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<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" article-type="research-article" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">SAJPsy</journal-id>
<journal-title-group>
<journal-title>South African Journal of Psychiatry</journal-title>
</journal-title-group>
<issn pub-type="ppub">1608-9685</issn>
<issn pub-type="epub">2078-6786</issn>
<publisher>
<publisher-name>AOSIS</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">SAJPsy-29-2124</article-id>
<article-id pub-id-type="doi">10.4102/sajpsychiatry.v29i0.2124</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Relationship between physical activity and behaviour challenges of adolescents in South Africa</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-5074-2315</contrib-id>
<name>
<surname>Asare</surname>
<given-names>Kwabena</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-5882-100X</contrib-id>
<name>
<surname>Ntlantsana</surname>
<given-names>Vuyokazi</given-names>
</name>
<xref ref-type="aff" rid="AF0002">2</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0009-0007-9930-4969</contrib-id>
<name>
<surname>Ranjit</surname>
<given-names>Karina</given-names>
</name>
<xref ref-type="aff" rid="AF0002">2</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-3545-2317</contrib-id>
<name>
<surname>Tomita</surname>
<given-names>Andrew</given-names>
</name>
<xref ref-type="aff" rid="AF0003">3</xref>
<xref ref-type="aff" rid="AF0004">4</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-8173-211X</contrib-id>
<name>
<surname>Paruk</surname>
<given-names>Saeeda</given-names>
</name>
<xref ref-type="aff" rid="AF0002">2</xref>
</contrib>
<aff id="AF0001"><label>1</label>Discipline of Public Health Medicine, School of Nursing and Public Health, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa</aff>
<aff id="AF0002"><label>2</label>Discipline of Psychiatry, School of Clinical Medicine, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa</aff>
<aff id="AF0003"><label>3</label>Centre for Rural Health, School of Nursing and Public Health, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa</aff>
<aff id="AF0004"><label>4</label>KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa</aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><bold>Corresponding author:</bold> Kwabena Asare, <email xlink:href="221117249@stu.ukzn.ac.za">221117249@stu.ukzn.ac.za</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>18</day><month>12</month><year>2023</year></pub-date>
<pub-date pub-type="collection"><year>2023</year></pub-date>
<volume>29</volume>
<elocation-id>2124</elocation-id>
<history>
<date date-type="received"><day>10</day><month>06</month><year>2023</year></date>
<date date-type="accepted"><day>24</day><month>10</month><year>2023</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2023. The Authors</copyright-statement>
<copyright-year>2023</copyright-year>
<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>Licensee: AOSIS. This work is licensed under the Creative Commons Attribution License.</license-p>
</license>
</permissions>
<abstract>
<sec id="st1">
<title>Background</title>
<p>Four out of five adolescents worldwide are physically inactive based on recommended standards.</p>
</sec>
<sec id="st2">
<title>Aim</title>
<p>We determined whether physical activity is associated with lower behavioural challenges in adolescents to promote buy-in from stakeholders.</p>
</sec>
<sec id="st3">
<title>Setting</title>
<p>KwaZulu-Natal province, South Africa, from January 2020 to March 2020.</p>
</sec>
<sec id="st4">
<title>Methods</title>
<p>A cross-sectional study was conducted among 187 adolescent learners (12&#x2013;18 years) from three government schools in KwaZulu-Natal Province, South Africa, from January to March 2020. We fitted linear regression models between the Strengths and Difficulties Questionnaire scores (total, internalising, externalising, and prosocial) and hours of physical activity exposure, adjusting for demographic covariates, and depression history.</p>
