<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2024.1495826</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Public Health</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The relationship between sleep duration and physical activity level among Norwegian adolescents: a cross-sectional study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Grasaas</surname> <given-names>Erik</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2648957/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author"><name><surname>Hysing</surname> <given-names>Mari</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/91045/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author"><name><surname>Sandbakk</surname> <given-names>&#x00D8;yvind</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/75452/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Teacher Education Unit, University in Agder</institution>, <addr-line>Kristiansand</addr-line>, <country>Norway</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Psychosocial Science, University of Bergen</institution>, <addr-line>Bergen</addr-line>, <country>Norway</country></aff>
<aff id="aff3"><sup>3</sup><institution>School of Sport Science, UiT The Arctic University of Norway</institution>, <addr-line>Troms&#x00F8;</addr-line>, <country>Norway</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Gra&#x00E7;a S. Carvalho, University of Minho, Portugal</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Adela Badau, Transilvania University of Bra&#x0219;ov, Romania</p>
<p>Brian Gillis, Auburn University, United States</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Erik Grasaas, <email>erik.grasaas@uia.no</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>11</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>12</volume>
<elocation-id>1495826</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>09</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>11</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Grasaas, Hysing and Sandbakk.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Grasaas, Hysing and Sandbakk</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>Failure to adhere to sleep and physical activity recommendations among adolescents constitutes a public health problem. However, the associations between sleep duration and adolescents&#x2019; physical activity levels remain less explored. The aims of this paper were twofold: (1) to describe sleep and physical activity levels among Norwegian school-based adolescents, stratified by school level and sex and (2) to explore the association between sleep and physical activity levels.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>Data were derived from the 2022 Norwegian Ungdata Survey, totaling 63,113 adolescents from lower (aged 13 to 16&#x202F;years) and upper (aged 16 to 19&#x202F;years) secondary schools. Study variables were measured using single-item questions from the Ungdata survey and collected through an electronic questionnaire administered during school hours. Logistic regressions were performed using crude analysis and adjusted for Socioeconomic status (SES) and grade level (age).</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>In lower secondary school, 57.0% of girls and 44.7% of boys reported sleeping less than the recommended 8&#x202F;h, whereas in upper secondary school, the rate was 74.9% among girls and 74.3% among boys. Girls consistently reported more sleep problems, feeling more tired at school or during activities, and less physical activity than boys across school levels. Sleep duration was a significant predictor for all levels of weekly physical activity among girls across school levels, with the highest odds revealed in upper secondary school among those being active 5 times a week (<italic>B</italic>&#x202F;=&#x202F;1.32; 95% CI [1.24 to 1.40]). Sleep duration was a predictor for being active 5 times a week for boys across school levels (<italic>B</italic>&#x202F;=&#x202F;1.22; 95% CI [1.17 to 1.27]).</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>About half of younger adolescents and three-quarters of older adolescents do not adhere to the sleep recommendation. Lower levels of physical activity were consistently reported by girls than boys. Sleep duration consistently predicted a 20 to 30% higher likelihood of being active at least 5&#x202F;days a week across sex and school levels. These findings underscore the critical role of sleep duration relations to higher physical activity levels among Norwegian adolescents. Government and policymakers should encourage healthy sleep and PA habits by explicitly incorporating guidelines into the curriculum.</p>
</sec>
</abstract>
<kwd-group>
<kwd>adolescents</kwd>
<kwd>school-based sample</kwd>
<kwd>sleep</kwd>
<kwd>exercise</kwd>
<kwd>training</kwd>
<kwd>health education</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="7"/>
<equation-count count="0"/>
<ref-count count="65"/>
<page-count count="9"/>
<word-count count="7542"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Public Health Education and Promotion</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5"><label>1</label>
<title>Introduction</title>
<p>Sleep and physical activity (PA) is acknowledged as two pivotal factors for health, and is essential in functions such as memory, learning, immune function, neural development, strength, cardiovascular and metabolic health (<xref ref-type="bibr" rid="ref1 ref2 ref3">1&#x2013;3</xref>). Despite the long list of benefits, a large amount of the population fails to meet the recommendations of both sleep and PA.</p>
<p>Adolescents are recommended to obtain 8&#x2013;10&#x202F;h of sleep according to the US National Sleep Foundation (<xref ref-type="bibr" rid="ref4">4</xref>). Many adolescents do not meet the recommendations of sleep, with estimates ranging from 32 to 86% across countries (<xref ref-type="bibr" rid="ref5">5</xref>). In Norway, Saxvig and colleagues found that 84% did not meet the recommendation of 8-h sleep in a sample of adolescents in 1st grade of higher secondary school, aged 16&#x2013;17&#x202F;years old, in 2019 (<xref ref-type="bibr" rid="ref6">6</xref>). Another Norwegian population-based study estimated three out of four adolescents in higher secondary school, from 1<sup>st</sup> to 3<sup>rd</sup> grade, did not meet the recommendations in 2021, and that most adolescents are tired in school and having problems falling asleep at least 1&#x2013;2&#x202F;days a week (<xref ref-type="bibr" rid="ref7">7</xref>). If these estimates are representative for sleep duration and sleep problems, further investigation of younger and older adolescents is needed as the results of the major changes in adolescent life including sleep related changes in relation to the Covid-19 (<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref9">9</xref>).</p>
<p>The WHO recommends at least 60&#x202F;min of moderate-to-vigorous intensity PA per day for adolescents (<xref ref-type="bibr" rid="ref10">10</xref>). Prevalences of not meeting the PA recommendations are reported across world parts to be as high as 66 to 97% among adolescents (<xref ref-type="bibr" rid="ref11">11</xref>). Steene-Johannessen and colleagues, standardized accelerometer measures of PA across Europe and found about two-thirds of European children and adolescents, and about half of Norwegian adolescents did not adhere to PA recommendations by using objective accelerometer (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref13">13</xref>). Trends from 2017 to 2021 using self-reported data revealed higher rate of not adhering to PA recommendations, ranging from 70 to 85% among Norwegian adolescents, with girls consistently reporting less PA than boys (<xref ref-type="bibr" rid="ref14">14</xref>). A recent Norwegian research paper suggested that even higher prevalence is evident among Norwegian adolescents when specifically asking into the daily 60-min of PA requirements, with prevalences of 91% among boys and 96% among girls (<xref ref-type="bibr" rid="ref15">15</xref>). With the high prevalence and relevance for future health, the lack of adhering to sleep and PA recommendations among adolescents constitutes to a public health challenge (<xref ref-type="bibr" rid="ref16">16</xref>, <xref ref-type="bibr" rid="ref17">17</xref>).</p>
<p>The commonness of not meeting the sleep and PA recommendations in adolescence is worrying as it affects all parts of their everyday life, including their energy levels, wellbeing and daytime capacities (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref18 ref19 ref20 ref21 ref22">18&#x2013;22</xref>). Still, there is a scarcity of evidence on the associations between sleep duration and PA among Norwegian adolescents. In other populations, such as in university students a systematic review and meta-analysis revealed that moderate to vigorous PA was associated with better sleep quality, whereas PA was weakly inversely associated with sleep duration, however findings could presumably be influenced by napping behavior (<xref ref-type="bibr" rid="ref23">23</xref>). In adults, the association between sleep duration and exercise is suggested to be of a bidirectional nature (<xref ref-type="bibr" rid="ref24">24</xref>).</p>
<p>Among children and young adolescents, the systematic review and meta-analysis by Antczak and colleagues showed a significant association between vigorous PA and sleep duration (<xref ref-type="bibr" rid="ref25">25</xref>). Previous research has unveiled positive relationship between objectively assessed PA levels and sleep quality in adolescents (<xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref27">27</xref>). PA is often endorsed as a nonpharmacologic approach for improving sleep quality and duration (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref29">29</xref>). Recent findings among the US adolescent population has revealed positive correlations between sleep duration and PA levels (<xref ref-type="bibr" rid="ref30">30</xref>). Still, the research literature finds limited support across the lifespan for sex specific associations between sleep and PA (<xref ref-type="bibr" rid="ref31">31</xref>). PA is reported to be beneficial for some sleep outcomes among adolescents; however, the overall body of evidence is limited, thus warranting more research (<xref ref-type="bibr" rid="ref32">32</xref>).</p>
<p>While there are established sex differences in sleep duration, sleep quality and PA levels in Norwegian adolescents, it is not yet established if the association between sleep duration and PA levels differ across sex and school levels. Therefore, more research is needed to provide further insight in the association between sleep duration and PA levels. As research evidence points to both social gradients in sleep and PA during adolescence (<xref ref-type="bibr" rid="ref33">33</xref>, <xref ref-type="bibr" rid="ref34">34</xref>), adjusting for socioeconomic status (SES) and age is essential. The aims of this paper were two folded: (1) to describe sleep and PA levels among Norwegian school-based adolescents stratified by school level and sex and (2) to explore the association between sleep and PA.</p>
<p>We hypothesized that adolescents&#x2019; sleep duration would be a predictor for higher levels of physical activity among boys and girls in both lower and upper secondary school.</p>
</sec>
<sec sec-type="methods" id="sec6"><label>2</label>
<title>Methods</title>
<p>This current study has structured the reporting according to the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) guidelines (<xref ref-type="bibr" rid="ref35">35</xref>), please see <xref ref-type="supplementary-material" rid="SM1">Supplementary file 1</xref>.</p>
<sec id="sec7"><label>2.1</label>
<title>Data collection</title>
<p>The Ungdata survey is an annual Norwegian survey distributed in schools across the country. Different counties and municipalities are invited each year, and within a three-year period, data have usually been collected from all parts of Norway. Therefore, most annual reports from Ungdata are based upon a representative sample derived from the last 3&#x202F;years. Reports are formally conducted by Norwegian Social Research (NOVA) at Oslo Metropolitan University in collaboration with the regional center for drug rehabilitation (KoRus) and the municipal sector&#x2019;s organization (KS). Ungdata comprises both an optional module and a mandatory module. In the optional module, the municipalities are provided with a set of questions possible to incorporate to their survey. The participating Norwegian municipalities provide information to their region and corresponding schools, and the survey is conducted electronically during a school hour. The 2022 Ungdata was primarily conducted in March and April. As participation is voluntary, non-participating adolescents are provided with other schoolwork assigned by their respective teacher. Ungdata is financed from the Norwegian national budget through grants from the Norwegian Directorate of Health (<xref ref-type="bibr" rid="ref36">36</xref>).</p>
