<?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.172978.1</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>Teaching Through Chaos: Resilience and Survival of Female Educators in Refugee and Conflict-Affected Settings.</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: awaiting peer review]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Godson Anyanwu</surname>
                        <given-names>Emeka</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-7367-807X</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>Idu Ejemot-Nwadiaro</surname>
                        <given-names>Regina</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/">Validation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-9342-9230</uri>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Ojiakor</surname>
                        <given-names>Onyinye Vivian</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Methodology</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>Makena</surname>
                        <given-names>Wusa</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Visualization</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>N Anyanwu</surname>
                        <given-names>Chinyere</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0009-0007-0613-3612</uri>
                    <xref ref-type="aff" rid="a3">3</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Ugwu</surname>
                        <given-names>Okechukwu Paul Chima</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a4">4</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Swase</surname>
                        <given-names>Dominic Terkimbi</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-4205-1880</uri>
                    <xref ref-type="aff" rid="a5">5</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Okon</surname>
                        <given-names>Michael Ben</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <uri content-type="orcid">https://orcid.org/0000-0001-5585-1134</uri>
                    <xref ref-type="aff" rid="a4">4</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Mujinya</surname>
                        <given-names>Regan</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-6673-6817</uri>
                    <xref ref-type="aff" rid="a6">6</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Department of Anatomy, Faculty of Biomedical Sciences, Kampala International University - Western Campus, Bushenyi, Western Region, Uganda</aff>
                <aff id="a2">
                    <label>2</label>Directorate of Research, Innovation, Consultancy and Extension (RICE), Kampala International University, Kampala, Central Region, Uganda</aff>
                <aff id="a3">
                    <label>3</label>3Department of Microbiology and Immunology, Faculty of Biomedical Sciences, Kampala International University - Western Campus, Bushenyi, Western Region, Uganda</aff>
                <aff id="a4">
                    <label>4</label>Department of Publication and Extension, Kampala International University - Western Campus, Bushenyi, Western Region, Uganda</aff>
                <aff id="a5">
                    <label>5</label>Department of Biochemistry, Kampala International University - Western Campus, Bushenyi, Western Region, Uganda</aff>
                <aff id="a6">
                    <label>6</label>Department of Physiology, Equator university of science and Technology, Masaka, Uganda</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:emeka.anyanwu@kiu.ac.ug">emeka.anyanwu@kiu.ac.ug</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>9</day>
                <month>1</month>
                <year>2026</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2026</year>
            </pub-date>
            <volume>15</volume>
            <elocation-id>41</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>27</day>
                    <month>12</month>
                    <year>2025</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Godson Anyanwu E 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/15-41/pdf"/>
            <abstract>
                <sec>
                    <title>Background</title>
                    <p>Female teachers working in conflict and displacement settings are both crisis survivors and crisis responders, nurturing learning, stability, and hope and experiencing trauma, economic insecurity and systemic neglect. Their lived experiences and coping systems remain under-documented and undervalued. This review is a synthesis of multi-regional findings to shed light on the interaction of gender, precarity, and resilience on the development of professional and psychosocial pathways of women teachers during and after conflict.</p>
                </sec>
                <sec>
                    <title>Methods</title>
                    <p>This narrative systematic review was done using PRISMA 2020 guidelines. Thirty-four primary studies and several secondary sources in Sub-Saharan Africa, the Middle East and North Africa, and Eastern Europe were reviewed.</p>
                </sec>
                <sec>
                    <title>Results</title>
                    <p>Female teachers were subjected to the greatest instability and trauma, with post-traumatic stress (22-35%), burnout (40-70%), and acute psychological distress (over 70% under active crises) being the most prominent. The chronic attrition and &#x201c;brain waste&#x201d; were caused by structural deprivation in the form of salary arrears, invalidation of credential, and exclusion to continuous professional development (CPD).</p>
                    <p>Relational and spiritual resilience were found to be strong buffers despite these limitations. Burnout was reduced by peer networks, faith-based coping and community support and agency was restored. Online and physical CPD programs in Kakuma, Lebanon and Ukraine assisted displaced women to maintain teaching identity and re-credential after displacement. Teacher Stability Index (TSI) showed that there was universal low interdependence resilience (0.50).</p>
                </sec>
                <sec>
                    <title>Conclusion</title>
                    <p>Women educators in conflict and displacement situations represent paradox: they perpetuate the educational process and survive the trauma and structural marginalization. It would take systematic reform to identify them as professionals in humanitarian work, rather than as a fringe volunteer. Some of the priority interventions are listed as the stabilization of salaries, transnational credential recognition, survivor-focused protection against GBV, and the scaling of culturally grounded and peer-based resilience networks.</p>
                </sec>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>conflict</kwd>
                <kwd>displacement</kwd>
                <kwd>teachers</kwd>
                <kwd>burnout</kwd>
                <kwd>resilience</kwd>
                <kwd>gender</kwd>
                <kwd>education in emergencies</kwd>
                <kwd>female educators</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>
            <sec id="sec6">
                <title>Gender, education, and crisis</title>
                <p>Education systems around the globe are crippled by armed conflicts and humanitarian crises displacing both learners and educators. Even schools are burned, entire communities are displaced, and teachers are forced to leave their classrooms (
                    <xref ref-type="bibr" rid="ref19">GCPEA, 2020</xref>; 
                    <xref ref-type="bibr" rid="ref21">Human Rights Watch, 2018</xref>). In this upheaval, the women teachers play an ironic role: they are the most vulnerable to the psychological and professional impacts of war, and are still the ones who hold the key to maintaining education during the time of emergencies (
                    <xref ref-type="bibr" rid="ref31">Munene &amp; Wambiya, 2019</xref>; 
                    <xref ref-type="bibr" rid="ref46">UNESCO IIEP, 2023</xref>). It has been reported that their presence is linked to increased enrollment and performance of girls, and guarantees increased community support of schooling of girls (
                    <xref ref-type="bibr" rid="ref47">United Nations Girls&#x2019; Education Initiative, 2017</xref>; 
                    <xref ref-type="bibr" rid="ref16">Education Development Trust, 2023</xref>). Several reports have noted the increase in gendered inequities in conflict contexts, as female educators in many situations are at risk of violence, harassment, exploitation, and, at the same time, are forced to perform unpaid caregiving duties, which reduces their professional security (
                    <xref ref-type="bibr" rid="ref31">Munene &amp; Wambiya, 2019</xref>; 
                    <xref ref-type="bibr" rid="ref46">UNESCO IIEP, 2023</xref>).</p>
            </sec>
            <sec id="sec7">
                <title>Neglected experiences of female educators</title>
                <p>Even though the literature on education in emergencies has grown in the last 20 years, the majority of the focus has been on student achievement, school infrastructure, and school accessibility on humanitarian grounds (
                    <xref ref-type="bibr" rid="ref14">Burde et al., 2017</xref>; 
                    <xref ref-type="bibr" rid="ref15">Dryden-Peterson, 2015</xref>; 
                    <xref ref-type="bibr" rid="ref27">Mendenhall, 2019</xref>). Teacher experiences- especially those of the female educators have been less systematically looked into. Their sufferings are usually described and rarely examined in a combined context, where the psychological trauma, gendered influences, and career disruption intersect (
                    <xref ref-type="bibr" rid="ref29">Mendenhall, Gomez, and Varni, 2018</xref>; 
                    <xref ref-type="bibr" rid="ref37">Sharifian and Kennedy, 2019</xref>; 
                    <xref ref-type="bibr" rid="ref1">Abramova, 2013</xref>; 
                    <xref ref-type="bibr" rid="ref9">Bhatta, 2024</xref>). This presents a serious research and policy gap: what is the simultaneous relationship between conflict and displacement and mental health and career trajectories of female teachers and what can be effective in terms of such interventions?</p>
            </sec>
            <sec id="sec8">
                <title>Theoretical and policy relevance</title>
                <p>These dynamics can only be understood in a dual lens. The ecological systems theory developed by Bronfenbrenner can be used to explain how conflict pressures can be applied at micro (family, classroom), meso (institutions, communities), and macro (policy, cultural) levels (
                    <xref ref-type="bibr" rid="ref12">Bronfenbrenner, 1979</xref>; 
                    <xref ref-type="bibr" rid="ref24">Kirk, 2004</xref>). In a complementary manner, trauma-informed care models (
                    <xref ref-type="bibr" rid="ref40">SAMHSA, 2014</xref>) focus on such pillars as safety, empowerment, trust and peer support, which are strongly required to inform educational intervention in conflict zones. This intersection positioning of female teachers prefigures their agency with the recognition of layered vulnerabilities of displacement, insecurity and gendered discrimination.</p>
            </sec>
            <sec id="sec9">
                <title>Aim and contribution of this review</title>
                <p>This review is a synthesis of the evidence that has been systematically reviewed on the psychological and professional impact of conflict and displacement on female teachers. It integrates the fragmented results of education, psychology, gender studies, and humanitarian policy based on narrative synthesis and a systematic, clear search and evaluation procedure. The examples of Syria, Ukraine, and South Sudan case studies serve to illustrate how stressors and resilience mechanisms are common to various crises (
                    <xref ref-type="bibr" rid="ref2">Adelman, 2019</xref>; 
                    <xref ref-type="bibr" rid="ref32">Myers, 2022</xref>; 
                    <xref ref-type="bibr" rid="ref42">UNESCO, 2018a</xref>; 
                    <xref ref-type="bibr" rid="ref13">Buchanan, 2019</xref>; 
                    <xref ref-type="bibr" rid="ref4">Al Sakbani, and Beaujouan, 2024</xref>; 
                    <xref ref-type="bibr" rid="ref7">AFT, 2022</xref>). The review makes three contributions:
                    <list list-type="order">
                        <list-item>
                            <label>1.</label>
                            <p>It offers the initial combined description of trauma, career disruption, and gender-based obstacles in the context of female teachers working in conflict environments.</p>
                        </list-item>
                        <list-item>
                            <label>2.</label>
                            <p>It also emphasizes resilience approaches and novel support systems that may inform practice (
                                <xref ref-type="bibr" rid="ref6">Alisic, 2012</xref>; 
                                <xref ref-type="bibr" rid="ref28">Mendenhall and Richardson, 2024</xref>).</p>
                        </list-item>
                        <list-item>
                            <label>3.</label>
                            <p>It highlights gaps in research and policy, demanding gender-responsive, trauma-informed, credential sensitive intervention to support female educators during emergencies (
                                <xref ref-type="bibr" rid="ref45">UNESCO, 2023</xref>; 
                                <xref ref-type="bibr" rid="ref17">ERICC Consortium, 2024</xref>).</p>
                        </list-item>
                    </list>
                </p>
                <p>With focus on the central role of female educators in conflict and displacement situation and their experiences, this review identifies them as not only victims of war but also central actors of continuity in education and post-conflict recovery (
                    <xref ref-type="bibr" rid="ref55">Yousafzai and Winthrop, 2015</xref>; 
                    <xref ref-type="bibr" rid="ref25">Long, 2023</xref>).</p>
            </sec>
        </sec>
        <sec id="sec10" sec-type="methods">
            <title>Methods</title>
            <sec id="sec11">
                <title>Research design</title>
                <p>This review employed a systematic narrative synthesis to draw on evidence on the psychological and career impact of conflict and displacement on female teachers. A systematic approach was used to ensure maximum transparency and reproducibility, and the narrative synthesis enabled the integration of heterogeneous evidence from education, psychology, gender and humanitarian studies (
                    <xref ref-type="bibr" rid="ref14">Burde et al., 2017</xref>; 
                    <xref ref-type="bibr" rid="ref29">Mendenhall, Gomez, &amp; Varni, 2018</xref>). The review protocol was guided by key principles of the PRISMA 2020 statement (
                    <xref ref-type="bibr" rid="ref65">Page et al., 2021</xref>) and structured with stages of searching, screening, appraisal and synthesis.</p>
            </sec>
            <sec id="sec111">
                <title>Search strategy</title>
                <p>Literature searches were conducted in four bibliographic databases - PubMed, Scopus, ERIC and Google Scholar - complemented by targeted searches of organisational repositories (UNICEF, UNESCO, Human Rights Watch, Education Cannot Wait and the Global Coalition to Protect Education from Attack). Grey literature was found to be crucial given the policy-driven and humanitarian nature of the topic (
                    <xref ref-type="bibr" rid="ref19">GCPEA, 2020</xref>; 
                    <xref ref-type="bibr" rid="ref45">UNESCO, 2023</xref>).</p>
                <p>Search terms were combined by teacher, gender, and conflict/displacement using Boolean operators:</p>
                <disp-quote>
                    <p>(&#x201c;women teachers&#x201d; OR &#x201c;female educators&#x201d; OR &#x201c;women academic staff&#x201d;) AND (&#x201c;conflict&#x201d; OR &#x201c;war&#x201d; OR &#x201c;displacement&#x201d; OR &#x201c;refugee&#x201d; OR &#x201c;internally displaced persons&#x201d;) AND (&#x201c;psychological trauma&#x201d; OR &#x201c;burnout&#x201d; OR &#x201c;mental health&#x201d; OR &#x201c;resilience&#x201d;) AND (&#x201c;career discontinuation&#x201d; OR &#x201c;teacher certification&#x201d; OR &#x201c;reemployment&#x201d;)</p>
                </disp-quote>
                <p>The search was restricted to studies published in English language and between January 2000 and March 2025, in order to include evidence from protracted crises such as Syria and South Sudan and recent conflicts such as Ukraine (
                    <xref ref-type="bibr" rid="ref15">Dryden-Peterson, 2015</xref>; 
                    <xref ref-type="bibr" rid="ref32">Myers, 2022</xref>). Reference lists of key articles were hand searched to identify additional studies. Google Scholar was limited to the first 200 hits, in order of relevance. Grey literature was restricted to publications of known agencies (UNESCO, UNICEF, GCPEA, INEE, World Bank).</p>
            </sec>
            <sec id="sec12">
                <title>Eligibility criteria</title>
                <p>Inclusion criteria were:
                    <list list-type="bullet">
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Empirical studies, systematic/narrative reviews or peer-reviewed policy reports.</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Explicit emphasis on female teachers in conflict or displacement settings.</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Examining Psychological Well-Being or Trauma, Burnout, Resilience, or Career/Professional Disruption.</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Studies conducted in conflict/displacement contexts (e.g. Syria, South Sudan, Ukraine, Yemen and Sub-Saharan Africa).</p>
                        </list-item>
                    </list>
                </p>
                <p>The exclusion criteria were:
                    <list list-type="bullet">
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Editorials, opinion articles, and news articles that were not peer-reviewed (except in the case of humanitarian reports, when the reports were a main source of facts).</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Studies of students only or male teachers only.</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Articles that do not pay attention to the gendered dimensions of teaching in crises.</p>
                        </list-item>
                    </list>
                </p>
            </sec>
            <sec id="sec13">
                <title>Study selection</title>
                <p>The first search produced 571 records. After the removal of duplicates (n = 71), 490 titles/abstracts were screened. Of these, 322 were excluded as being irrelevant. 168 full texts were checked against eligibility criteria and 34 studies were included in the final synthesis (see 
                    <xref ref-type="fig" rid="f1">
Figure 1</xref> PRISMA Flow Diagram). Conflicts in data extraction were resolved by consensus, with an inter-rater reliability score of Cohen&#x2019;s kappa = 0.78, which is high agreement (
                    <xref ref-type="bibr" rid="ref63">Landis and Koch, 1977</xref>).</p>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>
Figure 1. </label>
                    <caption>
                        <title>PRISMA study selection flow diagram.</title>
                        <p>The figure is a summary of identification, screening, eligibility assessment, and inclusion of the studies in the review. Database searches were used to identify records, duplicate records were eliminated, titles and abstracts were filtered and full text was evaluated against inclusion criteria and the final list of studies included in the narrative synthesis was obtained.</p>
                    </caption>
                    <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/190749/356227ec-6091-45cb-8988-71177d281604_figure1.gif"/>
                </fig>
            </sec>
            <sec id="sec14">
                <title>Quality appraisal</title>
                <p>The methodological quality of peer-reviewed studies was evaluated using the Critical Appraisal Skills Programme (CASP) checklists and systematic reviews were evaluated using the ROBIS tool for risk of bias (
                    <xref ref-type="bibr" rid="ref49">Whiting et al., 2016</xref>). Policy and NGO reports were reviewed for advocacy bias and methodological transparency, including sampling information and triangulation. Two reviewers independently carried out the assessments and disagreements were agreed upon by discussion (
                    <xref ref-type="bibr" rid="ref28">Mendenhall &amp; Richardson, 2024</xref>).</p>
            </sec>
            <sec id="sec15">
                <title>Data extraction and data synthesis</title>
                <p>Key study characteristics (author, year, country, conflict context, sample size, design, outcomes) were extracted into structured evidence tables (see 
                    <xref ref-type="table" rid="T1">Tables 1</xref>-
                    <xref ref-type="table" rid="T8">8</xref>). The synthesis was carried out in two steps:</p>
                <table-wrap id="T1" orientation="portrait" position="float">
                    <label>
Table 1. </label>
                    <caption>
                        <title>Study characteristics of included primary sources.</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">Countr/Region</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Conflict/Context</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Study/Design</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Sample type/N</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">School/Level</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Displacement Status</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Data Source</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Key Notes</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref51">Windle Trust International, 2023</xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">South Sudan</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Protracted conflict</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">NGO field report</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Primary+Secondary</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">In-country
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Grey</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">T&#x2013;S ratio 1:77; &#x2248;$50/month; ~35% trained primary teachers</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref39">Sharifian et al., 2023</xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Syria</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Active war</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Mixed (quant+qual)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">~120 (NR F)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Primary</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">In-country
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Peer-reviewed
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">MBI burnout; resilience scales; training &#x2193; emotional exhaustion</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref33">Nadyukova &amp; Frenzel (2025)</xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Ukraine</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Russian invasion</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Mixed-methods
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">~1,000 (majority F)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Primary+Secondary</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Displaced &amp; non-displaced
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Peer-reviewed
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">~70% high stress; peer support/coping</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref2">Adelman, 2019</xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Lebanon (Syrian refugees)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Displacement</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Qual interviews</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">42 (F)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Non-formal
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Refugee</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Peer-reviewed
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Identity tension, harassment, burnout narratives</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref28">Mendenhall et al., 2024</xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">16 countries (incl. Chad, Uganda, Malaysia)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Refugee &amp; displacement</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Mixed (survey+KIIs)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Global (varies)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Primary+Secondary</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Refugee+IDP</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">UNHCR report</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Salary, CPD, attrition, pay delays</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref5">Alaug, 2020</xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yemen</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">War/economic collapse</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Desk review</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Basic&#x2013;HE</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">IDP/refugee children</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Grey</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2M children OOS; 513k IDPs</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref7">AFT, 2022</xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Ukraine</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Russian invasion</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Media/union testimonies</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Primary+Secondary</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Refugee &amp; IDP</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Media</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Teaching in shelters; 12M displaced</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref34">Penson &amp; Yonemura, 2012</xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Multi-country (refugee camps)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Displacement</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Policy/empirical synthesis</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Various</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Refugee</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Grey</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Credential non-recognition; management gaps</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref22">Hure &amp; Taylor, 2023</xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Kenya (Kakuma)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Displacement/COVID</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Case study</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Primary+Secondary</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Refugee</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Peer-reviewed
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Informal CPD continuity despite exclusion</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <table-wrap id="T2" orientation="portrait" position="float">
                    <label>
Table 2. </label>
                    <caption>
                        <title>Structural &amp; Gendered barriers in conflict/displacement schooling.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Barrier Cluster</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Examples (Context)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Consequences for Female Teachers</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Sources</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">School closures &amp; infrastructure damage</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Syria: ~&#x00bd; schools destroyed/occupied; Ukraine: &gt;2,400 damaged; South Sudan/Somalia: &#x201c;under trees&#x201d;</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Job loss, unsafe spaces, relocation fatigue; double shifts; care burden</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref42">UNESCO, 2018a</xref>; 
                                    <xref ref-type="bibr" rid="ref50">Windle Trust International 2021</xref>, 
                                    <xref ref-type="bibr" rid="ref51">2023</xref>; Ukraine stress studies, 
                                    <xref ref-type="bibr" rid="ref4">Al Sakbani, &amp; Beaujouan, 2024</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Salary disruptions &amp; unpaid months</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yemen: salaries suspended &gt;2 yrs; South Sudan: &lt;$50/mo, long delays</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Exit from profession; multiple jobs; morale erosion</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref5">Alaug 2020</xref>; 
                                    <xref ref-type="bibr" rid="ref50">Windle 2021</xref>; 
                                    <xref ref-type="bibr" rid="ref64">Mendenhall, 2024</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Credential non-recognition
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Syrian teachers in Lebanon/Turkey; refugees in Uganda/Kenya</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Downgraded to assistant roles; skill atrophy; demoralization</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref2">Adelman 2019</xref>; 
                                    <xref ref-type="bibr" rid="ref11">Bradley et al., 2022</xref>; 
                                    <xref ref-type="bibr" rid="ref34">Penson &amp; Yonemura 2012</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Legal/bureaucratic constraints</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">No work permits; restrictive NGO contracting</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Volunteer/incentive roles; chronic poverty; instability</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref42">UNESCO 2018a</xref>; 
                                    <xref ref-type="bibr" rid="ref20">Guven 2019</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Hazardous working conditions/GBV</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Active fire near schools; bombardment (Gaza/Ukraine)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Trauma, absenteeism; safety-driven attrition</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref18">GCPEA 2018</xref>; 
                                    <xref ref-type="bibr" rid="ref7">AFT 2022</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Interrupted CPD &amp; weak mentorship</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">TTC closures; camp settings; remote postings</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Stagnant skills; isolation; higher attrition</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref62">INEE TiCC 2019</xref>/
                                    <xref ref-type="bibr" rid="ref61">
2022</xref>; 
                                    <xref ref-type="bibr" rid="ref29">Mendenhall et al., 2018</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Intersectional gender risks</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">SGBV stigma (Kosovo); caregiving constraints (Gaza/Yemen)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Leadership exclusion; reduced participation</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref36">Shala et al., 2024</xref>; 
                                    <xref ref-type="bibr" rid="ref48">Veronese et al., 2025</xref>
                                </td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <table-wrap id="T3" orientation="portrait" position="float">
                    <label>
Table 3. </label>
                    <caption>
                        <title>Psychological impacts of conflict and displacement on teachers.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Source_ID</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Outcomes</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Measurement Tool</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Prevalence/Mean</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Sample_N</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Subgroups</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Notes</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref39">Sharifian et al.,_2023</xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Burnout, trauma, resilience</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">MBI, Harvard Trauma, CD-RISC</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">High burnout; resilience protective</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">~120</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Primary, Syria</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Training &#x2193; exhaustion</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref33">Nadyukova &amp; Frenzel (2025)</xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Stress, coping</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Survey + interviews</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">~70% high stress</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">~1000</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Majority female</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Coping = peer solidarity</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Adelman_2019_SyrianRefugeeEducators
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Psychological exhaustion, identity strain</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Interviews</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Qualitative only</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">42</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Refugee, Lebanon</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Narratives of hopelessness</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref54">Xue et al.,_2024</xref>_BurnoutGenderNetwork</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Burnout, resilience, gendered patterns</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Network analysis</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Gender-specific predictors</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Large national</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Male vs female</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Non-refugee comparator</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">AFT_2022_UkraineTeachersResilience
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Stress, trauma exposure</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Testimonies</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Qualitative</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Ukraine</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Teaching in shelters</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref35">Sambu_2015</xref>_Kenya_IDP_Resilience
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Resilience correlates</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Survey</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">r&#x2248;0.84 (social support &#x2194; resilience)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">IDPs</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Kenya</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Strong quantitative correlation</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <table-wrap id="T4" orientation="portrait" position="float">
                    <label>
Table 4. </label>
                    <caption>
                        <title>Country/Setting synthesis: Challenges &#x2194; Mechanisms.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Country/Setting</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Context Snapshot</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Main Challenges for Female Teachers</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Resilience/Support Mechanisms</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Sources (primary set)</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Syria</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&gt;10 yrs war; internal/external displacement</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Violence exposure, harassment; unpaid &#x201c;incentive&#x201d; roles; credential loss</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Community/non-formal schools; CPD/bridging; peer solidarity</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref2">Adelman 2019</xref>; 
                                    <xref ref-type="bibr" rid="ref11">Bradley et al., 2022</xref>; 
                                    <xref ref-type="bibr" rid="ref43">UNESCO, 2018b</xref>, 
                                    <xref ref-type="bibr" rid="ref44">c</xref>; 
                                    <xref ref-type="bibr" rid="ref39">Sharifian et al., 2023</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Ukraine</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2022 invasion; mass displacement</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Burnout; school destruction; air-raid risks; rapid online shift</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Peer solidarity; teaching in shelters; salary continuity; NGO PD</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref33">Nadyukova &amp; Frenzel (2025)</xref> ; 
                                    <xref ref-type="bibr" rid="ref7">AFT 2022</xref>; 
                                    <xref ref-type="bibr" rid="ref60">Hook, 2023</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">South Sudan</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Chronic instability; very low female literacy</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;20% women in profession; GBV; pay delays; unsafe schools</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Community recruitment; stipends; CPD for unqualified teachers</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref50">Windle Trust International 2021</xref>/
                                    <xref ref-type="bibr" rid="ref51">2023</xref>; 
                                    <xref ref-type="bibr" rid="ref42">UNESCO 2018a</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Lebanon (Syrian refugees)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Large non-formal sector</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Credential non-rec; harassment; low pay; identity loss</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">NGO/community schools; digital-literacy CPD; peer groups</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref2">Adelman 2019</xref>; 
                                    <xref ref-type="bibr" rid="ref11">Bradley et al., 2022</xref>; 
                                    <xref ref-type="bibr" rid="ref61">INEE TiCC 2022</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Uganda/Kenya (camps)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Long-term hosting; mixed systems</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Credential barriers; low incentive pay; GBV/safety; turnover</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">NGO CPD; communities of practice; persistence through COVID</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref22">Hure &amp; Taylor 2023</xref>; 
                                    <xref ref-type="bibr" rid="ref64">Mendenhall, 2024</xref>; 
                                    <xref ref-type="bibr" rid="ref30">Mohamoud et al., 2015</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yemen/Gaza</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Protracted conflict/blockade</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Salary collapse; mobility limits; caregiving burden; GBV risks</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Community/faith supports; NGO stopgaps</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref5">Alaug 2020</xref>;</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Kosovo</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Post-conflict SGBV legacy</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Stigma; leadership underrepresentation</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Survivor networks; rights processes</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref36">Shala et al., 2024</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Somalia (IDP)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Chronic displacement/insecurity</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">GBV risk; absent CPD; mobility limits</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Women&#x2019;s groups; clan/faith networks; psychosocial supports</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref30">Mohamoud et al., 2015</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Iraq (Yazidi)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Genocide/CRSV legacy</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Trauma sequelae; re-entry barriers</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Culturally sensitive MHPSS; solidarity groups</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yazidi resilience studies</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Bangladesh/Myanmar (Rohingya)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Cox&#x2019;s Bazar camps; uncertain return</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Credential non-rec; restricted participation; low pay</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Coaching; TiCC models; communities of practice</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref62">INEE TiCC 2019</xref>/
                                    <xref ref-type="bibr" rid="ref61">2022</xref>; 
                                    <xref ref-type="bibr" rid="ref64">Mendenhall, 2024</xref>
                                </td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <table-wrap id="T5" orientation="portrait" position="float">
                    <label>
Table 5. </label>
                    <caption>
                        <title>Career &amp; Employment disruptions (Standardized variables).</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Source_ID</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Credential Recognition</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">CPD/Mentorship Access</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Employment Loss %</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Unpaid Months</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Salary Continuity/Level</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Notes</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">WindleTrust_2023_SSD
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Low</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Targeted ASEP/CPD</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">High (est.)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Frequent</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2248;$50/mo; delays</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">~35% trained; &#x2264;20% schools with &#x2265;1 female teacher</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">PensonYonemura_2012</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Often denied</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Weak in camps</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">NR</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">NR</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">NR</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x201c;Spontaneous teachers&#x201d; replace trained staff</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Mendenhall_2024</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Inconsistent</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Donor-driven/short</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">High</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Common</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Lower for refugees vs nationals</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">16-country comparative survey</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Bradley et al.,_2022</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Bridging pathways</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital-literacy PD</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">NR</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">NR</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">NR</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Re-entry via PD for women</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">HureTaylor_2023</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Absent</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Informal CPD continuity</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">NR</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">NR</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">NR</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Refugee-led persistence in Kakuma</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <table-wrap id="T6" orientation="portrait" position="float">
                    <label>
Table 6. </label>
                    <caption>
                        <title>Resilience &amp; Coping mechanisms.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Source_ID</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Coping/Practice</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Scale/Reach</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Observed Outcome</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Sambu_2015_Kenya_IDP
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Social support; spirituality</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">IDP communities</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">High resilience correlation (r&#x2248;0.84)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref33">Nadyukova &amp; Frenzel (2025)</xref> _Ukraine</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Peer solidarity; collective efficacy</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">~1,000 teachers</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&gt;70% stressed; peer networks central to coping</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <xref ref-type="bibr" rid="ref39">Sharifian et al.,_2023</xref>_Syria
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Training + resilience</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">~120 teachers</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Training &#x2193; emotional exhaustion; resilience protective</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Veronese_2025_Yazidi
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Faith/cultural rituals</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Qualitative cohort</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Religious practice central to coping</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Mohamoud et al., _2015</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Women&#x2019;s groups; faith institutions</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">N. Uganda IDP</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Anchors resilience; governance gaps hinder scale</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">AFT_2022_Ukraine
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Improvised shelter-teaching
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Testimonies</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Maintained continuity + psychosocial support</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Hure_Taylor_2023
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Informal CPD continuity</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Refugee camp</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Sustained teaching despite exclusion</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <table-wrap id="T7" orientation="portrait" position="float">
                    <label>
Table 7. </label>
                    <caption>
                        <title>Teacher Stability Index (TSI) Table &#x2013; Text Form.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Rank</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Source</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Country/Region</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Teacher_Stability_Index (0&#x2013;1)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Category</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Employment Loss %</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Salary Continuity (0&#x2013;1)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
CPD Access (0&#x2013;3)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Unpaid Months (Median)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Salary (USD/mo)</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>
AFT_2022_Ukraine
</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Ukraine (invasion)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>0.497</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Transitional</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">12</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.85</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">2</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Bradley et al.,_2022</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Lebanon/Sweden (refugee women PD)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>0.398</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Transitional</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">15</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.70</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">3</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>HureTaylor_2023</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Kenya (Kakuma)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>0.320</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Transitional</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">20</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.60</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">4</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Mendenhall_2024</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">16 refugee-hosting countries</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>0.240</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Fragile</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">28</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.50</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">80</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">5</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>
WindleTrust_2023_SSD
</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">South Sudan</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>0.186</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Fragile</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">42</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.40</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">4</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">50</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">6</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>PensonYonemura_2012</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Multi-country (refugee camps)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>0.156</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Fragile</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">30</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.20</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">7</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>
UNESCO_2018_Syria
</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Syria</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>0.106</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Fragile</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">35</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.25</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">8</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>
Alaug_2020_Yemen
</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yemen</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>0.020</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Fragile</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">45</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.10</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">24</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <p>Column descriptions:</p>
                        <p>&#x2022; 
                            <bold>Rank:</bold> Ordered from highest to lowest stability (1 = best overall). </p>
                        <p>&#x2022; 
                            <bold>Teacher Stability Index (TSI):</bold> Composite 0&#x2013;1 score integrating employment retention, salary continuity, and CPD access. </p>
                        <p>&#x2022; 
                            <bold>Category:</bold> </p>
                        <p>&#x25cb; 
                            <italic toggle="yes">Fragile</italic> (&lt; 0.30): severe instability. </p>
                        <p>&#x25cb; 
                            <italic toggle="yes">Transitional</italic> (0.30&#x2013;0.69): mixed resilience. </p>
                        <p>&#x25cb; 
                            <italic toggle="yes">Resilient</italic> (&#x2265; 0.70): stable systems (none reached this threshold). </p>
                        <p>&#x2022; 
                            <bold>Employment Loss (%):</bold>
 Estimated female teacher attrition or removal from payroll. </p>
                        <p>&#x2022; 
                            <bold>Salary Continuity (0&#x2013;1):</bold> 0 = no salary continuity (suspension), 1 = full, timely payment. </p>
                        <p>&#x2022; 
                            <bold>CPD Access (0&#x2013;3):</bold> 0 = none; 3 = routine institutional CPD. </p>
                        <p>&#x2022; 
                            <bold>Unpaid Months:</bold> Median number of months of unpaid salary delay. </p>
                        <p>&#x2022; 
                            <bold>Salary (USD/mo):</bold> Typical monthly income (if reported).</p>
                    </table-wrap-foot>
                </table-wrap>
                <table-wrap id="T8" orientation="portrait" position="float">
                    <label>
Table 8. </label>
                    <caption>
                        <title>Comparative teacher stability levels in conflict-affected and displacement settings.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Context</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">TSI</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Category</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Traffic Light</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Ukraine</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.50</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Transitional</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr6" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/190749/356227ec-6091-45cb-8988-71177d281604_gra1.gif"/>
</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Lebanon/Sweden</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.40</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Transitional</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr7" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/190749/356227ec-6091-45cb-8988-71177d281604_gra2.gif"/>
</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Kenya (Kakuma)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.32</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Transitional</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr8" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/190749/356227ec-6091-45cb-8988-71177d281604_gra3.gif"/>
</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Refugee-hosting countries</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.24</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Fragile</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr9" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/190749/356227ec-6091-45cb-8988-71177d281604_gra4.gif"/>
</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">South Sudan</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.19</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Fragile</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr10" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/190749/356227ec-6091-45cb-8988-71177d281604_gra5.gif"/>
</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Refugee camps (multi-country)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.16</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Fragile</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr11" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/190749/356227ec-6091-45cb-8988-71177d281604_gra6.gif"/>
</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Syria</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.11</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Fragile</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr12" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/190749/356227ec-6091-45cb-8988-71177d281604_gra7.gif"/>
</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yemen</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.02</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Fragile</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr13" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/190749/356227ec-6091-45cb-8988-71177d281604_gra8.gif"/>
</td>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <p>

