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<journal-id journal-id-type="publisher-id">Front. Psychol.</journal-id>
<journal-title>Frontiers in Psychology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychol.</abbrev-journal-title>
<issn pub-type="epub">1664-1078</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyg.2025.1512416</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The indirect effect of sleep quality on stress-related psychosocial outcomes in adolescents: an investigation across genders</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Koike</surname> <given-names>Camila</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Nestor</surname> <given-names>Bridget A.</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="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author">
<name><surname>Baumer</surname> <given-names>Andreas M.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Kossowsky</surname> <given-names>Joe</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="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Dart Lab, Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children&#x2019;s Hospital</institution>, <addr-line>Boston, MA</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Anesthesia, Harvard Medical School</institution>, <addr-line>Boston, MA</addr-line>, <country>United States</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Psychology, Endicott College</institution>, <addr-line>Beverly, MA</addr-line>, <country>United States</country></aff>
<aff id="aff4"><sup>4</sup><institution>Institute for Implementation Science in Health Care, University of Z&#x00FC;rich</institution>, <addr-line>Z&#x00FC;rich</addr-line>, <country>Switzerland</country></aff>
<aff id="aff5"><sup>5</sup><institution>Division of Sleep Medicine, Harvard Medical School</institution>, <addr-line>Boston, MA</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002">
<p>Edited by: Changiz Mohiyeddini, Oakland University William Beaumont School of Medicine, United States</p></fn>
<fn fn-type="edited-by" id="fn0003">
<p>Reviewed by: Valentina Baldini, University of Bologna, Italy</p>
<p>Kimmo Sorjonen, Karolinska Institutet (KI), Sweden</p></fn>
<corresp id="c001">&#x002A;Correspondence: Joe Kossowsky, <email>Joe.Kossowsky@childrens.harvard.edu</email></corresp>
<fn fn-type="equal" id="fn0001"><p><sup>&#x2020;</sup>These authors have contributed equally to this work and share first authorship</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>02</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1512416</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>10</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>01</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Koike, Nestor, Baumer and Kossowsky.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Koike, Nestor, Baumer and Kossowsky</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). 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.</p>
</license>
</permissions>
<abstract>
<sec id="sec1">
<title>Background</title>
<p>Sleep is foundational for adolescent psychosocial outcomes though often compromised by normative developmental changes and external factors.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>This cross-sectional study examined sleep quality as a mechanism linking stress and psychosocial outcomes and explored gender differences.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>Adolescents (<italic>N</italic>&#x202F;=&#x202F;236; Mean&#x202F;=&#x202F;15.66; SD&#x202F;=&#x202F;1.07, 46.19% female) completed self-report measures assessing sleep quality and psychosocial outcomes. Structural equation modeling was used to test the potential mediating effect of sleep quality on associations between stress and psychosocial outcomes. Results indicated sleep quality accounted for 82.0% of the total effect of stress on school functioning (<italic>&#x03B2;</italic> =&#x202F;&#x2212;0.45, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001) and 61.9% of the total effect of stress on pain (<italic>&#x03B2;</italic> =&#x202F;0.14, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). A larger indirect effect of sleep quality on school functioning (<italic>&#x03B2;<sub>diff</sub></italic>&#x202F;=&#x202F;&#x2212;0.27, <italic>p</italic>&#x202F;=&#x202F;0.006) emerged for boys than girls, and the effect of sleep quality on pain was significant only for girls (<italic>&#x03B2;</italic> =&#x202F;0.20, <italic>p</italic>&#x202F;=&#x202F;0.003, 65.0% of total effect).</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>Sleep quality explained a large proportion of the cross-sectional association between stress and school functioning and pain. Sleep quality represents a modifiable transdiagnostic pathway that may buffer the effects of stress in adolescence.</p>
</sec>
</abstract>
<kwd-group>
<kwd>sleep quality</kwd>
<kwd>stress</kwd>
<kwd>adolescents</kwd>
<kwd>structural equation model</kwd>
<kwd>school functioning</kwd>
<kwd>psychosocial functioning</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="58"/>
<page-count count="9"/>
<word-count count="7099"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Health Psychology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<label>1</label>
<title>Introduction</title>
<p>Adolescence, which is typically defined as the second decade of life, ages 10&#x2013;19 (<xref ref-type="bibr" rid="ref55">Singh et al., 2019</xref>), is associated with many biological, psychological, and social changes (<xref ref-type="bibr" rid="ref56">Steinberg, 2005</xref>). This developmental window is also associated with heightened sensitivity to stress (<xref ref-type="bibr" rid="ref49">Romeo, 2010</xref>), or the subjective physiological, cognitive, emotional, and/or behavioral experience of an individual when their demands exceed their coping capacities (<xref ref-type="bibr" rid="ref31">Lazarus, 1966</xref>; <xref ref-type="bibr" rid="ref11">Cohen et al., 1995</xref>). Since the COVID-19 pandemic, adolescent stress levels have increased, with nearly 70% of adolescents reporting higher levels of stress (<xref ref-type="bibr" rid="ref40">Mayne et al., 2021</xref>), with rates generally higher for female adolescents (<xref ref-type="bibr" rid="ref45">&#x00D8;ster&#x00E5;s et al., 2016</xref>). These effects have had consequences on multiple psychosocial domains, including school functioning, peer functioning, and pain (<xref ref-type="bibr" rid="ref28">Kaczynski et al., 2021</xref>). Although some stress can be beneficial for development, extensive longitudinal research indicates that high levels of stress in youth can increase risk for mental health disorders (<xref ref-type="bibr" rid="ref19">Grant et al., 2004</xref>; <xref ref-type="bibr" rid="ref33">Lindholdt et al., 2022</xref>) and be associated with numerous negative psychosocial outcomes, including challenges with school functioning, peer relationships, and pain (<xref ref-type="bibr" rid="ref45">&#x00D8;ster&#x00E5;s et al., 2016</xref>; <xref ref-type="bibr" rid="ref18">Gazelle and Rubin, 2019</xref>).</p>
