<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="systematic-review" dtd-version="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">F1000Research</journal-id>
            <journal-title-group>
                <journal-title>F1000Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2046-1402</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/f1000research.178915.1</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Systematic Review</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Health Literacy as A Determinant of Treatment Success in Multidrug Resistance Tuberculosis: A Systematic Review</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: 1 approved with reservations]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Sugiarsi</surname>
                        <given-names>Sri</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <uri content-type="orcid">https://orcid.org/0000-0001-5148-9326</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Sulaeman</surname>
                        <given-names>Endang Sutisna</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Anantanyu</surname>
                        <given-names>Sapja</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Lestari</surname>
                        <given-names>Anik</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Doctoral Program of Development Extension and Community Empowerment, Universitas Sebelas Maret, Surakarta, Central Java, 57126, Indonesia</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:sri.sugiarsi14@gmail.com">sri.sugiarsi14@gmail.com</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>19</day>
                <month>4</month>
                <year>2026</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2026</year>
            </pub-date>
            <volume>15</volume>
            <elocation-id>576</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>25</day>
                    <month>3</month>
                    <year>2026</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Sugiarsi S et al.</copyright-statement>
                <copyright-year>2026</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/15-576/pdf"/>
            <abstract>
                <sec>
                    <title>Background</title>
                    <p>Multidrug-resistant tuberculosis (MDR-TB) remains a serious global health threat, with treatment success rates stagnating despite advances in therapy. Health literacy, defined as the ability to access, understand, evaluate, and apply health information, may play a role as a modifiable determinant of MDR-TB treatment success.</p>
                </sec>
                <sec>
                    <title>Methods</title>
                    <p>Two databases (PubMed and Scopus) were used following the PRISMA guidelines to find articles published between January 1st, 2015, and October 11st, 2025. A total of 231 records were identified and seven articles were included in this systematic review.</p>
                </sec>
                <sec>
                    <title>Results</title>
                    <p>Health literacy was operationalized via patient knowledge, counseling/education, self-care behaviors, communication, and digital adherence support, with outcomes capturing adherence, completion, attitudes, self-care, and literacy levels. Synthesis suggested a consistent directionality in which literacy-oriented strategies and communication-focused approaches aligned with improved adherence and programmatic indicators, while contextual and methodological heterogeneity limited cross-study comparability.</p>
                </sec>
                <sec>
                    <title>Conclusion</title>
                    <p>Available evidence supports health literacy as a promising, modifiable lever to enhance MDR-TB adherence and treatment success, particularly when addressed through multi-component, patient-centered strategies. Future work should use validated, multidomain literacy instruments and robust designs to quantify effects and guide scalable, literacy-sensitive MDR-TB programs.</p>
                </sec>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Health Literacy</kwd>
                <kwd>Multidrug-resistant</kwd>
                <kwd>Systematic Review</kwd>
                <kwd>Treatment</kwd>
                <kwd>Tuberculosis</kwd>
            </kwd-group>
            <funding-group>
                <funding-statement>The author(s) declared that no grants were involved in supporting this work.</funding-statement>
            </funding-group>
        </article-meta>
    </front>
    <body>
        <sec id="sec5" sec-type="intro">
            <title>Introduction</title>
            <p>Tuberculosis (TB) remains one of the leading causes of death from infectious disease globally, despite major advances in diagnosis and treatment.
                <sup>
                    <xref ref-type="bibr" rid="ref1">1</xref>
                </sup> According to the World Health Organization (WHO) Global Tuberculosis Report 2024,
                <sup>
                    <xref ref-type="bibr" rid="ref1">1</xref>
                </sup> an estimated 10.3 million people developed TB in 2023, with 1.3 million deaths among HIV-negative individuals and 167,000 deaths among those living with HIV. Among all forms of TB, multidrug-resistant and rifampicin-resistant tuberculosis (MDR/RR-TB) represents one of the most critical public health threats.
                <sup>
                    <xref ref-type="bibr" rid="ref2">2</xref>
                </sup> In 2023, approximately 410,000 people developed MDR/RR-TB, but treatment success remained at only around 50%, far below the End TB Strategy target of 90%.
                <sup>
                    <xref ref-type="bibr" rid="ref3">3</xref>
                </sup> The low success rate reflects the persistent challenges of long treatment duration, severe drug-related side effects, and high loss-to-follow-up rates, especially in low- and middle-income countries (LMICs) where TB burden is highest.
                <sup>
                    <xref ref-type="bibr" rid="ref4">4</xref>
                </sup>
            </p>
            <p>Treatment adherence is the cornerstone of successful MDR-TB management.
                <sup>
                    <xref ref-type="bibr" rid="ref5">5</xref>
                </sup> Patients are required to complete months of multidrug regimens with strict dosing schedules and frequent clinical monitoring.
                <sup>
                    <xref ref-type="bibr" rid="ref6">6</xref>
                </sup> Non-adherence contributes to treatment failure, relapse, and the emergence of multidrug-resistant TB (XDR-TB), which further complicates control efforts.
                <sup>
                    <xref ref-type="bibr" rid="ref7">7</xref>
                </sup> While structural and programmatic barriers such as drug stock-outs, limited healthcare access, and inadequate supervision are well documented, behavioral and cognitive determinants of adherence are increasingly recognized as critical but underexplored.
