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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychiatry</journal-id>
<journal-title>Frontiers in Psychiatry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychiatry</abbrev-journal-title>
<issn pub-type="epub">1664-0640</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyt.2020.00081</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychiatry</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Systematic Review of Meta-Analyses: Exercise Effects on Depression in Children and Adolescents</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wegner</surname>
<given-names>Mirko</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/199375"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Amatriain-Fern&#xe1;ndez</surname>
<given-names>Sandra</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/783406"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kaulitzky</surname>
<given-names>Andrea</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/915670"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Murillo-Rodriguez</surname>
<given-names>Eric</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/6611"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Machado</surname>
<given-names>Sergio</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/117257"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Budde</surname>
<given-names>Henning</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/199077"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Institute of Sport Science, Humboldt-Universit&#xe4;t zu Berlin</institution>, <addr-line>Berlin</addr-line>, <country>Germany</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Faculty of Sport Sciences and Physical Education, University of A Coru&#xf1;a</institution>, <addr-line>A Coru&#xf1;a</addr-line>, <country>Spain</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Faculty of Human Sciences, Department of Pedagogy, Medical School Hamburg</institution>, <addr-line>Hamburg</addr-line>, <country>Germany</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>School of Medicine, Anahuac Mayab University, M&#xe9;rida</institution>, <addr-line>Yucat&#xe1;n</addr-line>, <country>Mexico</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Laboratory of Physical Activity Neuroscience, Physical Activity Sciences Postgraduate Program, Salgado de Oliveira University</institution>, <addr-line>Nitero&#x301;i</addr-line>, <country>Brazil</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: &#xc9;ric Laurent, Universit&#xe9; Bourgogne Franche-Comt&#xe9;, France</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Serge Brand, University Psychiatric Clinic Basel, Switzerland; Joana Jaureguizar, University of the Basque Country, Spain</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Mirko Wegner, <email xlink:href="mailto:mirko.wegner@hu-berlin.de">mirko.wegner@hu-berlin.de</email>; Sandra Amatriain-Fern&#xe1;ndez, <email xlink:href="mailto:sandra.amatriain@udc.es">sandra.amatriain@udc.es</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Psychopathology, a section of the journal Frontiers in Psychiatry</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>06</day>
<month>03</month>
<year>2020</year>
</pub-date>
<pub-date pub-type="collection">
<year>2020</year>
</pub-date>
<volume>11</volume>
<elocation-id>81</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>10</month>
<year>2019</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>01</month>
<year>2020</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2020 Wegner, Amatriain-Fern&#xe1;ndez, Kaulitzky, Murillo-Rodriguez, Machado and Budde</copyright-statement>
<copyright-year>2020</copyright-year>
<copyright-holder>Wegner, Amatriain-Fern&#xe1;ndez, Kaulitzky, Murillo-Rodriguez, Machado and Budde</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>
<title>Background</title>
<p>Depression is a common threat to children and adolescents in terms of affecting psychosocial development and increasing their risk of suicide. Apart from conventional treatments for depression, physical exercise has become a promising alternative. This paper aims to systematically review the existing meta-analyses that focus on the impact of physical exercise on clinical and nonclinical depression in children and adolescents.</p>
</sec>
<sec>
<title>Methods</title>
<p>A systematic literature search was conducted using PsycINFO, PsycARTICLES, MedLine, PubMed, and hand searching. Risk of bias analysis, effect sizes calculations, and evaluation of the methodological characteristics (AMSTAR 2) were carried out.</p>
</sec>
<sec>
<title>Results</title>
<p>Four meta-analyses met the inclusion criteria. After analysing the overlap, the total sample contained 30 single studies (mostly including gender mixed samples) and 2,110 participants (age range 5&#x2013;20 years). The medium duration of the interventions was 11.5 weeks. The sessions had a medium length of 41 min, and the frequency of implementation was three sessions per week. The most implemented intervention type was aerobic exercise, while control groups mainly continued with their regular routine, among other related options. The overall mean effect of physical exercise on depression was medium (<italic>d</italic> = &#x2212;0.50). The additional analysis in clinically depressed samples documented a small to medium mean effect (<italic>d</italic> = &#x2212;0.48) in favor of the intervention.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>The small to medium but consistently positive effects that were found in the present study place physical exercise as a promising and helpful alternative for children and adolescents with clinical and nonclinical depression. The limited literature focused on children and adolescents in comparison with adult samples points to the need for further research.</p>
</sec>
</abstract>
<kwd-group>
<kwd>depression</kwd>
<kwd>physical exercise</kwd>
<kwd>intervention</kwd>
<kwd>children</kwd>
<kwd>adolescents</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="83"/>
<page-count count="12"/>
<word-count count="6015"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Depressive symptoms and clinically relevant depressive disorders are a common threat to the mental health of children and adolescents (<xref ref-type="bibr" rid="B1">1</xref>). Depression is the leading cause of several diseases and disabilities in these age groups, which is why research on this topic should be intensified (<xref ref-type="bibr" rid="B2">2</xref>). Depression has multiple levels of severity (mild, moderate, or severe). It may appear as a single symptom of sadness, dejected mood or a complex of other symptoms described below. Depression in a nosological sense is diagnosed when a specific combination of symptoms occur over a definite period of time and with a particular intensity (<xref ref-type="bibr" rid="B3">3</xref>). The DSM-V (Diagnostic and Statistical Manual of Mental Disorders) defines major depression as having five or more symptoms over a period of two weeks (<xref ref-type="bibr" rid="B4">4</xref>). Symptoms include depressed or irritable mood, diminished interest or pleasure, insomnia or hypersomnia, psychomotor agitation or retardation, fatigue or loss of energy, feelings of worthlessness or inappropriate guilt, diminished ability to concentrate, recurrent thoughts of death, suicidal ideation with or without a specific plan or a suicide attempt. A persistent depressive disorder (dysthymia) is diagnosed when depressive symptoms are present for most days over at least one year. Compared to major depression, the symptoms are milder (<xref ref-type="bibr" rid="B4">4</xref>).</p>