                            <graphic id="gr14" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/190749/356227ec-6091-45cb-8988-71177d281604_gra9.gif"/> Resilient &#x2265;0.70. 
                            <graphic id="gr15" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/190749/356227ec-6091-45cb-8988-71177d281604_gra10.gif"/> Transitional 0.30&#x2013;0.69. 
                            <graphic id="gr16" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/190749/356227ec-6091-45cb-8988-71177d281604_gra11.gif"/> Fragile &lt;0.30.</p>
                    </table-wrap-foot>
                </table-wrap>
                <p>Thematic analysis based on codes e.g. trauma (
                    <xref ref-type="table" rid="T3">Table 3</xref>), resilience (
                    <xref ref-type="table" rid="T6">Table 6</xref>), gender-based violence (
                    <xref ref-type="table" rid="T2">Table 2</xref>), professional disruption (
                    <xref ref-type="table" rid="T5">Table 5</xref>), policy interventions (
                    <xref ref-type="table" rid="T4">Table 4</xref>). Descriptive quantification of recurrent findings such as prevalence of PTSD, attrition rates or frequency of symptoms of burnout in teachers (
                    <xref ref-type="table" rid="T7">
Table 7</xref>-
                    <xref ref-type="table" rid="T8">8</xref>) (
                    <xref ref-type="bibr" rid="ref3">Ainamani et al., 2020</xref>; 
                    <xref ref-type="bibr" rid="ref41">Tsybuliak et al., 2023</xref>). An intersectional lens was used to illuminate the further stratification of teachers experiences based on age, disability, ethnicity and marital status.</p>
            </sec>
            <sec id="sec16">
                <title>Risk of bias and quality appraisal</title>
                <p>Quantitative and qualitative studies were evaluated using the CASP checklists. Reviews were evaluated using ROBIS. Each item was independently scored by 2 reviewers; consensus was reached for any disagreements. Summary of approach to appraisal:
                    <list list-type="bullet">
                        <list-item>
                            <label>&#x2022;</label>
                            <p>CASP domains: clarity of aims, methodological rigour, appropriateness of data collection, ethics consideration, validity of results</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>ROBIS domains: eligibility for inclusion in study, identification/selection bias, data collection and appraisal, reliability of synthesis.</p>
                        </list-item>
                    </list>
                </p>
            </sec>
        </sec>
        <sec id="sec17" sec-type="results">
            <title>Results</title>
            <sec id="sec18">
                <title>Description of included studies</title>
                <p>This review used 34 sources of primary data from peer-reviewed articles, dissertations, NGO reports and agency briefs, supplemented by secondary literature for the context. The research was conducted in Sub-Saharan Africa (Uganda, South Sudan, Kenya, Somalia), the Middle East (Syria, Lebanon, Yemen, Gaza, Iraq) and Eastern Europe (Ukraine, Kosovo) with a smaller contribution from Asia (China, Rohingya camps). Most of the evidence was from cross-sectional surveys and qualitative interviews and few longitudinal designs were identified. The study selection flowchart has been summarized in 
                    <xref ref-type="fig" rid="f1">
Figure 1</xref>.</p>
                <p>
                    <xref ref-type="table" rid="T1">
Table 1</xref> synthesizes the evidence from nine consolidated key studies from across South Sudan, Syria, Ukraine and Lebanon, Yemen, Kenya, as well as multi-country refugee contexts, using mixed methods and qualitative research, and NGO-based approaches. The collective findings highlight that the working life of teachers is greatly disrupted due to low remuneration, professional devaluation, loss of credentials and psychosocial distress. Importantly, female teachers experience intersecting vulnerabilities - economic, emotional and institutional - that combine their exclusion from the opportunities for formal education and professional development.</p>
                <p>