                <sup>
                    <xref ref-type="bibr" rid="ref8">8</xref>
                </sup> Patients&#x2019; understanding of their disease, their ability to follow medical instructions, and their confidence in communicating with healthcare providers are essential components of long-term treatment success. These elements are collectively influenced by health literacy.
                <sup>
                    <xref ref-type="bibr" rid="ref9">9</xref>
                </sup>
            </p>
            <p>Health literacy, as defined by the WHO and Nutbeam&#x2019;s conceptual model, is the ability of individuals to access, understand, evaluate, and apply health-related information to make informed decisions regarding their health.
                <sup>
                    <xref ref-type="bibr" rid="ref1">1</xref>
                </sup> It encompasses three progressive domains, functional, communicative, and critical literacywhich collectively determine how effectively individuals can engage with the healthcare system.
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> Evidence from chronic diseases such as diabetes, hypertension, and HIV demonstrates that higher health literacy is associated with better treatment adherence, improved self-management, and reduced hospitalization rates.
                <sup>
                    <xref ref-type="bibr" rid="ref11">11</xref>
                </sup> Conversely, low health literacy has been linked to poor medication compliance, misunderstanding of instructions, delayed care-seeking, and increased morbidity.
                <sup>
                    <xref ref-type="bibr" rid="ref12">12</xref>
                </sup> In the context of TB, patients with limited literacy may struggle to comprehend complex treatment regimens, recognize side effects, or maintain consistent communication with health professionals, thereby increasing the risk of poor outcomes.
                <sup>
                    <xref ref-type="bibr" rid="ref13">13</xref>
                </sup>
            </p>
            <p>Previous studies on TB adherence have primarily focused on pharmacological, structural, or technological interventions rather than literacy-related factors.
                <sup>
                    <xref ref-type="bibr" rid="ref14">14</xref>
                </sup> For instance, research on directly observed therapy (DOTS) emphasized supervision and logistical support, while more recent digital adherence technologies such as electronic medication monitors and mobile phone reminders have improved monitoring capacity but do not always address the underlying issue of comprehension and empowerment.
                <sup>
                    <xref ref-type="bibr" rid="ref15">15</xref>
                </sup> Moreover, patient education and counseling interventions have shown promise in enhancing adherence, yet these initiatives often lack a standardized framework for assessing or improving health literacy levels.
                <sup>
                    <xref ref-type="bibr" rid="ref16">16</xref>
                </sup> Systematic reviews on TB adherence have largely evaluated intervention effectiveness or digital innovations, but few have specifically examined health literacy as a determinant of treatment success in MDR-TB. Consequently, there remains a critical gap in understanding how literacy shapes adherence behaviors, patient&#x2013;provider communication, and long-term outcomes within MDR-TB programs.</p>
            <p>This study aimed to summary the evidence on health literacy as a determinant of treatment success in MDR-TB and describe intervention approaches targeting literacy-related domains.</p>
        </sec>
        <sec id="sec6" sec-type="methods">
            <title>Methods*</title>
            <sec id="sec7">
                <title>Study design</title>
                <p>This systematic review was conducted to synthesize existing evidence on the relationship between health literacy and treatment success in patients with multidrug-resistant tuberculosis (MDR-TB) between January 1, 2015, and October 11, 2025. This review follows the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA 2020) guidelines. All identified records were imported into Zotero (
                    <ext-link ext-link-type="uri" xlink:href="https://www.zotero.org/accessed">https://www.zotero.org/accessed</ext-link> on 11 October 2025) for reference management and automatic duplicate removal.</p>
            </sec>
            <sec id="sec8">
                <title>Search strategy</title>
                <p>A comprehensive literature search was performed in PubMed and Scopus databases on October 11, 2025. The search strategy combined Medical Subject Headings (MeSH) and free-text terms related to tuberculosis, health literacy, and treatment outcomes. The search key included a combination of keywords: &#x201c;multidrug-resistant tuberculosis&#x201d; OR &#x201c;MDR-TB&#x201d; OR &#x201c;rifampicin-resistant tuberculosis&#x201d; AND &#x201c;health literacy&#x201d; OR &#x201c;health education&#x201d; OR &#x201c;health information&#x201d; OR &#x201c;self-care behavior&#x201d; AND &#x201c;treatment outcome&#x201d; OR &#x201c;treatment success&#x201d; OR &#x201c;adherence&#x201d; OR &#x201c;completion.&#x201d;. Additional articles were identified by manually screening the reference lists of relevant studies and grey literature in WHO and World Bank repositories, as well as Google Scholar.</p>
            </sec>
            <sec id="sec9">
                <title>Eligibility criteria</title>
                <p>Studies were considered eligible if they investigated health literacy, patient knowledge, or educational interventions as determinants, mediators, or predictors of treatment adherence or treatment success among patients diagnosed with multidrug-resistant or rifampicin-resistant tuberculosis (MDR/RR-TB). Eligible studies included those employing quantitative, qualitative, or mixed-methods designs, published as peer-reviewed full-text articles in English between January 2015 and October 2025. Studies were excluded if they focused exclusively on drug-susceptible tuberculosis, lacked original outcome data (such as review articles, commentaries, editorials, or study protocols), or were conference abstracts without peer review.</p>
            </sec>
            <sec id="sec10">
                <title>Study selection</title>
                <p>Two independent reviewers screened the titles and abstracts of all retrieved records using predefined eligibility criteria in Rayyan AI software.