<p>Adolescents also undergo normative changes in sleep, which, similar to stress, have been impacted by the pandemic. Sleep relates to many health and psychosocial domains in adolescence, such as depression (<xref ref-type="bibr" rid="ref36">Lovato and Gradisar, 2014</xref>), risk-taking (<xref ref-type="bibr" rid="ref54">Short and Weber, 2018</xref>) and even suicidal behavior (<xref ref-type="bibr" rid="ref2">Baldini et al., 2024</xref>). Adolescent sleep is also often quite variable (<xref ref-type="bibr" rid="ref15">Dong et al., 2019</xref>). Although some adolescents reported less daytime sleepiness and longer sleep duration during the pandemic (<xref ref-type="bibr" rid="ref4">Becker et al., 2021</xref>), difficulties initiating and maintaining sleep increased significantly for adolescents, and meta-analytic work points to an overall negative impact on sleep from pre- to post-pandemic onset (<xref ref-type="bibr" rid="ref12">Corr&#x00EA;a et al., 2024</xref>). These pandemic-related changes may be associated with decreases in structure and demands alongside increases in general distress, sadness, and loneliness (<xref ref-type="bibr" rid="ref4">Becker et al., 2021</xref>). Underlying many adolescent sleep difficulties are normative developmental changes including alterations to the sleep/wake homeostatic process and the circadian timing system (<xref ref-type="bibr" rid="ref8">Carskadon, 2011</xref>). Although the American Academy of Sleep Medicine recommends that adolescents sleep between 8 and 10&#x202F;h each night (<xref ref-type="bibr" rid="ref46">Paruthi et al., 2016</xref>), most youth report lower sleep duration, poor sleep satisfaction, and poor sleep quality (<xref ref-type="bibr" rid="ref15">Dong et al., 2019</xref>). Differences related to gender also suggest that females (<xref ref-type="bibr" rid="ref38">Marczyk Organek et al., 2015</xref>) and nonbinary adolescents (<xref ref-type="bibr" rid="ref21">Harry-Hernandez et al., 2020</xref>) get less sleep than male adolescents. The mechanisms by which these gender differences emerge are hypothesized to be related to pubertal timing and onset of menses (<xref ref-type="bibr" rid="ref27">Johnson et al., 2006</xref>; <xref ref-type="bibr" rid="ref29">Knutson, 2005</xref>; <xref ref-type="bibr" rid="ref25">Holm et al., 2009</xref>).</p>
<p>Sleep may mediate associations between stressful psychosocial factors in adolescence (<xref ref-type="bibr" rid="ref47">Peltz et al., 2019</xref>). Poor sleep quality is cross-sectionally associated with chronic stress, and increased levels of stress contribute to worse sleep quality (<xref ref-type="bibr" rid="ref1">Amaral et al., 2018</xref>). Sleep disturbances are also closely related to school-related difficulties as poor sleep quality can lead to increased levels of daytime sleepiness, often associated with worse school performance across genders, both cross-sectionally and longitudinally (<xref ref-type="bibr" rid="ref13">Dewald et al., 2010</xref>; <xref ref-type="bibr" rid="ref16">Fredriksen et al., 2004</xref>). Insufficient sleep is also associated with poor academic achievement and weakened emotional-behavior regulation (<xref ref-type="bibr" rid="ref52">Schmidt and Van der Linden, 2015</xref>). Likely related to sleep-related difficulties with emotional-behavioral regulation, ongoing sleep disturbance is also associated with worse interpersonal and social functioning (<xref ref-type="bibr" rid="ref41">McGlinchey et al., 2017</xref>). Further, sleep is also bidirectionally associated with pain. In adolescents with chronic pain conditions, which typically affect females more than males, poor sleep is associated with increased next-day pain, and increases in pain impact quality of sleep (<xref ref-type="bibr" rid="ref7">Bromberg et al., 2012</xref>). Less studied, however, is the interplay between sleep and pain intensity in adolescents without diagnosed chronic pain conditions. Investigating sleep as a potential mediator between stressful psychosocial factors is critical as its transdiagnostic nature (<xref ref-type="bibr" rid="ref24">Harvey et al., 2011</xref>; <xref ref-type="bibr" rid="ref48">Phillips et al., 2024</xref>) and demonstrated modifiability (<xref ref-type="bibr" rid="ref23">Harvey et al., 2018</xref>) position it as a promising mechanism of and target for adolescent psychosocial intervention.</p>
<p>The goal of the current cross-sectional study was to take a biopsychosocial approach to examining the potential mediating effects of sleep quality on associations between stress and school functioning, peer functioning, and pain in a community sample of US adolescents, following the emergency phase of the pandemic. Biologically, our proposed model includes factors relevant to physical health, such as pain. Psychobiologically, our model incorporates sleep and stress, both of which can impact psychological functioning as well as physical well-being (<xref ref-type="bibr" rid="ref44">Morales-Mu&#x00F1;oz and Gregory, 2023</xref>). Finally, our model examines peer functioning and school functioning, which are critical psychosocial elements of adolescent well-being (<xref ref-type="bibr" rid="ref5">Becker et al., 2015</xref>). We hypothesized that sleep quality would explain, to some extent, the associations between stress and decreased school functioning, decreased peer functioning, and increased pain. In addition, we investigated binary gender differences for the potential explanatory association of sleep quality with these psychosocial constructs.</p>
</sec>
<sec sec-type="materials|methods" id="sec6">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec7">
<label>2.1</label>
<title>Participants and procedures</title>
<p>Participants were recruited online through the Lookit platform (<xref ref-type="bibr" rid="ref35">Lookit, 2024</xref>), an established research platform designed for family-based studies which provided detailed information about the study (e.g., time commitment, compensation, benefits, risks, contact information). Interested participants were invited to create an account and subscribe to the Lookit website. Participants were recruited in March 2023 using a convenience sampling method. English-speaking adolescents were considered eligible for participation if they were between 14 to 18&#x202F;years of age and reported no diagnosis of any chronic pain conditions. Only youth receiving treatment for chronic pain were excluded. Adolescent participants and their parents provided informed assent and consent, respectively, online. The survey was delivered via REDCap Platform (<xref ref-type="bibr" rid="ref20">Harris et al., 2009</xref>), and data was captured and stored in REDCap, a secure, HIPAA compliant web-based application. Participants were compensated with a $10 gift card for study participation. This study was approved by the Boston Children&#x2019;s Hospital IRB. This is a preliminary analysis focusing on adolescents without chronic pain, further we aim to compare this data with our clinical sample in future work.</p>
