<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.0 20040830//EN" "journalpublishing.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="2.0" xml:lang="en" article-type="research-article"><front><journal-meta><journal-id journal-id-type="nlm-ta">JMIR Res Protoc</journal-id><journal-id journal-id-type="publisher-id">ResProt</journal-id><journal-id journal-id-type="index">5</journal-id><journal-title>JMIR Research Protocols</journal-title><abbrev-journal-title>JMIR Res Protoc</abbrev-journal-title><issn pub-type="epub">1929-0748</issn><publisher><publisher-name>JMIR Publications</publisher-name><publisher-loc>Toronto, Canada</publisher-loc></publisher></journal-meta><article-meta><article-id pub-id-type="publisher-id">v15i1e87562</article-id><article-id pub-id-type="doi">10.2196/87562</article-id><article-categories><subj-group subj-group-type="heading"><subject>Protocol</subject></subj-group></article-categories><title-group><article-title>Psychobiological and Psychosocial Responses of Nurse-Initiated Management of Antiretroviral Therapy&#x2013;Trained Nurses Caring for People Living With HIV: Protocol for a Scoping Review</article-title></title-group><contrib-group><contrib contrib-type="author" corresp="yes" equal-contrib="yes"><name name-style="western"><surname>Tshelani</surname><given-names>Phodzo Desire</given-names></name><degrees>BRad</degrees><xref ref-type="aff" rid="aff1"/><xref ref-type="fn" rid="equal-contrib1">*</xref></contrib><contrib contrib-type="author" equal-contrib="yes"><name name-style="western"><surname>Munyadziwa</surname><given-names>Muimeleli</given-names></name><degrees>PhD</degrees><xref ref-type="aff" rid="aff1"/><xref ref-type="fn" rid="equal-contrib1">*</xref></contrib><contrib contrib-type="author" equal-contrib="yes"><name name-style="western"><surname>Makhado</surname><given-names>Lufuno</given-names></name><degrees>DNP</degrees><xref ref-type="aff" rid="aff1"/><xref ref-type="fn" rid="equal-contrib1">*</xref></contrib></contrib-group><aff id="aff1"><institution>Department of Public Health, Faculty of Health Sciences, University of Venda</institution><addr-line>1 University Road</addr-line><addr-line>Thohoyandou</addr-line><addr-line>Limpopo</addr-line><country>South Africa</country></aff><contrib-group><contrib contrib-type="editor"><name name-style="western"><surname>Sarvestan</surname><given-names>Javad</given-names></name></contrib></contrib-group><contrib-group><contrib contrib-type="reviewer"><name name-style="western"><surname>Girma</surname><given-names>Abayeneh</given-names></name></contrib><contrib contrib-type="reviewer"><name name-style="western"><surname>Olanlesi-Aliu</surname><given-names>Adedoyin</given-names></name></contrib></contrib-group><author-notes><corresp>Correspondence to Phodzo Desire Tshelani, BRad, Department of Public Health, Faculty of Health Sciences, University of Venda, 1 University Road, Thohoyandou, Limpopo, 0950, South Africa, 27 724184219; <email>phodzo.desiree@gmail.com</email></corresp><fn fn-type="equal" id="equal-contrib1"><label>*</label><p>all authors contributed equally</p></fn></author-notes><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>21</day><month>7</month><year>2026</year></pub-date><volume>15</volume><elocation-id>e87562</elocation-id><history><date date-type="received"><day>11</day><month>11</month><year>2025</year></date><date date-type="rev-recd"><day>07</day><month>04</month><year>2026</year></date><date date-type="accepted"><day>20</day><month>04</month><year>2026</year></date></history><copyright-statement>&#x00A9; Phodzo Desire Tshelani, Muimeleli Munyadziwa, Lufuno Makhado. Originally published in JMIR Research Protocols (<ext-link ext-link-type="uri" xlink:href="https://www.researchprotocols.org">https://www.researchprotocols.org</ext-link>), 21.7.2026. </copyright-statement><copyright-year>2026</copyright-year><license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (<ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link>), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Research Protocols, is properly cited. The complete bibliographic information, a link to the original publication on <ext-link ext-link-type="uri" xlink:href="https://www.researchprotocols.org">https://www.researchprotocols.org</ext-link>, as well as this copyright and license information must be included.</p></license><self-uri xlink:type="simple" xlink:href="https://www.researchprotocols.org/2026/1/e87562"/><abstract><sec><title>Background</title><p>Nurse-initiated management of antiretroviral therapy (NIMART) has expanded access to life-saving antiretroviral therapy and enhanced the decentralization of HIV care. The psychobiological and psychosocial responses of nurses implementing this strategy have been largely underexplored.