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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">odem</journal-id>
      <journal-title-group>
        <journal-title>Occupational Diseases and Environmental Medicine</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2333-357X</issn>
      <issn pub-type="ppub">2333-3561</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/odem.2026.144018</article-id>
      <article-id pub-id-type="publisher-id">odem-153675</article-id>
      <article-categories>
        <subj-group>
          <subject>Article</subject>
        </subj-group>
        <subj-group>
          <subject>Medicine</subject>
          <subject>Healthcare</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Alignment between Intervention Design and Multidimensional Risk in Educator WMSDs: A Systematic Review</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0009-0007-2749-8047</contrib-id>
          <name name-style="western">
            <surname>Abreek-Sarhan</surname>
            <given-names>Nedonya</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0009-0001-4198-7759</contrib-id>
          <name name-style="western">
            <surname>Sarhan</surname>
            <given-names>Bilal</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0003-2987-4396</contrib-id>
          <name name-style="western">
            <surname>Kalichman</surname>
            <given-names>Leonid</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0001-8544-2104</contrib-id>
          <name name-style="western">
            <surname>Alperovitch-Najenson</surname>
            <given-names>Deborah</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> Department of Physical Therapy, Recanati School for Community Health Professions, Faculty of Health Science, Ben-Gurion University of the Negev, Beer Sheva, Israel </aff>
      <aff id="aff2"><label>2</label> Head of the Gait Analysis Laboratory of AposTherapy, Ashkelon, Israel </aff>
      <aff id="aff3"><label>3</label> Department of Environmental and Occupational Health, Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel </aff>
      <aff id="aff4"><label>4</label> Department of Physical Therapy, Zefat Academic College, Zefat, Israel </aff>
      <author-notes>
        <fn fn-type="conflict" id="fn-conflict">
          <p>The authors declare no conflicts of interest.</p>
        </fn>
      </author-notes>
      <pub-date pub-type="epub">
        <day>01</day>
        <month>11</month>
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>11</month>
        <year>2026</year>
      </pub-date>
      <volume>14</volume>
      <issue>04</issue>
      <fpage>209</fpage>
      <lpage>236</lpage>
      <history>
        <date date-type="received">
          <day>15</day>
          <month>06</month>
          <year>2026</year>
        </date>
        <date date-type="accepted">
          <day>01</day>
          <month>09</month>
          <year>2026</year>
        </date>
        <date date-type="published">
          <day>04</day>
          <month>09</month>
          <year>2026</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© 2026 by the authors and Scientific Research Publishing Inc.</copyright-statement>
        <copyright-year>2026</copyright-year>
        <license license-type="open-access">
          <license-p> This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link> ). </license-p>
        </license>
      </permissions>
      <self-uri content-type="doi" xlink:href="https://doi.org/10.4236/odem.2026.144018">https://doi.org/10.4236/odem.2026.144018</self-uri>
      <abstract>
        <p><bold>Background:</bold> Work-related musculoskeletal disorders (WMSDs) are common among preschool and school educators and arise from interacting ergonomic, physical, and psychosocial workplace factors. Despite this multidimensional etiology, workplace interventions typically address only a limited range of these risk factors. <bold>Purpose:</bold> To systematically review workplace interventions targeting WMSDs among educators, classify intervention approaches, examine the breadth of reported outcomes, and identify gaps to inform future intervention development. <bold>Methods:</bold>PubMed/MEDLINE, Scopus, Web of Science, and ProQuest were searched from inception through December 2025. Eligible studies evaluated workplace-based ergonomic, physical/exercise, psychosocial, or multicomponent interventions among preschool and school educators. Owing to substantial heterogeneity in study design, intervention characteristics, and outcome measures, findings were synthesized narratively. <bold>Results:</bold> Thirty studies met the inclusion criteria. Interventions were classified as ergonomic (n = 6), physical/exercise-based (n = 7), psychosocial (n = 11), and multicomponent (n = 6). Single-domain interventions generally improved outcomes within their primary target domain, whereas multicomponent interventions demonstrated broader benefits across musculoskeletal, psychosocial, and work-related outcomes. However, all multicomponent interventions combined only two intervention domains. No study implemented a workplace-based intervention integrating ergonomic, physical, and psychosocial components within a single program. <bold>Conclusions:</bold> Current evidence is dominated by single-domain and dual-domain interventions that do not fully address the multidimensional nature of WMSDs among educators. The absence of integrated tri-domain interventions highlights an important evidence gap. Based on the identified patterns, the Education-Oriented Tri-Domain Intervention Model (ETDIM) is proposed as a conceptual framework to guide the design and evaluation of future workplace interventions in educational settings.</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>Work-Related Musculoskeletal Disorders</kwd>
        <kwd>Educators</kwd>
        <kwd>Occupational Health</kwd>
        <kwd>Workplace Interventions</kwd>
        <kwd>Ergonomics</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>Work-related musculoskeletal disorders (WMSDs) are among the most prevalent occupational health conditions worldwide and remain a major cause of disability, reduced productivity, and economic burden [<xref ref-type="bibr" rid="B1">1</xref>]-[<xref ref-type="bibr" rid="B3">3</xref>]. From a human factors and ergonomics perspective, WMSDs arise from the interaction between physical, organizational, and psychosocial work demands rather than from a single exposure [<xref ref-type="bibr" rid="B1">1</xref>][<xref ref-type="bibr" rid="B4">4</xref>]-[<xref ref-type="bibr" rid="B6">6</xref>]. Physical risk factors include repetitive movements, awkward or sustained postures, excessive mechanical loading, prolonged static work, and suboptimal workplace design [<xref ref-type="bibr" rid="B1">1</xref>][<xref ref-type="bibr" rid="B7">7</xref>][<xref ref-type="bibr" rid="B8">8</xref>], while psychosocial stressors such as high job demands, low job control, emotional strain, and limited workplace support may contribute to symptom development, persistence, and disability [<xref ref-type="bibr" rid="B5">5</xref>][<xref ref-type="bibr" rid="B6">6</xref>]. Globally, musculoskeletal disorders account for a substantial proportion of disability and occupational productivity loss, with low-back pain representing a leading contributor to years lived with disability worldwide [<xref ref-type="bibr" rid="B9">9</xref>]-[<xref ref-type="bibr" rid="B12">12</xref>].</p>
      <p>Educators represent a particularly vulnerable occupational group. Preschool educators are frequently exposed to child lifting and carrying, repetitive bending, prolonged kneeling or squatting, and work at child-height furniture [<xref ref-type="bibr" rid="B13">13</xref>]-[<xref ref-type="bibr" rid="B16">16</xref>]. School teachers may experience prolonged standing, repetitive writing and typing, sustained computer use, and other occupational ergonomic demands [<xref ref-type="bibr" rid="B17">17</xref>]-[<xref ref-type="bibr" rid="B20">20</xref>]. Consequently, reported 12-month prevalence rates of WMSDs among educators are high, with the lower back, neck, and shoulders among the most commonly affected regions [<xref ref-type="bibr" rid="B13">13</xref>][<xref ref-type="bibr" rid="B17">17</xref>]-[<xref ref-type="bibr" rid="B20">20</xref>]. These disorders are associated with reduced work ability, absenteeism, and impaired job performance [<xref ref-type="bibr" rid="B21">21</xref>].</p>
      <p>The development of WMSDs among educators is influenced by both biomechanical and psychosocial factors. Physical exposures include repetitive tasks, awkward or sustained postures, physically demanding caregiving activities, and suboptimal workplace ergonomics [<xref ref-type="bibr" rid="B7">7</xref>][<xref ref-type="bibr" rid="B8">8</xref>][<xref ref-type="bibr" rid="B13">13</xref>]-[<xref ref-type="bibr" rid="B16">16</xref>], whereas psychosocial stressors such as workload, emotional demands, burnout, and limited workplace support may amplify fatigue, perceived strain, and delayed recovery [<xref ref-type="bibr" rid="B5">5</xref>][<xref ref-type="bibr" rid="B6">6</xref>][<xref ref-type="bibr" rid="B22">22</xref>]-[<xref ref-type="bibr" rid="B24">24</xref>]. Longitudinal evidence further suggests that physical and psychosocial work factors may operate concurrently in shaping subsequent musculoskeletal risk [<xref ref-type="bibr" rid="B5">5</xref>][<xref ref-type="bibr" rid="B6">6</xref>].</p>
      <p>To address these risks, workplace interventions have generally focused on three domains. Ergonomic interventions target workplace design, task modification, equipment adaptation, and participatory problem-solving [<xref ref-type="bibr" rid="B7">7</xref>][<xref ref-type="bibr" rid="B16">16</xref>][<xref ref-type="bibr" rid="B25">25</xref>][<xref ref-type="bibr" rid="B26">26</xref>]. Physical or exercise-based interventions aim to improve strength, mobility, physical capacity, and symptom management [<xref ref-type="bibr" rid="B27">27</xref>]-[<xref ref-type="bibr" rid="B30">30</xref>]. Psychosocial interventions include mindfulness, stress-management, organizational support, and cognitive-behavioral approaches [<xref ref-type="bibr" rid="B22">22</xref>][<xref ref-type="bibr" rid="B24">24</xref>][<xref ref-type="bibr" rid="B31">31</xref>][<xref ref-type="bibr" rid="B32">32</xref>].</p>