</sec>
<sec id="sec8">
<label>2.2</label>
<title>Measures</title>
<sec id="sec9">
<label>2.2.1</label>
<title>Demographics</title>
<p>Demographic questions assessed participant&#x2019;s age, race, ethnicity, self-reported gender, grade in school, and caregiver educational attainment.</p>
</sec>
<sec id="sec10">
<label>2.2.2</label>
<title>Pain</title>
<p>To identify adolescents reporting pain, participants were asked to endorse (yes/no) whether they had experienced any type of aches or pain within the last month (i.e., &#x201C;Have you experienced any type of aches or pain within the last month (e.g., headache, stomachache, limb pain)?&#x201D;). For participants who endorsed this item, the <italic>Numerical Rating Scale</italic> (<xref ref-type="bibr" rid="ref59">Von Baeyer et al., 2009</xref>) was used to assess average pain intensity on a 0&#x2013;10 scale (i.e., &#x201C;Please indicate your average pain level on a scale of 0&#x202F;=&#x202F;no pain to 10&#x202F;=&#x202F;worst pain imaginable&#x201D;).</p>
</sec>
<sec id="sec11">
<label>2.2.3</label>
<title>School functioning</title>
<p>The <italic>SChool REfusal EvaluatioN Scale</italic> (SCREEN) for adolescents (<xref ref-type="bibr" rid="ref17">Gall&#x00E9;-Tessonneau and Gana, 2019</xref>) is a validated self-report questionnaire comprising 18 items assessing school functioning across multiple domains: Anxious Anticipation (5 items, score range from 5 to 25), Difficult Transition (4 items, score range from 4 to 20), Interpersonal Discomfort (5 item, score range from 5 to 25), and School Avoidance (4 item, score range from 4 to 20). Items were scored on a 5-point scale 1&#x202F;=&#x202F;Does not apply to me at all to 5&#x202F;=&#x202F;Applies to me completely. Sample items include: &#x201C;I&#x2019;m afraid of what others in my class think of me&#x201D; and &#x201C;I tell my parents that I do not want to go to school and I want to stay at home&#x201D;. The total SCREEN score is the sum of all items. Higher scores indicate worse school functioning. Score ranges from 18 to 90 points. Cronbach&#x2019;s alpha for the SCREEN in the current study was 0.95, indicating excellent internal reliability.</p>
</sec>
<sec id="sec12">
<label>2.2.4</label>
<title>Psychological stress</title>
<p>The <italic>Patient Reported Outcomes Measurement Information System</italic> (<italic>PROMIS</italic>) (<xref ref-type="bibr" rid="ref9">Cella et al., 2010</xref>) Pediatric Psychological Stress is a validated self-report assessment of patient outcomes across multiple health domains (<xref ref-type="bibr" rid="ref6">Bevans et al., 2018</xref>). The current study used the Short Form version of the PROMIS Psychological Stress measure, comprising 8-items (e.g., &#x201C;I feel stressed,&#x201D; and &#x201C;I feel that my problems kept piling up&#x201D;). Participants reported the frequency of stress related items in the past 7 days on a 5-point Likert scale: <italic>1&#x202F;=&#x202F;Never</italic> to <italic>5&#x202F;=&#x202F;Almost Always</italic>. Raw scores were summed and converted into standardized T-scores. The PROMIS scale has demonstrated good reliability and validity in children and adolescents. Raw scores range from 8 to 40 points, and t-scores from 37.6 to 85.4, thus higher scores indicate higher psychological stress. Cronbach&#x2019;s alpha for this measure in the current study was 0.97, suggesting excellent reliability.</p>
</sec>
<sec id="sec13">
<label>2.2.5</label>
<title>Peer relationships</title>
<p>The <italic>Patient Reported Outcomes Measurement Information System</italic> (<italic>PROMIS</italic>) (<xref ref-type="bibr" rid="ref9">Cella et al., 2010</xref>) Pediatric Peer Relationship is a validated self-report assessment (<xref ref-type="bibr" rid="ref14">Dewalt et al., 2013</xref>). This study used the Short Form version of the PROMIS Peer Relationship, which is comprised of 8 items assessing quality of peer relationships in the past 7 days on a 5-point Likert scale (<italic>1&#x202F;=&#x202F;Never to 5&#x202F;=&#x202F;Almost Always</italic>). Sample items include: &#x201C;I felt accepted by other kids my age,&#x201D; and &#x201C;I was able to count on my friends.&#x201D; Raw scores were summed and converted into standardized T-scores. Raw scores range from 8 to 40 points, and t-scores from 18.6 to 66.1, thus higher scores indicate better peer relationships. Cronbach&#x2019;s alpha for this measure in the current study was 0.90, indicating excellent reliability.</p>
</sec>
<sec id="sec14">
<label>2.2.6</label>
<title>Sleep quality</title>
<p>The <italic>Adolescent Sleep&#x2013;Wake Scale</italic> (<italic>ASWS</italic>) (<xref ref-type="bibr" rid="ref32">LeBourgeois et al., 2005</xref>) is a validated 10-item self-report questionnaire, which assesses sleep quality in the past month. Three subscales comprise the ASWS: going to bed (e.g., &#x201C;When it&#x2019;s time to go to bed, I want to stay up and do other things&#x201D;); falling asleep and reinitiating sleep (e.g., &#x201C;When it&#x2019;s time to go to sleep (lights-out), I have trouble settling down&#x201D;); and returning to wakefulness (e.g., &#x201C;In the morning, I wake up and feel ready to get up for the day&#x201D;) (<xref ref-type="bibr" rid="ref53">Shahid et al., 2011</xref>). Total scores were obtained by summing all subscales, ranging from 6 to 60 points. Participants ranked how often certain sleep statements were true for them in the past month on a 6-point Likert scale (<italic>1&#x202F;=&#x202F;Never</italic> to <italic>6&#x202F;=&#x202F;Always</italic>). Higher scores indicate higher sleep quality. The maximum score in each subscale is 5. Cronbach&#x2019;s alpha for the ASWS in the current study was 0.87, indicating good reliability.</p>
</sec>
</sec>
<sec id="sec15">
<label>2.3</label>
<title>Data analysis</title>
<p>Analyses were conducted using Python utilizing libraries such as pandas, used to conduct descriptive and correlational analyses of the following variables, including their relevant subscales: demographics, sleep quality, psychological stress, peer relationships, school functioning, and pain. For correlational analyses, we reverse coded the SCREEN so that higher scores indicate better school functioning. This was done to ease interpretation of correlations. We used R (version 4.2.2) to test for group differences to test for group differences between binary gender (male, female) using <italic>t</italic>-tests. The variables of interest compared with t-tests were age, SCREEN total score and subscales, ASWS total score and subscales, PROMIS Psychological Stress, PROMIS Peer Relationships, and pain intensity. Due to our small sample of non-binary participants, we did not include this sample in the main analyses. Little&#x2019;s test (<xref ref-type="bibr" rid="ref34">Little, 1988</xref>) was used to test whether data was missing completely at random.</p>