<p>Common interventions against depression are pharmacological treatments and psychotherapy (<xref ref-type="bibr" rid="B5">5</xref>). Selective serotonin reuptake inhibitors (SSRI) are common interventions for clinical depression, however, side effects like weight gain, increases in blood pressure, and impairment of sexual functions are experienced (<xref ref-type="bibr" rid="B6">6</xref>). Furthermore, the effectiveness of antidepressants was questioned by placebo-controlled clinical trials showing only a small effect size (<xref ref-type="bibr" rid="B7">7</xref>). Psychological and pharmacological therapies had similar efficacies in the treatment of depressive disorders (<xref ref-type="bibr" rid="B8">8</xref>). However, active medication had a small but significant contribution to the overall efficacy of combined treatments (<xref ref-type="bibr" rid="B9">9</xref>). One review directly compared typical treatments using seven meta-analyses (with a total of 53 studies) for seven major types of psychological treatment for mild to moderate adult depression (cognitive-behavior therapy, nondirective supportive treatment, behavioral activation treatment, psychodynamic treatment, problem-solving therapy, interpersonal psychotherapy, and social skills training). There was no indication that one of the treatments was more or less efficacious, with the exceptions of interpersonal psychotherapy (which was more effective; <italic>d</italic> = 0.20) and nondirective supportive treatment (which was less effective than the other treatments; <italic>d</italic> = &#x2212;0.13) (<xref ref-type="bibr" rid="B8">8</xref>). New avenues to treat major depressive disorders in adults are offered such as ketamine (<xref ref-type="bibr" rid="B10">10</xref>), nutritional interventions such as thiamine (<xref ref-type="bibr" rid="B11">11</xref>), and omega-3-polyunsaturated fatty acids (<xref ref-type="bibr" rid="B12">12</xref>&#x2013;<xref ref-type="bibr" rid="B15">15</xref>) as well as neuromodulation (<xref ref-type="bibr" rid="B16">16</xref>).</p>
<p>Following the same profile as the SSRI fluoxetine, animal studies indicated that physical exercise training could be a useful tool in preventing and treating depressive disorders (<xref ref-type="bibr" rid="B17">17</xref>). This easy to apply and cheap intervention is an effective intervention against depression (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>) with similar effectiveness compared to other forms of treatment in adult humans (<xref ref-type="bibr" rid="B20">20</xref>) plus it also provides positive side effects (<xref ref-type="bibr" rid="B21">21</xref>).</p>
<p>Adult samples dominate this field of research (<xref ref-type="bibr" rid="B22">22</xref>) but age seems to have a significant impact on the effect of exercise on depression (<xref ref-type="bibr" rid="B23">23</xref>). Early childhood onset of depression increases chances for depression later in life and has a negative impact on psychosocial development (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>). For example, it has been shown that higher order cortical development is dependent on the development of lower order cortical regions (<xref ref-type="bibr" rid="B26">26</xref>). We are going to sum up the current literature dealing with the exercise effects on depression in children and adolescents in the following paragraph.</p>
<sec id="s1_1">
<title>Characteristics of Depression in Children and Adolescents</title>
<p>The World Health Organization defines adolescence as the stage between 10 and 19 years of age (<xref ref-type="bibr" rid="B27">27</xref>). The American Academy of Pediatrics extended this stage to 21 years with the so-called late adolescence (<xref ref-type="bibr" rid="B28">28</xref>). This paper follows the extended definition.</p>
<p>Depression is one of the most common mental disorders in children and adolescents. According to a meta-analysis carried out by Costello, Erkanli (<xref ref-type="bibr" rid="B1">1</xref>) including studies from around the world, the estimated prevalence in young children (under 13) is 2.8%. Furthermore, 5.6% of all adolescents (13 to 18 years) suffer from depression, and the number of female patients (5.9%) is higher than the number of male patients (4.6%). In the National Comorbidity Replication study it was shown that mental health disorders' onset (like depression) peaks at the age of 14 years (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>). According to the WHO, depression and anxiety disorders are among the top five causes of overall disease burden among children and adolescents in Europe (<xref ref-type="bibr" rid="B31">31</xref>). Depressive symptoms and clinically relevant depressive disorders in young children can have a huge negative impact on the psychosocial development of the individual and can increase the risk of suicide (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B25">25</xref>). Suicide is the third most common cause of death in adolescents (<xref ref-type="bibr" rid="B2">2</xref>). In general, depression is associated with a shorter lifespan (<xref ref-type="bibr" rid="B32">32</xref>).</p>
<p>Although psychological disorders in children and adolescents have not dramatically increased over the past decades for girls there seems to be a significant change in the prevalence of depression compared to earlier decades (<xref ref-type="bibr" rid="B33">33</xref>). This sex difference, however, seems not to appear before the end of Tanner stage III, suggesting hormones being involved in the pathophysiology of this disorder (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B34">34</xref>). The average duration of a major depressive episode in children is 7 to 9 months (<xref ref-type="bibr" rid="B35">35</xref>), while 90% of children with depression recover from such an episode (<xref ref-type="bibr" rid="B36">36</xref>). In some cases, depression has a chronic progression that reduces the likelihood of therapy success (<xref ref-type="bibr" rid="B25">25</xref>). Furthermore, every single depressive episode increases the risk of recurrence (<xref ref-type="bibr" rid="B37">37</xref>).</p>
<p>In the treatment of mild and moderate depressive symptoms in children and adolescents, nonpharmacological approaches such as psychotherapy play a major role. A 2006 meta-analysis found modest benefits for psychotherapy versus control (<xref ref-type="bibr" rid="B38">38</xref>) which was confirmed by Eckshtain, Kuppens (<xref ref-type="bibr" rid="B39">39</xref>) with effects being significantly larger for interpersonal therapy (<xref ref-type="bibr" rid="B40">40</xref>) than for cognitive behavioral therapy (CBT). A network meta-analysis (NMA) of youth depression treatment and prevention studies, conducted by Zhou, Hetrick (<xref ref-type="bibr" rid="B41">41</xref>), found only CBT and IPT to be significantly more beneficial than most control conditions. A severe symptomatology may demand a combination with antidepressants. A study conducted with adolescents by Foster and Mohler-Kuo (<xref ref-type="bibr" rid="B42">42</xref>) found that the combination of cognitive-behavioral therapy and fluoxetine was more effective than drug therapy alone. The SSRI fluoxetine is the first-choice medication for the treatment of juvenile depression. As second-choice antidepressants the SSRIs sertraline, escitalopram, and citalopram might be used (<xref ref-type="bibr" rid="B43">43</xref>). Side effects of a pharmacotherapy in adolescents are comparable to those in adults including sedation, agitation, weight gain, sleep problems, vegetative symptoms, and sexual dysfunction (<xref ref-type="bibr" rid="B43">43</xref>). Electroconvulsive therapy use in adolescents is considered a highly efficient option for treating depression, achieving high remission rates, and presenting few and relatively benign adverse effects. Risks can be mitigated by the correct use of the technique and are considered minimal when compared to the efficiency of ECT in treating psychopathologies (<xref ref-type="bibr" rid="B44">44</xref>).</p>
