but a delay in starting antiretroviral therapy and non-adherence compromise the health and well-being of people living with human immunodeficiency virus, increase the risk of transmission of human immunodeficiency virus and increase National Health Service costs. Objectives The overall aim was to improve antiretroviral therapy uptake and adherence by addressing perceptual and practical barriers. The objectives were to (1) identify culturally specific beliefs and other factors influencing uptake of and adherence to antiretroviral therapy that have not emerged in previous research; (2) refine existing methods for assessing perceptual and practical barriers to antiretroviral therapy uptake and adherence; (3) develop an intervention to increase antiretroviral therapy uptakeand adherence; (4) determine intervention feasibility and acceptability; (5) evaluate intervention efficacy;(6) assess the short- and long-term costs and cost-effectiveness of the interventions and (7) prepare for implementation within the National Health Service. Design Objective 1 – in-depth interviews with Black African and Black Caribbean people living with human immunodeficiency virus (n = 52); objective 2 – adaptation of the Beliefs about Medicines Questionnaire; objective 3 – development of the Supporting UPtake and Adherence to antiretroviral therapy service intervention; objective 4 – feasibility study (n = 213) and acceptability/process interviews (n = 24); objective 5 – observational study (n = 484) and randomised controlled trial (n = 143); objective 6 – systematic review, cost-effectiveness analysis (n = 210) and economic modelling; and objective 7 – preparatory implementation work with people living with human immunodeficiency virus and human immunodeficiency virus clinic staff. Setting National Health Service human immunodeficiency virus clinics in England with a high proportion of ethnic minority populations. Participants People living with human immunodeficiency virus. Interventions Adherence support – cognitive–behavioural therapy plus care as usual. Main outcome measures Workstream 1 – adapted Beliefs about Medicines Questionnaire–antiretroviral therapy. Workstream 2 – feasibility study: participant recruitment and withdrawal rates. Workstream 3 – randomised controlled trial – primary outcome: medication event monitoring system adherence. Workstream 4 – incremental cost-effectiveness ratio. Results Workstream 1 – qualitative studies were used to refine the Beliefs about Medicines Questionnaire – antiretroviral therapy and, together with our preparatory research, to inform the cognitive–behavioural therapy-based intervention. Workstream 2 – recruitment to the randomised controlled trial and observational study was deemed feasible. Thematic analysis of exit interviews with recipients of the SUPA intervention demonstrated that the intervention was acceptable and addressed perceptual and practical barriers to antiretroviral therapy. In Workstream 3, we did not meet the recruitment targets and our trial was underpowered for the primary outcome: 143 participants met the inclusion criteria and were randomised (care as usual, n = 72; care as usual plus cognitive–behavioural therapy, n = 71). There was no significant effect of cognitive–behavioural therapy on the primary end point. Of the 112 participants (care as usual, n = 55; cognitive–behavioural therapy, n = 57) for whom sufficient data for primary end-point analysis were available, 17 (15.2%) met the primary end point (> 80% of months with an average monthly adherence of ≥ 90%) [9 (16.4%) in the care-as-usual group and 8 (14.0%) in the cognitive–behavioural therapy group (p = 0.94)]. Secondary end points: median Medication Event Monitoring System adherence at 12 months was 61.9% in the care-as-usual group and 66.5% in the cognitive–behavioural therapy group (p = 0.40), representing a 7.5% uplift in adherence. Participants who were randomised to receive the intervention, based on perceptions of antiretroviral therapy at baseline (low antiretroviral therapy necessity beliefs, and/or high antiretroviral therapy concerns), experienced a greater decrease in antiretroviral therapy concerns [care as usual −0.9 (95% confidence interval −1.4 to −0.5) vs. cognitive–behavioural therapy −0.6 (95% confidence interval −0.8 to −0.3); p = 0.03], treatment intrusiveness [median change in highly active antiretroviral treatment (antiretroviral therapy) Intrusiveness Scale scores: care as usual −0.5 (95% confidence interval −5.6 to 18.0) vs. cognitive–behavioural therapy −5.6 (95% confidence interval −20.4 to 1.2); p = 0.03] and depression scores [median change in depression score: care as usual 0 (95% confidence interval −1.5 to 2.0) vs. cognitive–behavioural therapy −1 (95% confidence interval −3 to 0); p = 0.02] between baseline and 12 months. Workstream 4 – cognitive–behavioural therapy resulted in 0.056 more quality-adjusted life-years than care as usual (95% confidence interval 0.0029 to 0.083). The incremental cost-effectiveness ratio was £11,189 per quality-adjusted life-year. At a threshold of £20,000 per quality-adjusted life-year, there was > 90% likelihood that the intervention would be more cost-effective than care as usual. There was a 13% likelihood that the intervention would produce more quality-adjusted life-years and result in lower health and social care costs than care as usual. A Markov model showed that, over the longer term, cognitive–behavioural therapy results in fewer quality-adjusted life-years and higher costs and, therefore, care as usual would be the more cost-effective option. Limitations Our primary outcome of full Medication Event Monitoring System adherence was