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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Child Adolesc. Psychiatry</journal-id><journal-title-group>
<journal-title>Frontiers in Child and Adolescent Psychiatry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Child Adolesc. Psychiatry</abbrev-journal-title></journal-title-group>
<issn pub-type="epub">2813-4540</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/frcha.2026.1771056</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>General Commentary</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Commentary: Framing chronic absenteeism and emotionally based school absenteeism as public health problems</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Clarke</surname><given-names>Arielle Symone</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/3319539/overview"/><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role></contrib>
<contrib contrib-type="author"><name><surname>Fitzgerald</surname><given-names>Kate Dimond</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/3319538/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Mufson</surname><given-names>Laura</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/3319541/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role></contrib>
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<aff id="aff1"><label>1</label><institution>Division of Child and Adolescent Psychiatry, Department of Psychiatry, New York State Psychiatric Institute</institution>, <city>New York</city>, <state>NY</state>, <country country="us">United States</country></aff>
<aff id="aff2"><label>2</label><institution>Division of Child and Adolescent Psychiatry, Department of Psychiatry, Columbia University</institution>, <city>New York</city>, <state>NY</state>, <country country="us">United States</country></aff>
<author-notes>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Laura Mufson <email xlink:href="mailto:laura.mufson@nyspi.columbia.edu">laura.mufson@nyspi.columbia.edu</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-27"><day>27</day><month>02</month><year>2026</year></pub-date>
<pub-date publication-format="electronic" date-type="collection"><year>2026</year></pub-date>
<volume>5</volume><elocation-id>1771056</elocation-id>
<history>
<date date-type="received"><day>18</day><month>12</month><year>2025</year></date>
<date date-type="rev-recd"><day>06</day><month>02</month><year>2026</year></date>
<date date-type="accepted"><day>10</day><month>02</month><year>2026</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2026 Clarke, Fitzgerald and Mufson.</copyright-statement>
<copyright-year>2026</copyright-year><copyright-holder>Clarke, Fitzgerald and Mufson</copyright-holder><license><ali:license_ref start_date="2026-02-27">https://creativecommons.org/licenses/by/4.0/</ali:license_ref><license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p></license>
</permissions>
<related-article id="RA1" related-article-type="commentary-article" ext-link-type="doi" xlink:href="10.3389/frcha.2025.1662093" journal-id="Front. Child Adolesc. Psychiatry" journal-id-type="nlm-ta">A Commentary on <article-title>Framing chronic absenteeism and emotionally based school absenteeism as public health problems</article-title> By Kearney CA. (2025). Front. Child Adolesc. Psychiatry. 4:1662093. doi: <object-id>10.3389/frcha.2025.1662093</object-id></related-article>
<kwd-group>
<kwd>chronic absenteeism</kwd>
<kwd>intervention</kwd>
<kwd>public health</kwd>
<kwd>racial-ethnic minority youth</kwd>
<kwd>school refusal</kwd>
</kwd-group><funding-group><funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement></funding-group><counts>
<fig-count count="0"/>
<table-count count="0"/><equation-count count="0"/><ref-count count="48"/><page-count count="4"/><word-count count="0"/></counts><custom-meta-group><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Child Mental Health and Interventions</meta-value></custom-meta></custom-meta-group>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro"><label>1</label><title>Introduction</title>
<p>The state of youth school absenteeism in the United States is troubling. Relative to a pre-pandemic absenteeism rate of 15&#x0025; in 2019, U.S. Department of Education data indicates that 28&#x0025; of students across elementary and secondary education were considered &#x201C;chronically absent&#x201D; in the 2022&#x2013;2023 academic year (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). Chronic absenteeism (CA)&#x2014;absenteeism for at least 10&#x0025; of school days&#x2014;presents elevated risks for youth social disengagement, mental illness, legal system involvement, and long-term unemployment (<xref ref-type="bibr" rid="B3">3</xref>&#x2013;<xref ref-type="bibr" rid="B7">7</xref>). As indicated in Kearney&#x0027;s recent Clinical Perspective on school attendance problems, CA has become a public health concern that will require an extensive, multisystem-level response that incorporates a full assessment of vulnerable populations and existing solutions to improve student outcomes (<xref ref-type="bibr" rid="B8">8</xref>).</p>