<p>Preliminary results also suggest repetitive transcranial magnetic stimulation as an effective and well tolerated antidepressant treatment for adolescents with treatment resistant depressive symptomology (<xref ref-type="bibr" rid="B45">45</xref>).</p>
</sec>
<sec id="s1_2">
<title>Physical Exercise and its Beneficial Impact on Health</title>
<p>It has been already demonstrated that physical exercise as well as physical activity can cause benefits at both, physical and mental level (<xref ref-type="bibr" rid="B46">46</xref>&#x2013;<xref ref-type="bibr" rid="B48">48</xref>). Physical activity interventions have shown to be efficient not only to produce therapeutic benefits when implemented solely or as a part of a treatment for mental disorders, but also to prevent or delay the appearance of mental disorders (<xref ref-type="bibr" rid="B49">49</xref>). Additionally, physical exercise was found to be effective in treating symptoms and in reducing the mortality related to major depression (<xref ref-type="bibr" rid="B32">32</xref>). As this review discusses, meta-analyses on the depression-reducing effect of exercise in children and adolescents (<xref ref-type="bibr" rid="B50">50</xref>&#x2013;<xref ref-type="bibr" rid="B53">53</xref>) so far suggest small to medium effects in this age group. Further moderating variables (e.g., dose specificity) could not be identified so far (<xref ref-type="bibr" rid="B51">51</xref>) although study quality and participants' characteristics (e.g. overweights as targets) seem to affect results (<xref ref-type="bibr" rid="B50">50</xref>). Several mechanisms have been suggested as responsible for the positive effects of exercise on depression including changes in HPA axis activity, mononamine levels, and neurotrophic growth factors as well as the adaptation of different neural structures [for an overview see Wegner, Helmich (<xref ref-type="bibr" rid="B19">19</xref>)].</p>
<p>Along with antidepressant drugs and psychotherapy, physical exercise is a promising option to treat depression. However, in reports exercise is often used synonymously with physical activity (<xref ref-type="bibr" rid="B54">54</xref>), which can be misleading. Physical activity is an umbrella term that includes sub-categories such as sports, leisure activities, dance, and physical exercise (<xref ref-type="bibr" rid="B55">55</xref>). The American College of Sports Medicine (<xref ref-type="bibr" rid="B56">56</xref>) defines physical activity as any bodily movement produced by the contraction of skeletal muscles that results in a substantial increase in caloric requirements over resting energy expenditure. Physical exercise, the concept of interest in this article, is characterised as a training exercise intervention that is planned and structured, repetitive and purposeful, leading to a change in fitness (<xref ref-type="bibr" rid="B54">54</xref>). We think that interventions can only run by exercise not by physical activity. Therefore, it can be said that physical exercise is always physical activity, but physical activity is not necessarily physical exercise. Nevertheless, we also included physical activity to our search because the use of exercise as an intervention for the treatment of mental health diseases is still used vaguely (<xref ref-type="bibr" rid="B57">57</xref>).</p>
<p>This article aims to evaluate whether children and adolescents with depression benefit in the same way from physical exercise training as adults do. The relief of depressive symptoms in both clinical and nonclinical samples was analysed.</p>
</sec>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="s2_1">
<title>Protocol and Registration</title>
<p>The protocol of this systematic review was registered on July 20, 2018 in PROSPERO (International prospective register of systematic reviews) at <uri xlink:href="http://www.crd.york.ac.uk">www.crd.york.ac.uk</uri> under the PROSPERO-ID CRD42018100357.</p>
</sec>
<sec id="s2_2">
<title>Eligibility Criteria</title>
<p>To determine if a meta-analysis was appropriate for this article the single studies included had to fulfill the eligibility criteria displayed in <xref ref-type="table" rid="T1">
<bold>Table 1</bold>
</xref>. In order to structure the eligibility criteria, the PICOS approach (<xref ref-type="bibr" rid="B58">58</xref>) was used by implementing five categories: population, intervention, comparator, outcome, and study design. Only meta-analyses, including longitudinal studies with control groups, were considered for inclusion. Their results are usually put in relation to a baseline collected at the beginning of the study, which allows a comprehensive understanding of the degree and direction of change over time (<xref ref-type="bibr" rid="B59">59</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table 1</label>
<caption>
<p>Eligibility criteria by category (PICOS).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Category</th>
<th valign="top" align="left">Eligibility criteria</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Population</td>
<td valign="top" align="left">Children and adolescents (&#x2264;21 years) with<break/>a) a clinical diagnosis of depression diagnosed using clinical recognized diagnostic criteria or<break/>b) depression or depressive symptoms assessed using any recognized diagnostic criteria</td>
</tr>
<tr>
<td valign="top" align="left">Intervention</td>
<td valign="top" align="left">Intervention consisting of physical exercise or physical activity</td>
</tr>
<tr>
<td valign="top" align="left">Comparator</td>
<td valign="top" align="left">Control group</td>
</tr>
<tr>
<td valign="top" align="left">Outcome</td>
<td valign="top" align="left">Benefits of physical exercise/activity<break/>Effect size reported</td>
</tr>
<tr>
<td valign="top" align="left">Study design</td>
<td valign="top" align="left">Randomized controlled trials, cluster randomized controlled trials, controlled trials, longitudinal studies</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Furthermore, the meta-analyses had to be published in a peer-reviewed journal and in the English language. All limitations were set before the literature search was conducted.</p>
</sec>
<sec id="s2_3">
<title>Search Strategy</title>
<p>A wide literature search strategy was developed using keywords and Medical Subject Headings from four categories: population, outcome, intervention type, and study design (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material Table S1</bold>
</xref>). The search terms from each category were combined in order to locate all relevant literature using the following databases: PsycINFO (EBSCO Interface), PsycARTICLES (EBSCO Interface), MEDLINE (via PubMed) and PubMed. The search was last conducted December 12, 2019.</p>
</sec>
<sec id="s2_4">
<title>Study Selection</title>
<p>The selection of meta-analyses was carried out independently by two researchers. Any disagreement between them was solved through discussion with a third reviewer. After deleting duplicates, the relevant articles were selected by screening the titles and examining the abstracts. Full-text articles were retrieved and scanned when abstracts did not provide sufficient data.</p>
</sec>
<sec id="s2_5">
<title>Data Extraction</title>
<p>For each of the included meta-analyses the following data was extracted independently by two researchers: Information about the included single studies (design, sample size, sample characteristics, depression assessment, intervention characteristics, control group characteristics) and information about the meta-analyses (risk of bias analysis, effect sizes, methodological characteristics). A data extraction form was used.</p>