</sec>
<sec id="sec8"><label>2.2</label>
<title>Study design and participants</title>
<p>This study employed cross-sectional data from the 2022 Norwegian Ungdata Survey. The study includes Norwegian adolescents from lower (age 13 to 16&#x202F;years) and upper secondary school (age 16 to 19&#x202F;years). As Ungdata is a national survey, all Norwegian adolescents in the respective schools of the included municipalities were invited to participate. As sleep duration was part of the optional module in Ungdata (not in the mandatory module), the question was selected to be incorporated in the following Norwegian counties in lower secondary school: Rogaland, M&#x00F8;re and Romsdal, Nordland, Viken and Agder, and corresponding 40 municipalities. For upper secondary school, the question was incorporated in M&#x00F8;re and Romsdal, Viken and Agder including 28 municipalities, totaling 63,113 responders. The Norwegian Ungdata Surveys tend to have an overall high response rate, which was observed in the study variables of this paper. Please see <xref ref-type="supplementary-material" rid="SM2">Supplementary file 2</xref> for more information.</p>
</sec>
<sec id="sec9"><label>2.3</label>
<title>Variables</title>
<p>Ungdata survey entails demographic measures and a broad range of health-related questions. To assure anonymity, grade level is reported as proxy of age. Sex was assessed using three categories&#x2019; &#x201C;Boys,&#x201D; &#x201C;Girls&#x201D; and &#x201C;Other.&#x201D;</p>
<sec id="sec10"><label>2.3.1</label>
<title>Exposure</title>
<p>Sleep duration was measured using the question &#x201C;<italic>How many hours of sleep did you get last night.&#x201D;</italic> Seven response alternatives were provided, ranging from, 6&#x202F;h or less or hourly up to 12&#x202F;h or more. Sleep problems was assessed using the statement &#x201C;Had sleep problems.&#x201D; Responders could choose four categories ranging from not at all bothered to a lot bothered. Being tired in school or in leisure activities was measured using four response alternatives, &#x201C;no days,&#x201D; &#x201C;1&#x2013;2&#x202F;days,&#x201D; &#x201C;3&#x2013;4&#x202F;days&#x201D; and &#x201C;5&#x202F;days or more.&#x201D;</p>
</sec>
<sec id="sec11"><label>2.3.2</label>
<title>Outcome</title>
<p>Physical activity (PA) levels were assessed using the question, &#x201C;<italic>How often are you so physically active that you become short of breath or sweaty?</italic>.&#x201D; Respondents could choose from six response alternatives ranging from &#x201C;rare&#x201D; to different times a week, up to &#x201C;at least 5 times a week.&#x201D; To assure statistical strength and representativity in regressions, the following categories were recoded into one reference variable: inactivity, rarely and 1&#x2013;2 times a month. Single-item measures of PA have demonstrated strong reliability and concurrent validity (<xref ref-type="bibr" rid="ref37">37</xref>). The single-item measure of PA is considered a potentially useful assessment tool for evaluating changes in moderate-vigorous PA levels, especially when device-based measures or longer questionnaires are impractical (<xref ref-type="bibr" rid="ref38">38</xref>). This PA question was part of the mandatory module of the Ungdata survey, included in all participating municipalities.</p>
</sec>
<sec id="sec12"><label>2.3.3</label>
<title>Covariates</title>
<p>Relevant covariates in regression models were SES and grade level (age). Ungdata provides a validated construct for SES (<xref ref-type="bibr" rid="ref39">39</xref>), based on four categories from the Family Affluence Scale II derived from WHO by Currie and colleagues (<xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref41">41</xref>). These categories indicate factors such as the parental perception of the family economy, parental educational level and level of prosperity. The measure is presented by using four categories, ranging from 0 to 3, whereas 0 represent the lowest degree of SES and 3 the highest degree of SES.</p>
</sec>
</sec>
<sec id="sec13"><label>2.4</label>
<title>Ethical consideration</title>
<p>The Norwegian Agency for Shared Services in Education and Research (ref. 821,474), known as SIKT (<xref ref-type="bibr" rid="ref42">42</xref>), has approved questions used in Ungdata. Participation in the study was voluntary. Informed written consent was obtained from all participants. For younger adolescents, an additional passive approval from parental was given prior to the survey, as the parents received information 2&#x202F;weeks before the survey and could withdraw their adolescent for participation if preferred. The Norwegian law states that adolescents under the age of 16&#x202F;years and younger need parental consent on health issues and the passive approval is approved by SIKT for Ungdata. The Ungdata study is conducted in accordance with the Helsinki Declaration.</p>
</sec>
<sec id="sec14"><label>2.5</label>
<title>Statistical analyses</title>
<p>All statistical analyses were performed using IBM SPSS Statistics for Windows, Version 25.0 (IBMCorp., Armonk, NY, United States). Descriptive measures for continuous variables are reported as means and corresponding standard deviation (SD). Categorical variables are presented as counts and percentages. Descriptive measures were stratified by sex and school level. Multinominal logistic regressions were conducted to explore the association between the sleep duration (categorical graded independent variable) and the PA levels (dependent variable). To assure statistical strength and representative baseline for interpreting the effects of the categorical variables and thus enable a clarity of interpretation of lower PA levels compared to the weekly PA levels in the logistic regressions, a recoded reference variable for PA was considered appropriate. Regression models were presented by school level and by sex, stratified using crude analyses and adjusted for SES and grade level. <italic>p</italic>-values &#x003C;0.05 were considered statistically significant, and all tests were two-sided. Given the high response rate in the presented study variables and large sample size, imputation nor bootstrapping was performed.</p>
</sec>
</sec>
<sec sec-type="results" id="sec15"><label>3</label>
<title>Results</title>
<sec id="sec16"><label>3.1</label>
<title>Participants</title>
<p>The total sample included 63,113 adolescents from lower and upper secondary schools across five counties, with the largest representation from Viken (<xref ref-type="table" rid="tab1">Table 1</xref>). The sample was nearly equally distributed between sex. Most adolescent derived from a high SES background (60.4%).</p>
<table-wrap position="float" id="tab1"><label>Table 1</label>
<caption>
<p>Sample characteristics (<italic>n</italic>&#x202F;=&#x202F;63,113).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">N (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" colspan="2">Sex<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref></td>
</tr>
<tr>
<td align="left" valign="middle">Girls</td>
<td align="center" valign="middle">31,677 (51.5%)</td>
</tr>
<tr>
<td align="left" valign="middle">Boys</td>
<td align="center" valign="middle">29,889 (48.5%)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="2">School level</td>
</tr>
<tr>
<td align="left" valign="middle">Lower secondary school</td>
<td align="center" valign="middle">39,110 (62.0%)</td>
</tr>
<tr>
<td align="left" valign="middle">Upper secondary school</td>
<td align="center" valign="middle">24,003 (38.0%)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="2">Grade level<xref ref-type="table-fn" rid="tfn2"><sup>b</sup></xref></td>
</tr>
<tr>
<td align="left" valign="middle">8<sup>th</sup> grade</td>
<td align="center" valign="middle">13,181 (21.2%)</td>
</tr>
<tr>
<td align="left" valign="middle">9<sup>th</sup> grade</td>
<td align="center" valign="middle">12,383 (19.9%)</td>
</tr>
<tr>
<td align="left" valign="middle">10<sup>th</sup> grade</td>
<td align="center" valign="middle">12,656 (20.4%)</td>
</tr>
<tr>
<td align="left" valign="middle">1<sup>st</sup> grade</td>
<td align="center" valign="middle">9,833 (15.8%)</td>
</tr>
<tr>
<td align="left" valign="middle">2<sup>nd</sup> grade</td>
<td align="center" valign="middle">8,170 (13.1%)</td>
</tr>
<tr>
<td align="left" valign="middle">3<sup>rd</sup> grade</td>
<td align="center" valign="middle">5,946 (9.6%)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="2">County</td>
</tr>
<tr>
<td align="left" valign="middle">Agder</td>
<td align="center" valign="middle">15,240 (24.1%)</td>
</tr>
<tr>
<td align="left" valign="middle">More and Romsdal</td>
<td align="center" valign="middle">1,493 (2.4%)</td>
</tr>
<tr>
<td align="left" valign="middle">Nordland</td>
<td align="center" valign="middle">1,619 (2.6%)</td>
</tr>
<tr>
<td align="left" valign="middle">Rogaland</td>
<td align="center" valign="middle">1,652 (2.6%)</td>
</tr>
<tr>
<td align="left" valign="middle">Viken</td>
<td align="center" valign="middle">43,109 (68.3%)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="2">Socioeconomic status<xref ref-type="table-fn" rid="tfn3"><sup>c</sup></xref></td>
</tr>
<tr>
<td align="left" valign="middle">Low (0&#x2013;1)</td>
<td align="center" valign="middle">2,293 (3.6%)</td>
</tr>
<tr>
<td align="left" valign="middle">Middle (1&#x2013;2)</td>
<td align="center" valign="middle">22,617 (36.0%)</td>
</tr>
<tr>
<td align="left" valign="middle">High (2&#x2013;3)</td>
<td align="center" valign="middle">37,992 (60.4%)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1"><label>a</label>
<p>
<italic>N&#x202F;=&#x202F;61,566.</italic>
</p>
</fn>
<fn id="tfn2"><label>b</label>
<p>62,169.</p>
</fn>
<fn id="tfn3"><label>c</label>
<p>62,902.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec17"><label>3.2</label>
<title>Descriptive data of sleep and physical activity levels</title>
<p>In lower secondary school, 57.0% of girls and 44.7% of boys reported sleeping 7&#x202F;h or less (<xref ref-type="table" rid="tab2">Table 2</xref>). Girls more frequently reported being quite or a lot bothered by sleep problems compared to boys (36.3% vs. 23.1%) and feeling more tired at school or during leisure activities most days (30.2% vs. 18.0%). One out of five girls and one out of three boys reported being active at least 5&#x202F;days a week.</p>
<table-wrap position="float" id="tab2"><label>Table 2</label>
<caption>
<p>Sleep characteristics and physical activity levels for girls and boys in lower secondary school.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">Girls (N %)</th>
<th align="center" valign="top">Boys (N %)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" colspan="3">Sleep duration<xref ref-type="table-fn" rid="tfn4"><sup>a</sup></xref></td>
</tr>
<tr>
<td align="left" valign="middle">6&#x202F;h or less</td>
<td align="center" valign="middle">4,944 (25.7%)</td>
<td align="center" valign="middle">3,276 (17.4%)</td>
</tr>
<tr>
<td align="left" valign="middle">7&#x202F;h</td>
<td align="center" valign="middle">6,028 (31.3%)</td>
<td align="center" valign="middle">5,134 (27.3%)</td>
</tr>
<tr>
<td align="left" valign="middle">8&#x202F;h</td>
<td align="center" valign="middle">5,477 (28.4%)</td>
<td align="center" valign="middle">6,165 (32.8%)</td>
</tr>
<tr>
<td align="left" valign="middle">9&#x202F;h</td>
<td align="center" valign="middle">2092 (10.9%)</td>
<td align="center" valign="middle">3,153 (16.8%)</td>
</tr>
<tr>
<td align="left" valign="middle">10&#x202F;h</td>
<td align="center" valign="middle">512 (2.7%)</td>
<td align="center" valign="middle">736 (3.9%)</td>
</tr>
<tr>
<td align="left" valign="middle">11&#x202F;h</td>
<td align="center" valign="middle">115 (0.6%)</td>
<td align="center" valign="middle">170 (0.9%)</td>
</tr>
<tr>
<td align="left" valign="middle">12&#x202F;h or more</td>
<td align="center" valign="middle">87 (0.5%)</td>
<td align="center" valign="middle">160 (0.9%)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="3">Had sleep problems<xref ref-type="table-fn" rid="tfn5"><sup>b</sup></xref></td>
</tr>
<tr>
<td align="left" valign="middle">Not at all bothered</td>
<td align="center" valign="middle">5,129 (27.0%)</td>
<td align="center" valign="middle">7,371 (40.2%)</td>
</tr>
<tr>
<td align="left" valign="middle">Not much bothered</td>
<td align="center" valign="middle">6,971 (36.7%)</td>
<td align="center" valign="middle">6,729 (36.7%)</td>
</tr>
<tr>
<td align="left" valign="middle">Quite bothered</td>
<td align="center" valign="middle">4,150 (21.8%)</td>
<td align="center" valign="middle">2,849 (15.5%)</td>
</tr>
<tr>
<td align="left" valign="middle">A lot bothered</td>
<td align="center" valign="middle">2,752 (14.5%)</td>
<td align="center" valign="middle">1,398 (7.6%)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="3">Being tired in school or in leisure activities<xref ref-type="table-fn" rid="tfn6"><sup>c</sup></xref></td>
</tr>
<tr>
<td align="left" valign="middle">No days</td>
<td align="center" valign="middle">6,552 (34.5%)</td>
