Disengagement from HIV care is very common in the first year after starting or restarting antiretroviral therapy (ART). There is increasing recognition of people cycling in and out of HIV care over time people newly starting and restarting treatment after an interruption are at high risk of subsequent disengagement from care. While guidelines advocate for patient-centered models of care, patient preferences are often not considered fully in the design of interventions. Building on existing support intervention modalities, formative qualitative research and a stated preference survey, the investigators have designed a choice-based ART support intervention. The intervention offers a choice of a) in-person group support, b) low-touch WhatsApp support group, and c) individual digital support through the AI Coach chatbot. This study will explore the feasibility, acceptability and preliminary impact of choice-based ART support for adults starting and restarting ART in Cape Town, South Africa, through a randomized pilot feasibility trial. The objectives of this study are: 1. To determine the feasibility, acceptability, appropriateness and fidelity of the Zikhethele intervention components, including offering patients a choice of ART support intervention. 2. To describe the distribution of actual choices in the choice arm. 3. To describe outcomes in each pilot trial arm and explore the preliminary impact of offering a choice, compared allocation to a support intervention or standard of care, on patient empowerment and treatment outcomes. 4. To explore the hypothesised mechanisms of action and contextual moderators through in-depth interviews with participants and providers including consideration of patient empowerment, stigma and social support, and trust in provider, peers and digital tools. A total of 140 adults starting or restarting ART will be consecutively recruited and randomised to a) standard of care (n=35), b) in-person support (n=35) and c) a choice (n=70) of in-person support, WhatsApp group support, AI coach, or no additional support (standard of care). The intervention components will run for the first four months after start or restart, through to the first viral load and eligibility assessment for routine differentiated models of care. Briefly, the in-person group support will consist of monthly informal and discussion-based sessions framed around chronic medication adherence (including HIV, diabetes, and hypertension), designed to create a safe and supportive space where participants can share experiences, problem-solve, and build motivation to remain in care. The WhatsApp group support will be a virtual adaptation of the in-person model, designed to provide an accessible, low-barrier option for participants who prefer remote or flexible engagement. The AI Coach is a pilot AI chatbot (developed by Audere, PSI, HSRC, and Matchboxology, and being piloted in Gauteng and KwaZulu Natal by HE2RO at the Wits Health Consortium) inspired by the in-person Coach Mpilo model-a peer navigator case management approach in South Africa that employs men living with HIV as "coaches" to support linkage, retention, and re-engagement in care. The AI coach is available anytime via WhatsApp, and offers trusted information (through a curated large-language model), and empathetic counselling and behavioural nudges to encourage healthy habits. Individuals (aged 18 and older, living with HIV and currently attending the clinic to start ART for the first time or to restart after an interruption of 3 or more months) will be approached during their routine clinic visit by a trained research fieldworker. Eligible individuals will undergo informed consent and be enrolled. Participants will complete an interviewer administered questionnaire at enrolment and at four months. Outcome data will also be abstracted from paper and electronic medical records, as well study and intervention logs, intervention debriefings and chatbot logs. A subset of 20 participants, purposefully selected to include each intervention component, will be invited to complete an in-depth interview at 4 months. Providers (n=6), while not involved directly in this pilot implementation, will also be invited to participate in an in-depth interview to explore the potential of this intervention. This exploratory pilot study serves as a proof-of-concept for offering people living with HIV different modalities of support for engagement in care in the first four months. The study is not powered for efficacy but will provide valuable insights into feasibility (of both the trial design and intervention components) and acceptability, as well as real-world preferences and trade-offs. The investigators hypothesize that those able to choose a support intervention most appealing or most fitting to their life circumstances may have improved health empowerment which may in turn improve health outcomes.
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Intervention fidelity: intervention completion
Timeframe: Through study completion, on average four months
Experiences and perceptions of receiving or implementing the intervention
Timeframe: Through study completion, on average four months
Intervention acceptability
Timeframe: Assessed at month 4
Recruitment feasibility: Refusals
Timeframe: Through end of recruitment, expected duration one month
Retention in study
Timeframe: Through study completion, an average of four months
Study measurement feasibility: Interview completion
Timeframe: Through study completion, an average of four months
Patient empowerment
Timeframe: Enrolment and month 4
Perceived Availability of Social Support
Timeframe: Enrolment and month 4
Social Impact Scale
Timeframe: Enrolment and month 4
Health Care Relationship Trust Scale
Timeframe: Enrolment and month 4
Start/restart perceptions
Timeframe: At month 4
Feasibility of Intervention Measure (FIM)
Timeframe: Assessed at month 4
Choice of support
Timeframe: Through study completion, on average four months
Safety
Timeframe: Through study completion, on average four months
Acceptability of Intervention Measure (AIM)
Timeframe: Assessed at month 4
Recruitment feasibility: time to complete recruitment
Timeframe: Through end of recruitment, expected duration one month
Study measurement feasibility: Interview length
Timeframe: Through study completion, an average of four months
Study measurement feasibility: user-engagement data
Timeframe: Through study completion, an average of four months
Intervention fidelity: User engagement
Timeframe: Through study completion, an average of four months