</p></sec><sec><title>Objective</title><p>This scoping review aims to systematically map the extent, nature, and characteristics of the existing literature on the psychobiological and psychosocial responses of NIMART-trained nurses providing care to people living with HIV.</p></sec><sec sec-type="methods"><title>Methods</title><p>The review will be conducted in accordance with the Joanna Briggs Institute methodology and the population, concept, and context (PCC) framework, which will guide the development of the review question and define the eligibility criteria. A comprehensive search strategy will be used to identify empirical studies published between 2010 and 2026 across electronic databases (PubMed, SABINET, PsycInfo, CINAHL, Scopus, and Google Scholar). Two independent reviewers will screen the titles and abstracts to determine which studies are eligible. If there is any disagreement, a third reviewer will resolve it. Data will be analyzed using narrative synthesis and thematic mapping to identify patterns, knowledge gaps, and implications for future research, practice, and policy.</p></sec><sec sec-type="results"><title>Results</title><p>The review is expected to identify the scope, trends, and gaps in the literature on psychobiological and psychosocial responses among NIMART-trained nurses. The estimated outcomes will include a synthesis of existing evidence. The scoping review was initiated in July 2025, and is expected to be completed by the end of July 2026.</p></sec><sec sec-type="conclusions"><title>Conclusions</title><p>This scoping review will provide an evidence-based understanding of the psychobiological and psychosocial responses of NIMART-trained nurses, highlighting implications for policy, practice, workforce support, and future research.</p></sec><sec><title>Trial Registration</title><p>OSF Registries e9x7u; https://osf.io/e9x7u</p></sec></abstract><kwd-group><kwd>health care workers' well-being</kwd><kwd>nurse-initiated management of antiretroviral therapy&#x2013;trained nurses</kwd><kwd>NIMART-trained nurses</kwd><kwd>people living with HIV</kwd><kwd>psychobiological responses</kwd><kwd>psychosocial responses</kwd></kwd-group></article-meta></front><body><sec id="s1" sec-type="intro"><title>Introduction</title><sec id="s1-1"><title>Background</title><p>The global HIV epidemic remains a substantial challenge for health systems, especially in low- and middle-income countries, where resource constraints and workforce shortages continue to limit universal access to antiretroviral therapy (ART) [<xref ref-type="bibr" rid="ref1">1</xref>-<xref ref-type="bibr" rid="ref3">3</xref>]. To address these constraints, the nurse-initiated management of antiretroviral therapy (NIMART) course was adopted in the mid-2000s, based on the global strategy of task shifting, which was first endorsed by the World Health Organization (WHO) and partners to redistribute clinical tasks from physicians to other cadres in HIV care settings [<xref ref-type="bibr" rid="ref3">3</xref>-<xref ref-type="bibr" rid="ref5">5</xref>]. Implementation research in Africa confirms that one of the primary rationales for task shifting has been health worker shortages and the need to expand access to services [<xref ref-type="bibr" rid="ref4">4</xref>,<xref ref-type="bibr" rid="ref6">6</xref>,<xref ref-type="bibr" rid="ref7">7</xref>].</p><p>Furthermore, recent evidence confirms that task shifting and task sharing have become foundational to health system resilience in sub-Saharan Africa, enabling more equitable service delivery amid ongoing workforce shortages [<xref ref-type="bibr" rid="ref4">4</xref>,<xref ref-type="bibr" rid="ref8">8</xref>]. Following this paradigm, South Africa adopted the NIMART policy nationally in 2010 to decentralize HIV care, enabling professional nurses at primary health care facilities to initiate and manage ART [<xref ref-type="bibr" rid="ref6">6</xref>,<xref ref-type="bibr" rid="ref9">9</xref>]. Research demonstrates that nurse-led ART initiation under NIMART has been both safe and effective in improving treatment coverage and patient outcomes, particularly in rural and underserved settings [<xref ref-type="bibr" rid="ref6">6</xref>,<xref ref-type="bibr" rid="ref10">10</xref>,<xref ref-type="bibr" rid="ref11">11</xref>]. The expansion of NIMART has contributed significantly to South Africa&#x2019;s success in scaling up ART initiation and retention across the HIV cascade [<xref ref-type="bibr" rid="ref4">4</xref>,<xref ref-type="bibr" rid="ref6">6</xref>].