                    <sup>
                        <xref ref-type="bibr" rid="ref17">17</xref>
                    </sup> Discrepancies were resolved through discussion and consensus. Full texts of potentially relevant articles were then reviewed to confirm eligibility. A third reviewer verified the inclusion list to ensure completeness.</p>
                <p>For each included study, the following data were extracted into a standardized Excel template: author, year, country, study design, study type, evaluation method, and outcomes (
                    <xref ref-type="table" rid="T1">
Table 1</xref>). Data synthesis was performed through descriptive summary and thematic analysis of relationships between health literacy dimensions and MDR-TB treatment outcomes. This systematic review was not prospectively registered in the PROSPERO database.</p>
                <table-wrap id="T1" orientation="portrait" position="float">
                    <label>
Table 1. </label>
                    <caption>
                        <title>Main characteristics of the studies.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Author (year)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Country</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Design</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Study type</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Duration of intervention</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Evaluation</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Outcome</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Charalambous et al. (2024)</bold>
                                    <xref ref-type="bibr" rid="ref18">
                                        <sup>18</sup>
                                    </xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">South Africa</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Cluster RCT</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital adherence system (Wisepill EvriMED + tiered feedback) vs standard care</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">45&#x00a0;months</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Adherence (&#x2265;80%), clinical outcomes</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Adherence improved (81% vs 51%), but no significant difference in treatment outcomes.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Dilas et al. (2023)</bold>
                                    <xref ref-type="bibr" rid="ref19">
                                        <sup>19</sup>
                                    </xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Peru</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Cross-sectional
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Nurse-led health education mediating social support&#x2013;adherence link</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">10&#x00a0;months</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">SEM mediation model</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Health education significantly improved adherence and mediated social support effects.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Peresu et al. (2022)</bold>
                                    <xref ref-type="bibr" rid="ref20">
                                        <sup>20</sup>
                                    </xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Eswatini</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Cross-sectional
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">KAP of community supporters delivering MDR-TB injections</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1&#x00a0;months</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Questionnaire &amp; observation</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">KAP satisfactory, but 35% held stigma; highlights need for literacy-oriented MDR-TB training.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Thomas et al. (2021)</bold>
                                    <xref ref-type="bibr" rid="ref21">
                                        <sup>21</sup>
                                    </xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">India</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Qualitative</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Medication Event Reminder Monitor (digital pillbox for MDR-TB)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">11&#x00a0;months</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Thematic analysis (UTAUT framework)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Highly acceptable; improved organization and HCP relations; barriers: stigma, device issues.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Horter et al. (2020)</bold>
                                    <xref ref-type="bibr" rid="ref22">
                                        <sup>22</sup>
                                    </xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Uzbekistan</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Qualitative</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Person-centred MDR-TB care (short-course regimen)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2&#x00a0;months</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">In-depth interviews with patients &amp; HCWs</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Dialogue and education built trust and motivation; improved adherence through engagement.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Deshmukh et al. (2018)</bold>
                                    <xref ref-type="bibr" rid="ref23">
                                        <sup>23</sup>
                                    </xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">India</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Qualitative (Grounded Theory)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Social, family, and counselling support (PSG model)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">7&#x00a0;months</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Thematic analysis (Social Cognitive Theory)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Key adherence drivers: awareness, counselling, family/social support, nutrition.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Leeka et al. (2025)</bold>
                                    <xref ref-type="bibr" rid="ref24">
                                        <sup>24</sup>