                    <bold>Gendered barriers</bold>
                </p>
                <p>Inequalities in gender were prominent. In South Sudan only 20% of secondary schools employed even one female teacher (
                    <xref ref-type="bibr" rid="ref51">Windle Trust International, 2023</xref>). In Lebanon and Gaza, women educators were confronted with harassment, stigma and threats of GBV, which were often compounded by poverty and caregiving burdens (
                    <xref ref-type="bibr" rid="ref2">Adelman, 2019</xref>; 
                    <xref ref-type="bibr" rid="ref48">Veronese et al., 2025</xref>).</p>
                <p>While female teachers play a critical role in the education and protection of girls evidence unearthed has shown them to be systematically underrepresented and overexposed to risks (
                    <xref ref-type="bibr" rid="ref9">Bhatta, 2024</xref>).</p>
                <p>The evidence reviewed in the 
                    <xref ref-type="table" rid="T2">Table 2</xref>, illustrates a recurring theme of psychological distress, professional precarity as well as striking resilience amongst female teachers working in conflict and displacement contexts. In Yemen, Ukraine, South Sudan, East Africa, South Asia refugee camps, women teachers face repeated dangers to their safety, economic well-being, and respect in their professional life. 
                    <xref ref-type="bibr" rid="ref24">Kirk (2004)</xref> and 
                    <xref ref-type="bibr" rid="ref2">Adelman (2019)</xref> found that women teachers manage persistence in the context of unpaid or volunteer work, harassment and burnout, while in Syria (
                    <xref ref-type="bibr" rid="ref39">Sharifian et al., 2023</xref>) and Ukraine (
                    <xref ref-type="bibr" rid="ref7">AFT, 2022</xref>, 
                    <xref ref-type="bibr" rid="ref33">Nadyukova &amp; Frenzel, 2025</xref>) quantitative data evidence high stress levels, but the importance of training, peer support and resilience reduces emotional fatigue. Certainly, salary arrears, non-recognition of international qualifications, and the exclusivity towards participation in professional development activities, are common themes (
                    <xref ref-type="bibr" rid="ref26">Mendenhall 2017</xref>; 
                    <xref ref-type="bibr" rid="ref51">Windle Trust International, 2023</xref>; 
                    <xref ref-type="bibr" rid="ref34">Penson &amp; Yonemura 2012</xref>), while gendered barriers frequently deny women membership to formal and senior roles (
                    <xref ref-type="bibr" rid="ref36">Shala et al., 2024</xref>; 
                    <xref ref-type="bibr" rid="ref28">Mendenhall &amp; Richardson 2024</xref>). Still, almost all the studies have reported adaptive strategies such as community-based teaching materials, NGO facilitated CPD, and peer learning groups (
                    <xref ref-type="bibr" rid="ref62">INEE TiCC 2019</xref>, 
                    <xref ref-type="bibr" rid="ref62">2022</xref>; 
                    <xref ref-type="bibr" rid="ref22">Hure &amp; Taylor 2023</xref>). Collectively, the evidence presents a picture of female teachers as being both on the frontlines of crisis and in the midst of it - as survivors whose grit keeps education going through a crisis, pointing to a dire need for policies that place teacher well-being, gender equity, and the recognition of the qualification of displaced educators at the heart of humanitarian and post-conflict education systems.</p>
                <p>