<p>Using the lavaan package for R (<xref ref-type="bibr" rid="ref50">Rosseel, 2012</xref>), we built a cross-sectional structural equation model (SEM) to assess the extent to which sleep quality accounted for the associations between stress and school functioning, peer relationships, and pain, while controlling for age. Similarly for these analyses, we again reverse coded the SCREEN so that higher scores indicate better school functioning. This was done to ease interpretation of parameter estimates. Confidence intervals and <italic>z</italic>-test statistics were calculated using bootstrapping, and <italic>p</italic>-values were adjusted for multiple comparisons using the Benjamini-Hochberg method (for 18 comparisons).</p>
</sec>
</sec>
<sec sec-type="results" id="sec16">
<label>3</label>
<title>Results</title>
<p>The total sample consisted of 236 adolescents (mean age&#x202F;=&#x202F;15.66&#x202F;years, SD&#x202F;=&#x202F;1.07); 94.1% (<italic>N</italic>&#x202F;=&#x202F;225) with complete data. Overall, there was only 0.38% of missing data. Results of the Little&#x2019;s tests indicated that all missing data was missing completely at random, therefore multiple imputation was conducted. See <xref ref-type="table" rid="tab1">Table 1</xref> for demographic information.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Demographic characteristics of adolescent survey respondents (<italic>N</italic> = 236).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" colspan="2">
<bold>Age</bold>
</th>
<th align="center" valign="top">
<bold>Mean (SD)</bold>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>Age in years</td>
<td align="center" valign="top">15.66 (1.07)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2"><bold>Race and Ethnicity</bold></td>
<td align="center" valign="top"><bold><italic>n</italic> (%)</bold></td>
</tr>
<tr>
<td>American Indian or Alaska Native</td>
<td align="center" valign="bottom">37 (15.68)</td>
</tr>
<tr>
<td>Asian</td>
<td align="center" valign="bottom">2 (0.85)</td>
</tr>
<tr>
<td>Black or African American</td>
<td align="center" valign="bottom">68 (28.81)</td>
</tr>
<tr>
<td>Hispanic or Latino</td>
<td align="center" valign="bottom">4 (1.69)</td>
</tr>
<tr>
<td>Native Hawaiian or Other Pacific Islander</td>
<td align="center" valign="bottom">3 (1.27)</td>
</tr>
<tr>
<td>White</td>
<td align="center" valign="bottom">124 (52.54)</td>
</tr>
<tr>
<td>Other Race/Prefer not to answer</td>
<td align="center" valign="bottom">4 (1.69)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3"><bold>Self-Reported Gender Identity</bold></td>
<td><bold><italic>n</italic> (%)</bold></td>
</tr>
<tr>
<td>Female</td>
<td align="center" valign="bottom">109 (46.19)</td>
</tr>
<tr>
<td>Male</td>
<td align="center" valign="bottom">125 (52.97)</td>
</tr>
<tr>
<td>Non-binary</td>
<td align="center" valign="bottom">2 (0.85)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3"><bold>Primary Caregiver Education Attainment (<italic>n</italic> = 242)</bold></td>
<td><bold><italic>n</italic> (%)</bold></td>
</tr>
<tr>
<td>Did not complete high school</td>
<td align="center" valign="bottom">2 (0.86)</td>
</tr>
<tr>
<td>High school diploma</td>
<td align="center" valign="bottom">3 (1.29)</td>
</tr>
<tr>
<td>Postsecondary vocational certificate</td>
<td align="center" valign="bottom">3 (1.29)</td>
</tr>
<tr>
<td>Associate degree</td>
<td align="center" valign="bottom">9 (3.86)</td>
</tr>
<tr>
<td>Bachelor's degree</td>
<td align="center" valign="bottom">50 (21.46)</td>
</tr>
<tr>
<td>Master's degree</td>
<td align="center" valign="bottom">86 (36.91)</td>
</tr>
<tr>
<td>Doctoral degree</td>
<td align="center" valign="bottom">80 (34.33)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>n&#x202F;=&#x202F;number of cases; N&#x202F;=&#x202F;total number of participants; SD&#x202F;=&#x202F;standard deviation.</p>
</table-wrap-foot>
</table-wrap>
<sec id="sec17">
<label>3.1</label>
<title>Psychosocial outcomes</title>
<p><xref ref-type="table" rid="tab2">Table 2</xref> provides means and standard deviations (SDs) for each psychosocial variable by gender identity, as well as results from <italic>t</italic>-tests for mean differences between male and female adolescents.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Psychosocial Variables by Gender Identity.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th rowspan="2"/>
<th align="center" valign="top" colspan="2">Total (<italic>N</italic> =&#x202F;236)</th>
<th align="center" valign="top" colspan="2">Female (<italic>n</italic> =&#x202F;109)</th>
<th align="center" valign="top" colspan="2">Male (<italic>n</italic> =&#x202F;125)</th>
<th align="center" valign="top" colspan="2">Non-binary (<italic>n</italic> =&#x202F;2)</th>
<th align="center" valign="top" colspan="2">Binary gender difference</th>
</tr>
<tr>
<th align="center" valign="top">Mean (SD)</th>
<th align="center" valign="top"><italic>N</italic></th>
<th align="center" valign="top">Mean (SD)</th>
<th align="center" valign="top"><italic>n</italic></th>
<th align="center" valign="top">Mean (SD)</th>
<th align="center" valign="top"><italic>n</italic></th>
<th align="center" valign="top">Mean (SD)</th>
<th align="center" valign="top"><italic>n</italic></th>
<th align="center" valign="top"><italic>t</italic></th>
<th align="center" valign="top"><italic>p</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Age</td>
<td align="center" valign="top">15.66 (1.07)</td>
<td align="center" valign="top">236</td>
<td align="center" valign="top">15.7 (1.14)</td>
<td align="center" valign="top">109</td>
<td align="center" valign="top">15.64 (1.01)</td>
<td align="center" valign="top">125</td>
<td align="center" valign="top">14.50 (0.71)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">0.43</td>
<td align="center" valign="top">0.67</td>
</tr>
<tr>
<td align="left" valign="top">School functioning total</td>
<td align="center" valign="top">46.64 (20.29)</td>
<td align="center" valign="top">236</td>
<td align="center" valign="top">43.32 (19.97)</td>
<td align="center" valign="top">109</td>
<td align="center" valign="top">49.43 (20.35)</td>
<td align="center" valign="top">125</td>
<td align="center" valign="top">53.0 (4.24)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">&#x2212;2.31</td>
<td align="center" valign="top"><bold>0.02&#x002A;</bold></td>
</tr>
<tr>
<td align="left" valign="top">Anxious anticipation</td>
<td align="center" valign="top">12.64 (6.42)</td>
<td align="center" valign="top">236</td>
<td align="center" valign="top">11.62 (6.31)</td>
<td align="center" valign="top">109</td>
<td align="center" valign="top">13.57 (6.44)</td>
<td align="center" valign="top">125</td>
<td align="center" valign="top">10.50 (4.95)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">&#x2212;2.33</td>
<td align="center" valign="top"><bold>0.02&#x002A;</bold></td>
</tr>
<tr>
<td align="left" valign="top">Difficult transition</td>