</sec>
<sec id="st5">
<title>Results</title>
<p>The median age was 14.4 years (interquartile range = 1.36) and 75.9&#x0025; of the participants were females. Overall average and weekday physical activity were each associated with lower total and externalising but higher pro-social scores. Depression was associated with higher inactivity scores (total, internalising and externalising).</p>
</sec>
<sec id="st6">
<title>Conclusions</title>
<p>The article shows that physical activity can reduce the behavioural and emotional problems in adolescents.</p>
</sec>
<sec id="st7">
<title>Contribution</title>
<p>Physical activity is critical for a healthy adolescent hood and needs to be actively included in childhood development.</p>
</sec>
</abstract>
<kwd-group>
<kwd>physical activity</kwd>
<kwd>strengths and difficulties questionnaire</kwd>
<kwd>behavioural challenges</kwd>
<kwd>depression</kwd>
<kwd>emotinal challenges</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s0001">
<title>Introduction</title>
<p>The adolescent period of life, from 10 years to 19 years, where people transition from childhood to adulthood, is a critical phase of human development, particularly for laying the foundations for good health and life outcomes.<sup><xref ref-type="bibr" rid="CIT0001">1</xref></sup> As adolescence is a period of rapid physical, cognitive and psychosocial growth,<sup><xref ref-type="bibr" rid="CIT0001">1</xref></sup> the related pubertal tempo, which is the rate of transition to adulthood, has implications for adolescent mood and behaviour, often leading to a myriad of emotional, conduct, hyperactivity, peer problem, and anti-social behavioural disorders.<sup><xref ref-type="bibr" rid="CIT0002">2</xref>,<xref ref-type="bibr" rid="CIT0003">3</xref>,<xref ref-type="bibr" rid="CIT0004">4</xref></sup> These can consequently affect adolescent life choices regarding alcohol and illicit drug use, risky sexual practices, and physical activity, with potential consequences for their health and well-being.<sup><xref ref-type="bibr" rid="CIT0004">4</xref>,<xref ref-type="bibr" rid="CIT0005">5</xref>,<xref ref-type="bibr" rid="CIT0006">6</xref>,<xref ref-type="bibr" rid="CIT0007">7</xref>,<xref ref-type="bibr" rid="CIT0008">8</xref></sup></p>
<p>The behavioural challenges adolescents face are also known to predominantly co-exist with mental health disorders, such as depression,<sup><xref ref-type="bibr" rid="CIT0009">9</xref>,<xref ref-type="bibr" rid="CIT0010">10</xref></sup> with numerous evidence in the literature reporting a bidirectional association.<sup><xref ref-type="bibr" rid="CIT0005">5</xref>,<xref ref-type="bibr" rid="CIT0010">10</xref>,<xref ref-type="bibr" rid="CIT0011">11</xref>,<xref ref-type="bibr" rid="CIT0012">12</xref></sup> Physical activity can play a major role in reducing the occurrence and consequences of behavioural and mental health disorders in children and adolescents.<sup><xref ref-type="bibr" rid="CIT0013">13</xref></sup> Physical activity is known to improve brain health, cognition and academic performance, and reduce symptoms of depression in adolescents.<sup><xref ref-type="bibr" rid="CIT0014">14</xref></sup> Accordingly, the World Health Organization (WHO) recommends that children and adolescents aged 5 years&#x2013;17 years should engage in a minimum of 60 min of moderate-to-vigorous physical activity daily, mostly aerobic in nature.<sup><xref ref-type="bibr" rid="CIT0015">15</xref></sup> However, global estimates suggest that over 80&#x0025; of adolescents are physically inactive, based on these guidelines.<sup><xref ref-type="bibr" rid="CIT0005">5</xref>,<xref ref-type="bibr" rid="CIT0015">15</xref></sup></p>
<p>Additional evidence on how physical activity affects other health-related outcomes is important for creating buy-in from relevant stakeholders. In this study, we investigated the association between physical activity and behavioural problems in South African adolescents.</p>
</sec>
<sec id="s0002">
<title>Research methods and design</title>