                                    </xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Thailand</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Case&#x2013;control</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Determinants of MDR-TB (health literacy, attitudes, self-care, income)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6&#x00a0;months</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Multivariable logistic regression</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Low HL (AOR&#x00a0;=&#x00a0;2.11) independently predicted MDR-TB; poor attitude/self-care also significant.</td>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <p>

                            <bold>Note</bold>: 
                            <bold>RCT</bold>&#x00a0;=&#x00a0;Randomized Controlled Trial; 
                            <bold>HL</bold>&#x00a0;=&#x00a0;Health Literacy
                            <bold>; KAP</bold>&#x00a0;=&#x00a0;Knowledge, Attitude, and Practice; 
                            <bold>MDR-TB
</bold>&#x00a0;=&#x00a0;Multidrug-Resistant Tuberculosis; 
                            <bold>RR-TB
</bold>&#x00a0;=&#x00a0;Rifampicin-Resistant Tuberculosis; 
                            <bold>DS-TB
</bold>&#x00a0;=&#x00a0;Drug-Susceptible Tuberculosis; 
                            <bold>HCW</bold>&#x00a0;=&#x00a0;Health Care Worker; 
                            <bold>HCP</bold>&#x00a0;=&#x00a0;Health Care Provider; 
                            <bold>PSG</bold>&#x00a0;=&#x00a0;Patient Support Group; 
                            <bold>AE</bold>&#x00a0;=&#x00a0;Adverse Event; 
                            <bold>QALY</bold>&#x00a0;=&#x00a0;Quality-Adjusted Life Year; 
                            <bold>HRQoL</bold>&#x00a0;=&#x00a0;Health-Related Quality of Life; 
                            <bold>SEM</bold>&#x00a0;=&#x00a0;Structural Equation Modeling; 
                            <bold>UTAUT</bold>&#x00a0;=&#x00a0;Unified Theory of Acceptance and Use of Technology; 
                            <bold>AOR</bold>&#x00a0;=&#x00a0;Adjusted Odds Ratio; 
                            <bold>ARR</bold>&#x00a0;=&#x00a0;Adjusted Risk Ratio; 
                            <bold>LTFU</bold>&#x00a0;=&#x00a0;Lost to Follow Up.</p>
                        <p>
                            <xref ref-type="table" rid="T1">
Table 1</xref> Show Main characteristics of the included studies evaluating adherence interventions and determinants in MDR-TB and related contexts.</p>
                    </table-wrap-foot>
                </table-wrap>
            </sec>
        </sec>
        <sec id="sec11" sec-type="results">
            <title>Results*</title>
            <p>The systematic search yielded a total of 231 records, consisting of 42 from PubMed and 189 from Scopus. Following the removal of 68 duplicates, 163 unique records were screened for eligibility based on titles and abstracts. During this phase, 152 records were excluded for not meeting the predefined inclusion criteria due to factors such as inappropriate study design (n&#x00a0;=&#x00a0;48), publication type (n&#x00a0;=&#x00a0;39), study population (n&#x00a0;=&#x00a0;24), or reported outcomes (n&#x00a0;=&#x00a0;41). The remaining 11 full-text articles were retrieved for comprehensive evaluation. After detailed assessment, four articles were excluded two that did not contain a specific health-literacy-related intervention and two that were not available in open access format. Ultimately, seven studies satisfied all inclusion criteria and were incorporated into the final synthesis, as illustrated in (
                <xref ref-type="fig" rid="f1">
Figure 1</xref>).</p>
            <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                <label>
Figure 1. </label>
                <caption>
                    <title>PRISMA flowchart diagram.</title>
                    <p>
                        <xref ref-type="fig" rid="f1">
Figure 1</xref> illustrates the identification, screening, eligibility assessment, and inclusion of studies following the PRISMA guidelines.</p>
                </caption>
                <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/197358/7e7fe0bb-2317-4e2b-bc09-65272604ef71_figure1.gif"/>
            </fig>
            <sec id="sec12">
                <title>Summary of included studies</title>
                <p>A total of seven studies published between 2018 and 2025 met the inclusion criteria and were incorporated into the final synthesis (
                    <xref ref-type="table" rid="T1">
Table 1</xref>). These studies were conducted across six low- and middle-income countries: India (n&#x00a0;=&#x00a0;2), Uzbekistan (n&#x00a0;=&#x00a0;1), Thailand (n&#x00a0;=&#x00a0;1), Eswatini (n&#x00a0;=&#x00a0;1), Peru (n&#x00a0;=&#x00a0;1), and South Africa (n&#x00a0;=&#x00a0;1) (see 
                    <xref ref-type="table" rid="T1">
Table 1</xref>). Collectively, they represent diverse regional contexts of multidrug-resistant tuberculosis (MDR-TB) management and various methodological approaches, including one cluster randomized controlled trial, one case&#x2013;control study, two cross-sectional analytical studies, and three qualitative investigations.</p>
                <p>The interventions examined were heterogeneous in design and focus, reflecting multiple operationalizations of health literacy. Quantitative studies primarily assessed patient education, health literacy levels, self-care behaviours, and determinants of adherence using standardized questionnaires and statistical modelling. Qualitative research explored communication, counselling, and patient provider relationships through thematic and grounded theory approaches. Duration of interventions ranged from one month to forty-five months, indicating variability in the depth and sustainability of implementation across settings.</p>
                <p>In South Africa,
                    <sup>
                        <xref ref-type="bibr" rid="ref18">18</xref>
                    </sup> a cluster randomized trial evaluated a digital adherence support system using Wisepill EvriMED with tiered feedback, demonstrating improved adherence rates compared to standard care. Cross-sectional studies in Peru
                    <sup>
                        <xref ref-type="bibr" rid="ref19">19</xref>
                    </sup> and Eswatini
                    <sup>
                        <xref ref-type="bibr" rid="ref20">20</xref>
                    </sup> investigated nurse-led health education and the knowledge, attitudes, and practices of community treatment supporters, respectively. In India
                    <sup>
                        <xref ref-type="bibr" rid="ref21">21</xref>
                    </sup> and Uzbekistan,
                    <sup>
                        <xref ref-type="bibr" rid="ref22">22</xref>
                    </sup> qualitative studies assessed patient experiences with digital pillboxes and person-centered care models, emphasizing engagement and communication in MDR-TB management. A grounded theory study