      <p>Despite growing research activity, the evidence remains fragmented. Most studies evaluate single-domain interventions and rarely examine whether broader, multidomain approaches produce wider benefits across musculoskeletal, psychosocial, and organizational outcomes. Furthermore, no education-specific framework currently integrates ergonomic, physical, and psychosocial intervention domains within a unified model.</p>
      <p>Therefore, this systematic review aimed to: 1) synthesize evidence on the prevalence and risk factors of WMSDs among preschool and school educators; 2) map workplace-based ergonomic, physical, psychosocial, and integrated interventions; and 3) examine patterns of outcome breadth across intervention domains. Due to substantial heterogeneity in interventions and outcome measures, a narrative synthesis was conducted. Findings were subsequently used to develop the Education-Oriented Tri-Domain Intervention Model (ETDIM), a synthesis-based framework intended to guide future intervention design and occupational health strategies in educational settings.</p>
    </sec>
    <sec id="sec2">
      <title>2. Methods</title>
      <sec id="sec2dot1">
        <title>2.1. Eligibility Criteria</title>
        <p>Eligible studies included peer-reviewed original research articles published in English that examined workplace-based interventions for work-related musculoskeletal disorders (WMSDs) among preschool and school educators. Conference abstracts, dissertations or theses without peer-reviewed publication, laboratory simulation studies, and studies that did not report WMSD-related outcomes were excluded. Additional authoritative reports, books, and other reference sources were used exclusively to provide background context and were not included in the systematic review or evidence synthesis.</p>
      </sec>
      <sec id="sec2dot2">
        <title>2.2. Search Strategy</title>
        <p>A systematic literature search was conducted in PubMed/MEDLINE, Scopus, Web of Science, and ProQuest from database inception to 5 December 2025. Search terms combined concepts related to educators, WMSDs, and workplace interventions. Reference lists of included studies and relevant reviews were manually screened to identify additional eligible studies. The full search strategy for each database is available in Supplementary File 1.</p>
      </sec>
      <sec id="sec2dot3">
        <title>2.3. Study Selection and Data Extraction</title>
        <p>All identified records were imported into reference management software, and duplicate records were removed before screening. Titles and abstracts were screened independently by two reviewers according to the predefined eligibility criteria. Potentially eligible studies underwent full-text review. Disagreements at any stage of the screening process were resolved through discussion and, when necessary, consultation with a third reviewer.</p>
        <p>Data extraction was performed independently by two reviewers using a standardized extraction form. Extracted information included study characteristics (author, year, country, and study design), participant characteristics, educational setting, intervention components, intervention domain (ergonomic, physical, psychosocial, or integrated), duration, outcome measures, and reported findings related to musculoskeletal, psychosocial, and work-related outcomes.</p>
        <p>The study selection process, including record identification, duplicate removal, title and abstract screening, full-text assessment, and final study inclusion, is summarized in the PRISMA flow diagram (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p>
        <fig id="fig1">
          <label>Figure 1</label>
          <graphic xlink:href="https://html.scirp.org/file/1690309-rId20.jpeg?20260904032642" />
        </fig>
        <p><bold>Figure 1</bold><bold>.</bold> PRISMA flow diagram of study selection for studies addressing WMSDs among educators. Adapted from the <italic>PRISMA 2020</italic> Statement [<xref ref-type="bibr" rid="B33">33</xref>].</p>
      </sec>
      <sec id="sec2dot4">
        <title>2.4. Data Synthesis</title>
        <p>Due to substantial heterogeneity in study designs, intervention components, and outcome measures, quantitative meta-analysis was not feasible. Therefore, a structured narrative synthesis was conducted. Interventions were categorized into ergonomic, physical, psychosocial, or integrated domains, and outcomes were mapped across musculoskeletal, psychosocial, and organizational dimensions. Patterns of alignment and mismatch between intervention targets and reported outcomes were identified across studies and used to inform the development of the Education-Oriented Tri-Domain Intervention Model (ETDIM) (<xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
        <fig id="fig2">
          <label>Figure 2</label>
          <graphic xlink:href="https://html.scirp.org/file/1690309-rId21.jpeg?20260904032642" />
        </fig>
        <p><bold>Figure 2.</bold> Conceptual framework of the multimethod assessment approach: Implications for intervention design and clinical evaluation.</p>
      </sec>
      <sec id="sec2dot5">
        <title>2.5. Coding of Outcome Breadth</title>
        <p>Outcome breadth was coded according to the number of outcome domains in which improvement was reported following the intervention. Outcomes were grouped into three domains: 1) musculoskeletal outcomes, including pain, disability, posture, biomechanical exposure, physical workload, or functional capacity; 2) psychosocial outcomes, including stress, burnout, emotional exhaustion, mental well-being, coping, mindfulness, or psychological distress; and 3) work-related or organizational outcomes, including work ability, absenteeism, job satisfaction, work engagement, organizational climate, trust, coworker support, or implementation-related workplace changes.</p>
        <p>A domain was coded as improved when the original study reported a statistically significant between-group or within-group improvement, or when the authors explicitly reported a meaningful positive intervention effect for that domain in studies where statistical testing was not available or not consistently reported. Studies were then classified as showing improvement in one outcome domain only or in two or more outcome domains. Coding was performed independently by two reviewers, and disagreements were resolved through discussion.</p>
      </sec>
      <sec id="sec2dot6">
        <title>2.6. Methodological Quality Assessment</title>
        <p>Methodological quality was assessed according to study design using the appropriate Joanna Briggs Institute (JBI) Critical Appraisal Tools. Randomized and cluster-randomized trials were evaluated using the JBI Checklist for Randomized Controlled Trials, quasi-experimental and pre-post intervention studies were evaluated using the JBI Checklist for Quasi-Experimental Studies, and systematic reviews were evaluated using the JBI Checklist for Systematic Reviews and Research Syntheses. Narrative reviews and non-primary contextual sources were not formally appraised and were used only to support background interpretation.</p>
        <p>Quality appraisal findings were not used as exclusion criteria. Instead, they were used to inform the narrative synthesis by giving greater interpretive weight to higher-quality randomized, cluster-randomized, and quasi-experimental intervention studies when evaluating patterns of intervention effects and outcome breadth. Studies with lower methodological quality, incomplete reporting, or non-primary designs were interpreted cautiously and were not used as stand-alone evidence for ETDIM conclusions. The proposed ETDIM framework was therefore based primarily on consistent patterns observed across appraised intervention studies rather than on isolated findings from lower-quality or contextual sources. Detailed quality appraisal results are presented in Supplementary <bold>Table S1</bold>.</p>
      </sec>
    </sec>
    <sec id="sec3">
      <title>3. Results</title>
      <sec id="sec3dot1">
        <title>3.1. Description of Studies and Intervention Domains</title>
        <p>A total of 142 records were identified through systematic searches of PubMed/MEDLINE, Scopus, Web of Science, and ProQuest, together with manual searching of reference lists together with manual searching of reference lists, journal websites, and citation tracking. After duplicate removal, 121 records remained for title and abstract screening. Of these, 86 records were excluded based on title and abstract screening, leaving 35 full-text articles for eligibility assessment. Following full-text review, five studies were excluded because of an incorrect population or setting (n = 2), absence of WMSD-related outcomes (n = 2), or non-peer-reviewed publication (n = 1). Consequently, 30 studies met the inclusion criteria and were included in the qualitative synthesis. The study selection process is summarized in the PRISMA flow diagram (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p>
      </sec>
      <sec id="sec3dot2">
        <title>3.2. Classification of Intervention Domains</title>
        <p>The 30 included studies were categorized according to their primary intervention focus into four domains: ergonomic, physical/exercise-based, psychosocial, and integrated (<bold>Tables 1-4</bold>). Six studies evaluated predominantly ergonomic interventions, seven examined physical or exercise-based programs, and eleven focused primarily on psychosocial interventions. Six studies were classified as integrated interventions, defined as programs combining components from at least two intervention domains.</p>
        <p><bold>Table 1.</bold> Ergonomic Interventions (TIDieR Format) programs among teachers and preschool educators.</p>
        <table-wrap id="tbl1">
          <label>Table 1</label>
          <table>
            <tbody>
              <tr>