<sec id="s20003">
<title>Study design, setting, participants, and procedure</title>
<p>This cross-sectional study sampled 187 adolescent learners (12 years&#x2013;18 years) from three government schools in KwaZulu-Natal province, South Africa, from January to March 2020. All learners from Grades 8&#x2013;11 from these schools were provided with the study information via the teachers to take home to inform their parents. Those who assented (with parents or legal guardian permission) in writing were enrolled into the study. In addition to obtaining written assent, study participants were provided with a mental health resource help sheet that included contact details for mental health services. The Institutional Review Board at a large public university and the provincial Department of Education in South Africa, approved the research.</p>
</sec>
<sec id="s20004">
<title>Measures</title>
<p>The study outcomes were emotional symptoms, conduct problems, hyperactivity or inattention, peer relationship problems, and prosocial behaviour. Parent and adolescent versions of the strengths and difficulties short (25-item) measure was used to assesses these five emotional and behavioural subscales:<sup><xref ref-type="bibr" rid="CIT0016">16</xref></sup> emotional symptoms (five items); conduct problems (five items); hyperactivity or inattention (five items); peer relationship problems (five items); and prosocial behaviour (five items). As a valid and widely used instrument in developing countries<sup><xref ref-type="bibr" rid="CIT0017">17</xref>,<xref ref-type="bibr" rid="CIT0018">18</xref>,<xref ref-type="bibr" rid="CIT0019">19</xref></sup> including South Africa,<sup><xref ref-type="bibr" rid="CIT0020">20</xref></sup> the strengths and difficulties questionnaire (SDQ) has been translated and used in isiZulu, the local language of KwaZulu-Natal province, where the study took place. In this investigation, we applied a three-factor sub-scale model (internalising, externalising, and prosocial) rather than the above-mentioned five subscales, based on fit of confirmatory factor analyses undertaken by a South Africa study.<sup><xref ref-type="bibr" rid="CIT0021">21</xref></sup> The internalising SDQ problems involved the SDQ&#x2019;s emotional symptoms and peer relationship problems subscales.<sup><xref ref-type="bibr" rid="CIT0021">21</xref>,<xref ref-type="bibr" rid="CIT0022">22</xref></sup> The externalising SDQ problems involved the conduct problems and hyperactivity or inattention subscales.<sup><xref ref-type="bibr" rid="CIT0021">21</xref>,<xref ref-type="bibr" rid="CIT0022">22</xref></sup> Each item was based on a 3-point Likert scale (0 = not true, 1 = somewhat true, and 2 = certainly true), and the total score for each of the three sub-scales were calculated, with higher scores indicating greater internalising and externalising challenges (with exception of prosocial behaviour).</p>
<p>The Children&#x2019;s Leisure Activities Survey (CLASS) was used to measure physical leisure time activities, and as a valid and reliable instrument,<sup><xref ref-type="bibr" rid="CIT0023">23</xref>,<xref ref-type="bibr" rid="CIT0024">24</xref></sup> has been used in South Africa.<sup><xref ref-type="bibr" rid="CIT0024">24</xref></sup> The questionnaire<sup><xref ref-type="bibr" rid="CIT0025">25</xref></sup> asks participants the average time spent on various activities (i.e. swimming, tennis, soccer, walking for leisure, walking as a means of travel to and from school just to name a few) in minutes per day during weekday and weekend days separately (expressed by average hours per day in this study). The socio-demographic details were also collected in our study and included age, gender, race, and educational level, as well as lifetime history of depression (based on self-report).</p>
</sec>
<sec id="s20005">
<title>Statistical method</title>