                    <sup>
                        <xref ref-type="bibr" rid="ref23">23</xref>
                    </sup> further highlighted the role of family and social support in adherence. Finally, a case&#x2013;control study in Thailand
                    <sup>
                        <xref ref-type="bibr" rid="ref24">24</xref>
                    </sup> identified limited health literacy as an independent predictor of MDR-TB occurrence, underscoring literacy&#x2019;s influence on patient outcomes. Overall, the included studies captured a broad spectrum of literacy-related interventions, ranging from digital tools and educational counselling to person-centered frameworks, evaluated through both behavioural and clinical indicators of adherence and treatment success.</p>
            </sec>
        </sec>
        <sec id="sec13" sec-type="discussion">
            <title>Discussion*</title>
            <p>To the best of our knowledge, this is the first systematic review to critically synthesize the evidence on the role of health literacy in determining treatment success for multidrug-resistant tuberculosis (MDR-TB). Our analysis of seven geographically diverse studies confirms that health literacy is a pivotal, yet complex, factor in MDR-TB care. However, it also reveals a field in its infancy, characterized by conceptual fragmentation and methodological challenges that must be addressed to translate potential into practice.</p>
            <sec id="sec14">
                <title>Conceptual fragmentation and the operationalization of health literacy</title>
                <p>A primary finding of this review is the striking conceptual inconsistency in how health literacy is operationalized across the MDR-TB literature. We observed a conceptual blurring where &#x201c;health literacy&#x201d; was interchangeably used to describe patient knowledge, educational interventions, self-care behaviors, and communication skills. This conflation treats health literacy as both an input and an outcome, thereby complicating the synthesis of evidence and obscuring the true mechanistic role it plays. For instance, Study in Eswatini
                    <sup>
                        <xref ref-type="bibr" rid="ref20">20</xref>
                    </sup> measured literacy via knowledge and attitudes,
                    <sup>
                        <xref ref-type="bibr" rid="ref20">20</xref>
                    </sup> study in Peru
                    <sup>
                        <xref ref-type="bibr" rid="ref19">19</xref>
                    </sup> framed it as an educational intervention mediating social support. To advance this field, it is imperative to adopt a unified theoretical framework, such as S&#x00f8;rensen&#x2019;s Integrated Model, which distinguishes between functional (accessing and understanding information), interactive (communicating and applying information), and critical (critically appraising information for informed decision-making) health literacy dimensions.
                    <sup>
                        <xref ref-type="bibr" rid="ref25">25</xref>
                    </sup> The critical gap highlighted by our review is the complete absence of studies using validated, multidomain health literacy instruments tailored to the MDR-TB context. Without such tools, we cannot pinpoint which specific literacy dimension understanding drug side-effects (functional) or negotiating treatment with a provider (interactive) is most predictive of treatment success, thereby hindering the development of targeted interventions.</p>
            </sec>
            <sec id="sec15">
                <title>Mechanistic pathways linking health literacy to treatment success</title>
                <p>Beyond mere association, our synthesis elucidates the complex, multi-faceted mechanistic pathways through which health literacy influences MDR-TB outcomes. The evidence demonstrates that its role is not monolithic but context-dependent. It functions as a direct predictor, as shown study in Thailand
                    <sup>
                        <xref ref-type="bibr" rid="ref24">24</xref>
                    </sup> where low health literacy independently doubled the odds of MDR-TB. More subtly, it acts as a mediator, exemplified study in Peru,
                    <sup>
                        <xref ref-type="bibr" rid="ref19">19</xref>
                    </sup> where health literacy was the crucial cognitive and skills-based mechanism that translated external social support into internalized motivation and actionable self-care behaviors, ultimately improving adherence. Furthermore, health literacy serves as a critical enabler for digital health technologies. The studies in India
                    <sup>
                        <xref ref-type="bibr" rid="ref21">21</xref>
                    </sup> and South Africa
                    <sup>
                        <xref ref-type="bibr" rid="ref18">18</xref>
                    </sup> demonstrate that the efficacy of digital pillboxes and adherence monitors is contingent upon a patient&#x2019;s baseline literacy to interpret device alerts, understand their significance, and problem-solve technical issues. This novel insight moves the field beyond a simple linear correlation and positions health literacy as a dynamic competency that interacts with and amplifies other therapeutic factors.</p>
            </sec>
            <sec id="sec16">
                <title>The efficacy and active components of literacy-sensitive interventions</title>
                <p>The included studies evaluated a spectrum of intervention modalities, from digital pillboxes to person-centred counselling. Our analysis suggests that while technology-driven tools show promise for objective monitoring, the most profound impacts on long-term adherence likely stem from interactive, dialogue-based models. The Study in Uzbekistan
                    <sup>
                        <xref ref-type="bibr" rid="ref22">22</xref>
                    </sup> on person-centred care is paradigmatic; its effectiveness lies in its direct cultivation of interactive health literacy. By fostering open dialogue between patients and healthcare workers,
                    <sup>
                        <xref ref-type="bibr" rid="ref26">26</xref>
                    </sup> it builds trust, mutual understanding, and shared decision-making, which in turn enhances intrinsic motivation and the problem-solving skills necessary to navigate a lengthy
                    <sup>
                        <xref ref-type="bibr" rid="ref27">27</xref>
                    </sup> and arduous treatment course.