</sec>
<sec id="s2_6">
<title>Quality Assessment</title>
<p>All contained meta-analyses performed a risk of bias analysis to assess the quality of the included single studies. Additionally, they focused on publication biases. In order to compare the data, the quality analyses were extracted and examined. To assess the methodological quality of the included systematic reviews with meta-analyses, the AMSTAR 2 checklist (a measurement tool to assess the methodological quality of systematic reviews) (<xref ref-type="bibr" rid="B60">60</xref>) was filled out independently by three researchers.</p>
</sec>
<sec id="s2_7">
<title>Effect Size Calculations</title>
<p>In all meta-analyses included, the standardized mean difference (<italic>SMD</italic> = <italic>M<sub>1</sub>
</italic> &#x2013; <italic>M<sub>2</sub>
</italic>/<italic>SD<sub>pooled</sub>
</italic>) was used as the measure for effect size. The reported effect sizes of each one of the included meta-analyses were combined and a general effect size was calculated and discussed.</p>
</sec>
<sec id="s2_8">
<title>Additional Analysis</title>
<p>A subgroup analysis regarding the effect size for only clinical samples was carried out, understanding clinical samples as those including participants in treatment for a depressive-related disorder or with a formal diagnosis of a depressive disorder. Therefore, the single studies within the selected meta-analyses which examined clinical participants were extracted, the overlap studied, and the effect size calculated. Regarding the assessment of heterogeneity, a visual inspection of the forest plot and the I<sup>2</sup> value was made. According to the interpretation guide provided by Higgins and Green (<xref ref-type="bibr" rid="B61">61</xref>), while I<sup>2</sup> test results ranging from 0% to 40% might not report relevant heterogeneity levels, results from 30% to 60% may indicate moderate heterogeneity and between 50% and 90% substantial heterogeneity.</p>
<p>Potential publication bias was evaluated using a funnel plot. All statistical analysis and calculations were performed using the Review Manager (RevMan) software (<xref ref-type="bibr" rid="B62">62</xref>).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Study Selection</title>
<p>A total of 1,941 studies were identified in the literature search process to seek out systematic reviews with meta-analysis focused in this field. After removing duplicates, two independent researchers reviewed 1,152 titles and abstracts. Any discrepancy between researchers was discussed with a third reviewer. A consensus was reached and ended in a total of 23 potentially relevant studies. Those 23 studies were reviewed in full text. Four studies met the eligibility criteria and were included in this review (<xref ref-type="bibr" rid="B50">50</xref>&#x2013;<xref ref-type="bibr" rid="B53">53</xref>) (for more information see the Flow chart of the selection process, <xref ref-type="fig" rid="f1">
<bold>Figure 1</bold>
</xref>). A table with the excluded studies can be found as <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material Table S2</bold>
</xref>.</p>
<fig id="f1" position="float">
<label>Figure 1</label>
<caption><p>Flow chart of the selection process.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-11-00081-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<title>Study Characteristics</title>
<p>The general characteristics information of the four meta-analyses included were extracted by two reviewers using a data extraction form and were summarized in <xref ref-type="table" rid="T2">
<bold>Table 2</bold>
</xref>.</p>
<table-wrap id="T2" position="float">
<label>Table 2</label>
<caption>
<p>General characteristics of included meta-analyses.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top">Authors</th>
<th valign="top" align="center">Studies</th>
<th valign="top" align="center">Sample</th>
<th valign="top" align="center">Age</th>
<th valign="top" align="center">Design</th>
<th valign="top" align="center">Population</th>
<th valign="top" align="center">Depression measurement</th>
<th valign="top" align="center">Intervention</th>
<th valign="top" align="center">Control group</th>
<th valign="top" align="center">Effect Size</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Larun et al. (<xref ref-type="bibr" rid="B52">52</xref>)</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">1,191</td>
<td valign="top" align="center">11 &#x2013; 19 years</td>
<td valign="top" align="left">RCTs</td>
<td valign="top" align="left">General population; at-risk; in treatment.<break/>(with or without CD)</td>
<td valign="top" align="left">BDI; HADS; RADS; POMS; MAACL; CDI.</td>
<td valign="top" align="left">Fitness training<break/>-walking, running, aerobics- (n=4); weight training (n=1).<break/>Length and frequency:<break/>From 6 to 40 weeks.</td>
<td valign="top" align="left">Yes: children on a waiting list, a nonintervention group, a low intensity exercise group or a psychosocial intervention group.</td>
<td valign="top" align="center">&#x2212;0.66</td>
</tr>
<tr>
<td valign="top" align="left">Brown et al. (<xref ref-type="bibr" rid="B50">50</xref>)</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">581</td>
<td valign="top" align="center">5 &#x2013; 19 years</td>
<td valign="top" align="left">5 RCTs<break/>2 CTs<break/>1 CRCT<break/>1 QES</td>
<td valign="top" align="left">General population; at-risk for depression; overweigh; criminally institutionalized youth offenders; low socioeconomic status.<break/>(without CD)</td>
<td valign="top" align="left">BDI; CDI; POMS; HADS; SMFQ-SF, MAACL; RCDS.</td>
<td valign="top" align="left">Aerobic exercise (n=6); health education, sport and physical education lessons (n=2); yoga and mindfulness (n=1).<break/>Length and frequency: From 9 to 40 weeks; between 20 and 90 min per session; 2&#x2013;5 days per week.</td>
<td valign="top" align="left">Yes; without intervention.</td>
<td valign="top" align="center">&#x2212;0.26</td>
</tr>
<tr>
<td valign="top" align="left">Carter et al. (<xref ref-type="bibr" rid="B53">53</xref>)</td>
<td valign="top" align="center">8 (out of 11) are eligible for meta-analysis</td>
<td valign="top" align="center">445</td>
<td valign="top" align="center">13 &#x2013; 17 years</td>
<td valign="top" align="left">RCTs</td>
<td valign="top" align="left">General population (n=5); moderate depression from an &#x201c;at risk&#x201d; population in a juvenile delinquent institution (n=1); clinical sample (n=5).<break/>(with or without CD)</td>
<td valign="top" align="left">BASC-2; BDI; BYI-II; CBT; CDI; CDRS- R; HADS; MDD; HAMD; SCL-90- R.</td>
<td valign="top" align="left">Some form of aerobic; resistance; or strength training.<break/>Length and frequency: From 6 to 40 weeks; between 15 and 90 min per session; 3 times per week (the majority).</td>
<td valign="top" align="left">Yes: the usual exercise routine as a control (n=4); equivalent conditions to the intervention group (n=4); no-treatment control condition (n=2); usual psychiatric treatment (n=1).</td>
<td valign="top" align="center">&#x2212;0.48</td>
</tr>
<tr>
<td valign="top" align="left">Radovic et al. (<xref ref-type="bibr" rid="B51">51</xref>)</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">297</td>
<td valign="top" align="center">12 &#x2013; 18 years</td>
<td valign="top" align="left">5 RCTs<break/>3 CTs</td>
<td valign="top" align="left">Clinical (n=3) and no clinical (n=5) depressed samples.<break/>(with or without CD)</td>
<td valign="top" align="left">BDI; CDRS- R; CESD; HAMD.</td>
<td valign="top" align="left">Aerobic exercise (n=6); mixed aerobic exercise and sports training (n=1); mixed aerobic and resistance exercise (n=1).<break/>Length and frequency: From 4 to 20 weeks; between 25 and 90 min per session; 2&#x2013;5 sessions per week.</td>