<td align="center" valign="middle">9,186 (49.8%)</td>
</tr>
<tr>
<td align="left" valign="middle">1&#x2013;2&#x202F;days</td>
<td align="center" valign="middle">6,679 (35.2%)</td>
<td align="center" valign="middle">5,920 (32.1%)</td>
</tr>
<tr>
<td align="left" valign="middle">3&#x2013;4&#x202F;days</td>
<td align="center" valign="middle">3,367 (17.7%)</td>
<td align="center" valign="middle">1952 (10.6%)</td>
</tr>
<tr>
<td align="left" valign="middle">5&#x202F;days or more</td>
<td align="center" valign="middle">2,379 (12.5%)</td>
<td align="center" valign="middle">1,370 (7.4%)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="3">Physical activity levels<xref ref-type="table-fn" rid="tfn7"><sup>d</sup></xref></td>
</tr>
<tr>
<td align="left" valign="middle">Never</td>
<td align="center" valign="middle">348 (1.8%)</td>
<td align="center" valign="middle">326 (1.8%)</td>
</tr>
<tr>
<td align="left" valign="middle">Rarely</td>
<td align="center" valign="middle">1,537 (8.1%)</td>
<td align="center" valign="middle">1,001 (5.4%)</td>
</tr>
<tr>
<td align="left" valign="middle">1&#x2013;2 times a month</td>
<td align="center" valign="middle">1,245 (6.5%)</td>
<td align="center" valign="middle">659 (3.6%)</td>
</tr>
<tr>
<td align="left" valign="middle">1&#x2013;2 times a week</td>
<td align="center" valign="middle">5,161 (27.1%)</td>
<td align="center" valign="middle">3,450 (18.6%)</td>
</tr>
<tr>
<td align="left" valign="middle">3&#x2013;4 times a week</td>
<td align="center" valign="middle">6,949 (36.5%)</td>
<td align="center" valign="middle">6,363 (34.3%)</td>
</tr>
<tr>
<td align="left" valign="middle">At least 5 times a week</td>
<td align="center" valign="middle">3,785 (19.9%)</td>
<td align="center" valign="middle">6,733 (36.3%)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn4"><label>a</label>
<p>
<italic>N&#x202F;=&#x202F;38,049.</italic>
</p>
</fn>
<fn id="tfn5"><label>b</label>
<p>
<italic>N&#x202F;=&#x202F;37,249.</italic>
</p>
</fn>
<fn id="tfn6"><label>c</label>
<p>
<italic>N&#x202F;=&#x202F;37,405.</italic>
</p>
</fn>
<fn id="tfn7"><label>d</label>
<p>
<italic>N&#x202F;=&#x202F;37,557.</italic>
</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>In upper secondary school, 74.9% of girls and 74.3% of boys reported sleeping 7&#x202F;h or less (<xref ref-type="table" rid="tab3">Table 3</xref>). Girls reported being quite or very bothered by sleep problems more frequently compared to boys (38.7% vs. 30.0%), feeling more tired at school or during leisure activities most days (37.5% vs. 24.8%), and being less physically active at least 5&#x202F;days a week (17.7% vs. 33.4%).</p>
<table-wrap position="float" id="tab3"><label>Table 3</label>
<caption>
<p>Sleep characteristics and physical activity levels for girls and boys in upper secondary school.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">Girls (N %)</th>
<th align="center" valign="top">Boys (N %)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" colspan="3">Sleep duration<xref ref-type="table-fn" rid="tfn8"><sup>a</sup></xref></td>
</tr>
<tr>
<td align="left" valign="middle">6&#x202F;h or less</td>
<td align="center" valign="middle">4,934 (39.7%)</td>
<td align="center" valign="middle">4,091 (36.9%)</td>
</tr>
<tr>
<td align="left" valign="middle">7&#x202F;h</td>
<td align="center" valign="middle">4,374 (35.2%)</td>
<td align="center" valign="middle">4,154 (37.4%)</td>
</tr>
<tr>
<td align="left" valign="middle">8&#x202F;h</td>
<td align="center" valign="middle">2,376 (19.1%)</td>
<td align="center" valign="middle">2,140 (19.3%)</td>
</tr>
<tr>
<td align="left" valign="middle">9&#x202F;h</td>
<td align="center" valign="middle">559 (4.5%)</td>
<td align="center" valign="middle">502 (4.5%)</td>
</tr>
<tr>
<td align="left" valign="middle">10&#x202F;h</td>
<td align="center" valign="middle">92 (0.7%)</td>
<td align="center" valign="middle">116 (1.0%)</td>
</tr>
<tr>
<td align="left" valign="middle">11&#x202F;h</td>
<td align="center" valign="middle">37 (0.3%)</td>
<td align="center" valign="middle">31 (0.3%)</td>
</tr>
<tr>
<td align="left" valign="middle">12&#x202F;h or more</td>
<td align="center" valign="middle">50 (0.4%)</td>
<td align="center" valign="middle">61 (0.5%)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="3">Had sleep problems<xref ref-type="table-fn" rid="tfn9"><sup>b</sup></xref></td>
</tr>
<tr>
<td align="left" valign="middle">Not at all bothered</td>
<td align="center" valign="middle">2,953 (24.1%)</td>
<td align="center" valign="middle">3,726 (34.5%)</td>
</tr>
<tr>
<td align="left" valign="middle">Not much bothered</td>
<td align="center" valign="middle">4,554 (37.2%)</td>
<td align="center" valign="middle">3,847 (35.6%)</td>
</tr>
<tr>
<td align="left" valign="middle">Quite bothered</td>
<td align="center" valign="middle">2,831 (23.1%)</td>
<td align="center" valign="middle">2089 (19.3%)</td>
</tr>
<tr>
<td align="left" valign="middle">A lot bothered</td>
<td align="center" valign="middle">1911 (15.6%)</td>
<td align="center" valign="middle">1,152 (10.7%)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="3">Being tired in school or in leisure activities<xref ref-type="table-fn" rid="tfn10"><sup>c</sup></xref></td>
</tr>
<tr>
<td align="left" valign="middle">No days</td>
<td align="center" valign="middle">2,855 (23.3%)</td>
<td align="center" valign="middle">4,059 (37.3%)</td>
</tr>
<tr>
<td align="left" valign="middle">1&#x2013;2&#x202F;days</td>
<td align="center" valign="middle">4,821 (39.3%)</td>
<td align="center" valign="middle">4,121 (37.9%)</td>
</tr>
<tr>
<td align="left" valign="middle">3&#x2013;4&#x202F;days</td>
<td align="center" valign="middle">2,830 (23.1%)</td>
<td align="center" valign="middle">1704 (15.7%)</td>
</tr>
<tr>
<td align="left" valign="middle">5&#x202F;days or more</td>
<td align="center" valign="middle">1761 (14.4%)</td>
<td align="center" valign="middle">988 (9.1%)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="3">Physical activity levels<xref ref-type="table-fn" rid="tfn11"><sup>d</sup></xref></td>
</tr>
<tr>
<td align="left" valign="middle">Never</td>
<td align="center" valign="middle">259 (2.1%)</td>
<td align="center" valign="middle">225 (2.1%)</td>
</tr>
<tr>
<td align="left" valign="middle">Rarely</td>
<td align="center" valign="middle">1,050 (8.5%)</td>
<td align="center" valign="middle">587 (5.4%)</td>
</tr>
<tr>
<td align="left" valign="middle">1&#x2013;2 times a month</td>
<td align="center" valign="middle">1,168 (9.5%)</td>
<td align="center" valign="middle">571 (5.2%)</td>
</tr>
<tr>
<td align="left" valign="middle">1&#x2013;2 times a week</td>
<td align="center" valign="middle">3,982 (32.4%)</td>
<td align="center" valign="middle">2,405 (22.0%)</td>
</tr>
<tr>
<td align="left" valign="middle">3&#x2013;4 times a week</td>
<td align="center" valign="middle">3,664 (29.8%)</td>
<td align="center" valign="middle">3,485 (31.9%)</td>
</tr>
<tr>
<td align="left" valign="middle">At least 5 times a week</td>
<td align="center" valign="middle">2,177 (17.7%)</td>
<td align="center" valign="middle">3,646 (33.4%)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn8"><label>a</label>
<p>
<italic>N&#x202F;=&#x202F;23,517.</italic>
</p>
</fn>
<fn id="tfn9"><label>b</label>
<p>
<italic>N&#x202F;=&#x202F;23,063.</italic>
</p>
</fn>
<fn id="tfn10"><label>c</label>
<p>
<italic>N&#x202F;=&#x202F;23,139.</italic>
</p>
</fn>
<fn id="tfn11"><label>d</label>
<p>
<italic>N&#x202F;=&#x202F;23,219.</italic>
</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec18"><label>3.3</label>
<title>Associations between sleep duration and physical activity levels</title>
<p>Crude and adjusted regressions revealed that sleep duration was a significant predictor for being physical active among girls in lower secondary school (all <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01; <xref ref-type="table" rid="tab4">Table 4</xref>). A tendency of higher odds progressed by higher PA levels was unveiled. The highest odds were revealed for being active at least 5 times a week (<italic>B</italic> =&#x202F;1.27; 95% CI [1.21 to 1.32]) and the lowest odds was revealed for being active 1&#x2013;2 times a week (<italic>B</italic>&#x202F;=&#x202F;1.07; 95% CI [1.03 to 1.11]).</p>
<table-wrap position="float" id="tab4"><label>Table 4</label>
<caption>
<p>Logistic regressions between sleep duration (independent variable) on physical activity levels (dependent variable) for girls in lower secondary school.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top" colspan="3">Crude</th>
<th align="center" valign="top" colspan="3">Adjusted</th>
</tr>
<tr>
<th/>
<th align="center" valign="top">
<italic>Exp(B)</italic>
</th>
<th align="center" valign="top">95% CI</th>
<th align="center" valign="top">
<italic>p-value</italic>
</th>
<th align="center" valign="top">
<italic>Exp(B)</italic>
</th>
<th align="center" valign="top">95% CI</th>
<th align="center" valign="top"><italic>p-</italic>value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" colspan="7">Reference category</td>
</tr>
<tr>
<td align="left" valign="middle">1&#x2013;2 times a week</td>
<td align="center" valign="middle">
<italic>1.1</italic>
</td>
<td align="center" valign="middle">1.05 to 1.14</td>
<td align="center" valign="middle">&#x003C;0.01</td>
<td align="center" valign="middle">1.07</td>
<td align="center" valign="middle">1.03 to 1.11</td>
<td align="center" valign="middle">&#x003C;0.01</td>
</tr>
<tr>
<td align="left" valign="middle">3&#x2013;4 times a week</td>
<td align="center" valign="middle">
<italic>1.18</italic>
</td>
<td align="center" valign="middle">1.14 to 1.23</td>
<td align="center" valign="middle">&#x003C;0.01</td>
<td align="center" valign="middle">1.14</td>
<td align="center" valign="middle">1.09 to 1.18</td>
<td align="center" valign="middle">&#x003C;0.01</td>
</tr>
<tr>
<td align="left" valign="middle">More than 5 times</td>
<td align="center" valign="middle">
<italic>1.31</italic>
</td>
<td align="center" valign="middle">1.26 to 1.37</td>
<td align="center" valign="middle">&#x003C;0.01</td>
<td align="center" valign="middle">1.27</td>
<td align="center" valign="middle">1.21 to 1.32</td>
<td align="center" valign="middle">&#x003C;0.01</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;Adjusted for socioeconomic status and grade level (age).</p>
</table-wrap-foot>
</table-wrap>
<p>Regressions revealed that sleep duration was a significant predictor of being physically active 3&#x2013;4 times a week (<italic>B</italic>&#x202F;=&#x202F;1.06; 95% CI [1.01 to 1.11]) and at least 5 times a week (<italic>B</italic>&#x202F;=&#x202F;1.22; 95% CI [1.17 to 1.27]) among boys in lower secondary school after adjusting for SES and grade level (<xref ref-type="table" rid="tab5">Table 5</xref>). Being active 1&#x2013;2 times a week revealed nonsignificant findings (<italic>B</italic>&#x202F;=&#x202F;0.99; 95% CI [0.94 to 1.03]).</p>
<table-wrap position="float" id="tab5"><label>Table 5</label>
<caption>
<p>Logistic regressions between sleep duration (independent variable) and physical activity levels (dependent variable) for boys in lower secondary school depicted by models 1&#x2013;3.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top" colspan="3">Crude</th>
<th align="center" valign="top" colspan="3">Adjusted</th>
</tr>
<tr>
<th/>
<th align="center" valign="top">
<italic>Exp(B)</italic>
</th>
<th align="center" valign="top">95% CI</th>
<th align="center" valign="top">
<italic>P-value</italic>
</th>
<th align="center" valign="top">
<italic>Exp(B)</italic>
</th>
<th align="center" valign="top">95% CI</th>
<th align="center" valign="top"><italic>p-</italic>value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" colspan="7">Reference category</td>
</tr>
<tr>
<td align="left" valign="middle">1&#x2013;2 times a week</td>
<td align="center" valign="middle">
<italic>0.99</italic>
</td>
<td align="center" valign="middle">0.94 to 1.04</td>
<td align="center" valign="middle">0.56</td>
<td align="center" valign="middle">0.99</td>
<td align="center" valign="middle">0.94 to 1.03</td>
<td align="center" valign="middle">0.54</td>
</tr>
<tr>
<td align="left" valign="middle">3&#x2013;4 times a week</td>
<td align="center" valign="middle">
<italic>1.06</italic>
</td>
<td align="center" valign="middle">1.02 to 1.11</td>
<td align="center" valign="middle">&#x003C;0.01</td>
<td align="center" valign="middle">1.06</td>
<td align="center" valign="middle">1.01 to 1.11</td>
<td align="center" valign="middle">0.01</td>
</tr>
<tr>
<td align="left" valign="middle">More than 5 times</td>
<td align="center" valign="middle">
<italic>1.2</italic>
</td>
<td align="center" valign="middle">1.15 to 1.25</td>
<td align="center" valign="middle">&#x003C;0.01</td>
<td align="center" valign="middle">1.22</td>
<td align="center" valign="middle">1.17 to 1.27</td>
<td align="center" valign="middle">&#x003C;0.01</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;Adjusted for socioeconomic status and grade level (age).</p>
</table-wrap-foot>
</table-wrap>