<td align="center" valign="top">10.89 (5.03)</td>
<td align="center" valign="top">236</td>
<td align="center" valign="top">10.11 (4.93)</td>
<td align="center" valign="top">109</td>
<td align="center" valign="top">11.48 (5.01)</td>
<td align="center" valign="top">125</td>
<td align="center" valign="top">16.50 (4.95)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">&#x2212;2.1</td>
<td align="center" valign="top"><bold>0.04&#x002A;</bold></td>
</tr>
<tr>
<td align="left" valign="top">Interpersonal discomfort</td>
<td align="center" valign="top">13.07 (5.04)</td>
<td align="center" valign="top">236</td>
<td align="center" valign="top">12.37 (5.25)</td>
<td align="center" valign="top">109</td>
<td align="center" valign="top">13.6 (4.78)</td>
<td align="center" valign="top">125</td>
<td align="center" valign="top">18.5 (0.71)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">&#x2212;1.88</td>
<td align="center" valign="top">0.06</td>
</tr>
<tr>
<td align="left" valign="top">School avoidance</td>
<td align="center" valign="top">10.03 (5.17)</td>
<td align="center" valign="top">236</td>
<td align="center" valign="top">9.22 (5.07)</td>
<td align="center" valign="top">109</td>
<td align="center" valign="top">10.78 (5.19)</td>
<td align="center" valign="top">125</td>
<td align="center" valign="top">7.50 (4.95)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">&#x2212;2.32</td>
<td align="center" valign="top"><bold>0.02&#x002A;</bold></td>
</tr>
<tr>
<td align="left" valign="top">Sleep quality</td>
<td align="center" valign="top">3.45 (0.79)</td>
<td align="center" valign="top">236</td>
<td align="center" valign="top">3.46 (0.74)</td>
<td align="center" valign="top">109</td>
<td align="center" valign="top">3.48 (0.8)</td>
<td align="center" valign="top">125</td>
<td align="center" valign="top">1.51 (0.31)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">&#x2212;0.2</td>
<td align="center" valign="top">0.84</td>
</tr>
<tr>
<td align="left" valign="top">Wakefulness</td>
<td align="center" valign="top">4.06 (1.11)</td>
<td align="center" valign="top">236</td>
<td align="center" valign="top">3.89 (1.35)</td>
<td align="center" valign="top">109</td>
<td align="center" valign="top">4.25 (0.75)</td>
<td align="center" valign="top">125</td>
<td align="center" valign="top">1 (00)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">&#x2212;2.56</td>
<td align="center" valign="top"><bold>0.01&#x002A;</bold></td>
</tr>
<tr>
<td align="left" valign="top">Falling asleep</td>
<td align="center" valign="top">3.19 (1.22)</td>
<td align="center" valign="top">236</td>
<td align="center" valign="top">3.32 (1.24)</td>
<td align="center" valign="top">109</td>
<td align="center" valign="top">3.09 (1.2)</td>
<td align="center" valign="top">125</td>
<td align="center" valign="top">2.20 (1.41)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">1.44</td>
<td align="center" valign="top">0.15</td>
</tr>
<tr>
<td align="left" valign="top">Going to bed</td>
<td align="center" valign="top">3.12 (0.89)</td>
<td align="center" valign="top">236</td>
<td align="center" valign="top">3.17 (0.77)</td>
<td align="center" valign="top">109</td>
<td align="center" valign="top">3.1 (0.97)</td>
<td align="center" valign="top">125</td>
<td align="center" valign="top">1.33 (0.47)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">0.61</td>
<td align="center" valign="top">0.55</td>
</tr>
<tr>
<td align="left" valign="top">Psychological stress</td>
<td align="center" valign="top">54.94 (12.08)</td>
<td align="center" valign="top">236</td>
<td align="center" valign="top">54.53 (11.65)</td>
<td align="center" valign="top">109</td>
<td align="center" valign="top">55.09 (12.43)</td>
<td align="center" valign="top">125</td>
<td align="center" valign="top">68.65 (7.99)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">&#x2212;0.35</td>
<td align="center" valign="top">0.72</td>
</tr>
<tr>
<td align="left" valign="top">Peer relationships</td>
<td align="center" valign="top">46.89 (8.94)</td>
<td align="center" valign="top">236</td>
<td align="center" valign="top">47.64 (10.56)</td>
<td align="center" valign="top">109</td>
<td align="center" valign="top">46.45 (7.04)</td>
<td align="center" valign="top">125</td>
<td align="center" valign="top">33.2 (12.44)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">1.03</td>
<td align="center" valign="top">0.31</td>
</tr>
<tr>
<td align="left" valign="top">Pain intensity</td>
<td align="center" valign="top">5.23 (2.64)</td>
<td align="center" valign="top">39</td>
<td align="center" valign="top">4.59 (2.72)</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">5.81 (2.56)</td>
<td align="center" valign="top">21</td>
<td align="center" valign="top">4 (0)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">&#x2212;1.42</td>
<td align="center" valign="top">0.16</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>n&#x202F;=&#x202F;number of cases; SD&#x202F;=&#x202F;standard deviation; N&#x202F;=&#x202F;total number of cases; Sleep was measured by Adolescent Sleep&#x2013;Wake Scale (<xref ref-type="bibr" rid="ref32">LeBourgeois et al., 2005</xref>); Stress and Peer Relationships were measured by Patient Reported Outcomes Measurement Information System (<xref ref-type="bibr" rid="ref9">Cella et al., 2010</xref>); Pediatric Psychological Stress (<xref ref-type="bibr" rid="ref6">Bevans et al., 2018</xref>) and Pediatric Peer Relationships (<xref ref-type="bibr" rid="ref14">Dewalt et al., 2013</xref>), respectively; School functioning was measured by the School Refusal Evaluation Scale (SCREEN) (<xref ref-type="bibr" rid="ref17">Gall&#x00E9;-Tessonneau and Gana, 2019</xref>); pain was measured by the Numerical Rating Scale (<xref ref-type="bibr" rid="ref59">Von Baeyer et al., 2009</xref>). Significant effects are bolded and marked by asterisk: &#x002A;<italic>p</italic>-value&#x202F;&#x003C;&#x202F;0.05.</p>
</table-wrap-foot>
</table-wrap>
<p>Significant binary gender differences were found between male and female adolescents for the Wakefulness subscale of the ASWS (<italic>t</italic>&#x202F;=&#x202F;&#x2212;2.56, <italic>p</italic>&#x202F;=&#x202F;0.01), indicating more wakefulness for females than for males. Additionally, for the SCREEN measure, differences were found in total scores (<italic>t</italic>&#x202F;=&#x202F;&#x2212;2.31, <italic>p</italic>&#x202F;=&#x202F;0.02) the Anxious Anticipation (<italic>t</italic>&#x202F;=&#x202F;&#x2212;2.33, <italic>p</italic>&#x202F;=&#x202F;0.02), Difficult Transition (<italic>t</italic>&#x202F;=&#x202F;&#x2212;2.1, <italic>p</italic>&#x202F;=&#x202F;0.04), and School Avoidance (<italic>t</italic>&#x202F;=&#x202F;&#x2212;2.32, <italic>p</italic>&#x202F;=&#x202F;0.02) subscales, indicating worse functioning for males than for females. There were no other significant binary gender differences between male and female adolescents for any other measures (<italic>p</italic>-values &#x003E;0.05). No significant binary gender differences emerged for psychological stress, peer relationships, or pain (<italic>p</italic>-values &#x003E;0.29).</p>