<p>Two analyses were undertaken for this investigation. Firstly, a descriptive summary of the socio-demographic and clinical characteristics of our study participants. Secondly, we fitted four separate linear regression models to examine the role of physical activity against the SDQ ([1] total, [2] internalising, [3] externalising, and [4] prosocial behaviour SDQ scores). This was undertaken thrice to examine the role of total, weekend, and weekday physical activity separately. The regression models controlled for age, gender, race, school grade and history of lifetime depression, with the data being analysed using Stata v17.0 (Stata Corporation. Stata statistical software release 17. College Station, Texas: Stata Corporation LP; 2017).</p>
</sec>
<sec id="s20006">
<title>Ethical considerations</title>
<p>All learners from Grades 8&#x2013;11 from three government schools were provided with the study information via the teachers to take home to inform their parents. Those who assented (with parents or legal guardian permission) in writing were enrolled into the study. In addition to obtaining written assent, study participants were provided with a mental health resource help sheet that included contact details for mental health services. The study was approved by the University of KwaZulu-Natal Biomedical Research Ethics Committee (BREC/00000503/2019) and the provincial Department of Education. The study was conducted according to acceptable research standards, including having obtained informed consent of study participants.</p>
</sec>
</sec>
<sec id="s0007">
<title>Results</title>
<sec id="s20008">
<title>Socio-demographic and clinical characteristics of adolescent learners</title>
<p>A total of 187 students participated in the study and 75&#x0025; of them were female (<italic>n</italic> = 142, 75.9&#x0025;) as indicated in <xref ref-type="table" rid="T0001">Table 1</xref>. With a median age of 14.4 (interquartile range [IQR] = 1.36), 26 study participants (14.5&#x0025;) reported a lifetime history of depression, based on self-report. Regardless of weekday or weekend, the mean physical activity was approximately 2.4 h per day.</p>
<table-wrap id="T0001">
<label>TABLE 1</label>
<caption><p>Socio-demographic and clinical characteristics of adolescent learners (<italic>N</italic> = 187).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Variable</th>
<th valign="top" align="center" colspan="4">Overall<hr/></th>
</tr>
<tr>
<th valign="top" align="center"><italic>n</italic></th>
<th valign="top" align="center">&#x0025;</th>
<th valign="top" align="center">Mean</th>
<th valign="top" align="center">s.d.</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" colspan="5"><bold>Gender</bold></td>
</tr>
<tr>
<td align="left">Male</td>
<td align="center">42</td>
<td align="center">22.46</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Female</td>
<td align="center">142</td>
<td align="center">75.94</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Other</td>
<td align="center">3</td>
<td align="center">1.60</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left" colspan="5"><bold>Grade</bold></td>
</tr>
<tr>
<td align="left">Grade 8</td>
<td align="center">80</td>
<td align="center">42.78</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Grade 9</td>
<td align="center">50</td>
<td align="center">26.74</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Grade 10</td>
<td align="center">11</td>
<td align="center">5.88</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">&#x2265; Grade 11</td>
<td align="center">46</td>
<td align="center">24.60</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left" colspan="5"><bold>Lifetime depression</bold></td>
</tr>
<tr>
<td align="left">No</td>
<td align="center">153</td>
<td align="center">85.47</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Yes</td>
<td align="center">26</td>
<td align="center">14.53</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left" colspan="5"><bold>SDQ learner scores</bold></td>
</tr>
<tr>
<td align="left">SDQ total</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">12.85</td>
<td align="center">5.70</td>
</tr>
<tr>