<td valign="top" align="left">Yes: a lower dose of exercise group; psychosocial rehabilitation program for young offenders; resistance exercise; no treatment; nutrition sessions; engagement in the regular daily activities in a residential facility.</td>
<td valign="top" align="center">&#x2212;0.61</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>BASC-2, Behavior Assessment System for Children, Second Edition; BDI, Beck Depression Inventory; BYI-II, Beck Youth Inventory Second Edition; CBT, cognitive behavioral therapy; CD, clinical depression; CDI, Children's Depression Inventory; CDRS-R, Children's Depression Rating, Scale Revised; CESD, Center for Epidemiological Studies Depression Scale; CRCT, cluster randomized controlled trial; CTs, controlled trials; HADS, hospital anxiety and depression inventory; HAMD, Hamilton Depression Rating Scale; MAACL, the multiple adjective check list; POMS, profile of mood states; MDD, major depressive disorder; n, number of single studies; QES, quasi-experimental study; RADS, Reynold's adolescent depression scale; RCDS, Reynolds child depression scale; SCL-90-R, Symptom Check List-90-Revision; RCTs, randomized controlled trials; SMFQ-SF, short mood and feelings questionnaire.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_3">
<title>Methodological Characteristics</title>
<p>Of the four meta-analyses included, only two included RCTs (<xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B53">53</xref>). The other two meta-analyses included RCTs and also other study designs of lower quality. Radovic, Gordon (<xref ref-type="bibr" rid="B51">51</xref>) included five RCTs and three controlled trials (CTs). The meta-analysis of Brown, Pearson (<xref ref-type="bibr" rid="B50">50</xref>) covered five RCTs, two CTs, one cluster randomized CT (CRCT) and one quasi-experimental study (QES).</p>
<p>Several questionnaires for reporting depression outcome measures were included in the single studies. The Beck Depression Inventory (BDI) (<xref ref-type="bibr" rid="B63">63</xref>) was by far the most frequently used one. The existence of control groups is reported in the four meta-analyses (<xref ref-type="bibr" rid="B50">50</xref>&#x2013;<xref ref-type="bibr" rid="B53">53</xref>). Their nature varied between single studies: without intervention, on a waiting list, low intensity exercise, or the usual exercise routine, among others (<xref ref-type="table" rid="T2">
<bold>Table 2</bold>
</xref>).</p>
</sec>
<sec id="s3_4">
<title>Intervention Characteristics</title>
<p>The type of intervention differed between single studies. In three of the four included meta-analyses (<xref ref-type="bibr" rid="B50">50</xref>&#x2013;<xref ref-type="bibr" rid="B52">52</xref>), aerobic exercise was the most used intervention. Carter, Morres (<xref ref-type="bibr" rid="B53">53</xref>) also included articles using some form of aerobic and/or resistance/strength training in the intervention. Within the single studies, the duration of the interventions varied from 4 to 40 weeks. In the meta-analysis of Radovic, Gordon (<xref ref-type="bibr" rid="B51">51</xref>), the maximum duration was only 20 weeks, whereas the minimum in Brown, Pearson (<xref ref-type="bibr" rid="B50">50</xref>) was at least 9 weeks. The approximated medium duration of all of the interventions was 11.5 weeks.</p>
<p>Regarding the frequency of the interventions, Brown, Pearson (<xref ref-type="bibr" rid="B50">50</xref>) and Radovic, Gordon (<xref ref-type="bibr" rid="B51">51</xref>) included single studies with a frequency of 2 to 5 days per week. In Carter, Morres (<xref ref-type="bibr" rid="B53">53</xref>) and Larun, Nordheim (<xref ref-type="bibr" rid="B52">52</xref>), the majority of studies included three sessions per week. In general, the mostly adopted frequency of implementation was three times per week. The duration of the exercise interventions varied between 5 and 90 min per session. The minimum of min was included by Larun, Nordheim (<xref ref-type="bibr" rid="B52">52</xref>). Carter, Morres (<xref ref-type="bibr" rid="B53">53</xref>) also included single studies with a minimum duration of 15 min only, whereas the other meta-analyses included minimums of 20 or 25 min. The maximum of a 90-min intervention was shared by all meta-analyses. The approximated medium duration of sessions was 41 min.</p>
</sec>
<sec id="s3_5">
<title>Participants Characteristics</title>
<p>The number of participants included in each meta-analysis varied according to the sample size of the single studies. Larun, Nordheim (<xref ref-type="bibr" rid="B52">52</xref>) had the largest sample. They included 16 studies and reported 1,191 subjects. The smallest sample was found in Radovic, Gordon (<xref ref-type="bibr" rid="B51">51</xref>), with eight studies and 297 subjects. Brown, Pearson (<xref ref-type="bibr" rid="B50">50</xref>) integrated nine single studies and a total of 581 subjects. Carter, Morres (<xref ref-type="bibr" rid="B53">53</xref>) used eleven single studies, although only eight of them (including 445 subjects) were eligible for their meta-analysis. Those numbers led to a total of 41 single studies and 2,514 subjects as a base for this analysis.</p>
<p>The overlap of single studies within the four analyzed meta-analyses (<xref ref-type="table" rid="T3">
<bold>Table 3</bold>
</xref>) caused a reduction to a final number of 30 single studies and 2,110 subjects for this review. The number of participants reported from each meta-analysis regarding the single studies did not always match. Some took the starting sample while others selected the final sample after drop outs. In this article, the latter was reported. This can be seen with the example of a single study (<xref ref-type="bibr" rid="B64">64</xref>) which was included in the four selected meta-analyses for this review (<xref ref-type="bibr" rid="B50">50</xref>&#x2013;<xref ref-type="bibr" rid="B53">53</xref>). Two of the meta-analyses (<xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B52">52</xref>) reported a sample size of 43 participants whereas Carter, Morres (<xref ref-type="bibr" rid="B53">53</xref>) reported 60 participants and Brown, Pearson (<xref ref-type="bibr" rid="B50">50</xref>) reported 30 participants. In the original article (<xref ref-type="bibr" rid="B64">64</xref>) 60 subjects started the program (30 control group; 30 experimental group). However, only 23 subjects of the experimental group and 20 of the control group completed the whole study, giving a final sample of 43 participants.</p>
<table-wrap id="T3" position="float">
<label>Table 3</label>
<caption>
<p>Overlap of single studies.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Larun et al. (<xref ref-type="bibr" rid="B52">52</xref>)</th>
<th valign="top" align="left">Brown et al. (<xref ref-type="bibr" rid="B50">50</xref>)</th>
<th valign="top" align="left">Carter et al. (<xref ref-type="bibr" rid="B53">53</xref>)</th>
<th valign="top" align="left">Radovic et al. (<xref ref-type="bibr" rid="B51">51</xref>)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Hilyer et&#xa0;al. (<xref ref-type="bibr" rid="B64">64</xref>)</td>
<td valign="top" align="left">Hilyer et&#xa0;al. (<xref ref-type="bibr" rid="B64">64</xref>)</td>
<td valign="top" align="left">Hilyer et&#xa0;al. (<xref ref-type="bibr" rid="B64">64</xref>)</td>
<td valign="top" align="left">Hilyer et&#xa0;al. (<xref ref-type="bibr" rid="B64">64</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Goodrich, 1984</td>
<td valign="top" align="left">MacMahon &amp; Gross,1987</td>
<td valign="top" align="left">Kanner, (<xref ref-type="bibr" rid="B65">65</xref>)</td>
<td valign="top" align="left">MacMahon &amp; Gross, 1987</td>
</tr>
<tr>