<p>Facing ever-widening disparities in CA post-COVID-19, racial-ethnic minority youth are among the populations most vulnerable to CA, navigating exacerbated structural inequities and intergenerational cycles of disadvantage (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). While the adverse outcomes of general CA for at-risk youth are more well-documented (<xref ref-type="bibr" rid="B11">11</xref>&#x2013;<xref ref-type="bibr" rid="B13">13</xref>), far less is known about the impact of emotionally-based absenteeism&#x2014;also categorized and henceforth referred to as school refusal (SR)&#x2014;within minoritized populations, a gap particularly pressing given pronounced post-pandemic increases in both global SR and minority youth depression, anxiety, and suicidality (<xref ref-type="bibr" rid="B14">14</xref>&#x2013;<xref ref-type="bibr" rid="B16">16</xref>). Though grouped with CA in Kearney&#x0027;s article, effectively characterizing SR as a public health problem first necessitates an empirical understanding of how anxiety-based absenteeism manifests for under-resourced communities like Black, Indigenous, and People of Color (BIPOC). This commentary foregrounds why Kearney&#x0027;s public health approach to SR must account for BIPOC experiences so impactful solutions across tiers of public health intervention can be designed and implemented in diverse communities.</p>
</sec>
<sec id="s2"><label>2</label><title>Understanding school refusal as a contributor to chronic absenteeism</title>
<p>SR is persistent school avoidance that is child-derived, anxiety-based, and typically accompanied by parental awareness and efforts to reduce child distress (e.g., parental accommodation). While at times conflated with SR both in research and policy, truancy is distinct, generally defined by education psychology scholars as unexcused absenteeism characterized by student nonengagement and delinquent behaviors, parental unawareness, and associations with externalizing disorders (e.g., conduct disorder) (<xref ref-type="bibr" rid="B17">17</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>). Although SR prevalence is obscured by definitional ambiguity and limited research, estimates range from 1&#x0025; to 2&#x0025; of all school-aged youth and 5&#x0025; to 16&#x0025; in clinic-referred samples, with prevalence spikes in early childhood and early adolescence (<xref ref-type="bibr" rid="B21">21</xref>&#x2013;<xref ref-type="bibr" rid="B23">23</xref>). Although 20&#x0025; to 30&#x0025; of these youth do not endorse psychiatric illness (<xref ref-type="bibr" rid="B22">22</xref>), SR is highly associated with internalizing mental health conditions (e.g., depression) (<xref ref-type="bibr" rid="B17">17</xref>), and may mediate well-established associations between CA and poor mental health outcomes associated with internalizing behaviors (e.g., youth suicidal ideation, reduced self-efficacy) (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>).</p>
</sec>
<sec id="s3"><label>3</label><title>To understand the trajectory of school refusal in racial- and ethnic-minority youth</title>
<p>Since studies have been largely conducted in predominantly White samples (<xref ref-type="bibr" rid="B26">26</xref>&#x2013;<xref ref-type="bibr" rid="B30">30</xref>), SR remains poorly understood in BIPOC student populations. To date, no quantitative studies in the U.S. have explored the impact of race on SR progression, severity, and treatment (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B29">29</xref>), hindering intervention tailoring for BIPOC children and adolescents. Nevertheless, a limited number of qualitative studies in Europe have examined the experiences of school-refusing ethnic minority and immigrant youth. For these youth, SR risk factors include parental pressures to succeed due to expectations of transgenerational upward mobility, the stress of navigating dual identities (i.e., identity within &#x201C;home&#x201D; and &#x201C;host&#x201D; cultural contexts), family-school communication/language barriers, and unfamiliarity with mental healthcare (<xref ref-type="bibr" rid="B31">31</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>). Teachers unaccustomed to understanding youth from minoritized cultural backgrounds are less capable of managing their emotional distress and more likely to inaccurately profile their SR as oppositionality, perceiving the parents as unconcerned with their child&#x0027;s performance (<xref ref-type="bibr" rid="B31">31</xref>). Thus, the anxiety experienced by BIPOC youth may present a less urgent alarm to school staff regarding their attendance, resulting in delayed or otherwise absent referrals to appropriate services and an over-reliance on punitive school action (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B35">35</xref>).</p>
<p>Navigating unique socio-economic barriers to school attendance, BIPOC youth experience psychosocial challenges that elevate potential for higher SR prevalence. Factors such as low socio-economic status (SES), inequitable access to general and specialized mental health services, disproportionate exposure to school disciplinary practices (i.e., suspension and/or expulsion), perceived racial-ethnic discrimination, and low-resourced school and home districts all likely contribute to SR for students of color (<xref ref-type="bibr" rid="B34">34</xref>&#x2013;<xref ref-type="bibr" rid="B37">37</xref>). Given limited usage of mental health services and the underdiagnosis of internalizing disorders in these youth (<xref ref-type="bibr" rid="B38">38</xref>), it is likely that SR in BIPOC students goes undetected until it has become chronic and severe. Thus, the lack of inquiry into unique associations between psychosocial contributors and SR in BIPOC youth must be bridged to better design SR interventions.</p>