                <td>Reference</td>
                <td>Intervention</td>
                <td>Components</td>
                <td>Who Delivered</td>
                <td>How (Mode of Delivery)</td>
                <td>Where</td>
                <td>Duration</td>
                <td>Fidelity</td>
                <td>Outcomes</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B16">16</xref>
                  ]
                </td>
                <td>Participatory ergonomics program</td>
                <td>Postural analysis,task redesign, lifting optimization</td>
                <td>Ergonomists and OHS specialists</td>
                <td>Workshops, onsite coaching, individualized task modification</td>
                <td>Childcare centres (Germany)</td>
                <td>Several weeks</td>
                <td>Onsite supervision and individualized implementation</td>
                <td>↓ Trunk flexion; ↑ posture; ↓ biomechanical strain</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B25">25</xref>
                  ]
                </td>
                <td>Participatory ergonomics program</td>
                <td>Workstation redesign, task modification, ergonomic risk mapping</td>
                <td>Ergonomics specialists and worker groups</td>
                <td>Participatory workshops and workplace implementation</td>
                <td>Childcare institutions</td>
                <td>20 weeks</td>
                <td>Participatory implementation with workplace follow-up</td>
                <td>↑ Ergonomic conditions; ↓ perceived exertion and MSD risk;cost-effective</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B26">26</xref>
                  ]
                </td>
                <td>Participatory ergonomics training</td>
                <td>Safe lifting, child handling, posture optimization</td>
                <td>Participatory ergonomics trainers and OHS team</td>
                <td>Classroom training with supervised practice</td>
                <td>Childcare centres (Denmark)</td>
                <td>3 months</td>
                <td>Supervised practical training</td>
                <td>↓ Physical exertion; ↓ neck, shoulder and low-back pain</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B30">30</xref>
                  ]
                </td>
                <td>Ergonomic assessment and training</td>
                <td>Ergonomic assessment, lifting techniques, posture correction</td>
                <td>Physiotherapists</td>
                <td>Worksite assessment and group training</td>
                <td>Schools (Austria)</td>
                <td>3 months</td>
                <td>Instructor-supervised sessions</td>
                <td>↑ Ergonomic awareness; ↓MSD symptoms (trend)</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B34">34</xref>
                  ]
                </td>
                <td>Ergonomic education program</td>
                <td>Posture education, risk identification, workstation organization</td>
                <td>Occupational health educators</td>
                <td>Lectures, demonstrations, printed materials</td>
                <td>Schools (China)</td>
                <td>Single structured program</td>
                <td>Standardized educational programme</td>
                <td>↑ Ergonomic behaviours; ↓ MSD complaints</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B35">35</xref>
                  ]
                </td>
                <td>Ergonomic redesign programme</td>
                <td>Workplace redesign, lifting strategies, load management, behavioural coaching</td>
                <td>OHS specialists and workplace coaches</td>
                <td>Workshops, onsite task modification and coaching</td>
                <td>Workplaces (Denmark)</td>
                <td>Stepped-wedge implementation</td>
                <td>Structured implementation with workplace coaching</td>
                <td>↓Physical workload and pain behaviours; no change in sickness absence</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>Note. OHS = occupational health and safety; MSD = musculoskeletal disorder. Fidelity reflects adherence or implementation procedures reported in the original studies (e.g., supervision, standardized protocols, workplace follow-up). Outcomes are summarized qualitatively.</p>
        <p><bold>Table 2.</bold> Psychosocial interventions (TIDieR Format) among teachers and preschool educators.</p>
        <table-wrap id="tbl2">
          <label>Table 2</label>
          <table>
            <tbody>
              <tr>
                <td>Reference</td>
                <td>Intervention</td>
                <td>Components</td>
                <td>Who Delivered</td>
                <td>How (Delivery Mode)</td>
                <td>Where</td>
                <td>Duration</td>
                <td>Fidelity</td>
                <td>Outcomes</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B36">36</xref>
                  ]
                </td>
                <td>Mindfulness-based intervention</td>
                <td>Mindfulness practice, stress reduction, attention regulation</td>
                <td>Trained mindfulness instructors</td>
                <td>Face-to-face group sessions with in-class practice</td>
                <td>Schools (Portugal)</td>
                <td>8 weeks</td>
                <td>Standardized MBI protocol</td>
                <td>↓ Teacher stress; ↑ classroom climate and student outcomes</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B37">37</xref>
                  ]
                </td>
                <td>Cognitive-behavioural group therapy</td>
                <td>CBT techniques for burnout and emotional regulation</td>
                <td>Clinical psychologists</td>
                <td>Weeklyface-to-face group sessions</td>
                <td>Schools (USA)</td>
                <td>8 sessions</td>
                <td>Standardized CBT protocol</td>
                <td>↓ Burnout and emotional exhaustion</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B38">38</xref>
                  ]
                </td>
                <td>CBT versus yoga programme</td>
                <td>CBT skills or yoga-based stress management</td>
                <td>Psychologists and certified yoga instructors</td>
                <td>Group CBT sessions or supervised yoga classes</td>
                <td>Sweden</td>
                <td>10 weeks</td>
                <td>Standardized intervention protocols</td>
                <td>↓ Stress in both groups; CBT showed greater long-term coping benefits</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B39">39</xref>
                  ]
                </td>
                <td>Mindfulness-Based Stress Reduction (MBSR)</td>
                <td>Mindfulness training, meditation, home practice</td>
                <td>Certified MBSR instructors</td>
                <td>Weekly group sessionswith guidedhome practice</td>
                <td>Elementary schools (Netherlands)</td>
                <td>8 weeks</td>
                <td>Attendance and home practice monitored</td>
                <td>↓ Stress and burnout; ↑ emotion regulation</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B40">40</xref>
                  ]
                </td>
                <td>CBT and mindfulness interventions</td>
                <td>CBT, mindfulness, and emotion-focused skills</td>
                <td>Mixedproviders (systematic review)</td>
                <td>Group programmes and workshops</td>
                <td>Multiple settings</td>
                <td>Variable</td>
                <td>Not applicable (meta-analysis)</td>
                <td>Strong evidence for ↓ burnout, anxiety and emotional distress</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B41">41</xref>
                  ]
                </td>
                <td>Health Belief Model educational programme</td>
                <td>Neck-pain prevention, behavioural education, health promotion</td>
                <td>Health educators</td>
                <td>Lectures, behavioural training and printed materials</td>
                <td>Schools(Iran)</td>
                <td>Multiple sessions</td>
                <td>Standardized educational programme</td>
                <td>↑ Preventive behaviours; ↓ neck pain</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B42">42</xref>
                  ]
                </td>
                <td>Mindfulness-based CBT (MB-CBT)</td>
                <td>Mindfulness, CBT skills, stress management</td>
                <td>Psychologists</td>
                <td>Online sessions and group workshops</td>
                <td>Schools (Nepal)</td>
                <td>6 weeks</td>
                <td>Attendance monitored</td>
                <td>↓ Burnout, stress and depressive symptoms</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B43">43</xref>
                  ]
                </td>
                <td>Mind Sound Resonance Technique (MSRT)</td>
                <td>Guided yogic relaxation and meditation</td>
                <td>Yoga therapists</td>
                <td>Guided relaxation sessions</td>
                <td>Schools (India)</td>
                <td>1 month</td>
                <td>Standardized MSRT protocol</td>
                <td>↑ Psychological well-being, sleep quality and cognitive function</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B44">44</xref>
                  ]
                </td>
                <td>Video-based mindfulness programme</td>
                <td>Guided mindfulness meditation</td>
                <td>Video-based mindfulness instructors</td>
                <td>Self-guided online video sessions</td>
                <td>Schools (Japan)</td>
                <td>Daily sessions for2 - 4 weeks</td>
                <td>Digital adherence monitored</td>
                <td>↓ Depression, anxiety and perceived stress</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B45">45</xref>
                  ]
                </td>
                <td>Mindfulness-based emotional self-regulation programme</td>
                <td>Mindfulness and emotional regulation training</td>