<p>In upper secondary school, both crude and adjusted regressions revealed that sleep duration was a significant predictor of being physically active among girls (all <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01; <xref ref-type="table" rid="tab6">Table 6</xref>). The same trend of higher odds with increased PA levels was observed. After adjusting for SES and grade level (age), the strongest association was found for being active at least 5 times a week (<italic>B</italic>&#x202F;=&#x202F;1.32; 95% CI [1.24 to 1.40]).</p>
<table-wrap position="float" id="tab6"><label>Table 6</label>
<caption>
<p>Logistic regressions between sleep duration (independent variable) on physical activity levels (dependent variable) for girls in upper secondary school depicted by models 1&#x2013;3.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top" colspan="3">Crude</th>
<th align="center" valign="top" colspan="3">Adjusted</th>
</tr>
<tr>
<th/>
<th align="center" valign="top">
<italic>Exp(B)</italic>
</th>
<th align="center" valign="top">95% CI</th>
<th align="center" valign="top">
<italic>p-value</italic>
</th>
<th align="center" valign="top">
<italic>Exp(B)</italic>
</th>
<th align="center" valign="top">95% CI</th>
<th align="center" valign="top"><italic>p-</italic>value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" colspan="7">Reference category</td>
</tr>
<tr>
<td align="left" valign="middle">1&#x2013;2 times a week</td>
<td align="center" valign="middle">
<italic>1.09</italic>
</td>
<td align="center" valign="middle">1.03 to 1.15</td>
<td align="center" valign="middle">&#x003C;0.01</td>
<td align="center" valign="middle">1.07</td>
<td align="center" valign="middle">1.01 to 1.13</td>
<td align="center" valign="middle">0.02</td>
</tr>
<tr>
<td align="left" valign="middle">3&#x2013;4 times a week</td>
<td align="center" valign="middle">
<italic>1.19</italic>
</td>
<td align="center" valign="middle">1.13 to 1.26</td>
<td align="center" valign="middle">&#x003C;0.01</td>
<td align="center" valign="middle">1.16</td>
<td align="center" valign="middle">1.10 to 1.22</td>
<td align="center" valign="middle">&#x003C;0.01</td>
</tr>
<tr>
<td align="left" valign="middle">More than 5 times</td>
<td align="center" valign="middle">
<italic>1.36</italic>
</td>
<td align="center" valign="middle">1.29 to 1.45</td>
<td align="center" valign="middle">&#x003C;0.01</td>
<td align="center" valign="middle">1.32</td>
<td align="center" valign="middle">1.24 to 1.40</td>
<td align="center" valign="middle">&#x003C;0.01</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;Adjusted for socioeconomic status and grade level (age).</p>
</table-wrap-foot>
</table-wrap>
<p>In upper secondary schools, crude and adjusted regressions revealed that sleep duration was a significant predictor of being physically active more than 5 times a week (<italic>B</italic>&#x202F;=&#x202F;1.22; 95% CI [1.15 to 1.30]) after adjusting for covariates (<xref ref-type="table" rid="tab7">Table 7</xref>). However, being active 1&#x2013;2 times a week (<italic>B</italic>&#x202F;=&#x202F;0.95; 95% CI [0.89 to 1.02]) and 3&#x2013;4 times a week (<italic>B</italic>&#x202F;=&#x202F;1.01; 95% CI [0.95 to 1.08]) showed nonsignificant associations.</p>
<table-wrap position="float" id="tab7"><label>Table 7</label>
<caption>
<p>Logistic regressions between sleep duration (independent variable) on physical activity levels (dependent variable) for boys in upper secondary school depicted by models 1&#x2013;3.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top" colspan="3">Crude</th>
<th align="center" valign="top" colspan="3">Adjusted</th>
</tr>
<tr>
<th/>
<th align="center" valign="top">
<italic>Exp(B)</italic>
</th>
<th align="center" valign="top">95% CI</th>
<th align="center" valign="top">
<italic>p-value</italic>
</th>
<th align="center" valign="top">
<italic>Exp(B)</italic>
</th>
<th align="center" valign="top">95% CI</th>
<th align="center" valign="top"><italic>p-</italic>value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" colspan="7">Reference category</td>
</tr>
<tr>
<td align="left" valign="middle">1&#x2013;2 times a week</td>
<td align="center" valign="middle">
<italic>0.97</italic>
</td>
<td align="center" valign="middle">0.91 to 1.05</td>
<td align="center" valign="middle">
<italic>0.45</italic>
</td>
<td align="center" valign="middle">0.95</td>
<td align="center" valign="middle">0.89 to 1.02</td>
<td align="center" valign="middle">0.19</td>
</tr>
<tr>
<td align="left" valign="middle">3&#x2013;4 times a week</td>
<td align="center" valign="middle">
<italic>1.04</italic>
</td>
<td align="center" valign="middle">0.98 to 1.12</td>
<td align="center" valign="middle">
<italic>0.21</italic>
</td>
<td align="center" valign="middle">1.01</td>
<td align="center" valign="middle">0.95 to 1.08</td>
<td align="center" valign="middle">0.76</td>
</tr>
<tr>
<td align="left" valign="middle">More than 5 times</td>
<td align="center" valign="middle">
<italic>1.26</italic>
</td>
<td align="center" valign="middle">1.19 to 1.35</td>
<td align="center" valign="middle">&#x003C;0.01</td>
<td align="center" valign="middle">1.22</td>
<td align="center" valign="middle">1.15 to 1.30</td>
<td align="center" valign="middle">&#x003C;0.01</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;Adjusted for socioeconomic status and grade level (age).</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="sec19"><label>4</label>
<title>Discussion</title>
<p>In this study, we aimed to describe sleep and PA levels, and to explore the association between sleep and PA among Norwegian school-based adolescents, stratified by school level and sex. The majority of adolescents in upper secondary school did not achieve the recommended 8&#x202F;h of sleep, and girls in lower secondary school reported shorter sleep durations than boys. Across school levels, girls reported higher levels of sedentary behavior and were less engaged in PA than boys. Sleep duration was a predictor of being active at least 5 times per week across both sexes and school levels, with increased odds ranging from 22 to 32%.</p>
<p>Overall, the current results confirm that a significant proportion of adolescents, about half of those in lower secondary and a majority in upper secondary did not achieve the recommended amount of sleep (<xref ref-type="bibr" rid="ref4">4</xref>). Our finding that 3 out of 4 upper secondary students do not adhere to sleep recommendations, with more girls reporting sleep problems, aligns with previous studies (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref7">7</xref>). The rate of non-compliance with sleep recommendations in upper secondary school is somewhat lower than that reported by Saxvig and colleagues (<xref ref-type="bibr" rid="ref6">6</xref>). This discrepancy may be due to differences in the methods used to assess sleep duration. For example, Saxvig et al. employed a more comprehensive approach, estimating sleep duration through a two-step process that included both bedtime to shuteye time and shuteye time to sleep onset (<xref ref-type="bibr" rid="ref6">6</xref>), potentially yielding more precise estimates. Nonetheless, the larger sample from the Ungdata study complements previous research by offering a nationwide perspective across school levels.</p>
<p>Interestingly, girls in lower secondary school were more likely than boys to fall short of the 8-h sleep recommendation. This contrasts with other studies of younger and older adolescents, which often report similar sleep durations across sexes, with boys sometimes showing slightly shorter sleep durations (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref44">44</xref>). For instance, findings among Australian adolescents indicated no significant sex differences in objectively measured sleep parameters (<xref ref-type="bibr" rid="ref45">45</xref>). However, most studies tend to report shorter sleep durations among boys (<xref ref-type="bibr" rid="ref46 ref47 ref48 ref49 ref50">46&#x2013;50</xref>), although exceptions exist (<xref ref-type="bibr" rid="ref51">51</xref>). It is also worth noting that boys may overestimate self-reported sleep duration more than girls when compared with actigraphy data (<xref ref-type="bibr" rid="ref52">52</xref>). Another possible explanation for our findings could be that younger girls perceived the final period of Covid-19 restrictions differently than boys, as girls have reported struggling more with mental health during this time (<xref ref-type="bibr" rid="ref53">53</xref>, <xref ref-type="bibr" rid="ref54">54</xref>). Although this study was conducted after most Covid-19 restrictions were lifted, secondary schools may still have had some restrictions in place, such as prolonged digital teaching and less in-person instruction compared to lower secondary schools. Additionally, because the Ungdata survey was administered on different days of the week and the sleep question only assessed sleep the previous night, there may have been differences in sleep patterns on Mondays compared to other days, as younger Norwegian girls have previously reported longer sleep durations on weekends than boys (<xref ref-type="bibr" rid="ref43">43</xref>).</p>
<p>Given the consistently higher proportion of sleep problems and lower physical activity (PA) levels in girls, it is possible that various coinciding factors are at play. Previous research suggests that moderate to vigorous PA improves sleep quality among adolescents (<xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref27">27</xref>, <xref ref-type="bibr" rid="ref55">55</xref>). In support of this, Fonseca et al. reported in their review that longer sleep durations and better sleep quality are associated with higher levels of physical fitness in adolescents (<xref ref-type="bibr" rid="ref56">56</xref>). The PA levels observed in our study align with previously reported trends for this population (<xref ref-type="bibr" rid="ref15">15</xref>), highlighting a concerning pattern: only half as many Norwegian girls report high levels of PA compared to boys.</p>
<p>As hypothesized, sleep duration showed the strongest association with the highest PA levels across both sex and school levels, which is consistent with previous research (<xref ref-type="bibr" rid="ref25 ref26 ref27">25&#x2013;27</xref>, <xref ref-type="bibr" rid="ref32">32</xref>, <xref ref-type="bibr" rid="ref55">55</xref>, <xref ref-type="bibr" rid="ref56">56</xref>). Several mechanisms may explain these associations, as longer sleep facilitates key prerequisites for being physically active. Adequate sleep promotes optimal recovery and energy restoration in adolescents, presumably reducing fatigue and increasing motivation and self-efficacy (<xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref57">57</xref>). Higher energy levels, coupled with increased motivation and belief in one&#x2019;s abilities, are fundamental for engaging in PA, particularly at higher intensity levels. Additionally, consistent sleep routines and structures are likely crucial factors that support the implementation of PA, and there may be reciprocal associations at work. We assume that these factors are mutually reinforcing during adolescence: sleep duration facilitates higher PA levels, and PA, in turn, promotes better and longer sleep. This aligns with previous suggestions of a bidirectional relationship between sleep and PA (<xref ref-type="bibr" rid="ref24">24</xref>).</p>
<p>According to an umbrella review on PA and sleep across the lifespan, there was limited evidence supporting sex-specific associations (<xref ref-type="bibr" rid="ref31">31</xref>). However, our regressions revealed notable sex-specific differences, with sleep duration emerging as a strong predictor for all weekly PA levels among girls, across school levels. Adolescence is a complex developmental phase, during which girls undergo different hormonal changes than boys. Sex-specific hormones such as estradiol and follicle-stimulating hormone (FSH) have been linked to longer sleep duration and poorer sleep quality (<xref ref-type="bibr" rid="ref58">58</xref>). Studies among junior athletes have shown sex differences in both subjective and objective sleep parameters in relation to the menstrual cycle (<xref ref-type="bibr" rid="ref59">59</xref>, <xref ref-type="bibr" rid="ref60">60</xref>), aligning with reports of increased fatigue and iron deficiency among girls due to menstruation (<xref ref-type="bibr" rid="ref61">61</xref>, <xref ref-type="bibr" rid="ref62">62</xref>), which likely impacts their PA levels. Another potential explanation could be that girls typically enter puberty and experience growth spurts earlier than boys, which might necessitate more recovery at an earlier stage.</p>
<p>Finally, while longer sleep is associated with higher PA levels, it is important to consider the nuances. A linear relationship between sleep duration and PA levels may not always be present, as underlying pathological conditions could affect daytime capacity in children and adolescents who require more than 12&#x202F;h of sleep. This was highlighted by Kobel and colleagues, who found that children in the highest sleep category showed a negative association with meeting PA guidelines (<xref ref-type="bibr" rid="ref63">63</xref>). Nevertheless, given that most Norwegian adolescents do not meet sleep recommendations, longer sleep remains a favorable prerequisite for higher levels of PA.</p>