</sec>
<sec id="s4" sec-type="discussion"><label>4</label><title>Discussion</title>
<p>As demonstrated by Kearney, designating SR as a public health problem lends towards greater coordination in finding solutions (<xref ref-type="bibr" rid="B8">8</xref>). While emerging work suggests the utility of higher-tier multidisciplinary approaches that integrate mental health and education sectors in alignment with systems-based public health models (e.g., day programs such as In2School, LINK program) (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B39">39</xref>&#x2013;<xref ref-type="bibr" rid="B43">43</xref>), no clinical SR interventions have systematically considered racial-ethnic background and resource gaps. Given limited BIPOC engagement with care, a greater reliance on systems-based frameworks holds potential for improving intervention accessibility for youth otherwise left without proper SR identification and treatment. Expanding mental health supports in non-traditional settings wherein BIPOC youth may be more receptive (e.g., school-based mental health centers in low-SES districts, youth community centers, religious sites/churches, and telehealth/digital communication strategies) can facilitate early intervention while mitigating healthcare distrust (<xref ref-type="bibr" rid="B44">44</xref>&#x2013;<xref ref-type="bibr" rid="B46">46</xref>).</p>
<p>Ecological public health frameworks analyze the influence of external (i.e., interpersonal, institutional, community, and structural) contexts on health outcomes (e.g., PRECEDE-PROCEDE model) (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B47">47</xref>). Considering SR under these models can spotlight the contribution of socio-economic obstacles to SR in BIPOC students, challenging prevailing clinical perspectives that frame SR as primarily individual (e.g., as solely motivated by student anxiety) by instead recontextualizing SR within cultural and structural factors (e.g., as motivated by anxiety reinforced by unsafe school districts or low school expectations of success) (<xref ref-type="bibr" rid="B48">48</xref>). For example, district-wide professional development trainings can be administered to improve teacher identification of SR risk factors and presentations in BIPOC youth, improving the ability to refer students to school-based clinics. Education and mental health leaders can work towards promoting climates less judgmental of BIPOC families and more focused on implementing a range of supports within schools (e.g., increase BIPOC school staff representation to improve cross-cultural home-school communication/collaboration), clinical care (e.g., incorporate caregiver and community perceptions towards education into therapeutic work), and policy domains (e.g., increase funding for mobile crisis service programs and streamlined transportation capabilities in low-resourced home/school districts).</p>
<p>Implementing culturally-tailored evidence-based programming within a comprehensive public health approach requires critical empirical inquiry by researchers into the experiences of BIPOC youth. Clinical and implementation researchers must study the utility and effectiveness of interventions for BIPOC SR, their implementation in diverse settings, and their eventual incorporation into state policy. Accordingly, targeted recruitment of minoritized children and adolescents is needed to promote a greater degree of culturally-responsive and racial trauma-informed treatment considerations (e.g., culture-specific family dynamics, discriminatory school environments, mental health stigma) among mental health providers, education professionals, and policy-makers alike, thereby improving the quality of care for these vulnerable youth.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="author-contributions"><title>Author contributions</title>
<p>AC: Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. KF: Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Supervision. LM: Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Supervision.</p>
</sec>
<sec id="s7" sec-type="COI-statement"><title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s8" sec-type="ai-statement"><title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec id="s9" sec-type="disclaimer"><title>Publisher&#x0027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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<fn-group>
<fn id="n1" fn-type="custom" custom-type="edited-by"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/306588/overview">Federico Amianto</ext-link>, University of Turin, Italy</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/380698/overview">Christopher Kearney</ext-link>, University of Nevada, United States</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3339005/overview">Thomas Swiderski</ext-link>, University of North Carolina at Chapel Hill, United States</p></fn>
</fn-group>
</back>
</article>