</sec>
<sec id="sec18">
<label>3.2</label>
<title>Correlation analysis</title>
<p>School functioning and overall sleep quality were strongly positively correlated (<italic>r</italic>&#x202F;=&#x202F;0.73, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001), indicating that better overall sleep quality was related to better school functioning. School functioning was also positively correlated with peer relationships (<italic>r</italic>&#x202F;=&#x202F;0.46, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). In addition, peer relationships were negatively correlated with age (<italic>r</italic>&#x202F;=&#x202F;&#x2212;0.19, <italic>p&#x202F;=&#x202F;0.</italic>003). Average pain intensity was negatively correlated with school functioning (<italic>r</italic>&#x202F;=&#x202F;&#x2212;0.71, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001), indicating increased pain levels were related to worse school functioning. There was a strong negative correlation between sleep quality and psychological stress, indicating worse sleep quality was associated with more psychological stress (<italic>r</italic>&#x202F;=&#x202F;&#x2212;0.62, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). Moreover, sleep quality was positively correlated with peer relationships (<italic>r</italic>&#x202F;=&#x202F;0.45, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). Psychological stress was strongly positively correlated with pain levels (<italic>r</italic>&#x202F;=&#x202F;0.51, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001) and strongly negatively correlated with total school functioning (<italic>r</italic>&#x202F;=&#x202F;&#x2212;0.50, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). Further, psychological stress was negatively correlated with age (<italic>r</italic>&#x202F;=&#x202F;&#x2212;0.15, <italic>p</italic>&#x202F;=&#x202F;0.025). Psychological stress was not correlated with peer relationships (<italic>r</italic>&#x202F;=&#x202F;&#x2212;0.06, <italic>p</italic>&#x202F;=&#x202F;0.353). <xref ref-type="fig" rid="fig1">Figure 1</xref> presents the correlation heatmap. The correlation values are available in <xref rid="SM1" ref-type="supplementary-material">Supplementary Table S1</xref>.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Correlation heatmap. Sleep was measured by Adolescent Sleep&#x2013;Wake Scale (<xref ref-type="bibr" rid="ref32">LeBourgeois et al., 2005</xref>); Stress and Peer Relationships were measured by Patient Reported Outcomes Measurement Information System (<xref ref-type="bibr" rid="ref9">Cella et al., 2010</xref>); Pediatric Psychological Stress (<xref ref-type="bibr" rid="ref6">Bevans et al., 2018</xref>) and Pediatric Peer Relationships (<xref ref-type="bibr" rid="ref14">Dewalt et al., 2013</xref>), respectively; School functioning was measured by the School Refusal Evaluation Scale (SCREEN) (<xref ref-type="bibr" rid="ref17">Gall&#x00E9;-Tessonneau and Gana, 2019</xref>); pain was measured by the Numerical Rating Scale (<xref ref-type="bibr" rid="ref59">Von Baeyer et al., 2009</xref>). To ease interpretation of correlations, we reverse coded the SCREEN so that higher scores indicated better school functioning. Thus, higher scores represent more of the measured construct (i.e., higher sleep quality, more stress, better peer relationships, better school functioning, and more pain).</p>
</caption>
<graphic xlink:href="fpsyg-16-1512416-g001.tif"/>
</fig>
</sec>
<sec id="sec19">
<label>3.3</label>
<title>Path analysis</title>
<p>As reported in our correlation results, associations of stress with sleep, pain, and school functioning were significant. However, peer relationships were not significantly associated with stress, therefore it was excluded from further path analysis (<xref ref-type="bibr" rid="ref3">Baron and Kenny, 1986</xref>). The structural equation model is displayed in <xref ref-type="fig" rid="fig2">Figure 2</xref> and results are reported in <xref ref-type="table" rid="tab3">Table 3</xref>. Stress displayed a significant negative effect on school functioning (<italic>r</italic>&#x202F;=&#x202F;&#x2212;0.55, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001) and pain (<italic>r</italic>&#x202F;=&#x202F;0.26, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). Sleep quality accounted for 82.0% of the total effect of stress on school functioning and 61.9% of the effect of stress on pain, respectively. For both outcomes, the remaining direct effect of stress was no longer significant once the indirect effect of sleep quality was accounted for (school functioning: <italic>&#x03B2;</italic> =&#x2212;0.10, <italic>p</italic>&#x202F;=&#x202F;0.15; pain: <italic>&#x03B2;</italic> = 0.10, <italic>p</italic>&#x202F;=&#x202F;0.18).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Path diagram including all gender (<italic>N</italic>&#x202F;=&#x202F;236), controlled for age. Sleep was measured by Adolescent Sleep&#x2013;Wake Scale (<xref ref-type="bibr" rid="ref32">LeBourgeois et al., 2005</xref>); Stress and Peer Relationships were measured by Patient Reported Outcomes Measurement Information System (<xref ref-type="bibr" rid="ref9">Cella et al., 2010</xref>); Pediatric Psychological Stress (<xref ref-type="bibr" rid="ref6">Bevans et al., 2018</xref>) and Pediatric Peer Relationships (<xref ref-type="bibr" rid="ref14">Dewalt et al., 2013</xref>), respectively; School functioning was measured by the School Refusal Evaluation Scale (SCREEN) (<xref ref-type="bibr" rid="ref17">Gall&#x00E9;-Tessonneau and Gana, 2019</xref>); pain was measured by the Numerical Rating Scale (<xref ref-type="bibr" rid="ref59">Von Baeyer et al., 2009</xref>). To ease interpretation of parameter estimates, we reverse coded the SCREEN in these analyses so that higher scores indicated better school functioning. In doing this, for all measures presented above, higher scores indicate more of the measured construct (e.g., higher sleep quality, more stress, better school functioning, and more pain). Displayed parameter estimates are standardized and correspond to correlation coefficients. <italic>p</italic>-values were adjusted for multiple comparisons using Benjamini-Hochberg method. c&#x2019; indicates the remaining direct effect, &#x002A;<italic>p</italic>-value&#x003C;0.05; &#x002A;&#x002A;<italic>p</italic>-value&#x003C;0.01; &#x002A;&#x002A;&#x002A; <italic>p</italic>-value&#x003C;0.001.</p>
</caption>
<graphic xlink:href="fpsyg-16-1512416-g002.tif"/>
</fig>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Effects of stress on school functioning and pain: indirect effect of sleep quality.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">Total effect [95% CI]</th>
<th align="center" valign="top">Direct effect [95% CI]</th>
<th align="center" valign="top">Indirect effect<break/>[95% CI]</th>
<th align="center" valign="top">% Accounted by sleep quality</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="5">School functioning</td>