<td align="left">SDQ internalising</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">6.98</td>
<td align="center">3.28</td>
</tr>
<tr>
<td align="left">SDQ externalising</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">5.88</td>
<td align="center">3.39</td>
</tr>
<tr>
<td align="left">SDQ prosocial</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">7.60</td>
<td align="center">1.86</td>
</tr>
<tr>
<td align="left" colspan="5"><bold>Physical activity (hours per day)</bold></td>
</tr>
<tr>
<td align="left">Average physical activity</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">2.43</td>
<td align="center">1.94</td>
</tr>
<tr>
<td align="left">Weekend physical activity</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">2.47</td>
<td align="center">2.71</td>
</tr>
<tr>
<td align="left">Weekday physical activity</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">2.41</td>
<td align="center">2.05</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Note: For age the median = 14.39 and IQR = 1.36.</p></fn>
<fn><p>SDQ, strengths and difficulties questionnaire; s.d., standard deviation; IQR, interquartile range.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s20009">
<title>Association between physical activity and strengths and difficulties questionnaire</title>
<p>Our analyses yielded two important results, firstly, we found that history of (lifetime) depression was significantly associated with higher SDQ (total, internalising and externalising) score. Secondly, we found that overall average physical activity (<xref ref-type="table" rid="T0002">Table 2</xref>) and weekday physical activity (<xref ref-type="table" rid="T0003">Table 3</xref>) were significantly associated with improvement in SDQ (i.e. lower total and externalising, but higher prosocial score). No significant association was detected against SDQ internalising score or in the role of weekend physical activity against any aspects of SDQ (<xref ref-type="table" rid="T0004">Table 4</xref>).</p>
<table-wrap id="T0002">
<label>TABLE 2</label>
<caption><p>Association between overall physical activity and strengths and difficulties questionnaire scores.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Variable</th>
<th valign="top" align="center" colspan="3">SDQ total<hr/></th>
<th valign="top" align="center" colspan="3">SDQ internalising<hr/></th>
<th valign="top" align="center" colspan="3">SDQ externalising<hr/></th>
<th valign="top" align="center" colspan="3">SDQ prosocial<hr/></th>
</tr>
<tr>
<th valign="top" align="center">&#x03B2; Coef.</th>
<th valign="top" align="center">s.e.</th>
<th valign="top" align="center"><italic>p</italic></th>
<th valign="top" align="center">&#x03B2; Coef.</th>
<th valign="top" align="center">s.e.</th>
<th valign="top" align="center"><italic>p</italic></th>
<th valign="top" align="center">&#x03B2; Coef.</th>
<th valign="top" align="center">s.e.</th>
<th valign="top" align="center"><italic>p</italic></th>
<th valign="top" align="center">&#x03B2; Coef.</th>
<th valign="top" align="center">s.e.</th>
<th valign="top" align="center"><italic>p</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left"><bold>Age</bold></td>
<td align="center">0.34</td>
<td align="center">0.53</td>
<td align="center">0.526</td>
<td align="center">0.09</td>
<td align="center">0.31</td>
<td align="center">0.772</td>
<td align="center">0.25</td>
<td align="center">0.34</td>
<td align="center">0.461</td>
<td align="center">&#x2212;0.14</td>
<td align="center">0.19</td>
<td align="center">0.474</td>
</tr>
<tr>
<td align="left" colspan="13"><bold>Gender</bold></td>
</tr>
<tr>
<td align="left">[Male]</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"><bold>Female</bold></td>
<td align="center">0.89</td>
<td align="center">0.92</td>
<td align="center">0.336</td>
<td align="center">0.89</td>
<td align="center">0.53</td>
<td align="center">0.097</td>
<td align="center">0.00</td>
<td align="center">0.59</td>
<td align="center">0.996</td>
<td align="center">0.30</td>
<td align="center">0.33</td>
<td align="center">0.360</td>
</tr>
<tr>