</p><p>However, the successful rollout of NIMART has not been without challenges. Evidence suggests that insufficient training, limited supervision, infrastructure deficits, and supply chain issues compromise nurses&#x2019; confidence and performance within NIMART settings [<xref ref-type="bibr" rid="ref3">3</xref>,<xref ref-type="bibr" rid="ref12">12</xref>]. A conceptual framework study conducted in the North West Province of South Africa highlighted the importance of continuous mentorship and organizational support in sustaining high-quality nurse-led HIV care [<xref ref-type="bibr" rid="ref12">12</xref>]. Similarly, qualitative findings from Limpopo Province revealed that NIMART-trained nurses experience high workloads, burnout, and emotional distress linked to the dual management of HIV and noncommunicable diseases, particularly in resource-constrained clinics [<xref ref-type="bibr" rid="ref13">13</xref>-<xref ref-type="bibr" rid="ref15">15</xref>]. More recently, Ngcobo et al [<xref ref-type="bibr" rid="ref16">16</xref>] identified operational barriers, including staff shortages, policy ambiguity, and limited managerial support, that continue to hinder the effective implementation of NIMART.</p><p>These studies collectively underline the increasing psychobiological and psychosocial burden placed on NIMART-trained nurses [<xref ref-type="bibr" rid="ref6">6</xref>,<xref ref-type="bibr" rid="ref12">12</xref>]. While task shifting has achieved impressive public health gains, it has also expanded the scope of professional nurses&#x2019; clinical and emotional responsibilities [<xref ref-type="bibr" rid="ref17">17</xref>,<xref ref-type="bibr" rid="ref18">18</xref>]. Global evidence shows that sustained exposure to heavy workloads and psychosocial stressors significantly increases the prevalence of burnout and job dissatisfaction among nurses [<xref ref-type="bibr" rid="ref19">19</xref>-<xref ref-type="bibr" rid="ref21">21</xref>]. These psychosocial challenges, if unaddressed, can erode workforce morale, reduce retention, and ultimately compromise the quality of HIV service delivery [<xref ref-type="bibr" rid="ref22">22</xref>,<xref ref-type="bibr" rid="ref23">23</xref>].</p><p>For this study, psychobiological responses will be defined as those that reflect both psychological and physiological processes related to stress and adaptation. In the review, a study will be classified as reporting psychobiological responses only if it includes at least one psychological outcome (eg, stress, burnout, anxiety, or depression) and at least one biological or physiological indicator (eg, cortisol levels, disturbed sleep, heart rate, blood pressure, or fatigue-related somatic symptoms) [<xref ref-type="bibr" rid="ref24">24</xref>,<xref ref-type="bibr" rid="ref25">25</xref>]. The psychosocial responses will be defined as the interaction between individual psychological experiences and the social and environmental context in which nurses work (eg, workplace relationships, organizational support, stigma, workload pressure, and coping mechanisms) [<xref ref-type="bibr" rid="ref3">3</xref>,<xref ref-type="bibr" rid="ref4">4</xref>].</p><p>Existing research has largely focused on patient outcomes, ART adherence, and health system efficiency, with limited synthesis of nurses&#x2019; internal experiences and coping mechanisms [<xref ref-type="bibr" rid="ref6">6</xref>,<xref ref-type="bibr" rid="ref12">12</xref>]. This scoping review protocol, therefore, aims to systematically map the available literature on the psychobiological and psychosocial responses of NIMART-trained nurses caring for people living with HIV.</p></sec><sec id="s1-2"><title>Identifying the Research Question</title><p>The primary research question is as follows: What are the psychobiological and psychosocial responses of NIMART-trained nurses providing care for people living with HIV globally between 2010 and 2026?</p><p>The subquestions are as follows:</p><list list-type="bullet"><list-item><p>What are the psychobiological responses of NIMART-trained nurses providing care for people living with HIV?</p></list-item><list-item><p>What are the psychosocial responses of NIMART-trained nurses providing care for people living with HIV?</p></list-item></list></sec></sec><sec id="s2" sec-type="methods"><title>Methods</title><sec id="s2-1"><title>Overview of the Methods for Conducting the Scoping Review</title><sec id="s2-1-1"><title>Study Design</title><p>This study will use a scoping review methodology, following the Joanna Briggs Institute (JBI) framework for scoping reviews, and will be reported using the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews) checklist [<xref ref-type="bibr" rid="ref26">26</xref>]. The review is registered with the Open Science Framework.</p><p>The review will be designed using the population, concept, and context (PCC) framework, as recommended by JBI [<xref ref-type="bibr" rid="ref27">27</xref>], to define the scope and inclusion criteria, as described in the following sections.