<td valign="top" align="left">Roth &amp; Holmes, 1987</td>
<td valign="top" align="left">Norris et&#xa0;al., 1992</td>
<td valign="top" align="left">Brown et&#xa0;al. (<xref ref-type="bibr" rid="B66">66</xref>)</td>
<td valign="top" align="left">Brown et&#xa0;al. (<xref ref-type="bibr" rid="B66">66</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Berger et&#xa0;al., 1988</td>
<td valign="top" align="left">Annesi, 2005</td>
<td valign="top" align="left">Bonhauser et&#xa0;al., 2005</td>
<td valign="top" align="left">Koniak-Griffin, 1994</td>
</tr>
<tr>
<td valign="top" align="left">Beffert (1994)</td>
<td valign="top" align="left">Bonhauser et&#xa0;al., 2005</td>
<td valign="top" align="left">Jeon et&#xa0;al., 2005</td>
<td valign="top" align="left">Stella et&#xa0;al., 2005</td>
</tr>
<tr>
<td valign="top" align="left">McCann &amp; Holmes, 1984</td>
<td valign="top" align="left">Daley et&#xa0;al., 2006</td>
<td valign="top" align="left">Melnyk et&#xa0;al., 2009</td>
<td valign="top" align="left">Gordon et&#xa0;al., 2010</td>
</tr>
<tr>
<td valign="top" align="left">MacMahon &amp; Gross, 1987</td>
<td valign="top" align="left">Melnyk et&#xa0;al., 2009</td>
<td valign="top" align="left">Roshan et&#xa0;al. (<xref ref-type="bibr" rid="B67">67</xref>)</td>
<td valign="top" align="left">Roshan et&#xa0;al. (<xref ref-type="bibr" rid="B67">67</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">McArthur &amp; Emes, 1989</td>
<td valign="top" align="left">Petty et&#xa0;al., 2009</td>
<td valign="top" align="left">Khalsa et&#xa0;al., 2012</td>
<td valign="top" align="left">Hughes et&#xa0;al. (<xref ref-type="bibr" rid="B68">68</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Kanner (<xref ref-type="bibr" rid="B65">65</xref>)</td>
<td valign="top" align="left">Mendelson, 2010</td>
<td valign="top" align="left">Hughes et&#xa0;al. (<xref ref-type="bibr" rid="B68">68</xref>)</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Brown et&#xa0;al. (<xref ref-type="bibr" rid="B66">66</xref>)</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Melnyk et&#xa0;al., 2013</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Cohen-Kahn (<xref ref-type="bibr" rid="B69">69</xref>)</td>
<td valign="top" align="left"/>
<td valign="top" align="left">Carter et&#xa0;al. (<xref ref-type="bibr" rid="B70">70</xref>)</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Lau, 2004</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Smith, 1983</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Bonhauser et&#xa0;al., 2005</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Carl, 1984</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Jacobs, 1984</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
<p>The age of the participants ranged between 5 and 20 years. The characteristics of the included populations in each meta-analysis varied from normal population: healthy samples, to at-risk groups: juvenile delinquents, pregnant adolescents, obese children, or clinically depressed populations: with major depressive disorder (MDD), with primary diagnostic of childhood depression and dysthymia or with moderate depressive symptoms.</p>
<p>Three of the included meta-analyses consisted of both clinical and nonclinical samples. Brown, Pearson (<xref ref-type="bibr" rid="B50">50</xref>) did not include clinical samples with regards to understanding a clinical sample as the sample with a formal diagnosed depression using clinical recognized diagnostic criteria. Larun, Nordheim (<xref ref-type="bibr" rid="B52">52</xref>) and Radovic, Gordon (<xref ref-type="bibr" rid="B51">51</xref>) both included three single studies with clinical samples. Carter, Morres (<xref ref-type="bibr" rid="B53">53</xref>) included five studies with clinical samples. Due to the overlap of those 11 studies, six single&#xa0;clinical studies were finally identified.</p>
<p>Two of those six final single studies integrated adolescents with diagnosed major depressive disorder (<xref ref-type="bibr" rid="B67">67</xref>, <xref ref-type="bibr" rid="B68">68</xref>). One study included adolescents with dysthymia and primary diagnosis of conduct disorder (<xref ref-type="bibr" rid="B66">66</xref>). Cohen-Kahn (<xref ref-type="bibr" rid="B69">69</xref>) and Kanner (<xref ref-type="bibr" rid="B65">65</xref>) included psychiatric inpatients. In the second one, the patients had moderate or severe levels of depression. In Carter, Guo (<xref ref-type="bibr" rid="B70">70</xref>), the participants were also receiving a health or social care professional treatment for depression.</p>
</sec>
<sec id="s3_6">
<title>Quality Assessment</title>
<sec id="s3_6_1">
<title>Quality Assessment of Single Studies</title>
<p>All included meta-analyses conducted a risk of bias analysis regarding the single studies. Three of them (<xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B53">53</xref>) used the Delphi method. Larun, Nordheim (<xref ref-type="bibr" rid="B52">52</xref>) used another criterion. According to Radovic, Gordon (<xref ref-type="bibr" rid="B51">51</xref>), six of their eight articles included were of low quality. One study scored five representing moderate quality and another one scored seven representing high quality, with nine being the highest possible rating. Nevertheless, one item was removed from the original Delphi List in two of the meta-analyses. Brown, Pearson (<xref ref-type="bibr" rid="B50">50</xref>) and Carter, Morres (<xref ref-type="bibr" rid="B53">53</xref>) removed the care provider blinding item. According to them, in an exercise intervention it is not possible to allow the therapist blinding. Therefore, Carter, Morres (<xref ref-type="bibr" rid="B53">53</xref>) considered a study to be of high-quality when scoring five and above. Larun, Nordheim (<xref ref-type="bibr" rid="B52">52</xref>) used a different seven-criteria list and analyzed the following items: generation of allocation sequence, concealment of allocation, co-interventions, baseline comparability, intention-to-treat analysis, losses to follow up, and blinding of outcome assessor. None of their included studies were rated as of high quality. The ratings in this case were: for high quality studies needed to fulfill at least six of the criteria; three to five criteria fulfilled equal moderate quality rating; and two or less criteria fulfilled equal a low-quality rating. The overlapping single studies within the four meta-analyses did not necessarily receive the same score in all of the risk of bias evaluations reported by different authors even when using the same assessment tool. This fact reveals the variety of possible interpretations in the valuation with this type of tool.</p>
</sec>
<sec id="s3_6_2">
<title>Quality Assessment of Meta-Analyses</title>
<p>The results obtained with the AMSTAR 2 Checklist (<xref ref-type="bibr" rid="B60">60</xref>) regarding the methodological quality of the meta-analyses are shown as <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material Table S3</bold>
</xref>. The final agreement between the three independent researchers produced the following results: Larun, Nordheim (<xref ref-type="bibr" rid="B52">52</xref>) = moderate quality review; Brown, Pearson (<xref ref-type="bibr" rid="B50">50</xref>) = moderate quality review; Carter, Morres (<xref ref-type="bibr" rid="B53">53</xref>) = moderate quality review; and Radovic, Gordon (<xref ref-type="bibr" rid="B51">51</xref>) = low quality review.</p>
</sec>
</sec>
<sec id="s3_7">
<title>Synthesis of Results</title>
<p>The aim of this article is to systematically review the meta-analyses that focus on the effects of physical exercise interventions on clinical and nonclinical depression in children and adolescents. Therefore, a first calculation of the effect size reported in the four meta-analyses included was carried out. The overlap was not taken into account at this stage.</p>