<td align="left">Other</td>
<td align="center">0.10</td>
<td align="center">3.05</td>
<td align="center">0.973</td>
<td align="center">0.20</td>
<td align="center">1.76</td>
<td align="center">0.907</td>
<td align="center">&#x2212;0.10</td>
<td align="center">1.94</td>
<td align="center">0.959</td>
<td align="center">&#x2212;0.26</td>
<td align="center">1.09</td>
<td align="center">0.811</td>
</tr>
<tr>
<td align="left" colspan="13"><bold>Grade</bold></td>
</tr>
<tr>
<td align="left">[Grade 8]</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Grade 9</td>
<td align="center">&#x2212;2.52</td>
<td align="center">1.07</td>
<td align="center">0.020</td>
<td align="center">&#x2212;0.95</td>
<td align="center">0.62</td>
<td align="center">0.124</td>
<td align="center">&#x2212;1.57</td>
<td align="center">0.68</td>
<td align="center">0.023</td>
<td align="center">&#x2212;0.21</td>
<td align="center">0.38</td>
<td align="center">0.581</td>
</tr>
<tr>
<td align="left">Grade 10</td>
<td align="center">&#x2212;0.26</td>
<td align="center">1.97</td>
<td align="center">0.897</td>
<td align="center">0.02</td>
<td align="center">1.14</td>
<td align="center">0.987</td>
<td align="center">&#x2212;0.27</td>
<td align="center">1.25</td>
<td align="center">0.827</td>
<td align="center">0.70</td>
<td align="center">0.71</td>
<td align="center">0.325</td>
</tr>
<tr>
<td align="left">&#x2265;Grade 11</td>
<td align="center">&#x2212;1.23</td>
<td align="center">1.80</td>
<td align="center">0.493</td>
<td align="center">0.49</td>
<td align="center">1.03</td>
<td align="center">0.634</td>
<td align="center">&#x2212;1.73</td>
<td align="center">1.14</td>
<td align="center">0.132</td>
<td align="center">0.86</td>
<td align="center">0.64</td>
<td align="center">0.185</td>
</tr>
<tr>
<td align="left" colspan="13"><bold>Lifet ime depression</bold></td>
</tr>
<tr>
<td align="left">[No]</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Yes</td>
<td align="center">7.18</td>
<td align="center">1.12</td>
<td align="center">&#x003C; 0.001</td>
<td align="center">4.04</td>
<td align="center">0.64</td>
<td align="center">&#x003C; 0.001</td>
<td align="center">3.14</td>
<td align="center">0.71</td>
<td align="center">&#x003C; 0.001</td>
<td align="center">&#x2212;0.03</td>
<td align="center">0.40</td>
<td align="center">0.933</td>
</tr>
<tr>
<td align="left">Average physical activity (hours per day)</td>
<td align="center">&#x2212;0.45</td>
<td align="center">0.20</td>
<td align="center">0.026</td>
<td align="center">&#x2212;0.21</td>
<td align="center">0.12</td>
<td align="center">0.067</td>
<td align="center">&#x2212;0.24</td>
<td align="center">0.13</td>
<td align="center">0.065</td>
<td align="center">0.20</td>
<td align="center">0.07</td>
<td align="center">0.007</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>SDQ, strengths and difficulties questionnaire; s.e., standard error.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T0003">
<label>TABLE 3</label>
<caption><p>Association between weekday physical activity and strengths and difficulties questionnaire.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Variable</th>
<th valign="top" align="center" colspan="3">SDQ total<hr/></th>
<th valign="top" align="center" colspan="3">SDQ Internalising<hr/></th>
<th valign="top" align="center" colspan="3">SDQ externalising<hr/></th>
<th valign="top" align="center" colspan="3">SDQ Prosocial<hr/></th>
</tr>
<tr>
<th valign="top" align="center">&#x03B2; Coef.</th>
<th valign="top" align="center">s.e.</th>
<th valign="top" align="center"><italic>p</italic></th>
<th valign="top" align="center">&#x03B2; Coef.</th>
<th valign="top" align="center">s.e.</th>
<th valign="top" align="center"><italic>p</italic></th>
<th valign="top" align="center">&#x03B2; Coef.</th>
<th valign="top" align="center">s.e.</th>
<th valign="top" align="center"><italic>p</italic></th>
<th valign="top" align="center">&#x03B2; Coef.</th>
<th valign="top" align="center">s.e.</th>
<th valign="top" align="center"><italic>p</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Age</td>