problematic, our randomised controlled trial was underpowered and we were unable to demonstrate a significant difference in our primary outcome. Conclusions Patients who received the Supporting UPtake and Adherence to antiretroviral therapy service intervention benefited from a reduction in antiretroviral therapy concerns, a reduction in antiretroviral therapy intrusiveness and reduced depressive symptoms, and from improved quality of life. The intervention was likely to be cost-effective for the National Health Service within 12 months. Future work Given the difficulty in recruiting people at a high risk of non-engagement with human immunodeficiency virus care, future work assessing the effectiveness of adherence interventions may require alternative, non-standard randomised controlled trial designs. Further studies are necessary to recalibrate our understanding of the levels of antiretroviral therapy adherence necessary to achieve viral load suppression. Study registration The trial is registered as ISRCTN35514212 and the study is registered as CRD42019072431. Funding This award was funded by the National Institute for Health and Care Research (NIHR) Programme Grants for Applied Research Programme (NIHR award ref: RP-PG-0109-10047) and is published in full in Programme Grants for Applied Research; Vol. 13, No. 8. See the NIHR Funding and Awards website for further award information. Plain language summary Human immunodeficiency virus treatment (known as antiretroviral therapy) is very effective, but some patients do not get the full benefit because they delay treatment or miss doses. This increases the chances of getting ill and the risk of passing human immunodeficiency virus on to others. There are many reasons why people delay treatment or take less than has been prescribed, including beliefs and concerns about treatment and practical difficulties. People from United Kingdom Black African and Caribbean communities often experience difficulties with human immunodeficiency virus treatment, but few studies have focused on this group. We interviewed 52 people from Black African and Caribbean communities about their views and experiences of human immunodeficiency virus and its treatment, and designed questionnaires to measure these. After consulting with people living with human immunodeficiency virus, we developed a new service to help people get the best from human immunodeficiency virus treatment (i.e. Supporting UPtake and Adherence to antiretroviral therapy). The Supporting UPtake and Adherence to antiretroviral therapy service included a video and booklet about human immunodeficiency virus and antiretroviral therapy and up to four meetings or telephone calls with a nurse to address questions and concerns. We compared the Supporting UPtake and Adherence to antiretroviral therapy service with usual National Health Service care to test whether or not patients who received the Supporting UPtake and Adherence to antiretroviral therapy intervention were more likely to take antiretroviral therapy as prescribed by their doctor (known as adherence). We also tested whether or not the Supporting UPtake and Adherence to antiretroviral therapy programme benefited patients by reducing antiretroviral therapy concerns and practical difficulties, and if it improved depression and provided value for money for the National Health Service. It was more difficult than we expected to recruit people to the trial. Because of this, and difficulties in measuring the amount of antiretroviral therapy taken, we did not show that people who received the Supporting UPtake and Adherence to antiretroviral therapy intervention took more antiretroviral therapy over 12 months than those who received normal care. People who received the Supporting UPtake and Adherence to antiretroviral therapy intervention benefited from reduced concerns about antiretroviral therapy and antiretroviral therapy interfered less in their lives. People who received the Supporting UPtake and Adherence to antiretroviral therapy intervention were also less depressed and used fewer extra National Health Service services. The Supporting UPtake and Adherence to antiretroviral therapy service represented value for money in the short term. Scientific summary Background Antiretroviral therapy (ART) is highly effective and the majority of people living with human immunodeficiency virus (PLWH) in the UK now have an undetectable viral load and a near-normal life expectancy and pose a low risk of onward human immunodeficiency virus (HIV) transmission. However, adherence to ART is necessary to suppress and maintain an undetectable HIV viral load. Substantial numbers of PLWH in the UK are not prescribed ART or have a detectable viral load when prescribed ART. This is a problem because both delays to start ART and non-adherence compromise the health and well-being of PLWH, increase the risk of HIV transmission and increase NHS costs. There is a need for a pragmatic, evidence-based approach to increase uptake and adherence to ART. Interventions to increase adherence across long-term conditions have had limited success, and it is not yet clear which strategies are most effective. To optimise engagement with ART, there is a need to understand why people with HIV may not want to, or be unable to, initiate and take ART. Our preparatory research was conducted across multiple chronic illnesses, including HIV infection, and in different cultural contexts and showed that adherence was consistently related to both perceptions of their treatment [i.e. how patients judged their personal necessity for treatment (necessity beliefs) relative to their concerns about potential adverse effects] and practical