                <td>MBSR facilitators</td>
                <td>Face-to-face group sessions</td>
                <td>Public schools (Brazil)</td>
                <td>Multi-week</td>
                <td>Attendance monitored</td>
                <td>↓ Psychological distress; improved inflammatory biomarkers</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B46">46</xref>
                  ]
                </td>
                <td>Participatory work-stress prevention programme</td>
                <td>Organizational stress prevention, team meetings, action planning</td>
                <td>Organizational psychologists and school teams</td>
                <td>Workshops, team meetings and action planning</td>
                <td>Primary schools</td>
                <td>Multi-stage programme</td>
                <td>Structured implementation with team participation</td>
                <td>↓ Psychosocial risks; ↑ coping and stress management</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>Note. CBT = cognitive-behavioural therapy; MBSR = Mindfulness-Based Stress Reduction; MB-CBT = mindfulness-based cognitive behavioural therapy; MSRT = Mind Sound Resonance Technique; MBI = mindfulness-based intervention. Fidelity reflects adherence or implementation procedures reported in the original studies (e.g., attendance monitoring, standardized protocols, or digital adherence). Outcomes are summarized qualitatively and are not intended for direct comparison of effect sizes.</p>
        <p><bold>Table 3.</bold> Physical/exercise-based interventions (TIDieR Format) among teachers and preschool educators.</p>
        <table-wrap id="tbl3">
          <label>Table 3</label>
          <table>
            <tbody>
              <tr>
                <td>Reference</td>
                <td>Intervention</td>
                <td>Components</td>
                <td>Who Delivered</td>
                <td>How (Delivery Mode)</td>
                <td>Where</td>
                <td>Duration</td>
                <td>Fidelity</td>
                <td>Outcomes</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B47">47</xref>
                  ]
                </td>
                <td>Posture correction programme</td>
                <td>Posture correction, strengthening exercises, ergonomic education</td>
                <td>Physiotherapists</td>
                <td>Face-to-face group sessions with supervised practice</td>
                <td>Childcare centres</td>
                <td>~10 weeks(1 - 2 sessions/week)</td>
                <td>Not reported</td>
                <td>↓ Low-back pain; ↑ posture awareness</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B48">48</xref>
                  ]
                </td>
                <td>Group-based leisure-time physical activity programme</td>
                <td>Aerobic exercise, strength training, playful activities, back-pain prevention exercises</td>
                <td>Exercise instructors and research team</td>
                <td>Face-to-face group sessions with work colleagues</td>
                <td>Secondary schools (Spain)</td>
                <td>32 sessions, twice weekly, one academic year</td>
                <td>Attendance monitored throughout the intervention</td>
                <td>↑ Work satisfaction, vigour, absorption and relatedness; ↓ burnout; no musculoskeletal outcomes measured</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B49">49</xref>
                  ]
                </td>
                <td>Back School versus Yogasana programme</td>
                <td>Physical exercise, functional training, Yogasana</td>
                <td>Yogainstructors and physiotherapists</td>
                <td>Face-to-face training sessions</td>
                <td>School setting</td>
                <td>6 weeks</td>
                <td>Not reported</td>
                <td>↓ Pain; ↑ functional capacity (greater improvement with Yogasana)</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B50">50</xref>
                  ]
                </td>
                <td>Yoga-based exercise programme</td>
                <td>Breathing exercises,warm-up, Hatha yoga, stretching, meditation and relaxation</td>
                <td>Certified yoga instructors</td>
                <td>Supervised face-to-face group sessions</td>
                <td>Public high school (Italy)</td>
                <td>8 weeks; 60 min twice weekly</td>
                <td>Mean attendance 91.4%; no injuries reported</td>
                <td>↓ Stress and musculoskeletal symptoms; ↑ flexibility andwell-being</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B27">27</xref>
                  ]
                </td>
                <td>At-jobmicro-exercise programme</td>
                <td>Workplace micro-exercises and dailyself-practice</td>
                <td>Experienced physiotherapists</td>
                <td>Face-to-face instruction with daily home/workplace practice</td>
                <td>Pre-primary schools</td>
                <td>4 weeks</td>
                <td>Daily exercise logs</td>
                <td>↓ Pain and disability (ODI); superior to ergonomic brochure</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B51">51</xref>
                  ]
                </td>
                <td>Workplace exercise programme</td>
                <td>Workplace exercises and ergonomic training</td>
                <td>Physiotherapists</td>
                <td>Face-to-face group exercise sessions</td>
                <td>Nursery schools</td>
                <td>4 months</td>
                <td>Not reported</td>
                <td>↓ Neck and low-back complaints; ↓ sickness absence</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B52">52</xref>
                  ]
                </td>
                <td>Workplace yoga programme</td>
                <td>Joint loosening, stretching, yoga postures, breathing exercises, relaxation and mindfulness meditation</td>
                <td>Certified yoga instructor</td>
                <td>Supervised face-to-face group sessions</td>
                <td>Secondary schools</td>
                <td>6 weeks; 60 min/session,4 sessions/week</td>
                <td>Attendance monitored; standardized instructor-led protocol</td>
                <td>↓ Musculoskeletal pain and disability; ↓ anxiety, depression, stress and fatigue; ↑ sleep quality and quality of life</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>Note. MSD = musculoskeletal disorders; ODI = Oswestry Disability Index. Fidelity reflects adherence or implementation procedures reported in the original studies (e.g., attendance monitoring, exercise logs, or standardized intervention protocols). Outcomes are summarized qualitatively and are not intended for direct comparison of effect sizes.</p>
        <p><bold>Table 4.</bold> Multicomponent interventions among teachers and preschool educators (TIDieR Format).</p>
        <table-wrap id="tbl4">
          <label>Table 4</label>
          <table>
            <tbody>
              <tr>
                <td>Reference</td>
                <td>Intervention</td>
                <td>Components</td>
                <td>Who Delivered</td>
                <td>How (Delivery Mode)</td>
                <td>Where</td>
                <td>Duration</td>
                <td>Fidelity</td>
                <td>Outcomes</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B53">53</xref>
                  ]
                </td>
                <td>Multicomponent ergonomics and exercise programme</td>
                <td>Ergonomic adjustments, safe lifting education, strengthening, stretching, work-organization changes</td>
                <td>Physiotherapists and ergonomics specialists</td>
                <td>Group workshops, onsite training and individual guidance</td>
                <td>Day-care centres (“Emuna”)</td>
                <td>Several weeks</td>
                <td>Onsite supervision and adherence monitoring</td>
                <td>↓ Back pain; ↑ ergonomic awareness and functional capacity</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B23">23</xref>
                  ]
                </td>
                <td>Multilevel workplace intervention</td>
                <td>Individual psychological counselling, psychosocial group sessions, participatory ergonomic redesign (EG1), postural exercises, manual handling education and vocal hygiene training (EG2)</td>
                <td>Psychotherapists, psychologists, architect, physiotherapist and speech therapist</td>
                <td>Face-to-face individual and group sessions</td>
                <td>University and preschool settings</td>
                <td>3 counselling sessions; 3 psychosocial sessions; 3 ergonomics/physiotherapy sessions; 2 speech therapy sessions</td>
                <td>Standardized multidisciplinary protocol delivered by trained professionals</td>
                <td>↓ Stress, burnout, psychological exhaustion and indolence; ↑ work enthusiasm, trust and coworker support; no improvement in work ability</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B54">54</xref>
                  ]
                </td>
                <td>Goldilocks work redesign programme</td>
                <td>Child-handling redesign, activity rotation, moderate physical activity, participatory ergonomics</td>
                <td>Trained workplace facilitators and researchers</td>
                <td>Cluster-randomized implementation, workshops and onsite work redesign</td>
                <td>Childcare institutions (Denmark)</td>
                <td>Several months</td>
                <td>Structured implementation protocol with cluster oversight</td>
                <td>↑ Physical activity balance and workerwell-being; ↓ musculoskeletal strain</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B55">55</xref>
                  ]
                </td>
                <td>Integrated workplace programme</td>
                <td>Ergonomic improvements, organizational changes, leadership training and physical activity modules</td>
                <td>Implementation specialists and trained supervisors</td>