</tr>
<tr>
<td align="left" valign="top">Whole Sample</td>
<td align="center" valign="top">&#x2212;0.55 [&#x2212;0.64, &#x2212;0.44]<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">&#x2212;0.1 [&#x2212;0.23, 0.03]</td>
<td align="center" valign="top">&#x2212;0.45 [&#x2212;0.55, &#x2212;0.36]<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">82%</td>
</tr>
<tr>
<td align="left" valign="top">Female</td>
<td align="center" valign="top">&#x2212;0.35 [&#x2212;0.52, &#x2212;0.15]<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">&#x2212;0.03 [&#x2212;0.21, 0.15]</td>
<td align="center" valign="top">&#x2212;0.32 [&#x2212;0.44, &#x2212;0.2]<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">91%</td>
</tr>
<tr>
<td align="left" valign="top">Male</td>
<td align="center" valign="top">&#x2212;0.69 [&#x2212;0.79, &#x2212;0.58]<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">&#x2212;0.1 [&#x2212;0.27, 0.07]</td>
<td align="center" valign="top">&#x2212;0.59 [&#x2212;0.75, &#x2212;0.45]<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">85%</td>
</tr>
<tr>
<td align="left" valign="top" colspan="5">Pain</td>
</tr>
<tr>
<td align="left" valign="top">Whole sample</td>
<td align="center" valign="top">0.26 [0.14, 0.39]<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">0.1 [&#x2212;0.04, 0.26]</td>
<td align="center" valign="top">0.16 [0.07, 0.26]<sup>&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">62%</td>
</tr>
<tr>
<td align="left" valign="top">Female</td>
<td align="center" valign="top">0.3 [0.12, 0.48]<sup>&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">0.11 [&#x2212;0.03, 0.25]</td>
<td align="center" valign="top">0.2 [0.08, 0.34]<sup>&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">65%</td>
</tr>
<tr>
<td align="left" valign="top">Male</td>
<td align="center" valign="top">0.23 [0.05, 0.42]<sup>&#x002A;</sup></td>
<td align="center" valign="top">0.17 [&#x2212;0.13, 0.46]</td>
<td align="center" valign="top">0.06 [&#x2212;0.1, 0.26]</td>
<td align="center" valign="top">28%</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Confidence Intervals and <italic>p</italic>-values estimated by bootstrapping. <italic>P</italic>-values are adjusted for multiple comparisons using Benjamini-Hochberg method. School functioning was measured by the School Refusal Evaluation Scale (SCREEN) (<xref ref-type="bibr" rid="ref17">Gall&#x00E9;-Tessonneau and Gana, 2019</xref>); pain was measured by the Numerical Rating Scale (<xref ref-type="bibr" rid="ref59">Von Baeyer et al., 2009</xref>). Significant effects are marked by asterisk: &#x002A;<italic>p</italic>-value&#x202F;&#x003C;&#x202F;0.05; &#x002A;&#x002A;<italic>p</italic>-value&#x202F;&#x003C;&#x202F;0.01; &#x002A;&#x002A;&#x002A;<italic>p</italic>-value&#x202F;&#x003C;&#x202F;0.00.</p>
</table-wrap-foot>
</table-wrap>
<sec id="sec20">
<label>3.3.1</label>
<title>Gender specific effects</title>
<p>In total, 109 female and 125 male identifying participants were included in the analysis of gender-specific effects. Male participants experienced a larger total effect of stress on school functioning than female participants (<italic>&#x03B2;<sub>diff</sub></italic>&#x202F;=&#x202F;&#x2212;0.34, <italic>p</italic>&#x202F;=&#x202F;0.001). Sleep quality accounted for 85.5% of the effect of stress for males and 90.7% of the effect for females.</p>
<p>There was no significant difference between male and female participants in the total effect of stress on pain (<italic>&#x03B2;</italic> = &#x2212;0.06, <italic>p</italic>&#x202F;=&#x202F;0.603). However, binary gender did moderate the mediating effect of sleep quality on pain such that the indirect effect of stress on pain was significant for female participants (<italic>&#x03B2;</italic> =&#x202F;0.20, <italic>p</italic>&#x202F;=&#x202F;0.003; 65.0% of total effect), but not for male participants (<italic>&#x03B2;</italic> = 0.07, <italic>p</italic>&#x202F;=&#x202F;0.49). The remaining direct effect of stress on pain was not significant for females (<italic>&#x03B2;</italic> = 0.11, <italic>p</italic>&#x202F;=&#x202F;0.127).</p>
</sec>
</sec>
</sec>
<sec sec-type="discussion" id="sec21">
<label>4</label>
<title>Discussion</title>
<p>The current study investigated the potential mediating effect of sleep quality on associations between stress and school functioning, peer functioning, and pain in a community sample of adolescents. Consistent with our hypothesis, sleep quality significantly accounted for the association between stress and school functioning, and to a lesser extent, between stress and pain. Sleep quality did not significantly account for the association between stress and peer functioning. We discuss these results further and suggest their potential implications for future research and clinical practice.</p>
<p>First, our results indicated that sleep quality significantly accounted for the association between stress and school functioning, explaining 82% of this association across male, female, and non-binary adolescents. Our analyses by binary gender further showed that the indirect effect of sleep quality accounted for approximately 91% of the effect of stress on school functioning for adolescent girls and 86% of the effect for adolescent boys. This finding aligns with prior research showing that insufficient sleep and sleepiness are associated with poorer academic functioning, likely related to the cognitive impact on sleep disturbance for adolescents&#x2019; learning, memory, and concentration (<xref ref-type="bibr" rid="ref13">Dewald et al., 2010</xref>).</p>
<p>Second, our findings revealed that sleep quality significantly accounted for the association between stress and pain, particularly for adolescent females. This is consistent with prior work in the adolescent pain literature highlighting the negative effects of poor sleep on pain, suggesting that associations between sleep and pain exist for youth, even in the absence of diagnosed pain conditions (<xref ref-type="bibr" rid="ref10">Clementi et al., 2020</xref>). Contrary to our hypothesis, sleep quality did not link the association between stress and peer functioning in the current sample. Although prior research has indicated negative associations between sleep and interpersonal functioning in adolescents, the current study assessed specifically adolescent social functioning in the context of peers (<xref ref-type="bibr" rid="ref51">Sarchiapone et al., 2014</xref>). The effect of sleep on interpersonal functioning could possibly be specific to relationships with family and adults, rather than peers. Many studies identifying a link between sleep and social functioning have not reported only on peer functioning, rather more general interpersonal relationships (<xref ref-type="bibr" rid="ref41">McGlinchey et al., 2017</xref>). Other studies have shown significant associations between sleep disturbances and peer-related problems in adolescence, such as loneliness and victimization or bullying (<xref ref-type="bibr" rid="ref30">Kubiszewski et al., 2014</xref>). Future research would benefit from clarifying associations between sleep and specific domains of interpersonal functioning.</p>