                    <bold>Psychological effects on teachers</bold>
                </p>
                <p>The teachers experienced a high prevalence of PTSD, depression, anxiety and burnout in these settings, with estimates of 22-35% for PTSD to 40-70% for burnout (
                    <xref ref-type="bibr" rid="ref39">Sharifian et al., 2023</xref>, 
                    <xref ref-type="bibr" rid="ref33">Nadyukova &amp; Frenzel, 2025</xref>). The Syrian teachers reported severe trauma and exhaustion, while in the Ukrainian surveys more than 70% of teachers reported severe stress due to the 2022 invasion (
                    <xref ref-type="bibr" rid="ref33">Nadyukova &amp; Frenzel, 2025</xref>).</p>
                <p>Resilience was found to be protective in all 3 datasets: training lowered emotional exhaustion in Syria (
                    <xref ref-type="bibr" rid="ref39">Sharifian et al., 2023</xref>), and social support was highly correlated with resilience among IDPs in Kenya (r[?]0.84) (
                    <xref ref-type="bibr" rid="ref35">Sambu 2015</xref>). Compassion fatigue was also highlighted in Lebanon (
                    <xref ref-type="bibr" rid="ref2">Adelman, 2019</xref>) and Ukraine (
                    <xref ref-type="bibr" rid="ref7">AFT, 2022</xref>) reflecting a double trauma of overcoming personal trauma in aid of students.</p>
                <p>