                <td>Stepped-wedge implementation using workshops, digital tools and onsite coaching</td>
                <td>Childcare institutions (Copenhagen)</td>
                <td>Multi-month rollout</td>
                <td>Implementation checklists and embedded fidelity monitoring</td>
                <td>↑ Adoption of workplace practices and ergonomics; ↓ physical workload</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B32">32</xref>
                  ]
                </td>
                <td>Mindfulness-based intervention</td>
                <td>Mindfulness practice, yoga, group discussion, lectures, guided home practice and reflective exercises</td>
                <td>Mindfulness instructor</td>
                <td>Face-to-face group sessions with guided home practice</td>
                <td>Public school districts (Canada and USA)</td>
                <td>8 weeks; 11 sessions (36 contact hours)</td>
                <td>Attendance and home-practice journals monitored; standardized curriculum</td>
                <td>↑ Mindfulness, self-compassion and attention; ↓ occupational stress, burnout, anxiety and depression</td>
              </tr>
              <tr>
                <td>
                  [
                  <xref ref-type="bibr" rid="B56">56</xref>
                  ]
                </td>
                <td>Occupational therapy and psychosocial programme</td>
                <td>Relaxation training, cognitive reframing, coping strategies and activity-based occupational therapy</td>
                <td>Occupational therapists and psychosocial therapists</td>
                <td>Group and individual therapy sessions</td>
                <td>Schools and occupational therapy clinics</td>
                <td>Several weeks</td>
                <td>Sessionattendance and therapist logs</td>
                <td>↓ Low-back pain; ↑ coping and functional participation</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>Note. LBP = low back pain; OT = occupational therapy. Fidelity reflects adherence or implementation procedures reported in the original studies (e.g., attendance monitoring, standardized protocols, supervision, therapist logs, or implementation checklists). Outcomes are summarized qualitatively and are not intended for direct comparison of effect sizes.</p>
        <p>Ergonomic interventions primarily targeted task redesign, posture optimization, participatory ergonomics, and workplace modifications, and were generally associated with improvements in biomechanical exposures and musculoskeletal symptoms. Physical interventions focused on workplace-based exercise, strengthening, and movement programs and most commonly reported reductions in pain and disability. Psychosocial interventions, including mindfulness-based programs, cognitive-behavioral approaches, and stress-management strategies, consistently demonstrated benefits in stress reduction, burnout, and psychological well-being.</p>
        <p>Importantly, none of the included intervention studies integrated ergonomic, physical, and psychosocial components within a single, unified intervention program. Although several studies were labeled as “integrated,” closer examination revealed that these programs combined only two domains, most commonly ergonomic and physical components, or physical and organizational elements. Psychosocial interventions, when present, were delivered as standalone programs or clinical treatments rather than being embedded alongside ergonomic and physical modifications within the educational work environment.</p>
        <p>Thus, no intervention studies were identified that deliberately combined ergonomic, physical, and psychosocial strategies within a coherent, theory-informed framework designed to address the multidimensional nature of work-related musculoskeletal disorders among educators. This absence represents a critical gap in the intervention literature.</p>
        <p>Overall, the distribution of studies reveals a clear imbalance, with a predominance of single-domain and dual-domain approaches, and a notable absence of tri-domain intervention studies that target physical, ergonomic, and psychosocial risk factors simultaneously.</p>
      </sec>
      <sec id="sec3dot3">
        <title>3.3. Outcome Breadth across Intervention Domains</title>
        <p>As summarized in <bold>Table 5</bold>, single-domain interventions were predominantly associated with improvements limited to their respective target domain. Ergonomic, physical, and psychosocial interventions most commonly demonstrated benefits within a single outcome category and only occasionally extended across multiple outcome domains.</p>
        <p><bold>Table 5.</bold> Breadth of outcome improvements across intervention domains (pattern-synthesis summary).</p>
        <table-wrap id="tbl5">
          <label>Table 5</label>
          <table>
            <tbody>
              <tr>
                <td>Domain</td>
                <td>N(studies)</td>
                <td>Improved one domain only</td>
                <td>Improved ≥ 2 domains</td>
              </tr>
              <tr>
                <td>Ergonomic</td>
                <td>6</td>
                <td>2</td>
                <td>4</td>
              </tr>
              <tr>
                <td>Physical/exercise-based</td>
                <td>7</td>
                <td>5</td>
                <td>2</td>
              </tr>
              <tr>
                <td>Psychosocial</td>
                <td>11</td>
                <td>8</td>
                <td>3</td>
              </tr>
              <tr>
                <td>Multicomponent(dual-domain only*)</td>
                <td>6</td>
                <td>0</td>
                <td>6</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p><bold>Note.</bold> All multicomponent interventions combined components from two domains only. No study integrated ergonomic, physical, and psychosocial components within a single intervention program. </p>
        <p>In contrast, multicomponent interventions were consistently associated with improvements across at least two outcome domains. However, all multicomponent interventions combined components from two domains only.</p>
        <p>Importantly, no study implemented a true tri-domain intervention integrating ergonomic, physical, and psychosocial components within a single program. Consequently, no evidence was identified regarding the effectiveness of fully integrated tri-domain interventions for preventing or managing WMSDs among educators.</p>
        <p>Overall, the literature is characterized by a predominance of single-domain and dual-domain approaches, highlighting an important gap in the development and evaluation of comprehensive interventions targeting the multidimensional nature of WMSDs among educators.</p>
      </sec>
    </sec>
    <sec id="sec4">
      <title>4. Discussion</title>
      <p>This systematic review synthesized workplace-based interventions addressing work-related musculoskeletal disorders (WMSDs) among preschool and school educators across ergonomic, physical/exercise-based, psychosocial, and multicomponent domains. The findings indicate that the current intervention literature remains dominated by single-domain and dual-domain approaches. Although multicomponent interventions generally demonstrated broader outcome profiles than single-domain programs, none of the included studies integrated ergonomic, physical, and psychosocial components within a single workplace-based intervention. This represents an important gap in the occupational health literature and highlights the limited translation of the multidimensional etiology of WMSDs into comprehensive intervention design.</p>
      <p><bold>Why</bold><bold>do</bold><bold>single-</bold><bold>and</bold><bold>dual-domain</bold><bold>interventions</bold><bold>dominate?</bold></p>
      <p>The predominance of single-domain interventions likely reflects practical and organizational constraints rather than a lack of recognition of WMSD complexity. Educational workplaces are characterized by limited resources, demanding schedules, and limited opportunities for the delivery of multidisciplinary interventions. Consequently, psychosocial interventions are typically delivered as standalone mindfulness- or stress-management programs [<xref ref-type="bibr" rid="B57">57</xref>][<xref ref-type="bibr" rid="B58">58</xref>]; ergonomic interventions often focus on task redesign or posture education; physical interventions emphasize exercise and movement programs, and ergonomic interventions often focus on task redesign or posture education [<xref ref-type="bibr" rid="B54">54</xref>][<xref ref-type="bibr" rid="B55">55</xref>][<xref ref-type="bibr" rid="B59">59</xref>][<xref ref-type="bibr" rid="B60">60</xref>].</p>
      <p>In addition, intervention research in this field remains largely discipline-specific. Occupational health and human factors researchers, physical interventions by physiotherapists or exercise scientists [<xref ref-type="bibr" rid="B27">27</xref>][<xref ref-type="bibr" rid="B51">51</xref>][<xref ref-type="bibr" rid="B61">61</xref>], and psychosocial interventions by psychologists commonly lead ergonomic interventions. This disciplinary separation may contribute to intervention designs that address isolated risk pathways rather than the interacting physical, ergonomic, and psychosocial factors known to contribute to WMSDs. The greater methodological complexity associated with evaluating integrated interventions may further explain the scarcity of comprehensive workplace programs [<xref ref-type="bibr" rid="B40">40</xref>].</p>
      <p><bold>Toward</bold><bold>an</bold><bold>Integrated</bold><bold>Intervention</bold><bold>Framework</bold></p>
      <p>The findings reveal a clear mismatch between the multidimensional causes of WMSDs and the predominantly single-domain strategies used to address them. While biomechanical exposures, physical capacity, and psychosocial demands are known to interact within educational work environments, current interventions generally target only a subset of these factors. As a result, opportunities to address multiple risk pathways simultaneously may be missed.</p>