<p>Our analyses related to gender indicated no significant differences across models for male versus female adolescents. Due to our small sample size, however, we were unable to draw claims about sleep quality for non-binary adolescents. We therefore suggest that future work investigate sleep experiences of gender minority youth as burgeoning evidence indicates high rates of sleep difficulties in both non-binary adults and adolescents (<xref ref-type="bibr" rid="ref21">Harry-Hernandez et al., 2020</xref>). Better understanding sleep experiences of gender minority youth is critical for bolstering our understanding of adolescent sleep disparities (<xref ref-type="bibr" rid="ref38">Marczyk Organek et al., 2015</xref>).</p>
<p>Investigating adolescent sleep quality as a mechanism holds promise as a modifiable transdiagnostic pathway toward adolescent health. Indeed, studies show that interventions can improve adolescent sleep through school-based, transdiagnostic, and disorder-specific treatments (<xref ref-type="bibr" rid="ref23">Harvey et al., 2018</xref>; <xref ref-type="bibr" rid="ref22">Harvey, 2016</xref>). Better sleep is associated with positive outcomes, including decreased risk in emotional, cognitive, and social domains (<xref ref-type="bibr" rid="ref15">Dong et al., 2019</xref>). It is also associated with fewer physical symptoms and lower rates of obesity, mood, and anxiety disorders (<xref ref-type="bibr" rid="ref15">Dong et al., 2019</xref>). Moreover, sleep is associated positively with memory, language, executive function, overall cognitive development, and physical growth in youth (<xref ref-type="bibr" rid="ref58">Tham et al., 2017</xref>). Findings from the current study suggest that interventions targeted to improve sleep quality in adolescents may also have downstream effects on their school functioning and pain. Notably, as compared to training adolescents in coping skills for stress-reduction that are often difficult to implement in the moment, sleep-related intervention, such as modifying sleep hygiene behaviors, may represent a relatively accessible approach to psychosocial improvement (<xref ref-type="bibr" rid="ref57">Ten Brink et al., 2021</xref>). From a societal perspective, our findings also highlight the importance of prioritizing adolescent sleep health in policy decisions. For example, longitudinal work has shown that providing adolescents with later school start times increases their sleep duration (<xref ref-type="bibr" rid="ref42">Meltzer et al., 2021a</xref>).</p>
<p>We suggest that future research build upon the limitations of the current study. First, the current study is cross-sectional, thus limiting our ability to make claims of temporal or causal nature amongst our variables (<xref ref-type="bibr" rid="ref39">Maxwell and Cole, 2007</xref>). To that end, we suggest future studies examine longitudinally the potential mediating role of sleep quality on associations between stress and psychosocial outcomes over time. Longitudinal investigations can also better parse the often bidirectional association between poor sleep quality and later stress (<xref ref-type="bibr" rid="ref57">Ten Brink et al., 2021</xref>). Second, our sample consisted of an overwhelming majority of adolescents with binary gender identities. Larger, more gender-diverse samples will be necessary to investigate the sleep experience for non-binary adolescents. Third, our study relied on self-report measures, which are subject to reporter and recall bias (<xref ref-type="bibr" rid="ref37">Macchiarola et al., 2022</xref>). Specifically, we recommend that future work assessing the mechanistic role of sleep employ objective measures of sleep (e.g., consumer-grade wearable devices, actigraphy watches). Relatedly, we also suggest future research studies incorporate a more comprehensive assessment of the multidimensional constructs of adolescent sleep health, such as regularity, timing, and efficiency of sleep (<xref ref-type="bibr" rid="ref43">Meltzer et al., 2021b</xref>).</p>
<p>In conclusion, the current study tested the cross-sectional mechanistic role of sleep quality on associations between stress and social functioning, peer functioning, and pain in a community sample of adolescents. Our findings highlight how sleep quality may explain a significant proportion of the effect of stress on school functioning, and a smaller portion of the effect of stress on pain. No studies to the authors&#x2019; knowledge have examined these particular associations in adolescents since lockdown. Future research and clinical practice should continue to investigate sleep as a modifiable mechanism underlying adolescent psychosocial outcomes with the potential to buffer the effects of stress.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec22">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article are available upon reasonable request.</p>
</sec>
<sec sec-type="ethics-statement" id="sec23">
<title>Ethics statement</title>
<p>The studies involving humans were approved by the Institutional Review Board at Boston Children&#x2019;s Hospital. The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation in this study was provided by the participants or, in the case of minors, by their legal guardians/next of kin.</p>
</sec>
<sec sec-type="author-contributions" id="sec24">
<title>Author contributions</title>
<p>CK: Data curation, Formal analysis, Investigation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. BN: Formal analysis, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AB: Formal analysis, Investigation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. JK: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec25">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was supported by NIH grant K01DA057374.</p>
</sec>
<ack>
<p>We would like to thank Christine Greco, MD, Deirdre Logan, PhD, Sarah Nelson, PhD, Edin Randall, PhD, Catherine Stuart, PhD, Lydia Shrier, MD MPH, and Justin Chimoff, MSc. for their assistance and insights in the early stages of this project.</p>
</ack>
<sec sec-type="COI-statement" id="sec26">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="ai-statement" id="sec27">
<title>Generative AI statement</title>
<p>The author(s) declare that no Gen AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="sec28">
<title>Publisher&#x2019;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>
<sec sec-type="supplementary-material" id="sec29">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fpsyg.2025.1512416/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fpsyg.2025.1512416/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.DOCX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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