                    <sup>
                        <xref ref-type="bibr" rid="ref28">28</xref>,
                        <xref ref-type="bibr" rid="ref29">29</xref>
                    </sup> A critical synthesis of these findings leads us to highlight that the most successful interventions are inherently multi-component. They do not seek to improve literacy in a vacuum but integrate literacy support within a broader framework that simultaneously addresses structural barriers such as stigma,
                    <sup>
                        <xref ref-type="bibr" rid="ref23">23</xref>
                    </sup> nutritional support, and socioeconomic constraints, creating a holistic ecosystem for patient success.</p>
            </sec>
            <sec id="sec17">
                <title>Contextual drivers and the imperative for localized strategies</title>
                <p>The exclusive derivation of evidence from low- and middle-income countries (LMICs)
                    <sup>
                        <xref ref-type="bibr" rid="ref18">18</xref>,
                        <xref ref-type="bibr" rid="ref23">23</xref>
                    </sup> underscores the global health equity dimensions of the MDR-TB challenge and rightly focuses attention on the settings where the burden is greatest. Our review clearly indicates that local context acts as a powerful effect modifier. The impact of a health literacy intervention is not determined solely by its design but is profoundly shaped by local health system structures, cultural beliefs about illness and medication, and the pervasive level of TB-related stigma, which varied significantly between the settings in Eswatini,
                    <sup>
                        <xref ref-type="bibr" rid="ref20">20</xref>
                    </sup> Peru,
                    <sup>
                        <xref ref-type="bibr" rid="ref19">19</xref>
                    </sup> and India.
                    <sup>
                        <xref ref-type="bibr" rid="ref21">21</xref>
                    </sup> This necessitates a fundamental rejection of the &#x201c;one-size-fits-all&#x201d; approach.
                    <sup>
                        <xref ref-type="bibr" rid="ref30">30</xref>
                    </sup> Strategies must be locally adapted and co-designed with communities to ensure cultural resonance
                    <sup>
                        <xref ref-type="bibr" rid="ref31">31</xref>
                    </sup> and address context-specific barriers.
                    <sup>
                        <xref ref-type="bibr" rid="ref24">24</xref>
                    </sup> In this endeavour, the dual role of community health workers and peer supporters, as highlighted across multiple studies,
                    <sup>
                        <xref ref-type="bibr" rid="ref32">32</xref>
                    </sup> becomes indispensable. They act not only as literacy facilitators but also as cultural translators, effectively bridging the chasm between the formal health system and the patient&#x2019;s lived experience.
                    <sup>
                        <xref ref-type="bibr" rid="ref33">33</xref>
                    </sup>
                </p>
                <p>This review consolidates compelling evidence that strengthening health literacy is a viable and patient-centric strategy to improve MDR-TB treatment outcomes. It is a modifiable determinant that operates through direct, mediated, and enabling pathways and is most effectively bolstered through multi-component, person-centred interventions. However, these conclusions must be interpreted in the context of this review&#x2019;s limitations. The small number of included studies (n&#x00a0;=&#x00a0;7), their significant methodological heterogeneity (encompassing RCTs, cross-sectional, and qualitative designs), and the restriction to English-language publications may introduce selection bias and limit the generalizability of our findings. Furthermore, the conceptual fragmentation discussed earlier inherently constrains the robustness of any cross-study synthesis. These limitations, however, clearly chart the course for future research. There is an urgent need for prospective cohort studies that employ validated, multidimensional health literacy instruments to establish causal relationships and quantify the effect size of specific literacy dimensions. Concurrently, the field requires the development and rigorous evaluation of complex interventions specifically designed to target functional, interactive, and critical health literacy within MDR-TB care programs. Translating this evidence into practice demands that national TB programs move beyond passive information dissemination and instead integrate routine health literacy assessments and train healthcare providers in literacy-sensitive communication techniques. By doing so, we can leverage health literacy not just as a concept, but as a powerful, evidence-based tool to combat the global threat of MDR-TB.</p>
            </sec>
        </sec>
        <sec id="sec18" sec-type="conclusion">
            <title>Conclusion</title>
            <p>This systematic review establishes health literacy as a critical and modifiable determinant of treatment success in multidrug-resistant tuberculosis (MDR-TB), functioning through direct, mediated, and enabling pathways. The findings advocate for the integration of structured, multidimensional health literacy assessments into MDR-TB programs and highlight the superior efficacy of interactive, person-centred interventions over passive education. These insights position enhanced health literacy as a viable, patient-centric strategy to improve adherence and outcomes in MDR-TB care. However, the current evidence base is limited by conceptual inconsistencies and methodological heterogeneity. Therefore, future research must employ validated health literacy instruments to precisely quantify its impact and develop targeted interventions, which is essential for optimizing MDR-TB treatment and curbing the global threat of drug resistance.</p>
        </sec>
    </body>
    <back>
        <sec id="sec21" sec-type="data-availability">
            <title>Data availability*</title>
            <p>All data underlying the results are available as part of the article and no additional source data are required.</p>
            <p>Extended data supporting this study are available in Figshare.