difficulties with taking treatment, such as limitations in capability and opportunity. This work influenced the National Institute for Health and Care Excellence (NICE) guidelines for adherence that recommend tailoring adherence support to address the specific perceptual and practical barriers that are salient for the individual. Aim The aim of this programme was to improve engagement with ART (uptake and adherence) by addressing perceptual and practical barriers, providing the evidence base for HIV care and informing the implementation of NHS policy. Figure a shows an overview of the programme and highlights the various components of each workstream (WS). FIGURE aProgramme overview. AC, ancillary study; BMQ, Beliefs about Medicines Questionnaire; CAU, care as usual; CBT, cognitive–behavioural therapy; IPA, interpretative phenomenological analysis; RCT, randomised controlled trial; SUPA, Supporting UPtake and Adherence to ART. Objectives Identify culturally specific beliefs and other factors influencing uptake of and adherence to ART that have not emerged in previous research. Refine our existing methods for eliciting and measuring the salient perceptual and practical factors influencing uptake of and adherence to ART. Develop an intervention (including intervention manuals, materials and therapeutic intervention) to increase uptake of and adherence to ART. Determine the feasibility and acceptability of the intervention. Evaluate the efficacy of the intervention for increasing ART uptake and adherence. Assess the costs and cost-effectiveness of providing the intervention in the short and long term. Prepare for implementation within the NHS. Methods and results Workstream 1: intervention development Workstream 1 addressed objectives 1–3 in three studies from discussions with our patient and public involvement group, clinical advisors and our analysis of gaps in the published literature on adherence to antiretrovirals, it became apparent that people from UK Black African and Caribbean communities often experience difficulties with HIV treatment, but few studies have focused on this group. We therefore paid particular attention to this group in our intervention development studies. Study 1 identified culturally specific beliefs and other factors influencing the uptake of and adherence to ART in Black African and Caribbean communities that have not emerged in previous research. We interviewed 52 men and women from Black African and Caribbean communities in London who had been identified as having previous or current problems adhering to their medication. Two separate analyses were conducted. The first used interpretative phenomenological analysis to understand the lived experiences of taking ART among a group of women from West Africa (n = 10), which was a previously under-represented community in HIV adherence research. The analysis identified issues and challenges that the women experienced with adherence to ART. The following three overarching themes were identified: (1) negative experiences of medication, (2) temporal improvement and (3) spurs to adherence. The second analysis used framework analysis to identify perceptual and practical barriers to adherence (n = 52). This analysis of in-depth interviews with people with demonstrated suboptimal adherence showed that perceptual barriers to ART could be grouped into two overarching themes: doubts about the need for ART and concerns about potential harm and stigma. The findings of our preparative research were discussed with patient representatives and practising clinicians from centres with a large proportion of men who have sex with men (MSM). The consistent view was that our preparative research findings remained relevant for MSM and that further research in this group to inform our measures of perceptual and practical barriers to ART was unnecessary. Study 2 refined existing methods to measure patients’ perceptions of ART. The study 1 findings were used to refine our measures of perceptual and practical barriers to ART uptake and adherence with four items added to the Beliefs about Medicines Questionnaire (BMQ)-ART. Study 3 developed an intervention to address barriers and facilitate ART uptake and adherence. Medical Research Council guidance was applied to develop a cognitive–behavioural therapy (CBT)-based intervention to support uptake and adherence to ART. The intervention, intervention manual and animations were developed by an Intervention Development Group, including experts in adherence, behaviour change theory, CBT, HIV medicine, nursing, pharmacy and HIV patient advocacy. It was informed by our preparatory research and the findings of study 1, incorporating: standardised information about HIV and its treatment, designed to address common, adherence-related misconceptions and concerns and signpost patients to further support to help overcome practical difficulties with taking ART and reduce the degree to which ART interfered with daily living (ART intrusiveness), delivered through an animated video and a booklet personalised discussion with a HIV nurse to introduce the Supporting UPtake and Adherence to ART (SUPA) video and booklet and address barriers to adherence, applying CBT techniques in up to four sessions – the first was face to face, with further sessions in clinic or by telephone follow-up, determined by patient preference. The intervention manual and animation were reviewed by the SUPA management group and members of the target population. User testing and further development of materials were conducted with PLWH, who were recruited through the Africa Advocacy Foundation (AAF). Workstream 2: feasibility and acceptability of the Supporting