      <p>Importantly, no identified study deliberately combined ergonomic, physical, and psychosocial components within a unified intervention framework specifically designed for educators. Existing interventions either focused on a single domain or combined only two domains. This gap provided the rationale for developing the Education-Oriented Tri-Domain Intervention Model (ETDIM) [<xref ref-type="bibr" rid="B1">1</xref>][<xref ref-type="bibr" rid="B5">5</xref>][<xref ref-type="bibr" rid="B6">6</xref>].</p>
      <p><bold>The</bold><bold>Education-Oriented</bold><bold>Tri-Domain</bold><bold>Intervention</bold><bold>Model</bold><bold>(ETDIM)</bold></p>
      <p>ETDIM is proposed as a synthesis-based conceptual framework designed to align intervention strategies with the multidimensional nature of WMSDs among educators. Rather than serving as a prescriptive treatment protocol, the model provides an organizing structure that integrates three complementary domains: ergonomic modification, workplace-based physical activity, and psychosocial support.</p>
      <p>The model was derived inductively from the patterns identified in this review. Single-domain interventions were generally associated with narrower outcome profiles, whereas dual-domain approaches demonstrated broader effects but still failed to address the full range of factors associated with educator health and work participation. ETDIM therefore offers a framework for designing future interventions that address multiple interacting exposure pathways within the same workplace environment.</p>
      <p>Beyond its conceptual contribution, ETDIM has practical implications for intervention planning and evaluation. The framework encourages researchers and practitioners to assess musculoskeletal, psychosocial, and work-related outcomes concurrently and to consider intervention implementation as a coordinated system-level process rather than a collection of isolated activities. In doing so, ETDIM may support the development of more sustainable and context-sensitive occupational health strategies for educational settings.</p>
      <p><bold>Clinical</bold><bold>and</bold><bold>Organizational</bold><bold>Implications</bold></p>
      <p>From a clinical perspective, the findings support a multidimensional approach to WMSD prevention and management that extends beyond pain reduction alone. Assessment of functional capacity, work participation, psychosocial well-being, and recovery trajectories may provide a more comprehensive understanding of intervention effectiveness.</p>
      <p>From an organizational perspective, sustainable improvements are unlikely to be achieved through individual-level interventions alone. Leadership support, workload management, participatory implementation processes, and organizational commitment are likely to play important roles in determining intervention success. ETDIM therefore highlights the need to align clinical and workplace-level strategies when addressing educator musculoskeletal health [<xref ref-type="bibr" rid="B60">60</xref>][<xref ref-type="bibr" rid="B61">61</xref>].</p>
    </sec>
    <sec id="sec5">
      <title>5. Limitations</title>
      <p>Several limitations should be considered when interpreting the findings of this review. Substantial heterogeneity in study designs, intervention components, outcome measures, and follow-up periods precluded quantitative meta-analysis and limited di-rect comparisons across intervention domains. Classification of interventions was based on the programme content reported in the included studies and may therefore have been affected by incomplete or insufficiently detailed reporting. In addition, most studies assessed short- to medium-term outcomes, limiting conclusions regarding the long-term sustainability of intervention effects. Restricting inclusion to Eng-lish-language, peer-reviewed publications may also have resulted in the omission of relevant evidence.</p>
      <p>Although the intervention-classification framework was predefined and applied con-sistently, several interventions contained overlapping components, requiring a degree of judgement when assigning them to specific domains. Despite these limitations, consistent patterns were observed across the included studies, particularly the pre-dominance of single-domain and dual-domain interventions. Moreover, based on the predefined classification framework and the intervention components reported by the included studies, no workplace intervention was identified that deliberately integrated ergonomic, physical, and psychosocial components within a single programme.</p>
      <p>Future research should prioritize the development and evaluation of workplace interventions that deliberately integrate ergonomic, physical, and psychosocial components within a single intervention framework. Future studies should concurrently evaluate musculoskeletal, psychosocial, functional, and work-related outcomes while incorporating longer follow-up periods to determine sustainability. Cluster-randomized and implementation-focused study designs may be particularly valuable for evaluating both effectiveness and real-world feasibility in educational settings. Such research will be essential for evaluating the proposed ETDIM framework and determining whether integrated tri-domain interventions provide broader and more sustainable benefits than the single-domain and dual-domain approaches that currently dominate the literature.</p>
    </sec>
    <sec id="sec6">
      <title>6. Conclusion</title>
      <p>Workplace interventions targeting WMSDs among educators remain predominantly single-domain or dual-domain despite the multidimensional nature of occupational musculoskeletal risk. The proposed Education-Oriented Tri-Domain Intervention Model (ETDIM) provides a conceptual framework for developing and evaluating integrated workplace interventions that simultaneously address ergonomic, physical, and psychosocial determinants of educator health.</p>
    </sec>
    <sec id="sec7">
      <title>Acknowledgements</title>
      <p>The authors thank all investigators whose published studies contributed to this systematic review.</p>
    </sec>
    <sec id="sec8">
      <title>Funding</title>
      <p>This research received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors.</p>
    </sec>
    <sec id="sec9">
      <title>Data Availability</title>
      <p>No new datasets were generated or analysed during this study. All data supporting the findings of this systematic review are available within the article and its Supplementary Materials.</p>
    </sec>
    <sec id="sec10">
      <title>Ethics</title>
      <p>Ethical approval was not required because this study is a systematic review of previously published studies. </p>
    </sec>
    <sec id="sec11">
      <title>Supplementary File 1. Full Search Strategy</title>
      <p>This supplementary file presents the full search strategy used to identify studies examining work-related musculoskeletal disorders (WMSDs), ergonomic risk factors, and workplace-based interventions among preschool and school educators.</p>
      <p>Databases searched: PubMed/MEDLINE, Scopus, Web of Science, and ProQuest.</p>
      <p>Search date: 5 December 2025.</p>
      <p>Search period: From database inception to 5 December 2025.</p>
      <p>Language restriction: English.</p>
      <p>Publication type restriction: Peer-reviewed journal articles.</p>
      <p>Core search concepts:</p>
      <p>1) Educators and educational workers</p>
      <p>2) Work-related musculoskeletal disorders and musculoskeletal pain</p>
      <p>3) Ergonomics, occupational health, workplace risk factors, and interventions</p>
      <p>PubMed/MEDLINE</p>
      <p>((“teacher*”[Title/Abstract] OR “school teacher*”[Title/Abstract] OR “preschool teacher*”[Title/Abstract] OR “kindergarten teacher*”[Title/Abstract] OR “educator*”[Title/Abstract] OR “teaching assistant*”[Title/Abstract] OR “childcare worker*”[Title/Abstract] OR “child care worker*”[Title/Abstract] OR “nursery teacher*”[Title/Abstract] OR “early childhood educator*”[Title/Abstract] OR “early childhood teacher*”[Title/Abstract] OR “school staff”[Title/Abstract]))</p>
      <p>AND</p>
      <p>((“musculoskeletal disorder*”[Title/Abstract] OR “work-related musculoskeletal disorder*”[Title/Abstract] OR “work related musculoskeletal disorder*”[Title/Abstract] OR WMSD[Title/Abstract] OR WMSDs[Title/Abstract] OR MSD[Title/Abstract] OR MSDs[Title/Abstract] OR “musculoskeletal symptom*”[Title/Abstract] OR “musculoskeletal pain”[Title/Abstract] OR “musculoskeletal complaint*”[Title/Abstract] OR “low back pain”[Title/Abstract] OR “back pain”[Title/Abstract] OR “neck pain”[Title/Abstract] OR “shoulder pain”[Title/Abstract] OR “upper limb pain”[Title/Abstract] OR “lower limb pain”[Title/Abstract]))</p>
      <p>AND</p>
      <p>((“ergonomic*”[Title/Abstract] OR “occupational health”[Title/Abstract] OR “occupational safety”[Title/Abstract] OR “workplace”[Title/Abstract] OR “work environment”[Title/Abstract] OR “risk factor*”[Title/Abstract] OR “physical demand*”[Title/Abstract] OR “psychosocial factor*”[Title/Abstract] OR “workload”[Title/Abstract] OR “job demand*”[Title/Abstract] OR “intervention*”[Title/Abstract] OR “prevention”[Title/Abstract] OR “workplace intervention*”[Title/Abstract] OR “participatory ergonomics”[Title/Abstract] OR “exercise”[Title/Abstract] OR “physical activity”[Title/Abstract] OR “physiotherapy”[Title/Abstract] OR “stretching”[Title/Abstract] OR “strengthening”[Title/Abstract] OR “mindfulness”[Title/Abstract] OR “stress management”[Title/Abstract] OR “cognitive behavioral”[Title/Abstract]))</p>
      <p>Filters applied: English.</p>
      <p>Scopus</p>
      <p>TITLE-ABS-KEY (teacher* OR “school teacher*” OR “preschool teacher*” OR “kindergarten teacher*” OR educator* OR “teaching assistant*” OR “childcare worker*” OR “child care worker*” OR “nursery teacher*” OR “early childhood educator*” OR “early childhood teacher*” OR “school staff”)</p>
      <p>AND</p>
      <p>TITLE-ABS-KEY</p>