                    <bold>Career disruptions</bold>
                </p>
                <p>Teachers&#x2019; professional lives were destabilized by salary delays, credential non-recognition, and exclusion from CPD. In South Sudan, teachers survived on $50/month, with salaries often unpaid (
                    <xref ref-type="bibr" rid="ref51">Windle Trust International, 2023</xref>). Refugee teachers in Lebanon and Uganda found their prior qualifications dismissed (
                    <xref ref-type="bibr" rid="ref11">Bradley et al., 2022</xref>; 
                    <xref ref-type="bibr" rid="ref34">Penson, 2012</xref>). Global surveys confirmed refugees were paid less and experienced routine delays (
                    <xref ref-type="bibr" rid="ref64">Mendenhall, 2024</xref>).</p>
                <p>
                    <xref ref-type="table" rid="T4">
Table 4</xref> provides a summary of comparative parameters in relation to indicators of career stability of teachers - especially female teachers - in conflict and displacement situations. The data shows recurring patterns of credential non-recognition, limited access to CPD or mentorship, high employment loss, salary disruptions, and gender-based inequities in the reintegration of the professions. Female teachers are disproportionately affected by inconsistencies of credential validation and donor-related professional development with most working on precarious or volunteer basis offering little or delayed compensation (
                    <xref ref-type="bibr" rid="ref51">Windle Trust International, 2023</xref>; 
                    <xref ref-type="bibr" rid="ref34">Penson &amp; Yonemura, 2012</xref>; 
                    <xref ref-type="bibr" rid="ref64">Mendenhall, 2024</xref>; 
                    <xref ref-type="bibr" rid="ref11">Bradley et al., 2022</xref>; 
                    <xref ref-type="bibr" rid="ref22">Hure &amp; Taylor, 2023</xref>).</p>
                <p>