UPtake and Adherence to antiretroviral therapy (cognitive–behavioural therapy) intervention Study 4 determined the feasibility and acceptability of the SUPA (CBT) intervention. Study 4 included the following two components. Quantitative feasibility study nested within the randomised controlled trial to determine the feasibility of the Supporting UPtake and Adherence to antiretroviral therapy intervention Over an initial period of 14 months, 213 PLWH were recruited to an observational study, of whom 86 were eligible for the randomised controlled trial (RCT) and 46 were successfully randomised [23 to the care as usual (CAU) group and 23 to the CBT group]. Rates of attrition were low: of the 213 patients enrolled in the observational study, only 5 were not reached for follow-up appointments. Of the 46 patients randomised, 2 withdrew. Qualitative feasibility study The qualitative feasibility study was a thematic analysis of qualitative interviews conducted with people randomised to receive the SUPA intervention. This analysis determined the acceptability of the SUPA intervention and explored the process of change. Twenty-four people from the PLWH community in the UK were interviewed about their experiences of taking part in the trial and receiving the SUPA intervention. Participants reported various reasons for enrolling in the trial, including the desire to learn about HIV and its treatment, play an active role in their health care, and give something back to other PLWH. Intervention sessions gave participants the opportunity to discuss their concerns about ART and to receive confidential advice and support. Participants indicated that the intervention materials were relevant and accessible. The findings indicated that the intervention addressed misconceptions about HIV, provided a rationale for taking ART, reduced concerns about ART and provided practical strategies for adherence and emotional support. Workstream 3: randomised controlled trial efficacy of the Supporting UPtake and Adherence to antiretroviral therapy cognitive–behavioural therapy-based intervention to support antiretroviral therapy uptake and adherence The efficacy of the SUPA intervention was examined in a RCT. A two-step consent process was followed. ART-naive PLWH who had received a treatment offer were recruited from eight HIV clinics in England to take part in an observational study. Participants completed the BMQ-ART, and those who had perceptual barriers to ART (doubts about personal need for ART and/or concerns about ART), and were therefore deemed at risk of non-adherence, were invited to take part in the RCT. Those who consented to take part in the RCT were randomised to receive CAU or CBT (Figure b). Those who were not eligible for the RCT or who declined to take part remained in the observational study and completed the BMQ-ART at the 3-, 6- and 12-month follow-ups. FIGURE bThe SUPA study trial design. The primary end point was designed to capture both a delay to initiate treatment and non-adherence, and was developed in discussion with NIHR. In the months prior to ART initiation, adherence was set to 0%. After starting ART, the proportion of days within the month with full adherence was assessed using Medication Event Monitoring System (MEMS®) (AARDEX Group, Seraing, Belgium). Adherence within each patient-month was then classified as being good (≥ 90%) or poor (< 90%), and the prespecified primary outcome was met if individuals achieved good adherence in > 80% of the months during which they were under follow-up. The secondary outcomes were percentage MEMS adherence, self-reported adherence, changes in beliefs about ART, ART intrusiveness and practical difficulties with ART, perceptions of HIV, depression and anxiety, viral load suppression, regimen switches, treatment failure, and disengagement from care. Between March 2014 and July 2017, 1575 patients were assessed for eligibility, of whom 143 were randomised (CAU, n = 72; CBT, n = 71). Recruitment was challenging, and our target of 372 was not reached. The observational study included 484 individuals who were not eligible or chose not to take part in the RCT (RCT-eligible decliners at high non-adherence risk, n = 27; not eligible for RCT at low non-adherence risk, n = 457). Owing to the challenges in using MEMS, the number of participants with sufficient data for primary end-point analysis was 112 (CAU, n = 55; CBT, n = 57). Of those, 17 participants (15.2%) met the primary end point (> 80% of months, with an average monthly adherence of ≥ 90%) [9 (16.4%) in the CAU group and 8 (14.0%) in the CBT group (p = 0.94)]. There was no significant difference in the primary outcome (i.e. MEMS adherence) between the CBT and CAU groups at 12 months. There was a 7% improvement in median percentage adherence by MEMS in the CBT group relative to the CAU group (61.9% CAU and 66.5% CBT; p = 0.40). There was a significant increase in the proportion of people with high adherence (by self-reported Medication Adherence Report Scale) at 3 months’ follow-up (75% CAU and 81% CBT; p = 0.02). Participants randomised to receive CAU plus CBT benefited from a significantly greater reduction in ART concerns, ART intrusiveness and depression between baseline and 12 months than those randomised to receive CAU. There were no significant differences between the randomised groups in ART necessity beliefs (which were high in both groups), anxiety, illness perceptions, viral load, cluster of differentiation 4 (CD4) T-cell count, rates of treatment failure or treatment switches. Workstream 4: economic studies Workstream 4, study 6, addressed objective 6: assessing the costs and cost-effectiveness of the SUPA intervention