      <p>(“musculoskeletal disorder*” OR “work-related musculoskeletal disorder*” OR “work related musculoskeletal disorder*” OR WMSD OR WMSDs OR MSD OR MSDs OR “musculoskeletal symptom*” OR “musculoskeletal pain” OR “musculoskeletal complaint*” OR “low back pain” OR “back pain” OR “neck pain” OR “shoulder pain” OR “upper limb pain” OR “lower limb pain”)</p>
      <p>AND</p>
      <p>TITLE-ABS-KEY </p>
      <p>(ergonomic* OR “occupational health” OR “occupational safety” OR workplace OR “work environment” OR “risk factor*” OR “physical demand*” OR “psychosocial factor*” OR workload OR “job demand*” OR intervention* OR prevention OR “workplace intervention*” OR “participatory ergonomics” OR exercise OR “physical activity” OR physiotherapy OR stretching OR strengthening OR mindfulness OR “stress management” OR “cognitive behavioral”)</p>
      <p>AND (LIMIT-TO (LANGUAGE, “English”))</p>
      <p>Web of Science</p>
      <p>TS = (teacher* OR “school teacher*” OR “preschool teacher*” OR “kindergarten teacher*” OR educator* OR “teaching assistant*” OR “childcare worker*” OR “child care worker*” OR “nursery teacher*” OR “early childhood educator*” OR “early childhood teacher*” OR “school staff”)</p>
      <p>AND</p>
      <p>TS = (“musculoskeletal disorder*” OR “work-related musculoskeletal disorder*” OR “work related musculoskeletal disorder*” OR WMSD OR WMSDs OR MSD OR MSDs OR “musculoskeletal symptom*” OR “musculoskeletal pain” OR “musculoskeletal complaint*” OR “low back pain” OR “back pain” OR “neck pain” OR “shoulder pain” OR “upper limb pain” OR “lower limb pain”)</p>
      <p>AND</p>
      <p>TS = (ergonomic* OR “occupational health” OR “occupational safety” OR workplace OR “work environment” OR “risk factor*” OR “physical demand*” OR “psychosocial factor*” OR workload OR “job demand*” OR intervention* OR prevention OR “workplace intervention*” OR “participatory ergonomics” OR exercise OR “physical activity” OR physiotherapy OR stretching OR strengthening OR mindfulness OR “stress management” OR “cognitive behavioral”)</p>
      <p>Refined by: Language = English.</p>
      <p>ProQuest</p>
      <p>AB, TI(teacher* OR “school teacher*” OR “preschool teacher*” OR “kindergarten teacher*” OR educator* OR “teaching assistant*” OR “childcare worker*” OR “child care worker*” OR “nursery teacher*” OR “early childhood educator*” OR “early childhood teacher*” OR “school staff”)</p>
      <p>AND</p>
      <p>AB,TI(“musculoskeletal disorder*” OR “work-related musculoskeletal disorder*” OR “work related musculoskeletal disorder*” OR WMSD OR WMSDs OR MSD OR MSDs OR “musculoskeletal symptom*” OR “musculoskeletal pain” OR “musculoskeletal complaint*” OR “low back pain” OR “back pain” OR “neck pain” OR “shoulder pain” OR “upper limb pain” OR “lower limb pain”)</p>
      <p>AND</p>
      <p>AB,TI(ergonomic* OR “occupational health” OR “occupational safety” OR workplace OR “work environment” OR “risk factor*” OR “physical demand*” OR “psychosocial factor*” OR workload OR “job demand*” OR intervention* OR prevention OR “workplace intervention*” OR “participatory ergonomics” OR exercise OR “physical activity” OR physiotherapy OR stretching OR strengthening OR mindfulness OR “stress management” OR “cognitive behavioral”)</p>
      <p>Limits applied: English; peer-reviewed journals.</p>
      <p>Additional Search Procedures</p>
      <p>Reference lists of all included articles and relevant review papers were manually screened to identify additional eligible studies. Journal websites and citation tracking were also checked when potentially relevant studies were identified but not retrieved through database searching. Duplicate records were removed before title and abstract screening. Titles and abstracts were screened first, followed by full-text assessment according to the predefined eligibility criteria.</p>
      <p><bold>Table S1.</bold> Methodological quality assessment of included studies using joanna briggs institute (jbi) critical appraisal tools.</p>
      <table-wrap id="tbl6">
        <label>Table 6</label>
        <table>
          <tbody>
            <tr>
              <td>Ref</td>
              <td>Study design</td>
              <td>JBI tool</td>
              <td>Rating</td>
            </tr>
            <tr>
              <td>23</td>
              <td>Cluster quasi-experimental controlled study</td>
              <td>JBI Critical Appraisal Checklist for Quasi-Experimental Studies</td>
              <td>Moderate</td>
            </tr>
            <tr>
              <td>27</td>
              <td>Quasi-experimental comparative intervention study</td>
              <td>JBI Critical Appraisal Checklist for Quasi-Experimental Studies</td>
              <td>Moderate</td>
            </tr>
            <tr>
              <td>32</td>
              <td>Randomized controlled trial (waitlist-controlled)</td>
              <td>JBI Critical Appraisal Checklist for Randomized Controlled Trials</td>
              <td>High</td>
            </tr>
            <tr>
              <td>16</td>
              <td>Pre-post intervention study</td>
              <td>JBI Critical Appraisal Checklist for Quasi-Experimental Studies</td>
              <td>Moderate-High</td>
            </tr>
            <tr>
              <td>25</td>
              <td>Cluster randomized controlled trial (economic evaluation alongside trial)</td>
              <td>JBI Critical Appraisal Checklist for Randomized Controlled Trials</td>
              <td>High</td>
            </tr>
            <tr>
              <td>26</td>
              <td>Wait-list cluster randomized controlled trial</td>
              <td>JBI Critical Appraisal Checklist for Randomized Controlled Trials</td>
              <td>High</td>
            </tr>
            <tr>
              <td>30</td>
              <td>Cluster randomized pilot trial</td>
              <td>JBI Critical Appraisal Checklist for Randomized Controlled Trials</td>
              <td>Moderate-High</td>
            </tr>
            <tr>
              <td>34</td>
              <td>Educational intervention study</td>
              <td>JBI Critical Appraisal Checklist for Quasi-Experimental Studies</td>
              <td>Moderate</td>
            </tr>
            <tr>
              <td>35</td>
              <td>Stepped-wedge cluster randomized controlled trial</td>
              <td>JBI Critical Appraisal Checklist for Randomized Controlled Trials</td>
              <td>High</td>
            </tr>
            <tr>
              <td>36</td>
              <td>Quasi-experimental mindfulness intervention</td>
              <td>JBI Critical Appraisal Checklist for Quasi-Experimental Studies</td>
              <td>Moderate-High</td>
            </tr>
            <tr>
              <td>37</td>
              <td>Randomized controlled trial</td>
              <td>JBI Critical Appraisal Checklist for Randomized Controlled Trials</td>
              <td>High</td>
            </tr>
            <tr>
              <td>38</td>
              <td>Randomized controlled trial</td>
              <td>JBI Critical Appraisal Checklist for Randomized Controlled Trials</td>
              <td>High</td>
            </tr>
            <tr>
              <td>39</td>
              <td>Randomized controlled trial</td>
              <td>JBI Critical Appraisal Checklist for Randomized Controlled Trials</td>
              <td>High</td>
            </tr>
            <tr>
              <td>40</td>
              <td>Systematic review and meta-analysis</td>
              <td>JBI Critical Appraisal Checklist for Systematic Reviews and Research Syntheses</td>
              <td>High</td>
            </tr>
            <tr>
              <td>41</td>
              <td>Educational intervention study</td>
              <td>JBI Critical Appraisal Checklist for Quasi-Experimental Studies</td>
              <td>Moderate</td>
            </tr>
            <tr>
              <td>42</td>
              <td>Quasi-experimental intervention study</td>
              <td>JBI Critical Appraisal Checklist for Quasi-Experimental Studies</td>
              <td>Moderate-High</td>
            </tr>
            <tr>
              <td>43</td>
              <td>Randomized controlled trial</td>
              <td>JBI Critical Appraisal Checklist for Randomized Controlled Trials</td>
              <td>Moderate-High</td>
            </tr>
            <tr>
              <td>44</td>
              <td>Randomized controlled trial</td>
              <td>JBI Critical Appraisal Checklist for Randomized Controlled Trials</td>
              <td>High</td>
            </tr>
            <tr>
              <td>45</td>
              <td>Quasi-experimental mindfulness intervention</td>
              <td>JBI Critical Appraisal Checklist for Quasi-Experimental Studies</td>
              <td>Moderate-High</td>
            </tr>
            <tr>
              <td>46</td>
              <td>Quasi-experimental study</td>
              <td>JBI Critical Appraisal Checklist for Quasi-Experimental Studies</td>
              <td>Moderate-High</td>
            </tr>
            <tr>
              <td>47</td>
              <td>Quasi-experimental posture correction intervention</td>
              <td>JBI Critical Appraisal Checklist for Quasi-Experimental Studies</td>
              <td>Moderate</td>
            </tr>
            <tr>
              <td>48</td>
              <td>Cluster randomized controlled trial</td>
              <td>JBI Critical Appraisal Checklist for Randomized Controlled Trials</td>
              <td>Moderate</td>
            </tr>
            <tr>
              <td>49</td>
              <td>Randomized controlled trial</td>
              <td>JBI Critical Appraisal Checklist for Randomized Controlled Trials</td>
              <td>Moderate</td>
            </tr>
            <tr>
              <td>50</td>
              <td>Quasi-experimental exercise intervention</td>
              <td>JBI Critical Appraisal Checklist for Quasi-Experimental Studies</td>
              <td>Moderate</td>
            </tr>
            <tr>
              <td>51</td>
              <td>Quasi-experimental workplace exercise intervention</td>
              <td>JBI Critical Appraisal Checklist for Quasi-Experimental Studies</td>
              <td>Moderate-High</td>