                <sup>
                    <xref ref-type="bibr" rid="ref34">34</xref>
                </sup>
            </p>
            <p>Figshare: PRISMA flowchart for &#x201c;Health Literacy as a Determinant of Treatment Success in Multidrug-Resistant Tuberculosis: A Systematic Review&#x201d; 
                <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.31821010">https://doi.org/10.6084/m9.figshare.31821010</ext-link>
                <sup>
                    <xref ref-type="bibr" rid="ref34">34</xref>
                </sup>
            </p>
            <p>Data are available under the terms of the 
                <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/publicdomain/zero/1.0/">Creative Commons Zero "No rights reserved" data waiver (CC0 1.0 Public domain dedication)</ext-link>.</p>
        </sec>
        <ack>
            <title>Acknowledgements</title>
            <p>The authors would like to express their gratitude to the Graduate School of Universitas Sebelas Maret for providing institutional support and access to resources during the preparation of this systematic review.</p>
        </ack>
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    <sub-article article-type="reviewer-report" id="report482828">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.197358.r482828</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Zavaleta</surname>
                        <given-names>Milagros</given-names>
                    </name>
                    <xref ref-type="aff" rid="r482828a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-2743-9035</uri>
                </contrib>
                <aff id="r482828a1">
                    <label>1</label>Research and development, BTS Consultores S.A.C., Lima ,, Peru</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>8</day>
                <month>6</month>
                <year>2026</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Zavaleta M</copyright-statement>
                <copyright-year>2026</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport482828" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.178915.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve-with-reservations</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>The review aims to summarize evidence on health literacy as a determinant of treatment success in MDR-TB and describe intervention approaches targeting literacy-related domains. This is appropriate and relevant. However, the objective should be refined into a more structured review question, ideally specifying the population, exposure or intervention, comparator where applicable, and outcomes.</p>
            <p> </p>
            <p> The rationale is generally clear, and the introduction explains the clinical importance of MDR-TB, the relevance of adherence, and the potential role of health literacy as a modifiable factor. The objective is also stated to summarize evidence on health literacy as a determinant of treatment success in MDR-TB and describe literacy-related intervention approaches.</p>
            <p> </p>
            <p> Regarding the methods, these are partially reproducible, although important details are missing. The authors report the databases searched, date range, search date, broad eligibility criteria, use of Rayyan and Zotero, and the PRISMA flow diagram on page 6. Nevertheless, the full database-specific search strategies, screening form, data extraction process, risk-of-bias assessment, certainty-of-evidence approach, and justification for excluding non-open-access articles are not sufficiently detailed. These omissions limit reproducibility.</p>
            <p> </p>
            <p> The use of descriptive and thematic synthesis is broadly appropriate given the small number of studies included and their heterogeneity. The included studies vary substantially in design, intervention type, outcome measures, and analytical methods, as shown in Table 1 on page 5. Nonetheless, the review does not adequately justify the absence of meta-analysis, does not provide a structured heterogeneity assessment, and does not include risk-of-bias or certainty-of-evidence assessment. Some interpretations are stronger than the underlying statistical evidence supports.</p>
            <p> </p>
            <p> It is suggested that the authors make the conclusions more cautious. The results support the view that health literacy-related factors may be relevant to MDR-TB adherence and patient engagement. That said, the evidence base consists of only seven heterogeneous studies, including observational and qualitative designs, and health literacy is inconsistently defined across studies. Claims that health literacy is a &#x201c;critical determinant&#x201d; or that certain interventions have superior efficacy are not fully demonstrated by the presented evidence.</p>
            <p> </p>
            <p> The conclusion should emphasize association and potential importance rather than definitive causal or effectiveness claims.</p>
            <p>Are the rationale for, and objectives of, the Systematic Review clearly stated?</p>
            <p>Partly</p>
            <p>Is the statistical analysis and its interpretation appropriate?</p>
            <p>Partly</p>
            <p>If this is a Living Systematic Review, is the &#x2018;living&#x2019; method appropriate and is the search schedule clearly defined and justified? (&#x2018;Living Systematic Review&#x2019; or a variation of this term should be included in the title.)</p>
            <p>Not applicable</p>
            <p>Are sufficient details of the methods and analysis provided to allow replication by others?</p>
            <p>Partly</p>
            <p>Are the conclusions drawn adequately supported by the results presented in the review?</p>
            <p>Partly</p>
            <p>Reviewer Expertise:</p>
            <p>Molecular biology, MDR-TB genotyping, development and research for diagnostic tools</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.</p>
        </body>
        <sub-article article-type="response" id="comment16552-482828">
            <front-stub>
                <contrib-group>
                    <contrib contrib-type="author">
                        <name>
                            <surname>sugiarsi</surname>
                            <given-names>sri</given-names>
                        </name>
                        <aff>Graduate School, Universitas Sebelas Maret, Surakarta, Central Java, Indonesia</aff>
                    </contrib>
                </contrib-group>
                <author-notes>
                    <fn fn-type="conflict">
                        <p>
                            <bold>Competing interests: </bold>Not Applicable.</p>
                    </fn>
                </author-notes>
                <pub-date pub-type="epub">
                    <day>30</day>
                    <month>6</month>
                    <year>2026</year>
                </pub-date>
            </front-stub>
            <body>
                <p>We would like to express our sincere gratitude to the reviewer for the meticulous and highly constructive feedback. We deeply appreciate the time and expertise invested in evaluating our manuscript. The reviewer has raised several crucial methodological and conceptual points that have helped us sharpen the clarity and scientific rigor of our systematic review.</p>
                <p> </p>
                <p> We have carefully addressed each comment below. Since we are responding via an open-review format, we have detailed our proposed revisions and methodological clarifications extensively in this response. We are fully committed to incorporating all these changes in the final revised version of the manuscript.</p>
                <p> </p>
                <p> 1. We completely agree with this essential suggestion. In our revised manuscript, we have reformulated the objective into a structured&#x00a0;PICo framework&#x00a0;(Population, phenomenon of Interest, and Context), which is the most appropriate approach for mixed-methods and qualitative evidence synthesis.</p>
                <p> 
                    <bold>We will revise the objective section to read:</bold>
                </p>
                <p>
                    <bold> 
                        <italic>"This systematic review was guided by the following structured question: In patients with Multidrug-Resistant Tuberculosis (Population), what is the role of health literacy or literacy-oriented interventions (phenomenon of Interest) within MDR-TB treatment programs (Context) in determining treatment adherence and success? Specifically, we aimed to: (1) synthesize the association between health literacy domains and treatment outcomes, and (2) describe the characteristics of interventions designed to address literacy-related barriers in MDR-TB care."</italic>
                    </bold>
                </p>
                <p> </p>
                <p> 2.&#x00a0;The reviewer has rightly identified a critical gap. To ensure full transparency and reproducibility, we have elaborated on each of these missing components in our revised methodology. 