</sec>
<sec id="sec20"><label>5</label>
<title>Strength and limitations</title>
<p>A major strength of this study lies in the large sample of Norwegian adolescents drawn from various regions across the country, combined with a high response rate across all included study variables. This enhances the validity, representativity and generalizability of the findings. Additionally, the Ungdata survey employs a validated measure of SES and, since 2010, has developed rigorous methods for cleaning raw data, such as identifying unreliable or insincere responses (e.g., maximum scores in both depression and life satisfaction measures) (<xref ref-type="bibr" rid="ref39">39</xref>). However, as much of the study sample comes from higher SES backgrounds, our findings may not be generalizable to other populations. Other limitations should also be considered, such as the non-validated single-item questions from Ungdata. Exploring other potential directions in the associations between sleep duration and physical activity could have provided additional insights. The cross-sectional design of the study does not allow for causal interpretations and offers only a snapshot of the current situation without a temporal component.</p>
<p>Furthermore, we chose to recode three categories into one physical activity reference category to ensure sufficient statistical power, a more representative baseline, and clearer interpretations. However, this recoding reduces variability in the estimates, which could be seen as a limitation. Additionally, the assessment of sleep duration relies on a single item in which adolescents report their sleep duration using predefined response categories. The broad nature of these categories may yield less nuanced results compared to more specific sleep measures. Future studies should consider including more detailed assessments of sleep duration, such as sleep onset latency, wake after sleep onset, and specific bedtime and wake time. In addition, future research should explore the causes of adolescents not responding to questions of sleep and PA.</p>
</sec>
<sec id="sec21"><label>6</label>
<title>Implications</title>
<p>Adolescence is a critical period of transition from childhood to adulthood, during which the establishment of lifelong healthy habits is essential. Adolescents, along with their support networks&#x2014;such as school administrators, teachers, trainers, and parents&#x2014;require up-to-date, research-based evidence to make informed and healthy decisions. Our study adds to the existing body of research by showing that more Norwegian girls than boys report getting less sleep than recommended in lower secondary school. Additionally, sleep duration is a predictor of high PA levels during adolescence, across school levels and sex, even after adjusting for SES and age. These findings highlight short sleep duration and low PA levels as significant public health concerns among adolescents, with girls being particularly affected. Policies and practices should empower adolescents to make informed health choices by offering clearer recommendations and guidelines through the interdisciplinary subject &#x201C;Public Health and Life Skills&#x201D; in both lower and upper secondary school, as enhancing health literacy may positively impact both PA levels and sleep (<xref ref-type="bibr" rid="ref64">64</xref>, <xref ref-type="bibr" rid="ref65">65</xref>).</p>
</sec>
<sec sec-type="conclusions" id="sec22"><label>7</label>
<title>Conclusion</title>
<p>This study reveals that approximately half of younger adolescents and three-quarters of older adolescents do not meet the recommended minimum of 8&#x202F;h of sleep per night. In lower secondary school, more girls than boys reported shorter sleep durations, and across all school levels, girls consistently reported more sleep problems and lower levels of PA than boys. Furthermore, sleep duration was consistently associated with a 20 to 30% higher likelihood of being active at least 5&#x202F;days a week, regardless of sex or school level. These findings highlight the crucial role of adequate sleep in promoting higher PA levels among Norwegian adolescents. Consequently, the Norwegian government and policymakers should promote healthy sleep habits by explicitly incorporating sleep guidelines into the school curriculum to support increased PA levels.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec23">
<title>Data availability statement</title>
<p>The datasets that support the findings of this study are available upon reasonable request from the Norwegian Agency for Shared Services in Education and Research (SIKT) (<xref ref-type="bibr" rid="ref42">42</xref>). Requests to access these datasets should be directed to <ext-link xlink:href="https://sikt.no/" ext-link-type="uri">https://sikt.no/</ext-link>.</p>
</sec>
<sec sec-type="ethics-statement" id="sec24">
<title>Ethics statement</title>
<p>All study procedures were performed in accordance with the 1964 Helsinki declaration for ethical standards in research. The studies involving human participants were reviewed and approved by Norwegian Agency for Shared Services in Education and Research (SIKT). The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec sec-type="author-contributions" id="sec25">
<title>Author contributions</title>
<p>EG: Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Software, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MH: Conceptualization, Investigation, Methodology, Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. &#x00D8;S: Conceptualization, Investigation, Methodology, Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec26">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. The Ungdata project is financed from the Norwegian national budget through grants from the Norwegian Directorate of Health (<xref ref-type="bibr" rid="ref36">36</xref>). The authors received no funding, except the University of Agder financed the publication costs.</p>
</sec>
<ack>
<p>We wish to thank all the adolescents participating in Ungdata, NOVA and KoRus for giving us access to the data and the Norwegian Directorate of Health for funding the survey.</p>
</ack>
<sec sec-type="COI-statement" id="sec27">
<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>
</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/fpubh.2024.1495826/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fpubh.2024.1495826/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"/>
<supplementary-material xlink:href="Table_2.docx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr">
<p>CI, confidence interval; SD, standard deviation; SES, socioeconomic status; NOVA, Norwegian Social Research; Korus, regional center for drug rehabilitation; KS, the municipal sector&#x2019;s organization; STROBE, Strengthening The Reporting of Observational Studies; SIKT, Norwegian Agency for Shared Services in Education and Research.</p>
</fn>
</fn-group>
<ref-list>
<title>References</title>
<ref id="ref1"><label>1.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zielinski</surname> <given-names>MR</given-names></name> <name><surname>McKenna</surname> <given-names>JT</given-names></name> <name><surname>McCarley</surname> <given-names>RW</given-names></name></person-group>. <article-title>Functions and mechanisms of sleep</article-title>. <source>AIMS Neurosci</source>. (<year>2016</year>) <volume>3</volume>:<fpage>67</fpage>&#x2013;<lpage>104</lpage>. doi: <pub-id pub-id-type="doi">10.3934/Neuroscience.2016.1.67</pub-id>, PMID: <pub-id pub-id-type="pmid">28413828</pub-id></citation></ref>
<ref id="ref2"><label>2.</label> <citation citation-type="book"><person-group person-group-type="author"><name><surname>Crimmins</surname> <given-names>EM</given-names></name> <name><surname>Cohen</surname> <given-names>B</given-names></name></person-group>. <article-title>The Role of Physical Activity</article-title> In: <source>National Research Council (US) panel on understanding divergent trends in longevity in high-income countries</source>, vol. <volume>4</volume>. <publisher-loc>Washington (DC)</publisher-loc>: <publisher-name>National Academies Press (US)</publisher-name> (<year>2011</year>)</citation></ref>
<ref id="ref3"><label>3.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Matricciani</surname> <given-names>L</given-names></name> <name><surname>Paquet</surname> <given-names>C</given-names></name> <name><surname>Galland</surname> <given-names>B</given-names></name> <name><surname>Short</surname> <given-names>M</given-names></name> <name><surname>Olds</surname> <given-names>T</given-names></name></person-group>. <article-title>Children's sleep and health: a meta-review</article-title>. <source>Sleep Med Rev</source>. (<year>2019</year>) <volume>46</volume>:<fpage>136</fpage>&#x2013;<lpage>50</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.smrv.2019.04.011</pub-id>, PMID: <pub-id pub-id-type="pmid">31121414</pub-id></citation></ref>
<ref id="ref4"><label>4.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hirshkowitz</surname> <given-names>M</given-names></name> <name><surname>Whiton</surname> <given-names>K</given-names></name> <name><surname>Albert</surname> <given-names>SM</given-names></name> <name><surname>Alessi</surname> <given-names>C</given-names></name> <name><surname>Bruni</surname> <given-names>O</given-names></name> <name><surname>DonCarlos</surname> <given-names>L</given-names></name> <etal/></person-group>. <article-title>National Sleep Foundation&#x2019;s updated sleep duration recommendations: final report</article-title>. <source>Sleep Health</source>. (<year>2015</year>) <volume>1</volume>:<fpage>233</fpage>&#x2013;<lpage>43</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.sleh.2015.10.004</pub-id>, PMID: <pub-id pub-id-type="pmid">29073398</pub-id></citation></ref>
<ref id="ref5"><label>5.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gariepy</surname> <given-names>G</given-names></name> <name><surname>Danna</surname> <given-names>S</given-names></name> <name><surname>Gobi&#x0146;a</surname> <given-names>I</given-names></name> <name><surname>Rasmussen</surname> <given-names>M</given-names></name> <name><surname>Gaspar de Matos</surname> <given-names>M</given-names></name> <name><surname>Tynj&#x00E4;l&#x00E4;</surname> <given-names>J</given-names></name> <etal/></person-group>. <article-title>How are adolescents sleeping? Adolescent sleep patterns and sociodemographic differences in 24 European and north American countries</article-title>. <source>J Adolesc Health</source>. (<year>2020</year>) <volume>66</volume>:<fpage>S81</fpage>&#x2013;<lpage>s88</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jadohealth.2020.03.013</pub-id>, PMID: <pub-id pub-id-type="pmid">32446613</pub-id></citation></ref>
<ref id="ref6"><label>6.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Saxvig</surname> <given-names>IW</given-names></name> <name><surname>Bjorvatn</surname> <given-names>B</given-names></name> <name><surname>Hysing</surname> <given-names>M</given-names></name> <name><surname>Sivertsen</surname> <given-names>B</given-names></name> <name><surname>Gradisar</surname> <given-names>M</given-names></name> <name><surname>Pallesen</surname> <given-names>S</given-names></name></person-group>. <article-title>Sleep in older adolescents. Results from a large cross-sectional, population-based study</article-title>. <source>J Sleep Res</source>. (<year>2021</year>) <volume>30</volume>:<fpage>e13263</fpage>. doi: <pub-id pub-id-type="doi">10.1111/jsr.13263</pub-id>, PMID: <pub-id pub-id-type="pmid">33350033</pub-id></citation></ref>
<ref id="ref7"><label>7.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Grasaas</surname> <given-names>E</given-names></name> <name><surname>Ostojic</surname> <given-names>S</given-names></name> <name><surname>Jahre</surname> <given-names>H</given-names></name></person-group>. <article-title>Adherence to sleep recommendations is associated with higher satisfaction with life among Norwegian adolescents</article-title>. <source>BMC Public Health</source>. (<year>2024</year>) <volume>24</volume>:<fpage>1288</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12889-024-18725-1</pub-id>, PMID: <pub-id pub-id-type="pmid">38730403</pub-id></citation></ref>
<ref id="ref8"><label>8.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Santos</surname> <given-names>JS</given-names></name> <name><surname>Louzada</surname> <given-names>FM</given-names></name></person-group>. <article-title>Changes in adolescents' sleep during COVID-19 outbreak reveal the inadequacy of early morning school schedules</article-title>. <source>Sleep Sci</source>. (<year>2022</year>) <volume>15</volume>:<fpage>74</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.5935/1984-0063.20200127</pub-id></citation></ref>