</p></sec><sec id="s2-1-2"><title>Participants</title><p>The review will include studies of NIMART-trained nurses aged 18 years and older who care for people living with HIV. It will examine research that explores their experiences, challenges, and responses to HIV treatment and support. Studies from different health care settings, including clinics and community programs, will be included. Both qualitative and quantitative studies that focus on NIMART-trained nurses will be reviewed.</p></sec><sec id="s2-1-3"><title>Concept</title><p>The review will include studies focusing on the psychobiological and psychosocial responses of NIMART-trained nurses as they care for people living with HIV. Studies reporting both psychological and physiological measures will be classified as psychobiological, and studies reporting psychological outcomes within a social or environmental context will be classified as psychosocial. Studies reporting only social or organizational factors without psychological outcomes will be excluded. Studies that use interviews, surveys, or other research methods to explore these experiences will be considered. The aim will be to understand how their work affects them and what helps them cope.</p></sec><sec id="s2-1-4"><title>Context</title><p>The review will include studies conducted in health care settings where NIMART-trained nurses provide HIV care, such as hospitals, clinics, and community health centers. Studies will not be limited to any one country, so research from across the world will be included. This will help provide a more comprehensive understanding of how the experiences of NIMART-trained nurses may vary across different settings. Studies from both rural and urban health care settings will also be included in the review.</p></sec><sec id="s2-1-5"><title>Types of Evidence</title><p>Study characteristics will include study design and methodology (eg, qualitative, quantitative, or mixed methods), sample size, country, study setting, sample characteristics, and relevance to the review objectives. These characteristics will enable systematic recording during data extraction and will be summarized descriptively in both narrative and tabular form. The inclusion of studies will not depend on their methodological quality. <xref ref-type="table" rid="table1">Table 1</xref> provides an overview of the eligibility criteria.</p><table-wrap id="t1" position="float"><label>Table 1.</label><caption><p>Inclusion and exclusion criteria.</p></caption><table id="table1" frame="hsides" rules="groups"><thead><tr><td align="left" valign="bottom">Category</td><td align="left" valign="bottom">Inclusion criteria</td><td align="left" valign="bottom">Exclusion criteria</td></tr></thead><tbody><tr><td align="left" valign="top">Participants</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>NIMART<sup><xref ref-type="table-fn" rid="table1fn1">a</xref></sup>-trained nurses providing care for people living with HIV</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Other health care professionals not trained in NIMART (eg, doctors, lay counselors, and social workers)</p></list-item></list></td></tr><tr><td align="left" valign="top">Concept</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Studies examining psychobiological responses (psychological and physiological) and/or psychosocial responses (psychological outcomes within a social context)</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Studies that do not address psychobiological and psychosocial responses or focus only on clinical patient outcomes</p></list-item></list></td></tr><tr><td align="left" valign="top">Context</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Health care settings where NIMART-trained nurses provide HIV-related care (eg, clinics, hospitals, and community centers)</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Non&#x2013;health care or non&#x2013;HIV-related contexts</p></list-item></list></td></tr><tr><td align="left" valign="top">Study characteristics</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Empirical studies (quantitative, qualitative, and mixed methods studies; experimental and quasi-experimental designs)</p></list-item><list-item><p>English-language publications</p></list-item><list-item><p>Studies published between 2010 and 2026</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Non-English publications or studies lacking empirical data due to insufficient translation</p></list-item><list-item><p>Studies published before 2010</p></list-item></list></td></tr></tbody></table><table-wrap-foot><fn id="table1fn1"><p><sup>a</sup>NIMART: nurse-initiated management of antiretroviral therapy.</p></fn></table-wrap-foot></table-wrap></sec></sec><sec id="s2-2"><title>Search Strategy</title><p>A 3-step search strategy will be used in accordance with the JBI methodology for scoping reviews [<xref ref-type="bibr" rid="ref27">27</xref>]. The search process will ensure comprehensive coverage of both published and unpublished literature relevant to the review topic.