<td align="center">0.36</td>
<td align="center">0.53</td>
<td align="center">0.500</td>
<td align="center">0.097</td>
<td align="center">0.307</td>
<td align="center">0.753</td>
<td align="center">0.26</td>
<td align="center">0.34</td>
<td align="center">0.436</td>
<td align="center">&#x2212;0.15</td>
<td align="center">0.19</td>
<td align="center">0.444</td>
</tr>
<tr>
<td align="left" colspan="13"><bold>Gender</bold></td>
</tr>
<tr>
<td align="left">[Male]</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Female</td>
<td align="center">0.85</td>
<td align="center">0.93</td>
<td align="center">0.362</td>
<td align="center">0.883</td>
<td align="center">0.535</td>
<td align="center">0.101</td>
<td align="center">&#x2212;0.03</td>
<td align="center">0.59</td>
<td align="center">0.953</td>
<td align="center">0.32</td>
<td align="center">0.33</td>
<td align="center">0.329</td>
</tr>
<tr>
<td align="left">Other</td>
<td align="center">0.02</td>
<td align="center">3.05</td>
<td align="center">0.995</td>
<td align="center">0.187</td>
<td align="center">1.762</td>
<td align="center">0.916</td>
<td align="center">&#x2212;0.17</td>
<td align="center">1.94</td>
<td align="center">0.931</td>
<td align="center">&#x2212;0.22</td>
<td align="center">1.09</td>
<td align="center">0.840</td>
</tr>
<tr>
<td align="left" colspan="13"><bold>Grade</bold></td>
</tr>
<tr>
<td align="left">[Grade 8]</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Grade 9</td>
<td align="center">&#x2212;2.46</td>
<td align="center">1.07</td>
<td align="center">0.023</td>
<td align="center">&#x2212;0.924</td>
<td align="center">0.618</td>
<td align="center">0.137</td>
<td align="center">&#x2212;1.54</td>
<td align="center">0.68</td>
<td align="center">0.025</td>
<td align="center">&#x2212;0.24</td>
<td align="center">0.38</td>
<td align="center">0.536</td>
</tr>
<tr>
<td align="left">Grade 10</td>
<td align="center">&#x2212;0.04</td>
<td align="center">1.97</td>
<td align="center">0.985</td>
<td align="center">0.119</td>
<td align="center">1.138</td>
<td align="center">0.917</td>
<td align="center">&#x2212;0.16</td>
<td align="center">1.25</td>
<td align="center">0.900</td>
<td align="center">0.60</td>
<td align="center">0.71</td>
<td align="center">0.395</td>
</tr>
<tr>
<td align="left">&#x2265;Grade 11</td>
<td align="center">&#x2212;1.13</td>
<td align="center">1.79</td>
<td align="center">0.529</td>
<td align="center">0.579</td>
<td align="center">1.035</td>
<td align="center">0.577</td>
<td align="center">&#x2212;1.71</td>
<td align="center">1.14</td>
<td align="center">0.134</td>
<td align="center">0.82</td>
<td align="center">0.64</td>
<td align="center">0.205</td>
</tr>
<tr>
<td align="left" colspan="13"><bold>Lifetime depression</bold></td>
</tr>
<tr>
<td align="left">[No]</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Yes</td>
<td align="center">7.20</td>
<td align="center">1.12</td>
<td align="center">&#x003C; 0.001</td>
<td align="center">4.058</td>
<td align="center">0.644</td>
<td align="center">&#x003C; 0.001</td>
<td align="center">3.14</td>
<td align="center">0.71</td>
<td align="center">&#x003C; 0.001</td>
<td align="center">&#x2212;0.04</td>
<td align="center">0.40</td>
<td align="center">0.921</td>
</tr>
<tr>
<td align="left">Weekday physical activity:</td>
<td align="center">&#x2212;0.41</td>
<td align="center">0.19</td>
<td align="center">0.032</td>
<td align="center">&#x2212;0.165</td>
<td align="center">0.109</td>
<td align="center">0.132</td>
<td align="center">&#x2212;0.24</td>
<td align="center">0.12</td>
<td align="center">0.043</td>
<td align="center">0.18</td>
<td align="center">0.07</td>
<td align="center">0.007</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>SDQ, strengths and difficulties questionnaire; s.e., standard error.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T0004">
<label>TABLE 4</label>
<caption><p>Association between weekend physical activity and strengths and difficulties questionnaire.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Variable</th>