<p>Following the interpretation guideline according to Cohen's criteria (small <italic>d</italic> = 0.20; medium <italic>d</italic> = 0.50; large <italic>d</italic> = 0.80) (<xref ref-type="bibr" rid="B71">71</xref>), the calculated overall effect size is medium (<italic>d</italic> = &#x2212;0.50).</p>
</sec>
<sec id="s3_8">
<title>Clinical Samples Analysis</title>
<p>An additional analysis with all of the single studies including clinical samples was carried out. The effect size of the physical exercise intervention in clinical depressive subjects was calculated.</p>
<p>After analyzing the overlap between single studies with clinical samples (<xref ref-type="table" rid="T4">
<bold>Table 4</bold>
</xref>), the reported effect sizes were studied. The study of Hughes, Barnes (<xref ref-type="bibr" rid="B68">68</xref>) was included in Carter, Morres (<xref ref-type="bibr" rid="B53">53</xref>) and Radovic, Gordon (<xref ref-type="bibr" rid="B51">51</xref>) reporting different effect sizes. After analyzing the original study, the data of Carter, Morres (<xref ref-type="bibr" rid="B53">53</xref>) were used because the same results (<italic>d</italic> = &#x2212;0.69) were reached. Radovic, Gordon (<xref ref-type="bibr" rid="B51">51</xref>) reported an effect size of <italic>d</italic> = &#x2212;0.54. However, Carter, Morres (<xref ref-type="bibr" rid="B53">53</xref>) and Radovic, Gordon (<xref ref-type="bibr" rid="B51">51</xref>) showed the same results (<italic>d</italic> = &#x2212;1.39) regarding the single study of Roshan, Pourasghar (<xref ref-type="bibr" rid="B67">67</xref>).</p>
<table-wrap id="T4" position="float">
<label>Table 4</label>
<caption>
<p>Overlap of single studies with clinical sample.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="center">Larun et al. (<xref ref-type="bibr" rid="B52">52</xref>)</th>
<th valign="top" align="center">Carter et al. (<xref ref-type="bibr" rid="B53">53</xref>)</th>
<th valign="top" align="center">Radovic et al. (<xref ref-type="bibr" rid="B51">51</xref>)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Brown et&#xa0;al. (<xref ref-type="bibr" rid="B66">66</xref>)</td>
<td valign="top" align="left">Brown et&#xa0;al. (<xref ref-type="bibr" rid="B66">66</xref>)</td>
<td valign="top" align="left">Brown et&#xa0;al. (<xref ref-type="bibr" rid="B66">66</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Kanner (<xref ref-type="bibr" rid="B65">65</xref>)</td>
<td valign="top" align="left">Kanner (<xref ref-type="bibr" rid="B65">65</xref>)</td>
<td valign="top" align="left">Hughes et&#xa0;al. (<xref ref-type="bibr" rid="B68">68</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Cohen-Kahn (<xref ref-type="bibr" rid="B69">69</xref>)</td>
<td valign="top" align="left">Hughes et&#xa0;al. (<xref ref-type="bibr" rid="B68">68</xref>)</td>
<td valign="top" align="left">Roshan et&#xa0;al. (<xref ref-type="bibr" rid="B67">67</xref>)</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Roshan et&#xa0;al. (<xref ref-type="bibr" rid="B67">67</xref>)</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Carter et&#xa0;al. (<xref ref-type="bibr" rid="B70">70</xref>)</td>
<td valign="top" align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
<p>The single study of Brown, Welsh (<xref ref-type="bibr" rid="B66">66</xref>) was included in three meta-analyses (<xref ref-type="bibr" rid="B51">51</xref>&#x2013;<xref ref-type="bibr" rid="B53">53</xref>). The original article was checked in order to understand the reported data of each of the meta-analyses. Radovic, Gordon (<xref ref-type="bibr" rid="B51">51</xref>) reported an effect size of <italic>d</italic> = 0.15. Larun, Nordheim (<xref ref-type="bibr" rid="B52">52</xref>) reported an effect size of <italic>d</italic> = 0.78. Carter, Morres (<xref ref-type="bibr" rid="B53">53</xref>) explained the impossibility of estimating the effect size due to the insufficient data reported in the original study (standard deviation missing) (<xref ref-type="bibr" rid="B53">53</xref>). Due to the missing data, it was agreed upon the impossibility of calculating the effect size.</p>
<p>The study by Cohen-Kahn (<xref ref-type="bibr" rid="B69">69</xref>) was included in Larun, Nordheim (<xref ref-type="bibr" rid="B52">52</xref>). The effect size reported was <italic>d</italic> = &#x2212;0.14.</p>
<p>Kanner (<xref ref-type="bibr" rid="B65">65</xref>) single study was included in two meta-analyses (<xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B53">53</xref>). The selected data was extracted from Larun, Nordheim (<xref ref-type="bibr" rid="B52">52</xref>) reporting an effect size of <italic>d</italic> = &#x2212;0.46. In Carter, Morres (<xref ref-type="bibr" rid="B53">53</xref>) two different effect sizes were reported for the single study. The explanation to this fact relapse in the two separate intervention arms&#x2014;low intensity/high intensity&#x2014;of the exercise intervention. The reported results were the following: <italic>d</italic> = 0.01 for the first condition and <italic>d</italic> = &#x2212;0.31 for the second condition.</p>
<p>Another single study (<xref ref-type="bibr" rid="B70">70</xref>) was included in the meta-analysis of Carter, Morres (<xref ref-type="bibr" rid="B53">53</xref>). The effect size of the exercise intervention with severe depressive participants was <italic>d</italic> = &#x2212;0.19 in favor of the intervention group.</p>
<p>The I<sup>2</sup> statistic test was performed to assess heterogeneity. The results (I<sup>2</sup> = 36%; <italic>p</italic> = 0.18) showed a moderate level of heterogeneity. Which means that the level of variation across studies is due to the moderate differences between them rather than to chance. The results reported a small to medium effect size taking the base of Cohen's criteria (<italic>d</italic> = &#x2212;0.48) (<xref ref-type="bibr" rid="B71">71</xref>). Effect size calculations for clinical samples can be found in the clinical sample analysis forest plot (<xref ref-type="fig" rid="f2">
<bold>Figure 2</bold>
</xref>). The publication bias analysis based on the visual inspection of the funnel plot indicated minor to no publication bias due to the asymmetric inverted funnel shape. The funnel plot can be found as <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material Figure S1</bold>
</xref>.</p>
<fig id="f2" position="float">
<label>Figure 2</label>
<caption><p>Forest plot of the clinical sample analysis.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-11-00081-g002.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>The present article aims to review meta-analyses that focus on the effects of physical exercise on depressive outcome measures in children and adolescents with or without a clinical diagnosis. A medium effect size was found in the general effect size analysis of the included meta-analyses regarding exercise relieving depressive symptoms (<italic>d</italic> = &#x2212;0.50). This result leads to the conclusion that physical exercise is a promising intervention against depression in the target population. Similar results were found in older individuals where the effect sizes pointing towards the intervention group ranged between moderate (<italic>d</italic> = &#x2212;0.56) (<xref ref-type="bibr" rid="B19">19</xref>) and moderate to large (<italic>d</italic> = &#x2212;0.68) (<xref ref-type="bibr" rid="B72">72</xref>).</p>