</p><sec id="s2-2-1"><title>Step 1: Initial Search</title><p>An initial limited search of the PubMed, SABINET, PsycInfo, Scopus, CINAHL, and Google Scholar databases will be conducted to identify relevant literature and refine the search approach. The titles and abstracts of retrieved articles will be analyzed to identify indexing terms and synonyms related to the components of the review.</p></sec><sec id="s2-2-2"><title>Step 2: Full Search</title><p>A comprehensive search will be conducted using all identified keywords and index terms across the following databases and sources: PubMed, SABINET, PsycInfo, Scopus, CINAHL, and Google Scholar. The search strategy will be customized for each database to account for differences in syntax and the use of Boolean operators. This step will ensure the inclusion of all relevant studies that meet the eligibility criteria.</p></sec><sec id="s2-2-3"><title>Step 3: Searching Reference Lists and Gray Literature</title><p>The reference lists of all included studies will be manually reviewed to identify any additional relevant publications that may not have been captured through the database search.</p></sec></sec><sec id="s2-3"><title>Study Selection</title><p>All retrieved records will be exported to EndNote (Clarivate), where duplicates will be removed. Two independent reviewers will screen the titles and abstracts for eligibility. They will also independently screen the full texts of the articles that meet the inclusion criteria. If any disagreement arises regarding article inclusion or exclusion, a third reviewer will resolve it. The study selection will be documented and presented using the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) flow diagram [<xref ref-type="bibr" rid="ref26">26</xref>].</p></sec><sec id="s2-4"><title>Data Extraction</title><p>The research team has developed a standardized data charting form for extracting data from the included studies. Extracted data will include the following study elements: authors; year the study was completed; country; study design; study setting; number of participants; participant demographic characteristics; psychobiological responses to burnout, including biological signs of stress (eg, cortisol levels, changes in heart rate or blood pressure, and physical symptoms) and psychological measures of distress (eg, stress, anxiety, depression, burnout, coping with stress, and perceived control over work-related tasks); psychosocial responses to work-related stress; coping strategies used by nurses to manage work-related stress; key findings; study limitations; and cultural factors. Data from each included study will be extracted by 2 reviewers, compared, and confirmed by a third reviewer.</p></sec></sec><sec id="s3" sec-type="results"><title>Results</title><sec id="s3-1"><title>Overview</title><p><xref ref-type="fig" rid="figure1">Figure 1</xref> presents the preliminary PRISMA flow diagram outlining the initial stages of the study selection process. The finalized diagram, showing the total number of studies identified, screened, and included, will be provided in the completed scoping review. The scoping review protocol was developed in July 2025 and is expected to be completed by the end of July 2026; the current study was not funded externally. The researchers plan to conduct database searches in May and June 2026, screen titles and abstracts in July 2026, and review full texts and extract data in August and September 2026, followed by data synthesis and analysis. The review team anticipates submitting the manuscript for publication in October 2026.</p><fig position="float" id="figure1"><label>Figure 1.</label><caption><p>Preliminary PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) flow diagram.</p></caption><graphic alt-version="no" mimetype="image" position="float" xlink:type="simple" xlink:href="resprot_v15i1e87562_fig01.png"/></fig></sec><sec id="s3-2"><title>Data Analysis and Presentation of Results</title><p>The data will be analyzed using both thematic mapping and narrative synthesis. These methods will facilitate the systematic categorization and summary of study findings to reveal key patterns and gaps in research describing the psychobiological and psychosocial responses of NIMART-trained nurses. It is anticipated that the review will identify significant gaps in support structures and highlight the need for targeted interventions to improve nurse well-being, retention, and, ultimately, the quality of HIV care. Completion of the scoping review is anticipated by October 2026.