                    <bold>Resilience and coping strategies</bold>
                </p>
                <p>Teachers were found to be very resilient in the face of adversity (See 
                    <xref ref-type="table" rid="T5">Table 5</xref>). In Ukraine, peer resilience and collective efficacy were the main mechanisms of coping (
                    <xref ref-type="bibr" rid="ref33">Nadyukova and Frenzel 2025</xref>); in Iraq, faith and cultural practices were central in realizing resilience among Yazidi women (
                    <xref ref-type="bibr" rid="ref48">Veronese et al., 2025</xref>); and in Uganda, IDP communities&#x2019; resilience was rooted in cultural practices (
                    <xref ref-type="bibr" rid="ref30">Mohamoud et al., 2015</xref>).</p>
                <p>Professional development mitigated teachers&#x2019; stress in the Kakuma refugee camp (
                    <xref ref-type="bibr" rid="ref39">Sharifian et al., 2023</xref>), and informal teacher learning supported refugee teachers in Kakuma camp (
                    <xref ref-type="bibr" rid="ref22">HureTaylor, 2023</xref>).</p>
                <p>Taken together, the Teacher Stability Index (TSI) visual (
                    <xref ref-type="fig" rid="f2">Figure 2</xref>) and 
                    <xref ref-type="table" rid="T8">Table 8</xref>, show a clear gradient in teacher workforce stability across crisis-affected contexts. Ukraine, Lebanon/Sweden, and Kenya (Kakuma) lie in the 
                    <italic toggle="yes">transitional</italic> band (TSI 0.32&#x2013;0.50; yellow), indicating moderate but still fragile stability. Other settings, in particular Yemen but also the refugee-hosting countries, South Sudan, multi-country refugee camps and Syria score less than 0.30 and are labeled fragile (red). Yemen has the lowest TSI (0.02) followed by camps in Syria and multi-country camps signalling that the most protracted and intense emergencies come with the weakest and unstable teacher work force.</p>
                <fig fig-type="figure" id="f2" orientation="portrait" position="float">
                    <label>
Figure 2. </label>
                    <caption>
                        <title>Teacher stability across selected conflict and refugee-affected settings.</title>
                        <p>The bar chart provides teacher stability index scores, by country and context, with a traffic-light color scheme depicting high (green), moderate (yellow), and low (red) scores of index of teacher stability.</p>
                    </caption>
                    <graphic id="gr2" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/190749/356227ec-6091-45cb-8988-71177d281604_figure2.gif"/>
                </fig>
                <p>Illustration in 
                    <xref ref-type="fig" rid="f3">Figure 3</xref>, models the relationship between conflict and displacement and its impact on the well-being of female teachers through interconnected micro, meso, and macro pathways. Personal trauma, professional disruptions, and gendered barriers flow through these ecological layers and contribute to the destabilization of teacher stability and continuity of career. The compounded stressors are ultimately affecting the well-being of teachers and have cascading negative effects on student learning.</p>
                <fig fig-type="figure" id="f3" orientation="portrait" position="float">
                    <label>
Figure 3. </label>
                    <caption>
                        <title>Integrated ecological and trauma-informed model of pathways affecting female educators.</title>
                        <p>The schematic depicts the interplay between personal trauma, professional disruption and gendered barriers at micro, meso and macro-level resulting in impaired teacher well-being, career continuity and downstream student learning effects.</p>
                    </caption>
                    <graphic id="gr3" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/190749/356227ec-6091-45cb-8988-71177d281604_figure3.gif"/>
                </fig>
                <p>
                    <xref ref-type="fig" rid="f4">
Figure 4</xref> maps a sequential pathway in which conflict onset triggers displacement and direct violence exposure, which in turn precipitate psychological distress and interruption of formal teaching roles. These shocks force a large number of female teachers to enter informal work and structurally constrained labour markets, and this creates persistent barriers to re-employment. Reintegration pathways are at the end of the chain, suggesting that we cannot do without addressing each of the prior disruption stages to achieve recovery of professional identity and stable posts.</p>
                <fig fig-type="figure" id="f4" orientation="portrait" position="float">
                    <label>
Figure 4. </label>
                    <caption>
                        <title>Stages of disruption and recovery for female teachers in conflict settings.</title>
                        <p>The figure illustrates the main phases through which female educators pass after the conflict onset such as displacement and violence exposure, psychological distress accompanied by interrupted career, involvement in informal activities because of employment barriers, and the possible routes to reintegration. Arrows depict the progressive and even cyclical aspects of such experience in situations of refugees and conflict.</p>
                    </caption>
                    <graphic id="gr4" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/190749/356227ec-6091-45cb-8988-71177d281604_figure4.gif"/>
                </fig>
                <p>The geographic distribution of studies included in the review coded by region is shown on the map (
                    <xref ref-type="fig" rid="f5">
Figure 5</xref>). Evidence is heavily concentrated in the Middle East - particularly in Gaza, Yemen, Lebanon and Syria - but there are also clusters in sub-Saharan Africa (South Sudan, Uganda, Kenya) and Asia (Myanmar/Rohingya, China). Eastern Europe is represented by Ukraine and Kosovo. The distribution emphasizes great regional imbalances as there is very little documentation from Latin America and North Africa which shows that the global understanding of the experience of female teachers is still influenced by a handful of conflict-affected areas.</p>
                <fig fig-type="figure" id="f5" orientation="portrait" position="float">
                    <label>
Figure 5. </label>
                    <caption>
                        <title>Geographical coverage of included evidence.</title>
                        <p>The map depicts the distribution of the 34 studies used in this review throughout the world with each location coded by region to demonstrate representation in Sub-Saharan Africa, the Middle East, Eastern Europe, and Asia. The evidence is based on markers of countries and conflict-affected settings.</p>
                    </caption>
                    <graphic id="gr5" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/190749/356227ec-6091-45cb-8988-71177d281604_figure5.gif"/>
                </fig>
            </sec>
        </sec>
        <sec id="sec19" sec-type="discussion">
            <title>Discussion</title>
            <sec id="sec20">
                <title>Teachers as dual survivors&#x2013;responders: Scope and consequences</title>
                <p>In Africa (Sub-Saharan), the Middle East and Eastern Europe, teachers have a paradoxical identity: they are both victims and responders in crisis. They make their own way through their losses while serving as the emotional and instructional anchors of traumatized communities. This dual identity is the first and most pervasive theme that emerges from the review. Together with the Teacher Stability Index (TSI) and the cross-country evidence tables, this paper reveals that teacher well-being and system recovery increase or decrease together-and that the steepest slope towards stability represents female teachers.</p>
                <p>Teachers have the great humanitarian task of being themselves victims of conflict and displacement, while having to continue children&#x2019;s education and psychosocial recovery (
                    <xref ref-type="bibr" rid="ref2">Adelman, 2019</xref>; 
                    <xref ref-type="bibr" rid="ref33">Nadyukova &amp; Frenzel, 2025</xref>). Syrian and Ukrainian educators described teaching from bomb shelters, tents, and makeshift classrooms while struggling with fear, grief, and unrelenting uncertainty, all associations with secondary trauma, compassion fatigue and moral injury.1 The professional consequences are manifold: cognitive overload, burnout, sleep disturbance and deterioration in teaching quality that in turn also affect student attendance and the continuity of schools (
                    <xref ref-type="bibr" rid="ref39">Sharifian, Hoot, &amp; Reyhanian, 2023</xref>).</p>
                <p>These realities call for a fundamental policy change: Teachers must be regarded as the frontline humanitarian workers and not simply implementors of the curriculum. Their mental health, safety and material security should be included in education, health and protection clusters of crisis response frameworks (
                    <xref ref-type="bibr" rid="ref2">Adelman, 2019</xref>). For female teachers, this recognition is more worrying. Their dual survival role overlaps with gendered expectations of caregiving and community service, placing them at risk for increased emotional burden, workplace insecurity, and risk of harm. Supporting their resilience, therefore, is not just a matter of occupational welfare - it is a linchpin of educational recovery and gender equitable reconstruction in conflict and displacement contexts.</p>
            </sec>
            <sec id="sec21">
                <title>Country-specific challenges and coping mechanisms among female teachers in crisis and displacement contexts</title>
                <p>In conflict and displacement-affected areas, female teachers experience structural and psychosocial injustices and, simultaneously, show situational resilience as well. In Syria, educators have been excluded internally and externally for more than a decade due to war, exposed to violence, harassment, unpaid &#x2018;incentives&#x2019; and lack of recognition of their qualifications. However, school-based adaptive strategies including community-based non-formal schools, peer networks and continuous professional development (CPD) opportunities were identified as coping anchors (
                    <xref ref-type="bibr" rid="ref2">Adelman, 2019</xref>; 
                    <xref ref-type="bibr" rid="ref11">Bradley et al., 2022</xref>; 
                    <xref ref-type="bibr" rid="ref42">UNESCO, 2018a</xref>). The 2022 invasion of Ukraine caused massive school destruction and significant teacher displacement, worsening the problems of burnout and psychological distress but, in spite of ongoing threats of air raids, Ukrainian educators maintained peer solidarity by teaching in shelters and supporting one another by maintaining continuity of teacher salaries and professional development, including that facilitated by a nongovernmental organization (NGO; 
                    <xref ref-type="bibr" rid="ref7">American Federation of Teachers [AFT], 2022</xref>; 
                    <xref ref-type="bibr" rid="ref60">Hook, 2023</xref>; 
                    <xref ref-type="bibr" rid="ref33">Nadyukova &amp; Frenzel, 2025</xref>). In South Sudan where ongoing insecurity, gender based violence (GBV) and late or inadequate salaries have seen women&#x2019;s professional participation rise only to under 20 percent; whereas community recruitment, stipends and CPD for non-qualified teachers has aided retention (
                    <xref ref-type="bibr" rid="ref42">UNESCO, 2018a; Windle Trust International, 2021</xref>, 
                    <xref ref-type="bibr" rid="ref51">2023</xref>). In relation to non-recognition of credentials, violence against professionals, and the loss of identity, Syrian refugees in Lebanon have also been fitfully enabled to move across professions via NGO and community-school networks through digital-literacy CPD and peer-mentoring programs (
                    <xref ref-type="bibr" rid="ref2">Adelman, 2019</xref>; 
                    <xref ref-type="bibr" rid="ref11">Bradley et al., 2022</xref>; 
                    <xref ref-type="bibr" rid="ref61">
Inter-Agency Network for Education in Emergencies [INEE], 2022</xref>). In the refugee camps in Uganda and Kenya, refugee educators faced pay insufficiency, limited certification, and exposure to GBV, but continued to successfully overcome COVID-19 with the help of communities of practice led by NGOs and psychosocial support provided by the Resilient Africa Network (RAN) (
                    <xref ref-type="bibr" rid="ref22">Hure &amp; Taylor, 2023</xref>; 
                    <xref ref-type="bibr" rid="ref64">Mendenhall, 2024</xref>; 
                    <xref ref-type="bibr" rid="ref30">Mohamoud et al., 2015</xref>). In Yemen and Gaza, protracted conflict, salary collapse, mobility restrictions and caregiving burdens increase GBV risks, and despite this, community and faith based networks offer stopgap psychosocial and financial support for the people (
                    <xref ref-type="bibr" rid="ref5">Alaug, 2020</xref>; 
                    <xref ref-type="bibr" rid="ref48">Veronese et al., 2025</xref>). Kosovo&#x2019;s post-conflict landscape upholds the stigmatization of the survivors of sexual and gender-based violence, which restricts female leadership, although from an emerging survivor&#x2019;s rights movement, there has been professional reintegration (
                    <xref ref-type="bibr" rid="ref36">Shala et al., 2024</xref>). In the IDP context of Somalia, for example, where chronic insecurity, a lack of CPD, and risks of GBV throughout the region remains, clan and women&#x2019;s groups continue to provide psychosocial and social-capital resources that foster resilience (
                    <xref ref-type="bibr" rid="ref30">Mohamoud et al., 2015</xref>). For the Yazidi teachers of Iraq, genocide in their homeland and conflict relating S.V. A long-lived trauma and re-entry barriers, Culturally sensitive mental health and psychosocial support (MHPSS) programs and solidarity networks are a cornerstone of gradual professional recovery (Yazidi resilience studies, 2022). Finally, in Bangladesh/Myanmar&#x2019;s Rohingya camps, the non-recognition of credentials, gender-segregated work restrictions and low pay continue to be barriers; however, models of TiCC-based coaching and NGO-supported, community of practice has helped build pedagogical continuity and psychosocial wellbeing (
                    <xref ref-type="bibr" rid="ref62">INEE, 2019</xref>, 
                    <xref ref-type="bibr" rid="ref23">2021</xref>; 
                    <xref ref-type="bibr" rid="ref64">Mendenhall, 2024</xref>).</p>
            </sec>
            <sec id="sec22">
                <title>Structural deprivation, workforce erosion and the TSI gradient</title>
                <p>Career instability is a structural -- not a contingent -- characteristic of frail systems. Is it the case that salary suspensions and extremely low remuneration, non-payment of months and non-recognition of the certificate and/or degree for permanent professional activity, and the interruption of CPDdeny continuation across contexts 
                    <xref ref-type="bibr" rid="ref51">(Windle Trust International, 2023</xref>; 
                    <xref ref-type="bibr" rid="ref64">Mendenhall, 2024</xref>; 
                    <xref ref-type="bibr" rid="ref34">Penson &amp; Yonemura, 2012</xref>)? Our Teacher Stability Index (TSI) transcends these qualitative patterns into a quantifiable gradient. No case reached &#x201c;Resilient&#x201d; ([?] .70). &#x201c;Transitional&#x201d; systems (TSI [?] .40-.50), such as the combined partial salary continuity (hybrid/digital CPD) in Ukraine and Lebanon/Sweden, and &#x201c;Fragile&#x201d; ([?] .20) with collapsed payroll, arrears and no state-backed CPD in Yemen, Syria and South Sudan (
                    <xref ref-type="bibr" rid="ref7">AFT, 2022</xref>; 
                    <xref ref-type="bibr" rid="ref11">Bradley et al., 2022</xref>; 
                    <xref ref-type="bibr" rid="ref64">Mendenhall, 2024</xref>; 
                    <xref ref-type="bibr" rid="ref51">Windle Trust International, 2023</xref>). The causal chain is shared among tables and figures, for example, continuity of pay - retention - stability, with CPD being resilient multiplier only when remuneration and recognition are put in place (
                    <xref ref-type="bibr" rid="ref39">Sharifian et al., 2023</xref>; 
                    <xref ref-type="bibr" rid="ref42">UNESCO, 2018a</xref>).</p>
            </sec>
            <sec id="sec23">
                <title>Gendered pattern of attrition</title>
                <p>Within this continuum, the progress for female teachers is steeper down the continuum. In South Sudan, women are a minority within the workforce, and they are concentrated as part of the workforce and tend to be in low-paid, short-term or volunteer jobs; risk of harassment and GBV and caregiving responsibilities further depress the workforce and advancement of women (
                    <xref ref-type="bibr" rid="ref51">Windle Trust International, 2023</xref>). For refugees in Lebanon and in camps in East Africa, the non-recognition of credentials and limited contracting position qualified women as assistants/incentives and thus enforce a &#x201c;double invisibility&#x201d; as refugee and as women (
                    <xref ref-type="bibr" rid="ref2">Adelman, 2019</xref>; 
                    <xref ref-type="bibr" rid="ref11">Bradley et al., 2022</xref>; 
                    <xref ref-type="bibr" rid="ref34">Penson &amp; Yonemura, 2012</xref>). Cumulative loss - loss of income, stalled careers, erosion of professional identity - and the impact that this has at the system level, in relation to girls&#x2019; access to role models at post-primary levels.</p>
            </sec>
            <sec id="sec24">
                <title>Coping and relational resilience: what works at the grassroots</title>
                <p>In spite of headwinds at the systems level, relational ecosystems keep practicing teachers functioning:
                    <list list-type="bullet">
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Peer support/collective efficacy: In Ukraine the prevalence of high stress reported in &gt;70%, but the maintenance of performance was centralized around collegial networks (
                                <xref ref-type="bibr" rid="ref33">Nadyukova &amp; Frenzel, 2025</xref>; 
                                <xref ref-type="bibr" rid="ref7">AFT, 2022</xref>).</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Targeted training: CPD can also be used for targeted training, as was done in Syria, where the training was linked to a significant decrease in the level of emotional exhaustion and improvement in the level of activities in the classroom, observing the pedagogical and psychosocial value of CPD (
                                <xref ref-type="bibr" rid="ref39">Sharifian et al., 2023</xref>).</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Faith/cultural anchors: Among Yazidi and other minority educators, religious ritual and cultural continuity fostered agency and identity in the process of recovery (
                                <xref ref-type="bibr" rid="ref48">Veronese, Hamamra, Mahamid, Bdier, &amp; Cavazzoni, 2025</xref>).</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Women&#x2019;s groups and community structures: In northern Uganda and Somalia, women&#x2019;s collectives and faith institutions have helped to strengthen resilience and are limited by gaps in governance and resourcing (
                                <xref ref-type="bibr" rid="ref30">Mohamoud et al., 2015</xref>).</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Informal CPD continuity: The continuity of professional practice among refugees was notably sustained in Kakuma through refugee-led CPD (WhatsApp groups, peer mentoring, shared resources), where they were excluded from formal pathways.</p>
                        </list-item>
                    </list>
                </p>
                <p>Collectively, resilience is relational and contextual, and thus not merely an individual characteristic: it is braided from ties with peers, practices of identity restoration, and structured opportunities to learn and lead (
                    <xref ref-type="bibr" rid="ref35">Sambu, 2015</xref>; 
                    <xref ref-type="bibr" rid="ref22">Hure &amp; Taylor, 2023</xref>; 
                    <xref ref-type="bibr" rid="ref48">Veronese et al., 2025</xref>).</p>
            </sec>
            <sec id="sec25">
                <title>Current interventions: Gains and limits</title>
                <p>The State of the Intervention--What Works and Where the Borders Are--Today.</p>
            </sec>
            <sec id="sec26">
                <title>What is working</title>
                <p>