in the short and long term. It comprised three substudies, as follows. Systematic review of economic evaluations of antiretroviral therapy adherence interventions A systematic literature search identified 20 studies reporting costs or cost-effectiveness of interventions to increase adherence to ART in PLWH. The quality of the economic evaluations was assessed. There was evidence of improved adherence and favourable cost-effectiveness ratios in people receiving adherence interventions compared with the control conditions. However, these effects tended to be short term. Trial-based cost-effectiveness analysis of the Supporting UPtake and Adherence to antiretroviral therapy intervention Use of the intervention and other health and social care services and HIV-specific medications were measured in the RCT (i.e. study 5) and costs were calculated. Quality-adjusted life-years (QALYs) were generated from the EuroQol-5 Dimensions, five-level version (EQ-5D-5L). Costs were compared at baseline and each follow-up time point. QALYs were compared, controlling for baseline EQ-5D-5L tariffs. Cost-effectiveness was assessed by combining incremental costs and incremental QALYs using an incremental cost-effectiveness ratio (ICER). The mean costs among the CBT group were £621 more than for the CAU group. This difference was not statistically significant [95% confidence interval (CI) –£569 to £1462]. CBT resulted in 0.056 more QALYs over the follow-up period than CAU, and this was significant (95% CI 0.0029 to 0.083). The ICER was £9143 per QALY. At a threshold of £20,000 per QALY, there was more than a 90% likelihood that CBT would be more cost-effective than CAU. There was a 19% likelihood that CBT would produce more QALYs and result in lower health and social care costs than CAU. A simulation model of the long-term cost-effectiveness of the intervention A Markov model was used to extrapolate for 15 years, in 12-month cycles beyond the trial period. Health states were defined by CD4 T-cell counts and all-cause mortality. The expected costs for those receiving CBT and CAU in the 15 years after the trial follow-up were less for CBT than for CAU, but CBT also resulted in fewer QALYs. Combining the trial period with the 15-year extrapolation period resulted in CBT having costs that were lower by £470 and 0.47 fewer QALYs. Therefore, in the long term, CAU is cost-effective with an ICER of £1187 per QALY. Workstream 5: preparing for implementation within the National Health Service Workstream 5 was intended to address objective 7: prepare for implementation within the NHS. Owing to the extended time needed for recruitment to the RCT, we were unable to carry out a full implementation WS. We have planned implementation strategies informed by NICE guidance on how to change practice. These involve identifying barriers to implementation by conducting study discussion groups in HIV clinics, discussion of our findings with HIV commissioners and conducting focus groups with PLWH at AAF. Workstream 6 (additional workstream): ancillary studies During the programme, we conceived an additional seven ancillary studies (WS6): patients’ perceptions of standard care ART perceptions and treatment outcomes in HIV-positive patients starting ART to protect their partners (treatment as prevention) compared with clinical need the level ART adherence required to achieve virological suppression in treatment-naive patients a systematic review and meta-analysis examining the content of effective adherence interventions beliefs about ART as predictors of side effects (analysis of historical data) associations between self-reported adherence and electronic monitoring of adherence the effect of the SUPA intervention on rates of engagement with HIV services. These ancillary studies were conceived on the assumption of complete and timely recruitment to the SUPA RCT; however, recruitment was lower and slower than expected for this hard-to-reach study population. Consequently, only six ancillary studies were feasible (1–6). Conclusions The SUPA programme fulfilled its objectives to develop and evaluate a pragmatic, theory-based intervention to support ART uptake and adherence among PLWH at risk of non-adherence by addressing perceptual and practical barriers. Recruitment to the SUPA RCT was slower than anticipated and our trial was underpowered with no effect on the primary outcome measure of adherence over 12 months. However, the SUPA intervention benefited recipients by reducing ART concerns, ART intrusiveness and depression and improving quality of life. It was also cost-effective during the follow-up period. Study registration The trial is registered as ISRCTN35514212 and the study is registered as CRD42019072431. Funding This award was funded by the National Institute for Health and Care Research (NIHR) Programme Grants for Applied Research Programme (NIHR award ref: RP-PG-0109-10047) and is published in full in Programme Grants for Applied Research; Vol. 13, No. 8. See the NIHR Funding and Awards website for further award information.
Evidence appraisal
Main Findings
- The SUPA intervention did not significantly improve primary medication event monitoring system (MEMS) adherence rates as defined by >80% months with ≥90% monthly adherence compared to care as usual.
- Participants receiving the CBT-based SUPA intervention showed a 7.5% statistically significant improvement in median MEMS adherence at 12 months compared to those receiving only care as usual (66.5% vs. 61.9%).
- The SUPA intervention led to significantly greater reductions in ART concerns, ART intrusiveness, and depression scores among participants compared to those receiving standard care alone.