</p></sec></sec><sec id="s4" sec-type="discussion"><title>Discussion</title><sec id="s4-1"><title>Principal Findings</title><p>This scoping review will document the body of research on the psychobiological and psychosocial responses of NIMART-trained nurses caring for people living with HIV. The anticipated findings of the review will provide a summary of the types of occupational stress, emotional burdens, coping methods, and workplace support systems reported in the literature regarding NIMART-trained nurses.</p><p>The review is expected to describe common patterns of how NIMART-trained nurses engaged in HIV service delivery report experiencing and documenting their psychological responses (stress, burnout, fatigue, and emotional distress). In addition, the review will explore psychosocial responses, such as workplace relationships, stigma, social support, and organizational factors, that affect nurses&#x2019; experience of delivering HIV care.</p></sec><sec id="s4-2"><title>Comparison With Previous Work</title><p>Previous studies demonstrate the psychosocial challenges facing the nurses who provide care for people living with HIV, including high burnout, emotional exhaustion, and depression due to heavy workloads and other pressures associated with providing care [<xref ref-type="bibr" rid="ref28">28</xref>]. Additionally, the expansion of nursing roles resulting from the introduction of NIMART has been shown to increase nurses&#x2019; confidence when administering ART. This expansion has created operational challenges related to staff training, mentorship, and support systems, influenced by both professional and social responses [<xref ref-type="bibr" rid="ref7">7</xref>,<xref ref-type="bibr" rid="ref11">11</xref>,<xref ref-type="bibr" rid="ref18">18</xref>]. A narrative review of NIMART over a decade further emphasizes the importance of factors that enable or prevent effective HIV care delivered by NIMART-trained nurses, including the quality of training, the level of supportive supervision, and the availability of human resources.</p></sec><sec id="s4-3"><title>Limitations</title><p>Potential limitations of this scoping review may arise from the decision to include only English-language literature, potentially excluding studies published in other languages. Additionally, there will be no formal assessment of the methodological quality of the studies included in this review, which may limit the conclusions regarding the strength of the available evidence.</p></sec><sec id="s4-4"><title>Future Research and Methods of Dissemination</title><p>This review may provide evidence to support future research and development of interventions that support the well-being of NIMART-trained nurses who care for people living with HIV. The results will be published in a peer-reviewed journal and presented at academic or public health conferences, nursing institutions that provide NIMART training, and health care facilities.</p></sec><sec id="s4-5"><title>Conclusions</title><p>In this scoping review, we will map the psychobiological and psychosocial responses faced by the NIMART-trained nurses. By identifying these responses, we seek to support the creation of necessary mechanisms to protect nurse well-being and ensure adequate care for individuals who rely on them for HIV care delivery.</p></sec></sec></body><back><ack><p>The authors would like to thank the University of Venda for its institutional support for this research project.</p><p>The authors confirm that the AI tool (Grammarly) was used for grammar correction and language editing, but no AI-generated content was incorporated into the manuscript.</p></ack><notes><sec><title>Funding</title><p>The authors declared no financial support was received for this work.</p></sec></notes><fn-group><fn fn-type="con"><p>Conceptualization, methodology, writing of the original draft, project preparation, and study screening were conducted by PDT. LM and MM provided supervision. All authors reviewed and approved the final manuscript.</p></fn><fn fn-type="conflict"><p>None declared.</p></fn></fn-group><glossary><title>Abbreviations</title><def-list><def-item><term id="abb1">ART</term><def><p>antiretroviral therapy</p></def></def-item><def-item><term id="abb2">JBI</term><def><p>Joanna Briggs Institute</p></def></def-item><def-item><term id="abb3">NIMART</term><def><p>nurse-initiated management of antiretroviral therapy</p></def></def-item><def-item><term id="abb4">PRISMA</term><def><p>Preferred Reporting Items for Systematic Reviews and Meta-Analyses</p></def></def-item><def-item><term id="abb5">PRISMA-ScR</term><def><p>Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews</p></def></def-item><def-item><term id="abb6">WHO</term><def><p>World Health Organization</p></def></def-item></def-list></glossary><ref-list><title>References</title><ref id="ref1"><label>1</label><nlm-citation 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