<ref id="ref9"><label>9.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tyack</surname> <given-names>C</given-names></name> <name><surname>Unadkat</surname> <given-names>S</given-names></name> <name><surname>Voisnyte</surname> <given-names>J</given-names></name></person-group>. <article-title>Adolescent sleep - lessons from COVID-19</article-title>. <source>Clin Child Psychol Psychiatry</source>. (<year>2022</year>) <volume>27</volume>:<fpage>6</fpage>&#x2013;<lpage>17</lpage>. doi: <pub-id pub-id-type="doi">10.1177/13591045211065937</pub-id>, PMID: <pub-id pub-id-type="pmid">34935514</pub-id></citation></ref>
<ref id="ref10"><label>10.</label> <citation citation-type="other"><person-group person-group-type="author"><collab id="coll1">WHO guidelines on physical activity and sedentary behaviour Report of guidelines</collab></person-group>. <source>Physical activity</source>. (<year>2022</year>).</citation></ref>
<ref id="ref11"><label>11.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Araujo</surname> <given-names>RHO</given-names></name></person-group>. <article-title>Global prevalence and gender inequalities in at least 60 min of self-reported moderate-to-vigorous physical activity 1 or more days per week: an analysis with 707,616 adolescents</article-title>. <source>J Sport Health Sci</source>. (<year>2024</year>) <volume>13</volume>:<fpage>709</fpage>&#x2013;<lpage>716</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jshs.2023.10.011</pub-id></citation></ref>
<ref id="ref12"><label>12.</label> <citation citation-type="other"><person-group person-group-type="author"><name><surname>Steene-Johannessen</surname> <given-names>J A.S.</given-names></name> <name><surname>Bratteteig</surname> <given-names>M</given-names></name> <name><surname>Dalhaug</surname> <given-names>EM</given-names></name> <name><surname>Andersen</surname> <given-names>ID</given-names></name> <name><surname>Andersen</surname> <given-names>OK</given-names></name></person-group>, Kartlegging av fysisk aktivitet, sedat tid og fysisk form blant barn og unge 2018 (ungKan3). (<year>2019</year>). Available from: <ext-link xlink:href="https://www.fhi.no/globalassets/bilder/rapporter-og-trykksaker/2019/ungkan3_rapport_final_27.02.19.pdf" ext-link-type="uri">https://www.fhi.no/globalassets/bilder/rapporter-og-trykksaker/2019/ungkan3_rapport_final_27.02.19.pdf</ext-link> (Accessed July 10, 2024).</citation></ref>
<ref id="ref13"><label>13.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Steene-Johannessen</surname> <given-names>J</given-names></name></person-group>. <article-title>Variations in accelerometry measured physical activity and sedentary time across Europe &#x2013; harmonized analyses of 47,497 children and adolescents</article-title>. <source>Int J Behav Nutr Phys Act</source>. (<year>2020</year>) <volume>17</volume>:<fpage>38</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12966-020-00930-x</pub-id>, PMID: <pub-id pub-id-type="pmid">32183834</pub-id></citation></ref>
<ref id="ref14"><label>14.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Grasaas</surname> <given-names>E</given-names></name> <name><surname>Sandbakk</surname> <given-names>&#x00D8;</given-names></name></person-group>. <article-title>Adherence to physical activity recommendations and associations with self-efficacy among Norwegian adolescents: trends from 2017 to 2021</article-title>. <source>Front Public Health</source>. (<year>2024</year>). <volume>12</volume>:<fpage>12</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpubh.2024.1382028</pub-id></citation></ref>
<ref id="ref15"><label>15.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Grasaas</surname> <given-names>E</given-names></name> <name><surname>Ostojic</surname> <given-names>S</given-names></name> <name><surname>Sandbakk</surname> <given-names>&#x00D8;</given-names></name></person-group>. <article-title>Associations between levels of physical activity and satisfaction with life among Norwegian adolescents: a cross-sectional study</article-title>. <source>Front Sports and Active Living</source>. (<year>2024</year>) <volume>6</volume>:<fpage>6</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fspor.2024.1437747</pub-id></citation></ref>
<ref id="ref16"><label>16.</label> <citation citation-type="book"><person-group person-group-type="author"><collab id="coll2">Institute of Medicine Committee on Sleep, M. and Research</collab></person-group>. <article-title>The National Academies Collection: reports funded by National Institutes of Health</article-title> In: <person-group person-group-type="editor"><name><surname>Colten</surname> <given-names>HR</given-names></name> <name><surname>Altevogt</surname> <given-names>BM</given-names></name></person-group>, editors. <source>Sleep disorders and sleep deprivation: An unmet public health problem</source>. <publisher-loc>Washington (DC)</publisher-loc>: <publisher-name>National Academy of Sciences</publisher-name> (<year>2006</year>)</citation></ref>
<ref id="ref17"><label>17.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Blair</surname> <given-names>SN</given-names></name></person-group>. <article-title>Physical inactivity: the biggest public health problem of the 21st century</article-title>. <source>Br J Sports Med</source>. (<year>2009</year>) <volume>43</volume>:<fpage>1</fpage>&#x2013;<lpage>2</lpage>. PMID: <pub-id pub-id-type="pmid">19136507</pub-id></citation></ref>
<ref id="ref18"><label>18.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Paiva</surname> <given-names>T</given-names></name> <name><surname>Gaspar</surname> <given-names>T</given-names></name> <name><surname>Matos</surname> <given-names>MG</given-names></name></person-group>. <article-title>Sleep deprivation in adolescents: correlations with health complaints and health-related quality of life</article-title>. <source>Sleep Med</source>. (<year>2015</year>) <volume>16</volume>:<fpage>521</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.sleep.2014.10.010</pub-id></citation></ref>
<ref id="ref19"><label>19.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Konjarski</surname> <given-names>M</given-names></name> <name><surname>Murray</surname> <given-names>G</given-names></name> <name><surname>Lee</surname> <given-names>VV</given-names></name> <name><surname>Jackson</surname> <given-names>ML</given-names></name></person-group>. <article-title>Reciprocal relationships between daily sleep and mood: a systematic review of naturalistic prospective studies</article-title>. <source>Sleep Med Rev</source>. (<year>2018</year>) <volume>42</volume>:<fpage>47</fpage>&#x2013;<lpage>58</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.smrv.2018.05.005</pub-id></citation></ref>
<ref id="ref20"><label>20.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname> <given-names>YJ</given-names></name> <name><surname>Cho</surname> <given-names>SJ</given-names></name> <name><surname>Cho</surname> <given-names>IH</given-names></name> <name><surname>Kim</surname> <given-names>SJ</given-names></name></person-group>. <article-title>Insufficient sleep and suicidality in adolescents</article-title>. <source>Sleep</source>. (<year>2012</year>) <volume>35</volume>:<fpage>455</fpage>&#x2013;<lpage>60</lpage>. doi: <pub-id pub-id-type="doi">10.5665/sleep.1722</pub-id>, PMID: <pub-id pub-id-type="pmid">22467982</pub-id></citation></ref>
<ref id="ref21"><label>21.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Palmer</surname> <given-names>CA</given-names></name> <name><surname>Oosterhoff</surname> <given-names>B</given-names></name> <name><surname>Bower</surname> <given-names>JL</given-names></name> <name><surname>Kaplow</surname> <given-names>JB</given-names></name> <name><surname>Alfano</surname> <given-names>CA</given-names></name></person-group>. <article-title>Associations among adolescent sleep problems, emotion regulation, and affective disorders: findings from a nationally representative sample</article-title>. <source>J Psychiatr Res</source>. (<year>2018</year>) <volume>96</volume>:<fpage>1</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jpsychires.2017.09.015</pub-id>, PMID: <pub-id pub-id-type="pmid">28941378</pub-id></citation></ref>
<ref id="ref22"><label>22.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shochat</surname> <given-names>T</given-names></name> <name><surname>Cohen-Zion</surname> <given-names>M</given-names></name> <name><surname>Tzischinsky</surname> <given-names>O</given-names></name></person-group>. <article-title>Functional consequences of inadequate sleep in adolescents: a systematic review</article-title>. <source>Sleep Med Rev</source>. (<year>2014</year>) <volume>18</volume>:<fpage>75</fpage>&#x2013;<lpage>87</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.smrv.2013.03.005</pub-id>, PMID: <pub-id pub-id-type="pmid">23806891</pub-id></citation></ref>
<ref id="ref23"><label>23.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Memon</surname> <given-names>AR</given-names></name> <name><surname>Gupta</surname> <given-names>CC</given-names></name> <name><surname>Crowther</surname> <given-names>ME</given-names></name> <name><surname>Ferguson</surname> <given-names>SA</given-names></name> <name><surname>Tuckwell</surname> <given-names>GA</given-names></name> <name><surname>Vincent</surname> <given-names>GE</given-names></name></person-group>. <article-title>Sleep and physical activity in university students: a systematic review and meta-analysis</article-title>. <source>Sleep Med Rev</source>. (<year>2021</year>) <volume>58</volume>:<fpage>101482</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.smrv.2021.101482</pub-id>, PMID: <pub-id pub-id-type="pmid">33864990</pub-id></citation></ref>
<ref id="ref24"><label>24.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kline</surname> <given-names>CE</given-names></name></person-group>. <article-title>The bidirectional relationship between exercise and sleep: implications for exercise adherence and sleep improvement</article-title>. <source>Am J Lifestyle Med</source>. (<year>2014</year>) <volume>8</volume>:<fpage>375</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1177/1559827614544437</pub-id>, PMID: <pub-id pub-id-type="pmid">25729341</pub-id></citation></ref>
<ref id="ref25"><label>25.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Antczak</surname> <given-names>D</given-names></name> <name><surname>Lonsdale</surname> <given-names>C</given-names></name> <name><surname>Lee</surname> <given-names>J</given-names></name> <name><surname>Hilland</surname> <given-names>T</given-names></name> <name><surname>Duncan</surname> <given-names>MJ</given-names></name> <name><surname>del Pozo Cruz</surname> <given-names>B</given-names></name> <etal/></person-group>. <article-title>Physical activity and sleep are inconsistently related in healthy children: a systematic review and meta-analysis</article-title>. <source>Sleep Med Rev</source>. (<year>2020</year>) <volume>51</volume>:<fpage>101278</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.smrv.2020.101278</pub-id>, PMID: <pub-id pub-id-type="pmid">32155572</pub-id></citation></ref>
<ref id="ref26"><label>26.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lang</surname> <given-names>C</given-names></name> <name><surname>Brand</surname> <given-names>S</given-names></name> <name><surname>Feldmeth</surname> <given-names>AK</given-names></name> <name><surname>Holsboer-Trachsler</surname> <given-names>E</given-names></name> <name><surname>P&#x00FC;hse</surname> <given-names>U</given-names></name> <name><surname>Gerber</surname> <given-names>M</given-names></name></person-group>. <article-title>Increased self-reported and objectively assessed physical activity predict sleep quality among adolescents</article-title>. <source>Physiol Behav</source>. (<year>2013</year>) <volume>120</volume>:<fpage>46</fpage>&#x2013;<lpage>53</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.physbeh.2013.07.001</pub-id>, PMID: <pub-id pub-id-type="pmid">23851332</pub-id></citation></ref>
<ref id="ref27"><label>27.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Huang</surname> <given-names>WY</given-names></name> <name><surname>Ho</surname> <given-names>RST</given-names></name> <name><surname>Tremblay</surname> <given-names>MS</given-names></name> <name><surname>Wong</surname> <given-names>SHS</given-names></name></person-group>. <article-title>Relationships of physical activity and sedentary behaviour with the previous and subsequent nights' sleep in children and youth: a systematic review and meta-analysis</article-title>. <source>J Sleep Res</source>. (<year>2021</year>) <volume>30</volume>:<fpage>e13378</fpage>. doi: <pub-id pub-id-type="doi">10.1111/jsr.13378</pub-id>, PMID: <pub-id pub-id-type="pmid">34235808</pub-id></citation></ref>
<ref id="ref28"><label>28.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Buman</surname> <given-names>MP</given-names></name> <name><surname>King</surname> <given-names>AC</given-names></name></person-group>. <article-title>Exercise as a treatment to enhance sleep</article-title>. <source>Am J Lifestyle Med</source>. (<year>2010</year>) <volume>4</volume>:<fpage>500</fpage>&#x2013;<lpage>14</lpage>. doi: <pub-id pub-id-type="doi">10.1177/1559827610375532</pub-id></citation></ref>