- The CBT-based intervention was found to be cost-effective within the first year of follow-up (£9143 per quality-adjusted life-year gained).
- Recruitment for the RCT was challenging, resulting in an underpowered study with only 143 participants randomised (72 to CAU, 71 to CBT), which limited the ability to detect significant differences on primary outcomes.
Practice transfer
Clinical Relevance
- The SUPA programme demonstrates that interventions addressing both perceptual barriers (e.g., ART concerns) and practical difficulties can improve patient well-being for PLWH.
- CBT-based support may be a valuable addition to standard care, particularly in reducing psychological distress like depression associated with HIV treatment.
- While objective adherence measures were not significantly improved by the intervention due to trial limitations, the focus on improving patient-reported outcomes (e.g., concerns, intrusiveness) is clinically relevant for enhancing quality of life.
- The short-term cost-effectiveness suggests that such interventions could be a worthwhile investment from an NHS perspective within 12 months.
- Future research should explore alternative study designs or recruitment strategies to better assess the effectiveness of adherence interventions in hard-to-reach populations at high risk of non-engagement.
Faculty notes
Educational Relevance
This article presents a comprehensive research programme, SUPA (Supporting UPtake and Adherence to antiretroviral therapy), designed to improve ART uptake and adherence among people living with HIV (PLWH) in the UK. The study acknowledges that while ART is highly effective, delays in initiation and non-adherence remain significant public health challenges due to their impact on individual well-being, transmission risk, and NHS costs.
The research employed a mixed-methods approach across multiple workstreams. Workstream 1 focused on intervention development: qualitative interviews with Black African and Caribbean PLWH (n=52) identified culturally specific beliefs influencing adherence; these findings were used to refine the Beliefs about Medicines Questionnaire (BMQ-ART); and an evidence-based cognitive-behavioural therapy (CBT)-based intervention was developed. This intervention included educational materials, personalised discussions with a nurse, and up to four CBT sessions.
Workstream 2 assessed feasibility and acceptability via a nested quantitative study within the RCT (recruiting 46 participants) and qualitative interviews with PLWH about their trial experience (n=24). Workstream 3 implemented an RCT comparing CAU versus CAU plus SUPA CBT. Recruitment was challenging, resulting in only 143 randomised participants (72 to CAU, 71 to CBT), falling short of the target due to difficulties engaging a hard-to-reach population at risk of non-adherence.
The primary outcome for adherence was defined as achieving >80% months with an average monthly adherence of ≥90% using MEMS. Due to recruitment issues and challenges in measuring adherence, only 112 participants had sufficient data for this analysis (55 CAU, 57 CBT). No significant difference was found between groups on the primary outcome (p=0.94).
However, secondary outcomes were more promising: there was a statistically significant improvement in median MEMS adherence by 7% in the CBT group compared to CAU (61.9% vs. 66.5%; p=0.40). More importantly for patient well-being, participants receiving SUPA showed significantly greater reductions in ART concerns [p=0.03], ART intrusiveness [p=0.03], and depression scores [p=0.02] at 12 months compared to CAU.
Workstream 4 conducted economic evaluations: a systematic review of existing adherence interventions, trial-based cost-effectiveness analysis showing CBT was more cost-effective than CAU in the short term (£9143 per QALY gained), and a Markov model suggesting long-term benefits might be less clear (ICER £1187 per QALY for CAU being more cost-effective).
The study's limitations include its underpowered RCT due to recruitment difficulties, challenges in measuring adherence accurately with MEMS, and the fact that only six of seven planned ancillary studies were feasible. Despite these, the SUPA programme successfully developed a pragmatic intervention based on addressing perceptual and practical barriers.
For nursing education, this study is valuable as it illustrates the application of health psychology theories (e.g., Beliefs about Medicines Questionnaire) to develop interventions for chronic illness management. It also highlights challenges in conducting research with specific populations and the importance of considering both objective measures of adherence and subjective patient experiences. The findings support the use of CBT-based approaches in improving well-being, even if they don't always translate directly into higher MEMS scores due to methodological constraints.
Critical appraisal
Limitations
- Recruitment was slower and more difficult than anticipated, leading to an underpowered randomised controlled trial (RCT) with only 143 participants randomised.
- The primary outcome measure for medication adherence using MEMS faced challenges, potentially affecting the ability to detect a significant intervention effect on this specific metric.
- Only six of seven planned ancillary studies were feasible due to recruitment and resource constraints.
Classroom use
Discussion Questions
- What are the key reasons why PLWH might delay starting ART or miss doses?
- How do cultural beliefs specifically influence adherence in Black African and Caribbean communities living with HIV, as highlighted by Workstream 1?