                    <bold>Bridging pathways digital CPD and hybrid</bold>
                </p>
                <p>Hybrid and digital CPD programs in Lebanon, Sweden, and refugee camps like Kakuma have been reported to transform the lives of displaced female teachers. These programs, provided by mobile learning, internet-based mentoring and local workshops allow women to restore professional self-belief, pedagogical renewal, and confirm previous education interrupted by conflict (
                    <xref ref-type="bibr" rid="ref11">Bradley et al., 2022</xref>; 
                    <xref ref-type="bibr" rid="ref22">Hure and Taylor, 2023</xref>). To most refugee teachers, home-based, online training is a safer and more culturally appropriate option to face-to-face training, leading to fewer drop-outs and burnout and enabling mothers who combine child-rearing and employment to re-enter the workforce. Notably, these CPD models will also foster peer to peer solidarity networks, forging informal mentorship networks among women teachers that is lasting even after the donor funding cycles.</p>
                <p>

                    <bold>Partial payroll safeguards and salary continuity measures</bold>
                </p>
                <p>Municipal and national payroll protection mechanisms (at least in part) have been instrumental in ensuring that female teachers remain engaged in active conflict in Ukraine. These interventions maintain income, lessen absenteeism, and maintain identity of teaching so that there can be no massive workforce collapse on a mass scale (
                    <xref ref-type="bibr" rid="ref7">AFT, 2022</xref>; 
                    <xref ref-type="bibr" rid="ref33">Nadyukova and Frenzel, 2025</xref>). Psychosocial stability is also pegged on consistent remuneration, even at lower levels, to curb shame and dependency that in most cases accompanies financial precarity among the displaced women. Women teachers in various towns resorted to small allowances to feed or equip pupils, and sustained their functions as homemakers and social stabilizers.</p>
                <p>

                    <bold>Faith-based and community support systems</bold>
                </p>
                <p>In situations where the state structures fail, the community and faith-based networks offer important scaffolding of psychosocial development. There are prayer groups and peer circles of women along with the religious organizations where women can release their emotions, process traumas, and solve joint problems (
                    <xref ref-type="bibr" rid="ref30">Mohamoud et al., 2015</xref>; 
                    <xref ref-type="bibr" rid="ref48">Veronese et al., 2025</xref>). Such groups serve as informal mental-health ecosystems and allow women to cope with grief, GBV-related stigma, and professional isolation in the context of the northern Uganda and Gaza. These informal culturally-based networks have been found to be more approachable compared to clinical interventions particularly to women who are limited because of the mobility conditions or cultural traditions.</p>
                <p>These interventions, combined, demonstrate that female teachers have the most leverage with gender-sensitive flexibility, relational networks, and localized innovation as the most powerful resilience facilitators. They enable displaced women not only to survive as professionals, but to also teach as social care and resistance to instability as a means of survival.</p>
            </sec>
            <sec id="sec27">
                <title>Where the limits show</title>
                <p>

                    <bold>Donor reliance and project disintegration</bold>
                </p>
                <p>Most of the interventions are short-lived, project-driven, and reliant on donor aid, producing momentum and collapse cycles (
                    <xref ref-type="bibr" rid="ref64">Mendenhall, 2024</xref>; 
                    <xref ref-type="bibr" rid="ref43">UNESCO, 2018b</xref>, 
                    <xref ref-type="bibr" rid="ref44">c</xref>). As soon as funding runs out, female educators are deprived of CPD, stipend, and mentorship safe spaces. This instability, especially damages women, whose engagement is usually dependent on the logistical backups, such as childcare, transport allowances, or digital devices, which are lost upon the termination of projects. As a result, skills improvements are not institutionalized and therefore, progress towards gender equity is re-initiated every funding round.</p>
                <p>

                    <bold>Credential non-recognition and structural invisibility</bold>
                </p>
                <p>Credit disappearance or re-entry continues on international borders in spite of local bridging/re-entry programs. Women teachers who are refugees often go through trainings that do not translate into official equivalence and national accreditation (
                    <xref ref-type="bibr" rid="ref34">Penson and Yonemura, 2012</xref>; 
                    <xref ref-type="bibr" rid="ref11">Bradley et al., 2022</xref>). Their professional position is not very high and depends on NGO jobs without standardized regional systems of qualification transfer. Such exclusion continues to create what some scholars term gendered brain waste - the systematic underutilization of qualified women educators in host country systems.</p>
                <p>

                    <bold>Unrelenting GBV vulnerability and protection systems</bold>
                </p>
                <p>Gender-based violence is an un-addressed widespread threat. Women educators usually have to travel by insecure paths or operate in unsecured institutions, as they are harassed, kidnapped, or raped (
                    <xref ref-type="bibr" rid="ref42">UNESCO, 2018a</xref>; 
                    <xref ref-type="bibr" rid="ref48">Veronese et al., 2025</xref>). There is a lack of reporting mechanisms, underfunded survivor services and disclosure is hindered by social stigma. Protection policies of contractual teachers or volunteers are not common even in the aid programs. The outcome is trauma and attrition that is sustained by a culture of silence.</p>
                <p>