<p>The additional analysis of the single studies with clinical samples included in the four meta-analyses selected showed an effect size of <italic>d</italic> = &#x2212;0.48. According to Cohen's criteria, the effect size is small to medium (<xref ref-type="bibr" rid="B71">71</xref>). Similar results were also discovered in clinically depressed adults (<xref ref-type="bibr" rid="B73">73</xref>) with an effect size of <italic>d</italic> = &#x2212;0.40 pointing to the effectiveness of exercise interventions. However, it has been observed that most studies are carried out with nonclinical populations (<xref ref-type="bibr" rid="B70">70</xref>). There is a need for more research that includes clinical populations during childhood and adolescence due to the lack of data regarding this specific population.</p>
<p>With these results in mind it can be assumed that physical exercise could be a relevant treatment of depression both in children and adults. These findings are supported by the WHO, who emphasize the psychological benefits of the physical activity in young people with anxiety and depression (<xref ref-type="bibr" rid="B47">47</xref>) and make a clear recommendation for the use of physical activity as part of treatment for depressive episodes/disorders in adult populations (<xref ref-type="bibr" rid="B74">74</xref>). It should be remembered that physical exercise is included in the physical activity term (<xref ref-type="bibr" rid="B55">55</xref>), and is characterized by adding a purpose of achieving changes in fitness following a planned, structured, and repetitive intervention (<xref ref-type="bibr" rid="B54">54</xref>).</p>
<p>The most widely used intervention in the four included meta-analyses (<xref ref-type="bibr" rid="B50">50</xref>&#x2013;<xref ref-type="bibr" rid="B53">53</xref>) was aerobic exercise. A systematic review carried out with adult samples measured the effects of different interventions on depression. They found no consensus on the correct intensity of aerobic exercise as to achieve the best dose-response relationship (<xref ref-type="bibr" rid="B75">75</xref>).</p>
<p>A RCT (<xref ref-type="bibr" rid="B76">76</xref>) was carried out to compare the effects of aerobic exercise and antidepressant treatment and showed no differences between groups regarding their level of depressive symptoms after 16 weeks of treatment. This suggests that exercise has the same effectiveness as the standard antidepressant treatments. Nevertheless, the combination of physical exercise with conventional therapies should be looked at more closely and with more effort focused on children and adolescent samples.</p>
<p>The optimal length and frequency of the physical interventions are still a matter of controversy. Dunn, Trivedi (<xref ref-type="bibr" rid="B77">77</xref>) examined the optimal dose of exercise needed to improve depressive symptoms in adults with MDD. Their results point to the relevance of higher energy expenditure. One recent publication transports a similar opinion: exercise intensity appears to matter in order to achieve exercise-induced mental health benefits (<xref ref-type="bibr" rid="B78">78</xref>). In any case, the following suggestion made by Gronwald, de Bem Alves (<xref ref-type="bibr" rid="B79">79</xref>) regarding the exercise intervention prescription seems to be relevant to clarify the real impact of different exercise interventions. They recommend that studies involving physical exercise, or exercise training should be precisely described in detail so that they can be reproduced in other research laboratories, and, more important, can be assessed for their translational impact.</p>
<p>Regarding the methodology, a RCT is the most desirable. The relevance of implementing RCTs to study the effects of interest lies in its quality. This is the most powerful design to determine the existence of cause-effects between intervention and results (<xref ref-type="bibr" rid="B80">80</xref>, <xref ref-type="bibr" rid="B81">81</xref>). Therefore, they are widely used for assessing the cost effectiveness of a treatment (<xref ref-type="bibr" rid="B82">82</xref>). The importance of controlling for social support when designing the intervention and the need to establish a sham exercise condition has also been highlighted by different authors (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B83">83</xref>).</p>
<p>In this review, the meta-analyses using only RCTs calculated <italic>d</italic> = &#x2212;0.66 (<xref ref-type="bibr" rid="B52">52</xref>) and <italic>d</italic> = &#x2212;0.48 (<xref ref-type="bibr" rid="B53">53</xref>) as effect sizes. Radovic, Gordon (<xref ref-type="bibr" rid="B51">51</xref>) included five RCTs and three CTs and reached an effect size of <italic>d</italic> = &#x2212;0.61. The effect size reported by Brown, Pearson (<xref ref-type="bibr" rid="B50">50</xref>), who also included other study designs, was the smallest (<italic>d</italic> = &#x2212;0.26). Those authors acknowledged that studies with higher quality ratings showed greater treatment effects. Furthermore, they calculated an effect size of <italic>d</italic> = &#x2212;0.35 for their included RCTs studies and <italic>d</italic> = &#x2212;0.14 for the studies with other designs.</p>
</sec>
<sec id="s5">
<title>Conclusion</title>
<p>It can be summarized that research reveals small to medium but consistently positive effects of physical exercise on depressive symptoms in clinical and nonclinical samples as well as no negative side effects for children and adolescents. Especially with this last part in mind, physical exercise should be seen as a promising future supplementary intervention against mental health problems in this age group. Therefore, more research in this field is of well-known importance. The lack of literature focused on children and adolescent samples compared to adults, and the responsibility of achieving better life conditions for children and adolescents with depression, should be enough reason to promote research in this field.</p>
<p>Due to the methodological limitations reported by several authors (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B23">23</xref>) regarding the blinding conditions, the use of sham conditions to blind participants (<xref ref-type="bibr" rid="B83">83</xref>), and care providers is recommended. This will ensure high standard quality assessments to measure the effects of exercise and its intensity in randomized CTs. Besides, this might avoid findings that occur through other reasons such as group dynamics.</p>
</sec>
<sec id="s6">
<title>Data Availability Statement</title>
<p>The datasets analyzed in this article are not publicly available. Requests to access the datasets should be directed to <email xlink:href="mailto:sandra.amatriain@udc.es" xlink:type="simple">sandra.amatriain@udc.es</email>.</p>
</sec>
<sec id="s7">
<title>Author Contributions </title>
<p>HB, SA-F, and MW conceptualized and designed the study, drafted the initial manuscript and reviewed and revised the manuscript. SA-F, AK, EM-R, and SM designed the data collection instruments, collected data, carried out the initial analyses and reviewed and revised the manuscript. All authors have read and approved the final version of the manuscript and agree with the order of presentation of the authors.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>We acknowledge support by the German Research Foundation (DFG) and the Open Access Publication Fund of Humboldt-Universit&#xe4;t zu Berlin. SA-F acknowledges the support of the University of A Coru&#xf1;a through the Inditex-UDC Grant Program for research stays.</p>
</sec>
<sec id="s9">
<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>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>We thank Samantha Slabyk for proofreading this article.</p>
</ack>
<sec id="s10" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpsyt.2020.00081/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpsyt.2020.00081/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="DataSheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
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