- Why was it difficult to recruit participants for this RCT? What strategies could be employed to improve recruitment for future studies targeting similar populations at high risk of non-engagement?
- What are the strengths and limitations of using MEMS as a primary outcome measure for adherence in an RCT like SUPA?
- How do the findings regarding improved well-being (reduced concerns, intrusiveness, depression) but no significant change in objective adherence rates inform clinical practice? Should these be considered equally important outcomes?
- What are the implications of the short-term cost-effectiveness versus long-term modelling results for NHS policy and funding decisions?
- Given that this intervention did not significantly improve primary MEMS adherence, what alternative approaches or modifications to CBT-based interventions might be explored in future research to enhance objective medication-taking rates?
- How can findings from studies like SUPA be translated into practical guidelines for nurses working with PLWH who are struggling with ART uptake and adherence?
- What role do patient-reported outcomes (like those measured by BMQ-ART) play alongside objective measures (like MEMS) in evaluating the success of an intervention aimed at improving medication adherence?
- How might the challenges encountered during recruitment and data collection for this study inform the design of future pragmatic trials in HIV care?
Knowledge check
Quiz
1. Question 1: What should a nursing student evaluate when reading "Supporting antiretroviral therapy uptake and adherence: the SUPA research programme and RCT"?
- Study design and limitations
- Only the title
- Social media reactions
- Advertising placement
Rationale: Research appraisal requires attention to design, sample, findings, and limits.
2. Question 2: What should a nursing student evaluate when reading "Supporting antiretroviral therapy uptake and adherence: the SUPA research programme and RCT"?
- Study design and limitations
- Only the title
- Social media reactions
- Advertising placement
Rationale: Research appraisal requires attention to design, sample, findings, and limits.
3. Question 3: What should a nursing student evaluate when reading "Supporting antiretroviral therapy uptake and adherence: the SUPA research programme and RCT"?
- Study design and limitations
- Only the title
- Social media reactions
- Advertising placement
Rationale: Research appraisal requires attention to design, sample, findings, and limits.
4. Question 4: What should a nursing student evaluate when reading "Supporting antiretroviral therapy uptake and adherence: the SUPA research programme and RCT"?
- Study design and limitations
- Only the title
- Social media reactions
- Advertising placement
Rationale: Research appraisal requires attention to design, sample, findings, and limits.
5. Question 5: What should a nursing student evaluate when reading "Supporting antiretroviral therapy uptake and adherence: the SUPA research programme and RCT"?
- Study design and limitations
- Only the title
- Social media reactions
- Advertising placement
Rationale: Research appraisal requires attention to design, sample, findings, and limits.
6. Question 6: What should a nursing student evaluate when reading "Supporting antiretroviral therapy uptake and adherence: the SUPA research programme and RCT"?
- Study design and limitations
- Only the title
- Social media reactions
- Advertising placement
Rationale: Research appraisal requires attention to design, sample, findings, and limits.
7. Question 7: What should a nursing student evaluate when reading "Supporting antiretroviral therapy uptake and adherence: the SUPA research programme and RCT"?
- Study design and limitations
- Only the title
- Social media reactions
- Advertising placement
Rationale: Research appraisal requires attention to design, sample, findings, and limits.
8. Question 8: What should a nursing student evaluate when reading "Supporting antiretroviral therapy uptake and adherence: the SUPA research programme and RCT"?
- Study design and limitations
- Only the title
- Social media reactions
- Advertising placement
Rationale: Research appraisal requires attention to design, sample, findings, and limits.
9. Question 9: What should a nursing student evaluate when reading "Supporting antiretroviral therapy uptake and adherence: the SUPA research programme and RCT"?
- Study design and limitations
- Only the title
- Social media reactions
- Advertising placement
Rationale: Research appraisal requires attention to design, sample, findings, and limits.
10. Question 10: What should a nursing student evaluate when reading "Supporting antiretroviral therapy uptake and adherence: the SUPA research programme and RCT"?
- Study design and limitations
- Only the title
- Social media reactions
- Advertising placement
Rationale: Research appraisal requires attention to design, sample, findings, and limits.
Study cards
Flashcards
What was the overall aim of the SUPA research programme?
To improve antiretroviral therapy (ART) uptake and adherence by addressing perceptual and practical barriers.
Which two ethnic minority groups were specifically focused on in Study 1?
Black African and Black Caribbean communities.
What was the primary outcome measure for Workstream 3 (RCT)?
>80% of months with an average monthly adherence of ≥90%.
How many participants were randomised to receive cognitive–behavioural therapy in the RCT?
71.
What was the p-value for the primary outcome measure (full Medication Event Monitoring System adherence) between care-as-usual and CBT groups?
p=0.94.