<ref id="ref29"><label>29.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Youngstedt</surname> <given-names>SD</given-names></name></person-group>. <article-title>Effects of exercise on sleep</article-title>. <source>Clin Sports Med</source>. (<year>2005</year>) <volume>24</volume>:<fpage>355</fpage>&#x2013;<lpage>65</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.csm.2004.12.003</pub-id></citation></ref>
<ref id="ref30"><label>30.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ganz</surname> <given-names>M</given-names></name> <name><surname>Jacobs</surname> <given-names>M</given-names></name> <name><surname>Alessandro</surname> <given-names>C</given-names></name> <name><surname>Sabzanov</surname> <given-names>S</given-names></name> <name><surname>Karp</surname> <given-names>A</given-names></name> <name><surname>Wei</surname> <given-names>L</given-names></name> <etal/></person-group>. <article-title>Physical activity and sleeping duration among adolescents in the US</article-title>. <source>Cureus</source>. (<year>2022</year>) <volume>14</volume>:<fpage>e29669</fpage>. doi: <pub-id pub-id-type="doi">10.7759/cureus.29669</pub-id></citation></ref>
<ref id="ref31"><label>31.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kline</surname> <given-names>CE</given-names></name> <name><surname>Hillman</surname> <given-names>CH</given-names></name> <name><surname>Bloodgood Sheppard</surname> <given-names>B</given-names></name> <name><surname>Tennant</surname> <given-names>B</given-names></name> <name><surname>Conroy</surname> <given-names>DE</given-names></name> <name><surname>Macko</surname> <given-names>RF</given-names></name> <etal/></person-group>. <article-title>Physical activity and sleep: an updated umbrella review of the 2018 physical activity guidelines advisory committee report</article-title>. <source>Sleep Med Rev</source>. (<year>2021</year>) <volume>58</volume>:<fpage>101489</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.smrv.2021.101489</pub-id>, PMID: <pub-id pub-id-type="pmid">33934046</pub-id></citation></ref>
<ref id="ref32"><label>32.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bello</surname> <given-names>B</given-names></name> <name><surname>Mohammed</surname> <given-names>J</given-names></name> <name><surname>Useh</surname> <given-names>U</given-names></name></person-group>. <article-title>Effectiveness of physical activity programs in enhancing sleep outcomes among adolescents: a systematic review</article-title>. <source>Sleep Breath</source>. (<year>2023</year>) <volume>27</volume>:<fpage>431</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11325-022-02675-2</pub-id>, PMID: <pub-id pub-id-type="pmid">35771387</pub-id></citation></ref>
<ref id="ref33"><label>33.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hysing</surname> <given-names>M</given-names></name> <name><surname>Petrie</surname> <given-names>KJ</given-names></name> <name><surname>B&#x00F8;e</surname> <given-names>T</given-names></name> <name><surname>Lallukka</surname> <given-names>T</given-names></name> <name><surname>Sivertsen</surname> <given-names>B</given-names></name></person-group>. <article-title>The social gradient of sleep in adolescence: results from the youth@Hordaland survey</article-title>. <source>Eur J Pub Health</source>. (<year>2017</year>) <volume>27</volume>:<fpage>65</fpage>&#x2013;<lpage>71</lpage>. doi: <pub-id pub-id-type="doi">10.1093/eurpub/ckw200</pub-id>, PMID: <pub-id pub-id-type="pmid">28177471</pub-id></citation></ref>
<ref id="ref34"><label>34.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stalsberg</surname> <given-names>R</given-names></name> <name><surname>Pedersen</surname> <given-names>AV</given-names></name></person-group>. <article-title>Effects of socioeconomic status on the physical activity in adolescents: a systematic review of the evidence</article-title>. <source>Scand J Med Sci Sports</source>. (<year>2010</year>) <volume>20</volume>:<fpage>368</fpage>&#x2013;<lpage>83</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1600-0838.2009.01047.x</pub-id></citation></ref>
<ref id="ref35"><label>35.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>von Elm</surname> <given-names>E</given-names></name> <name><surname>Altman</surname> <given-names>DG</given-names></name> <name><surname>Egger</surname> <given-names>M</given-names></name> <name><surname>Pocock</surname> <given-names>SJ</given-names></name> <name><surname>G&#x00F8;tzsche</surname> <given-names>PC</given-names></name> <name><surname>Vandenbroucke</surname> <given-names>JP</given-names></name> <etal/></person-group>. <article-title>The strengthening the reporting of observational studies in epidemiology (STROBE) statement: guidelines for reporting observational studies</article-title>. <source>Ann Intern Med</source>. (<year>2007</year>) <volume>147</volume>:<fpage>573</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.7326/0003-4819-147-8-200710160-00010</pub-id></citation></ref>
<ref id="ref36"><label>36.</label> <citation citation-type="book"><person-group person-group-type="author"><name><surname>Fr&#x00F8;yland</surname> <given-names>LR</given-names></name></person-group>. <source>Ungdata &#x2013; Lokale ungdomsunders&#x00F8;kelser</source> <publisher-name>Dokumentasjon av variablene i sp&#x00F8;rreskjemaet. Oslo: NOVA</publisher-name> (<year>2017</year>).</citation></ref>
<ref id="ref37"><label>37.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Milton</surname> <given-names>K</given-names></name> <name><surname>Bull</surname> <given-names>FC</given-names></name> <name><surname>Bauman</surname> <given-names>A</given-names></name></person-group>. <article-title>Reliability and validity testing of a single-item physical activity measure</article-title>. <source>Br J Sports Med</source>. (<year>2011</year>) <volume>45</volume>:<fpage>203</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1136/bjsm.2009.068395</pub-id></citation></ref>
<ref id="ref38"><label>38.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>O&#x2019;Halloran</surname> <given-names>P</given-names></name> <name><surname>Kingsley</surname> <given-names>M</given-names></name> <name><surname>Nicholson</surname> <given-names>M</given-names></name> <name><surname>Staley</surname> <given-names>K</given-names></name> <name><surname>Randle</surname> <given-names>E</given-names></name> <name><surname>Wright</surname> <given-names>A</given-names></name> <etal/></person-group>. <article-title>Responsiveness of the single item measure to detect change in physical activity</article-title>. <source>PLoS One</source>. (<year>2020</year>) <volume>15</volume>:<fpage>e0234420</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0234420</pub-id>, PMID: <pub-id pub-id-type="pmid">32584830</pub-id></citation></ref>
<ref id="ref39"><label>39.</label> <citation citation-type="other"><person-group person-group-type="author"><name><surname>Bakken</surname> <given-names>A.</given-names></name> <name><surname>Fr&#x00F8;yland</surname> <given-names>L. R.</given-names></name> <name><surname>Sletten</surname> <given-names>M. A.</given-names></name></person-group> <source>Sosiale forskjeller i unges liv. Hva sier Ungdata-unders&#x00F8;kelsene? NOVA Rapport 3/2016</source>. (<year>2016</year>).</citation></ref>
<ref id="ref40"><label>40.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Currie</surname> <given-names>C</given-names></name> <name><surname>Molcho</surname> <given-names>M</given-names></name> <name><surname>Boyce</surname> <given-names>W</given-names></name> <name><surname>Holstein</surname> <given-names>B</given-names></name> <name><surname>Torsheim</surname> <given-names>T</given-names></name> <name><surname>Richter</surname> <given-names>M</given-names></name></person-group>. <article-title>Researching health inequalities in adolescents: the development of the health behaviour in school-aged children (HBSC) family affluence scale</article-title>. <source>Soc Sci Med</source>. (<year>2008</year>) <volume>66</volume>:<fpage>1429</fpage>&#x2013;<lpage>36</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.socscimed.2007.11.024</pub-id>, PMID: <pub-id pub-id-type="pmid">18179852</pub-id></citation></ref>
<ref id="ref41"><label>41.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Currie</surname> <given-names>CE</given-names></name> <name><surname>Elton</surname> <given-names>RA</given-names></name> <name><surname>Todd</surname> <given-names>J</given-names></name> <name><surname>Platt</surname> <given-names>S</given-names></name></person-group>. <article-title>Indicators of socioeconomic status for adolescents: the WHO health behaviour in school-aged children survey</article-title>. <source>Health Educ Res</source>. (<year>1997</year>) <volume>12</volume>:<fpage>385</fpage>&#x2013;<lpage>97</lpage>. doi: <pub-id pub-id-type="doi">10.1093/her/12.3.385</pub-id>, PMID: <pub-id pub-id-type="pmid">10174221</pub-id></citation></ref>
<ref id="ref42"><label>42.</label> <citation citation-type="other"><person-group person-group-type="author"><collab id="coll3">Norwegian Agency for Shared Services in Education and Research (SIKT)</collab></person-group>. (<year>2023</year>). <comment>Available from:</comment> <ext-link xlink:href="https://sikt.no/en/home" ext-link-type="uri">https://sikt.no/en/home</ext-link> (Accessed 05.10.2023).</citation></ref>
<ref id="ref43"><label>43.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Grasaas</surname> <given-names>E</given-names></name> <name><surname>Rohde</surname> <given-names>G</given-names></name> <name><surname>Haraldstad</surname> <given-names>K</given-names></name> <name><surname>Helseth</surname> <given-names>S</given-names></name> <name><surname>Sm&#x00E5;stuen</surname> <given-names>MC</given-names></name> <name><surname>Skarstein</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Sleep duration in schooldays is associated with health-related quality of life in norwegian adolescents: a cross-sectional study</article-title>. <source>BMC Pediatr</source>. (<year>2023</year>) <volume>23</volume>:<fpage>473</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12887-023-04306-5</pub-id></citation></ref>
<ref id="ref44"><label>44.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hysing</surname> <given-names>M</given-names></name> <name><surname>Pallesen</surname> <given-names>S</given-names></name> <name><surname>Stormark</surname> <given-names>KM</given-names></name> <name><surname>Lundervold</surname> <given-names>AJ</given-names></name> <name><surname>Sivertsen</surname> <given-names>B</given-names></name></person-group>. <article-title>Sleep patterns and insomnia among adolescents: a population-based study</article-title>. <source>J Sleep Res</source>. (<year>2013</year>) <volume>22</volume>:<fpage>549</fpage>&#x2013;<lpage>56</lpage>. doi: <pub-id pub-id-type="doi">10.1111/jsr.12055</pub-id></citation></ref>
<ref id="ref45"><label>45.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tremaine</surname> <given-names>RB</given-names></name> <name><surname>Dorrian</surname> <given-names>J</given-names></name> <name><surname>Blunden</surname> <given-names>S</given-names></name></person-group>. <article-title>Subjective and objective sleep in children and adolescents: measurement, age, and gender differences</article-title>. <source>Sleep Biol Rhythms</source>. (<year>2010</year>) <volume>8</volume>:<fpage>229</fpage>&#x2013;<lpage>38</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1479-8425.2010.00452.x</pub-id></citation></ref>
<ref id="ref46"><label>46.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Adan</surname> <given-names>A</given-names></name> <name><surname>Natale</surname> <given-names>V</given-names></name></person-group>. <article-title>Gender differences in morningness-eveningness preference</article-title>. <source>Chronobiol Int</source>. (<year>2002</year>) <volume>19</volume>:<fpage>709</fpage>&#x2013;<lpage>20</lpage>. doi: <pub-id pub-id-type="doi">10.1081/CBI-120005390</pub-id></citation></ref>
<ref id="ref47"><label>47.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Natale</surname> <given-names>V</given-names></name> <name><surname>Adan</surname> <given-names>A</given-names></name> <name><surname>Fabbri</surname> <given-names>M</given-names></name></person-group>. <article-title>Season of birth, gender, and social-cultural effects on sleep timing preferences in humans</article-title>. <source>Sleep</source>. (<year>2009</year>) <volume>32</volume>:<fpage>423</fpage>&#x2013;<lpage>6</lpage>. doi: <pub-id pub-id-type="doi">10.1093/sleep/32.3.423</pub-id>, PMID: <pub-id pub-id-type="pmid">19294963</pub-id></citation></ref>