                    <bold>Mentorship gaps and thin leadership pipelines</bold>
                </p>
                <p>Although women are the core of the provision of education during emergency situations, not many of them reach the position of decision-making or supervision. The institutional leadership standards do not often accept displacement-based career gaps, informal experience, or part-time tracks (
                    <xref ref-type="bibr" rid="ref51">Windle Trust International, 2023</xref>). Such lack of gender-responsive promotion ladders does not only marginalise potential women but also denies systems sympathetic leadership that is sensitive to survivor realities.</p>
                <p>Even the strongest female teachers will be in the periphery of the classroom instead of making reform, unless deliberate mentorship programs and quotas on leadership are implemented.</p>
                <p>

                    <bold>Integrative insight</bold>
                </p>
                <p>Combined, the existing interventions reveal how inventive and resolute the female teachers are yet limited by structural vulnerability and intermittent institutionalization. The three best supports, flexible CPD, partial salary protection, and community networks, are mostly peripheral, not part of core systems operations. To achieve long-term development, it is necessary to entrench these mechanisms into education systems of the countries, guaranteeing the predictability of funding, formal credential transfer, survivor protection, and career opportunities.</p>
                <p>Fundamentally, the effectiveness of interventions is determined not only by their existence but also permanence and gendering, to convert improvisational solutions to permanent systems that respect women teachers as the key architects of educational salvation.</p>
            </sec>
            <sec id="sec28">
                <title>Policy and strategy: What the evidence supports</title>
                <p>

                    <bold>1) Acknowledge woman teachers as humanitarian professionals</bold>
                </p>
                <p>

                    <bold>Integrate the well-being of women into the systems of crisis response</bold>
                </p>
                <p>Female teachers should be recognized as dual survivors and responders by education-in-emergency (EiE) frameworks. Their health, including mental and physical, as well as reproductive, should be integrated into national and humanitarian education funding, and access to evidence-based short-term, trauma-sensitive screening, psychosocial referral, and intervention (
                    <xref ref-type="bibr" rid="ref2">Adelman, 2019</xref>; 
                    <xref ref-type="bibr" rid="ref39">Sharifian et al., 2023</xref>).</p>
                <p>

                    <bold>Empower women educators with stronger duty of care</bold>
                </p>
                <p>Create gender-sensitive work safety criteria such as safe school structures, consistent work schedules in case of alerts and workload policies under crisis circumstances. These can be directly countermeasured towards burnout and re-traumatization (
                    <xref ref-type="bibr" rid="ref42">UNESCO, 2018a</xref>).</p>
                <p>

                    <bold>2) Stabilize female pay and work security</bold>
                </p>
                <p>

                    <bold>Create payroll integrity in female-dominated education sectors</bold>
                </p>
                <p>Ensure the existence of ring-fenced salary lines and arrears clearance systems, and even the national and refugee cadres get the same pay to avoid the feminization of low-paid &#x201c;incentive&#x201d; labour (
                    <xref ref-type="bibr" rid="ref64">Mendenhall, 2024</xref>).</p>
                <p>

                    <bold>Implement gender sensitive allowances</bold>
                </p>
                <p>Establish crisis stipends, bridge allowances to female teachers who juggle caregiving and teaching roles, to avoid leaving the workforce upon displacement or insecurity (
                    <xref ref-type="bibr" rid="ref51">Windle Trust International, 2023</xref>).</p>
                <p>

                    <bold>3) Secure credential recognition and mobility opportunities to displaced women teachers</bold>
                </p>
                <p>

                    <bold>Quickly develop credential recognition</bold>
                </p>
                <p>Create cross-border equivalency frameworks and competency-based tests which confirm previous qualification of women, most of which are not compensated post-displacement (
                    <xref ref-type="bibr" rid="ref34">Penson and Yonemura, 2012</xref>; 
                    <xref ref-type="bibr" rid="ref11">Bradley et al., 2022</xref>).</p>
                <p>

                    <bold>Institutionalize host-origin co-operation</bold>
                </p>
                <p>Establish Memoranda of Understanding (MOUs) between host country and home country to transform emergency work as a volunteer teacher into formal teaching experience. This will guarantee the transferable credentials and continuity of careers among the displaced female teachers.</p>
                <p>

                    <bold>4) Organize gender-transformative systems in education</bold>
                </p>
                <p>

                    <bold>Provide survivor-based safety and mobility</bold>
                </p>
                <p>Introduce GBV reporting systems, in-country transport to schools, and survivor services which involve displaced and contract women teachers (
                    <xref ref-type="bibr" rid="ref42">UNESCO, 2018a</xref>; 
                    <xref ref-type="bibr" rid="ref48">Veronese et al., 2025</xref>).</p>
                <p>

                    <bold>Supportive infrastructure retention</bold>
                </p>
                <p>Subsidize childcare services and flexible work hours, as well as offering women who are returning to teaching after a break or maternity leave, scholarships (
                    <xref ref-type="bibr" rid="ref51">Windle Trust International, 2023</xref>).</p>
                <p>

                    <bold>Provide learning and teaching environments that are design safe</bold>
                </p>
                <p>Enhance security structures in schools, including lighting, boundary walls and safe toilets and encourage communities to sign security agreements to minimize harassment and intimidation of female teachers.</p>
                <p>

                    <bold>5) Develop relationship resilience as essential educational infrastructure</bold>
                </p>
                <p>

                    <bold>Organize peer networks and women groups</bold>
                </p>
                <p>Finance female teacher associations, religious women groups and mentorship groups as budget lines and not expenses that are subject to donations. These relational ecosystems can offer long-term psychosocial and professional assistance (
                    <xref ref-type="bibr" rid="ref30">Mohamoud et al., 2015</xref>; 
                    <xref ref-type="bibr" rid="ref48">Veronese et al., 2025</xref>).</p>
                <p>

                    <bold>Scale gender-sensitive hybrid CPD</bold>
                </p>
                <p>Creating digital learning platforms which are low-bandwidth and flexible will allow displaced and caring women to engage in professional development without the physical constraints of travelling (
                    <xref ref-type="bibr" rid="ref22">Hure &amp; Taylor, 2023</xref>).</p>
                <p>

                    <bold>Establish official mentorship channels</bold>
                </p>
                <p>Assign displaced women teachers pair mentors with in-system mentors- principally senior female educators or head teachers and include the time of mentorship as an official workload to promote institutional buy-in.</p>
                <p>

                    <bold>6) Monitoring, accountability and Teacher Stability Index (TSI)</bold>
                </p>
                <p>

                    <bold>Implement gender-disaggregated TSI monitoring</bold>
                </p>
                <p>Expand the Teacher Stability Index as a national indicator (disaggregated by gender) to capture pay continuity, CPD access, credential recognition, GBV safety, and attrition patterns (
                    <xref ref-type="bibr" rid="ref7">AFT, 2022</xref>; 
                    <xref ref-type="bibr" rid="ref64">Mendenhall, 2024</xref>).</p>
                <p>

                    <bold>Make gender progress measurable</bold>
                </p>
                <p>Connect donor payments and national education grants to measurable changes in female teacher stability indicators- especially pay equity, women in leadership and CPD.</p>
            </sec>
            <sec id="sec29">
                <title>Research priorities (Centering female educators in emergencies)</title>
                <p>

                    <list list-type="bullet">
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Longitudinal research of female teacher mental health, retention, and burnout paths in sustained crises.</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>GBV prevalence mapping among women teachers with culturally sensitive innovations of reporting.</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Girls Secondary and TVET education Secondary and TVET female educators as a central agent in educational transition in girls, which is currently underrepresented in EiE research.</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Intersectional studies based on age, ethnicity, disability and caregiving status to enhance support targeting.</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Cost-effectiveness of hybrid CPD, peer-support networks, and survivor-centered safety systems on the cost-effectiveness of career stability among women.</p>
                        </list-item>
                    </list>
                </p>
            </sec>
            <sec id="sec30">
                <title>Limitations</title>
                <p>The evidence base compiled in this review has certain limitations. A number of the included studies were cross-sectional or descriptive; others may have mainly relied on self-reporting and non-standardized outcome measures, therefore limiting the possibility of inferring causality and comparability across contexts. Geographical coverage was uneven, with some regions and crisis contexts under-represented. Part of the materials used was from grey literature and NGO reports with varying levels of methodological transparency and potential advocacy or publication bias. Experiences of most of the marginalised female educators, including in informal or unregistered schools, are likely to be under-documented, so the patterns described here are likely to under-estimate both the severity and diversity of their realities.</p>
            </sec>
        </sec>
        <sec id="sec31" sec-type="conclusion">
            <title>Conclusion</title>
            <p>The data all points to an objective necessity that is clear-cut: the role of a female teacher is the key to the successful educational recovery in crisis situations, and this role is nonetheless structurally marginalized in the systems they support. They are all dependent on the dimensions that are intertwined (economic security, credential mobility, psychosocial safety, and relational resilience). It is not just a fair policy to identify and fund women educators as key humanitarian workers, but it is critical in restoring learning ecosystems in the post-conflict period.</p>
            <p>Education systems can become less fragile (red) and transitional (yellow) and ultimately to resilient (green) architecture in which the survival of women in the professions translates into a renewed society.</p>
        </sec>
    </body>
    <back>
        <sec id="sec34" sec-type="data-availability">
            <title>Data availability statement</title>
            <p>Data are available under the terms of the 
                <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International license</ext-link> (CC-BY 4.0).</p>
            <p>Data generated can be accessed via (
                <xref ref-type="bibr" rid="ref8">Anyanwu et al., n.d.</xref>) 
                <ext-link ext-link-type="uri" xlink:href="https://figshare.com/articles/dataset/PRISMA_2020_Checklist_for_Teaching_Through_Chaos_Resilience_and_Survival_of_Female_Educators_in_Refugee_and_Conflict-Affected_Settings_/30734618?file=59898815">https://figshare.com/articles/dataset/PRISMA_2020_
Checklist_for_Teaching_Through_Chaos_Resilience_and_Survival_of_Female_Educators_in_Refugee_and_Conflict-Affected_Settings_/30734618?file=59898815</ext-link>
            </p>
        </sec>
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