            </tr>
            <tr>
              <td>52</td>
              <td>Parallel-group randomized controlled trial</td>
              <td>JBI Critical Appraisal Checklist for Randomized Controlled Trials</td>
              <td>High</td>
            </tr>
            <tr>
              <td>53</td>
              <td>Program evaluation(quasi-experimental)</td>
              <td>JBI Critical Appraisal Checklist for Quasi-Experimental Studies</td>
              <td>Moderate</td>
            </tr>
            <tr>
              <td>54</td>
              <td>Cluster randomized controlled trial</td>
              <td>JBI Critical Appraisal Checklist for Randomized Controlled Trials</td>
              <td>High</td>
            </tr>
            <tr>
              <td>55</td>
              <td>Stepped-wedge cluster randomized hybrid effectiveness-implementation trial</td>
              <td>JBI Critical Appraisal Checklist for Randomized Controlled Trials</td>
              <td>High</td>
            </tr>
            <tr>
              <td>56</td>
              <td>Quasi-experimental intervention study</td>
              <td>JBI Critical Appraisal Checklist for Quasi-Experimental Studies</td>
              <td>Moderate</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
    </sec>
    <sec id="sec12">
      <title>Supplementary File S2</title>
      <p><bold>PRISMA</bold><bold>2020</bold><bold>Checklist</bold></p>
      <p><bold>Title:</bold><italic>Do</italic><italic>Integrated</italic><italic>Interventions</italic><italic>Achieve</italic><italic>Broader</italic><italic>Outcomes</italic>? <italic>A</italic><italic>Systematic</italic><italic>Review</italic><italic>of</italic><italic>Work-Related</italic><italic>Musculoskeletal</italic><italic>Disorder</italic><italic>Interventions</italic><italic>in</italic><italic>Educators</italic><italic>and</italic><italic>the</italic><italic>ETDIM</italic><italic>Framework</italic>. </p>
      <table-wrap id="tbl7">
        <label>Table 7</label>
        <table>
          <tbody>
            <tr>
              <td>Section &amp; Topic</td>
              <td>Item</td>
              <td>Checklist item</td>
              <td>Location in manuscript</td>
            </tr>
            <tr>
              <td>TITLE</td>
              <td>1</td>
              <td>Identify the report as a systematic review.</td>
              <td>Title</td>
            </tr>
            <tr>
              <td>ABSTRACT</td>
              <td>2</td>
              <td>See PRISMA 2020 for Abstracts checklist.</td>
              <td>Abstract</td>
            </tr>
            <tr>
              <td rowspan="2">INTRODUCTION</td>
              <td>3</td>
              <td>Describe the rationale for the review.</td>
              <td>Introduction</td>
            </tr>
            <tr>
              <td>4</td>
              <td>Provide an explicit statement of the objectives/questions.</td>
              <td>Introduction(last paragraph)</td>
            </tr>
            <tr>
              <td rowspan="7">METHODS</td>
              <td>5</td>
              <td>Specify inclusion and exclusion criteria.</td>
              <td>Section 2.1 Eligibility criteria</td>
            </tr>
            <tr>
              <td>6</td>
              <td>Specify all information sources.</td>
              <td>Section 2.2 Search strategy</td>
            </tr>
            <tr>
              <td>7</td>
              <td>Present the full electronic search strategy.</td>
              <td>Supplementary File 1</td>
            </tr>
            <tr>
              <td>8</td>
              <td>Specify the selection process.</td>
              <td>Section 2.3 Study selection and data extraction</td>
            </tr>
            <tr>
              <td>9</td>
              <td>Specify the data collection process.</td>
              <td>Section 2.3 Study selection and data extraction</td>
            </tr>
            <tr>
              <td>10a</td>
              <td>List and define all outcomes sought.</td>
              <td>Section 2.5 Coding of outcome breadth</td>
            </tr>
            <tr>
              <td>10b</td>
              <td>List and define other variables collected.</td>
              <td>Section 2.3 Data extraction</td>
            </tr>
            <tr>
              <td rowspan="10">
              </td>
              <td>11</td>
              <td>Specify methods used to assess risk of bias.</td>
              <td>Section 2.6 Methodological Quality Assessment</td>
            </tr>
            <tr>
              <td>12</td>
              <td>Specify effect measures.</td>
              <td>Not applicable (narrative synthesis)</td>
            </tr>
            <tr>
              <td>13a</td>
              <td>Describe synthesis methods.</td>
              <td>Section 2.4 Data synthesis</td>
            </tr>
            <tr>
              <td>13b</td>
              <td>Methods used to prepare data.</td>
              <td>Section 2.4 Data synthesis</td>
            </tr>
            <tr>
              <td>13c</td>
              <td>Methods used to tabulate or visualize results.</td>
              <td>
                <bold>Tables 1-4</bold>
                ;
                <xref ref-type="fig" rid="fig1">Figure 1</xref>
                ;
                <xref ref-type="fig" rid="fig2">Figure 2</xref>
              </td>
            </tr>
            <tr>
              <td>13d</td>
              <td>Methods used to synthesize results.</td>
              <td>Section 2.4 Narrative synthesis</td>
            </tr>
            <tr>
              <td>13e</td>
              <td>Methods used to explore heterogeneity.</td>
              <td>Narrative synthesis</td>
            </tr>
            <tr>
              <td>13f</td>
              <td>Sensitivity analyses.</td>
              <td>Not performed</td>
            </tr>
            <tr>
              <td>14</td>
              <td>Reporting bias assessment.</td>
              <td>Not performed</td>
            </tr>
            <tr>
              <td>15</td>
              <td>Certainty assessment (GRADE).</td>
              <td>Not performed</td>
            </tr>
            <tr>
              <td rowspan="11">RESULTS</td>
              <td>16a</td>
              <td>Describe search and selection process.</td>
              <td>
                Section 3.1;
                <xref ref-type="fig" rid="fig1">Figure 1</xref>
              </td>
            </tr>
            <tr>
              <td>16b</td>
              <td>Cite studies excluded after full-text review.</td>
              <td>Section 3.1</td>
            </tr>
            <tr>
              <td>17</td>
              <td>Cite characteristics of included studies.</td>
              <td>
                <bold>Tables 1-4</bold>
              </td>
            </tr>
            <tr>
              <td>18</td>
              <td>Present risk-of-bias assessments.</td>
              <td>
                Supplementary
                <bold>Table S1</bold>
              </td>
            </tr>
            <tr>
              <td>19</td>
              <td>Present results of individual studies.</td>
              <td>
                <bold>Tables 1-4</bold>
              </td>
            </tr>
            <tr>
              <td>20a</td>
              <td>Summarize characteristics and risk of bias contributing to syntheses.</td>
              <td>Results</td>
            </tr>
            <tr>
              <td>20b</td>
              <td>Present statistical syntheses.</td>
              <td>Not applicable</td>
            </tr>
            <tr>
              <td>20c</td>
              <td>Present investigations of heterogeneity.</td>
              <td>Narrative synthesis</td>
            </tr>
            <tr>
              <td>20d</td>
              <td>Present sensitivity analyses.</td>
              <td>Not performed</td>
            </tr>
            <tr>
              <td>21</td>
              <td>Reporting biases.</td>
              <td>Not assessed</td>
            </tr>
            <tr>
              <td>22</td>
              <td>Certainty of evidence.</td>
              <td>Not assessed</td>
            </tr>
            <tr>
              <td rowspan="4">DISCUSSION</td>
              <td>23a</td>
              <td>General interpretation of findings.</td>
              <td>Discussion</td>
            </tr>
            <tr>
              <td>23b</td>
              <td>Limitations of included evidence.</td>
              <td>Limitation</td>
            </tr>
            <tr>
              <td>23c</td>
              <td>Limitations of review process.</td>
              <td>Limitation</td>
            </tr>
            <tr>
              <td>23d</td>
              <td>Implications for practice and research.</td>
              <td>Discussion; Future Research</td>
            </tr>
            <tr>
              <td rowspan="6">OTHER INFORMATION</td>
              <td>24a</td>
              <td>Registration information.</td>
              <td>
                <bold>Not</bold>
                <bold>registered</bold>
              </td>
            </tr>
            <tr>
              <td>24b</td>
              <td>Protocol access.</td>
              <td>
                <bold>No</bold>
                <bold>protocol</bold>
                <bold>published</bold>
              </td>
            </tr>
            <tr>
              <td>24c</td>
              <td>Amendments to protocol.</td>
              <td>
                <bold>Not</bold>
                <bold>applicable</bold>
              </td>
            </tr>
            <tr>
              <td>25</td>
              <td>Sources of support.</td>
              <td>Funding</td>
            </tr>
            <tr>
              <td>26</td>
              <td>Competing interests.</td>
              <td>Conflict of Interest</td>
            </tr>
            <tr>
              <td>27</td>
              <td>Availability of data/materials.</td>
              <td>Data Availability</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
    </sec>
  </body>
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