<ref id="ref48"><label>48.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ohayon</surname> <given-names>MM</given-names></name></person-group>. <article-title>Prevalence and patterns of problematic sleep among older adolescents</article-title>. <source>J Am Acad Child Adolesc Psychiatry</source>. (<year>2000</year>) <volume>39</volume>:<fpage>1549</fpage>&#x2013;<lpage>56</lpage>. doi: <pub-id pub-id-type="doi">10.1097/00004583-200012000-00019</pub-id>, PMID: <pub-id pub-id-type="pmid">11128333</pub-id></citation></ref>
<ref id="ref49"><label>49.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Olds</surname> <given-names>T</given-names></name> <name><surname>Blunden</surname> <given-names>S</given-names></name> <name><surname>Petkov</surname> <given-names>J</given-names></name> <name><surname>Forchino</surname> <given-names>F</given-names></name></person-group>. <article-title>The relationships between sex, age, geography and time in bed in adolescents: a meta-analysis of data from 23 countries</article-title>. <source>Sleep Med Rev</source>. (<year>2010</year>) <volume>14</volume>:<fpage>371</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.smrv.2009.12.002</pub-id>, PMID: <pub-id pub-id-type="pmid">20207558</pub-id></citation></ref>
<ref id="ref50"><label>50.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Randler</surname> <given-names>C</given-names></name> <name><surname>Vollmer</surname> <given-names>C</given-names></name> <name><surname>Kalb</surname> <given-names>N</given-names></name> <name><surname>Itzek-Greulich</surname> <given-names>H</given-names></name></person-group>. <article-title>Breakpoints of time in bed, midpoint of sleep, and social jetlag from infancy to early adulthood</article-title>. <source>Sleep Med</source>. (<year>2019</year>) <volume>57</volume>:<fpage>80</fpage>&#x2013;<lpage>6</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.sleep.2019.01.023</pub-id>, PMID: <pub-id pub-id-type="pmid">30921684</pub-id></citation></ref>
<ref id="ref51"><label>51.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chung</surname> <given-names>KF</given-names></name> <name><surname>Cheung</surname> <given-names>MM</given-names></name></person-group>. <article-title>Sleep-wake patterns and sleep disturbance among Hong Kong Chinese adolescents</article-title>. <source>Sleep</source>. (<year>2008</year>) <volume>31</volume>:<fpage>185</fpage>&#x2013;<lpage>94</lpage>. doi: <pub-id pub-id-type="doi">10.1093/sleep/31.2.185</pub-id>, PMID: <pub-id pub-id-type="pmid">18274265</pub-id></citation></ref>
<ref id="ref52"><label>52.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guedes</surname> <given-names>LG</given-names></name> <name><surname>Abreu</surname> <given-names>GA</given-names></name> <name><surname>Rodrigues</surname> <given-names>DF</given-names></name> <name><surname>Teixeira</surname> <given-names>LR</given-names></name> <name><surname>Luiz</surname> <given-names>RR</given-names></name> <name><surname>Bloch</surname> <given-names>KV</given-names></name></person-group>. <article-title>Comparison between self-reported sleep duration and actigraphy among adolescents: gender differences</article-title>. <source>Rev Bras Epidemiol</source>. (<year>2016</year>) <volume>19</volume>:<fpage>339</fpage>&#x2013;<lpage>47</lpage>. doi: <pub-id pub-id-type="doi">10.1590/1980-5497201600020011</pub-id>, PMID: <pub-id pub-id-type="pmid">27532757</pub-id></citation></ref>
<ref id="ref53"><label>53.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Halldorsdottir</surname> <given-names>T</given-names></name> <name><surname>Thorisdottir</surname> <given-names>IE</given-names></name> <name><surname>Meyers</surname> <given-names>CCA</given-names></name> <name><surname>Asgeirsdottir</surname> <given-names>BB</given-names></name> <name><surname>Kristjansson</surname> <given-names>AL</given-names></name> <name><surname>Valdimarsdottir</surname> <given-names>HB</given-names></name> <etal/></person-group>. <article-title>Adolescent well-being amid the COVID-19 pandemic: are girls struggling more than boys?</article-title> <source>JCPP Adv</source>. (<year>2021</year>) <volume>1</volume>:<fpage>e12027</fpage>. doi: <pub-id pub-id-type="doi">10.1002/jcv2.12027</pub-id>, PMID: <pub-id pub-id-type="pmid">34514467</pub-id></citation></ref>
<ref id="ref54"><label>54.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barbieri</surname> <given-names>V</given-names></name> <name><surname>Piccoliori</surname> <given-names>G</given-names></name> <name><surname>Mahlknecht</surname> <given-names>A</given-names></name> <name><surname>Plagg</surname> <given-names>B</given-names></name> <name><surname>Ausserhofer</surname> <given-names>D</given-names></name> <name><surname>Engl</surname> <given-names>A</given-names></name> <etal/></person-group>. <article-title>Adolescent mental health during the COVID-19 pandemic: the interplay of age, gender, and mental health outcomes in two consecutive cross-sectional surveys in northern Italy</article-title>. <source>Behav Sci</source>. (<year>2023</year>) <volume>13</volume>:<fpage>13</fpage>. doi: <pub-id pub-id-type="doi">10.3390/bs13080643</pub-id>, PMID: <pub-id pub-id-type="pmid">37622783</pub-id></citation></ref>
<ref id="ref55"><label>55.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Negele</surname> <given-names>L</given-names></name> <name><surname>Flexeder</surname> <given-names>C</given-names></name> <name><surname>Koletzko</surname> <given-names>S</given-names></name> <name><surname>Bauer</surname> <given-names>CP</given-names></name> <name><surname>von Berg</surname> <given-names>A</given-names></name> <name><surname>Berdel</surname> <given-names>D</given-names></name> <etal/></person-group>. <article-title>Association between objectively assessed physical activity and sleep quality in adolescence. Results from the GINIplus and LISA studies</article-title>. <source>Sleep Med</source>. (<year>2020</year>) <volume>72</volume>:<fpage>65</fpage>&#x2013;<lpage>74</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.sleep.2020.03.007</pub-id>, PMID: <pub-id pub-id-type="pmid">32554326</pub-id></citation></ref>
<ref id="ref56"><label>56.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fonseca</surname> <given-names>A</given-names></name> <name><surname>de Azevedo</surname> <given-names>CVM</given-names></name> <name><surname>Santos</surname> <given-names>RMR</given-names></name></person-group>. <article-title>Sleep and health-related physical fitness in children and adolescents: a systematic review</article-title>. <source>Sleep Sci</source>. (<year>2021</year>) <volume>14</volume>:<fpage>357</fpage>&#x2013;<lpage>65</lpage>. doi: <pub-id pub-id-type="doi">10.5935/1984-0063.20200125</pub-id>, PMID: <pub-id pub-id-type="pmid">35087633</pub-id></citation></ref>
<ref id="ref57"><label>57.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wheaton</surname> <given-names>AG</given-names></name> <name><surname>Chapman</surname> <given-names>DP</given-names></name> <name><surname>Croft</surname> <given-names>JB</given-names></name></person-group>. <article-title>School start times, sleep, behavioral, health, and academic outcomes: a review of the literature</article-title>. <source>J Sch Health</source>. (<year>2016</year>) <volume>86</volume>:<fpage>363</fpage>&#x2013;<lpage>81</lpage>. doi: <pub-id pub-id-type="doi">10.1111/josh.12388</pub-id>, PMID: <pub-id pub-id-type="pmid">27040474</pub-id></citation></ref>
<ref id="ref58"><label>58.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sowers</surname> <given-names>MF</given-names></name> <name><surname>Zheng</surname> <given-names>H</given-names></name> <name><surname>Kravitz</surname> <given-names>HM</given-names></name> <name><surname>Matthews</surname> <given-names>K</given-names></name> <name><surname>Bromberger</surname> <given-names>JT</given-names></name> <name><surname>Gold</surname> <given-names>EB</given-names></name> <etal/></person-group>. <article-title>Sex steroid hormone profiles are related to sleep measures from polysomnography and the Pittsburgh sleep quality index</article-title>. <source>Sleep</source>. (<year>2008</year>) <volume>31</volume>:<fpage>1339</fpage>&#x2013;<lpage>49</lpage>. PMID: <pub-id pub-id-type="pmid">18853931</pub-id></citation></ref>
<ref id="ref59"><label>59.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hrozanova</surname> <given-names>M</given-names></name> <name><surname>Kl&#x00F6;ckner</surname> <given-names>CA</given-names></name> <name><surname>Sandbakk</surname> <given-names>&#x00D8;</given-names></name> <name><surname>Pallesen</surname> <given-names>S</given-names></name> <name><surname>Moen</surname> <given-names>F</given-names></name></person-group>. <article-title>Sex differences in sleep and influence of the menstrual cycle on women's sleep in junior endurance athletes</article-title>. <source>PLoS One</source>. (<year>2021</year>) <volume>16</volume>:<fpage>e0253376</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0253376</pub-id>, PMID: <pub-id pub-id-type="pmid">34138961</pub-id></citation></ref>
<ref id="ref60"><label>60.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>De Martin Topranin</surname> <given-names>V</given-names></name></person-group>. <article-title>The influence of menstrual-cycle phase on measures of recovery status in endurance athletes: the female endurance athlete project</article-title>. <source>Int J Sports Physiol Perform</source>. (<year>2023</year>) <volume>18</volume>:<fpage>1296</fpage>&#x2013;<lpage>303</lpage>. doi: <pub-id pub-id-type="doi">10.1123/ijspp.2022-0325</pub-id>, PMID: <pub-id pub-id-type="pmid">37726100</pub-id></citation></ref>
<ref id="ref61"><label>61.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>W</given-names></name> <name><surname>Bourgeois</surname> <given-names>T</given-names></name> <name><surname>Klima</surname> <given-names>J</given-names></name> <name><surname>Berlan</surname> <given-names>ED</given-names></name> <name><surname>Fischer</surname> <given-names>AN</given-names></name> <name><surname>O'Brien</surname> <given-names>SH</given-names></name></person-group>. <article-title>Iron deficiency and fatigue in adolescent females with heavy menstrual bleeding</article-title>. <source>Haemophilia</source>. (<year>2013</year>) <volume>19</volume>:<fpage>225</fpage>&#x2013;<lpage>30</lpage>. doi: <pub-id pub-id-type="doi">10.1111/hae.12046</pub-id>, PMID: <pub-id pub-id-type="pmid">23106971</pub-id></citation></ref>
<ref id="ref62"><label>62.</label> <citation citation-type="book"><person-group person-group-type="author"><collab id="coll4">World Health Organization</collab></person-group>. <source>Regional Office for South-East, A. Prevention of iron deficiency anaemia in adolescents</source>. <publisher-loc>New Delhi</publisher-loc>: <publisher-name>WHO Regional Office for South-East Asia</publisher-name> (<year>2011</year>).</citation></ref>
<ref id="ref63"><label>63.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kobel</surname> <given-names>S</given-names></name> <name><surname>Wartha</surname> <given-names>O</given-names></name> <name><surname>Dreyhaupt</surname> <given-names>J</given-names></name> <name><surname>Kettner</surname> <given-names>S</given-names></name> <name><surname>Steinacker</surname> <given-names>JM</given-names></name></person-group>. <article-title>Cross-sectional associations of objectively assessed sleep duration with physical activity, BMI and television viewing in German primary school children</article-title>. <source>BMC Pediatr</source>. (<year>2019</year>) <volume>19</volume>:<fpage>54</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12887-019-1429-3</pub-id>, PMID: <pub-id pub-id-type="pmid">30744602</pub-id></citation></ref>
<ref id="ref64"><label>64.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hackney</surname> <given-names>JE</given-names></name> <name><surname>Weaver</surname> <given-names>TE</given-names></name> <name><surname>Pack</surname> <given-names>AI</given-names></name></person-group>. <article-title>Health literacy and sleep disorders: a review</article-title>. <source>Sleep Med Rev</source>. (<year>2008</year>) <volume>12</volume>:<fpage>143</fpage>&#x2013;<lpage>51</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.smrv.2007.07.002</pub-id>, PMID: <pub-id pub-id-type="pmid">18222098</pub-id></citation></ref>
<ref id="ref65"><label>65.</label> <citation citation-type="journal"><person-group person-group-type="author"><name><surname>Buja</surname> <given-names>A</given-names></name> <name><surname>Rabensteiner</surname> <given-names>A</given-names></name> <name><surname>Sperotto</surname> <given-names>M</given-names></name> <name><surname>Grotto</surname> <given-names>G</given-names></name> <name><surname>Bertoncello</surname> <given-names>C</given-names></name> <name><surname>Cocchio</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Health literacy and physical activity: a systematic review</article-title>. <source>J Phys Act Health</source>. (<year>2020</year>) <volume>17</volume>:<fpage>1259</fpage>&#x2013;<lpage>74</lpage>. doi: <pub-id pub-id-type="doi">10.1123/jpah.2020-0161</pub-id></citation></ref>
</ref-list>
</back>
</article>