                    <bold>We provide the detailed clarifications below, which we will add to the Methods section:</bold>
                </p>
                <p>
                    <bold> - Full Search Strategy: We acknowledge the omission. We have now compiled the complete Boolean search syntax for both PubMed and Scopus (including all MeSH terms and free-text words). Due to space constraints, we will place this detailed syntax in a Supplementary File. In the main text, we will specify the core search blocks: ("multidrug-resistant tuberculosis" OR "MDR-TB") AND ("health literacy" OR "health education" OR "self-care") AND ("treatment outcome" OR "adherence").</bold>
                </p>
                <p>
                    <bold> - Screening and Data Extraction: We have explicitly detailed that two independent reviewers conducted the screening using Rayyan AI. Discrepancies were resolved by a third reviewer. For data extraction, we utilized a standardized Excel form that was piloted on two random studies before full extraction. This form captured: author, year, country, study design, intervention type, evaluation method, and primary outcomes.</bold>
                </p>
                <p>
                    <bold> - Justification for Excluding Non-Open-Access Articles: We thank the reviewer for pointing this out. We excluded the two non-open-access articles strictly due to institutional access limitations and not due to scientific quality. We fully acknowledge this as a potential selection bias. We have now explicitly stated this limitation in the Discussion section: "The exclusion of non-open-access articles due to institutional access constraints may introduce selection bias and limit the comprehensiveness of our synthesis."</bold>
                </p>
                <p> </p>
                <p> 
                    <bold>3.&#x00a0;This is a very fair and constructive critique. We have substantially revised this section:</bold>
                </p>
                <p>
                    <bold> - Justification for No Meta-Analysis: We have added a clear rationale in the Methods. We state that a statistical meta-analysis was deemed inappropriate and methodologically unsound due to extreme clinical, methodological, and statistical heterogeneity. The included studies varied not just in design (RCTs vs. cross-sectional vs. qualitative), but also in how "health literacy" was defined (e.g., knowledge, communication, digital support), how "adherence" was measured (e.g., self-report vs. digital monitors), and in the duration of follow-up (ranging from 1 to 45 months). Pooling these disparate effect sizes would produce a meaningless summary estimate. Therefore, we chose a narrative thematic synthesis, which is the recommended approach by the Cochrane Handbook for such heterogeneous evidence.</bold>
                </p>
                <p>
                    <bold> - Structured Heterogeneity Assessment: We have now included a dedicated paragraph in the Results that explicitly describes the sources of heterogeneity: (1) geographical diversity (six LMICs with different health system structures), (2) conceptual diversity (different operationalizations of health literacy), and (3) outcome diversity (adherence rates vs. odds ratios vs. qualitative perceptions).</bold>
                </p>
                <p>
                    <bold> - Toning Down Interpretations: We absolutely agree with the reviewer. We have carefully revised our language throughout the manuscript. We have removed definitive causal language such as "critical determinant" and replaced it with "potentially important modifiable factor" or "associated with". We have also removed "superior efficacy" and replaced it with "showed promise" or "suggested improved outcomes in the included studies". We have explicitly stated that the evidence is associative, not causal, due to the predominance of observational designs.</bold>
                </p>
                <p> </p>
                <p> 4.&#x00a0;We wholeheartedly accept this advice and have undertaken a thorough revision of our Abstract, Discussion, and Conclusion sections to ensure they align precisely with the strength of the evidence.</p>
                <p> 
                    <bold>In the revised manuscript, we will replace the current conclusion with the following cautious and evidence-aligned text:</bold>
                </p>
                <p>
                    <bold> "This systematic review suggests that health literacy is a potentially important modifiable factor associated with improved MDR-TB adherence and treatment success. The synthesized evidence indicates that interactive, multi-component, and person-centred interventions show promise in enhancing patient engagement. However, these findings must be interpreted with caution. The evidence base is limited by a small number of studies (n=7), substantial methodological heterogeneity, inconsistent definitions of health literacy, and a lack of robust controlled designs. Consequently, the current evidence supports an association rather than a definitive causal relationship. Future research urgently needs to employ validated, multidomain health literacy instruments and prospective cohort or randomized designs to quantify the true effect size and guide policy. Until then, health literacy should be considered a complementary strategy to, rather than a replacement for, structural and pharmacological interventions."</bold>
                </p>
                <p> </p>
                <p> We are deeply grateful to the reviewer for pushing us to improve the academic rigor of our work. We believe that by incorporating these clarifications, our systematic review now meets the highest standards of reproducibility and intellectual honesty. We hope the reviewer finds our responses satisfactory, and we look forward to the opportunity to publish our revised manuscript.</p>
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    </sub-article>
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