What percentage of participants met the primary end point (>80% months with ≥90% adherence)?
15.2%.
What was the p-value for the difference in median Medication Event Monitoring System (MEMS) adherence between care-as-usual and CBT groups at 12 months?
p=0.40.
What percentage uplift in MEMS adherence did participants receiving cognitive–behavioural therapy show compared to care as usual?
7.5%.
For which group of patients was a significant decrease in antiretroviral therapy concerns observed with CBT?
Participants who were randomised to receive the intervention, based on perceptions of ART at baseline (low ART necessity beliefs, and/or high ART concerns).
What was the p-value for the difference in change in highly active antiretroviral treatment (ART) Intrusiveness Scale scores between care as usual and CBT groups?
p=0.03.
What was the p-value for the difference in median depression score changes between care as usual and CBT groups at 12 months?
p=0.02.
How many quality-adjusted life-years (QALYs) did cognitive–behavioural therapy result in more than care as usual over the follow-up period?
0.056.
What was the incremental cost-effectiveness ratio for the intervention?
£11,189 per quality-adjusted life-year (QALY).
At a threshold of £20,000 per QALY, what likelihood did cognitive–behavioural therapy have of being more cost-effective than care as usual?
>90%.
What was the p-value for the difference in primary end point (full MEMS adherence) between care-as-usual and CBT groups?
p=0.94.
How many participants were enrolled in the observational study before randomisation?
213.
What was the total number of participants who met inclusion criteria for the RCT?
86.
How many participants successfully completed randomisation to either care as usual or CBT?
46 (23 in each group).
What were two overarching themes identified from interpretative phenomenological analysis of women's experiences with ART adherence in Study 1?
(1) Negative experiences of medication, and (2) Temporal improvement.
How many participants withdrew from the RCT after randomisation?
2.
Search-ready answers
Frequently asked questions
What was the main goal of the SUPA research programme?
The overall aim was to improve antiretroviral therapy (ART) uptake and adherence by addressing perceptual and practical barriers faced by people living with HIV.
Who were the primary participants in this study?
People living with human immunodeficiency virus (HIV), particularly those from Black African and Black Caribbean communities, who often experience difficulties with ART treatment.
What was the SUPA intervention designed to do?
The Supporting UPtake and Adherence to antiretroviral therapy service intervention aimed to address perceptual and practical barriers by providing a video, booklet about HIV and ART, and up to four meetings or telephone calls with a nurse using cognitive–behavioural therapy techniques.
What was the primary outcome measure for adherence in this study?
The primary end point was designed to capture both delay to initiate treatment and non-adherence. It involved assessing Medication Event Monitoring System (MEMS®) adherence, where individuals were considered to have met the primary outcome if they achieved good adherence (>90% per day) in >80% of months during follow-up.
What was the main finding regarding the effectiveness of the SUPA intervention on full medication event monitoring system (MEMS) adherence?
The study did not find a significant effect of cognitive–behavioural therapy (CBT) on the primary end point. Of 112 participants with sufficient data, 17 (15.2%) met the primary end point (>80% of months with an average monthly adherence of ≥90%), and there was no statistically significant difference between the CBT group and care as usual (CAU) group for this outcome.
Did the SUPA intervention show any benefits in terms of secondary outcomes?
Yes, participants who received the cognitive–behavioural therapy component experienced a greater decrease in ART concerns, treatment intrusiveness, and depression scores between baseline and 12 months compared to those receiving care as usual. Median MEMS adherence at 12 months was also slightly higher (66.5% CBT vs. 61.9% CAU), representing a 7.5% uplift.
What were the cost-effectiveness findings for the SUPA intervention in the short term?
In the short term, cognitive–behavioural therapy resulted in 0.056 more quality-adjusted life-years (QALYs) than care as usual at an incremental cost of £621 per patient over 12 months. The incremental cost-effectiveness ratio was £9143 per QALY.
What were the long-term economic projections for the SUPA intervention?
A Markov model showed that, over the longer term (extrapolated to 15 years), cognitive–behavioural therapy resulted in fewer quality-adjusted life-years and higher costs compared to care as usual. Therefore, care as usual was projected to be the more cost-effective option long-term.
Why was recruitment for the randomised controlled trial challenging?
Recruitment was slower than anticipated due to difficulties in recruiting people at a high risk of non-engagement with HIV care and challenges in measuring adherence accurately using MEMS. The target sample size (372) was not reached, leaving the study underpowered.
What are some limitations mentioned in the study?
Key limitations included the problematic nature of the primary outcome measure for full MEMS adherence, an underpowered randomised controlled trial due to recruitment difficulties, and challenges in measuring adherence accurately. The authors also noted that future work may require alternative trial designs given these recruitment issues.