<th valign="top" align="center" colspan="3">SDQ total<hr/></th>
<th valign="top" align="center" colspan="3">SDQ internalising<hr/></th>
<th valign="top" align="center" colspan="3">SDQ externalising<hr/></th>
<th valign="top" align="center" colspan="3">SDQ prosocial<hr/></th>
</tr>
<tr>
<th valign="top" align="center">&#x03B2; Coef.</th>
<th valign="top" align="center">s.e.</th>
<th valign="top" align="center"><italic>p</italic></th>
<th valign="top" align="center">&#x03B2; Coef.</th>
<th valign="top" align="center">s.e.</th>
<th valign="top" align="center"><italic>p</italic></th>
<th valign="top" align="center">&#x03B2; Coef.</th>
<th valign="top" align="center">s.e.</th>
<th valign="top" align="center"><italic>p</italic></th>
<th valign="top" align="center">&#x03B2; Coef.</th>
<th valign="top" align="center">s.e.</th>
<th valign="top" align="center"><italic>p</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Age</td>
<td align="center">0.30</td>
<td align="center">0.54</td>
<td align="center">0.573</td>
<td align="center">0.07</td>
<td align="center">0.31</td>
<td align="center">0.827</td>
<td align="center">0.24</td>
<td align="center">0.34</td>
<td align="center">0.491</td>
<td align="center">&#x2212;0.12</td>
<td align="center">0.19</td>
<td align="center">0.530</td>
</tr>
<tr>
<td align="left" colspan="13"><bold>Gender</bold></td>
</tr>
<tr>
<td align="left">[Male]</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Female</td>
<td align="center">1.05</td>
<td align="center">0.93</td>
<td align="center">0.258</td>
<td align="center">0.97</td>
<td align="center">0.53</td>
<td align="center">0.071</td>
<td align="center">0.09</td>
<td align="center">0.59</td>
<td align="center">0.881</td>
<td align="center">0.23</td>
<td align="center">0.33</td>
<td align="center">0.488</td>
</tr>
<tr>
<td align="left">Other</td>
<td align="center">0.37</td>
<td align="center">3.07</td>
<td align="center">0.905</td>
<td align="center">0.34</td>
<td align="center">1.76</td>
<td align="center">0.848</td>
<td align="center">0.03</td>
<td align="center">1.95</td>
<td align="center">0.987</td>
<td align="center">&#x2212;0.38</td>
<td align="center">1.11</td>
<td align="center">0.734</td>
</tr>
<tr>
<td align="left" colspan="13"><bold>Grade</bold></td>
</tr>
<tr>
<td align="left">[Grade 8]</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Grade 9</td>
<td align="center">&#x2212;2.54</td>
<td align="center">1.08</td>
<td align="center">0.020</td>
<td align="center">&#x2212;0.98</td>
<td align="center">0.62</td>
<td align="center">0.114</td>
<td align="center">&#x2212;1.55</td>
<td align="center">0.69</td>
<td align="center">0.025</td>
<td align="center">&#x2212;0.21</td>
<td align="center">0.39</td>
<td align="center">0.594</td>
</tr>
<tr>
<td align="left">Grade 10</td>
<td align="center">&#x2212;0.42</td>
<td align="center">2.00</td>
<td align="center">0.834</td>
<td align="center">&#x2212;0.13</td>
<td align="center">1.14</td>
<td align="center">0.912</td>
<td align="center">&#x2212;0.29</td>
<td align="center">1.27</td>
<td align="center">0.818</td>
<td align="center">0.76</td>
<td align="center">0.72</td>
<td align="center">0.291</td>
</tr>
<tr>
<td align="left">&#x2265; Grade 11</td>
<td align="center">&#x2212;0.96</td>
<td align="center">1.81</td>
<td align="center">0.596</td>
<td align="center">0.55</td>
<td align="center">1.03</td>
<td align="center">0.592</td>
<td align="center">&#x2212;1.52</td>
<td align="center">1.15</td>
<td align="center">0.189</td>
<td align="center">0.73</td>
<td align="center">0.65</td>
<td align="center">0.264</td>
</tr>
<tr>
<td align="left" colspan="13"><bold>Lifetime depression</bold></td>
</tr>
<tr>
<td align="left">[No]</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Yes</td>
<td align="center">7.23</td>
<td align="center">1.12</td>
<td align="center">&#x003C; 0.001</td>
<td align="center">4.06</td>
<td align="center">0.64</td>
<td align="center">&#x003C; 0.001</td>
<td align="center">3.17</td>
<td align="center">0.72</td>
<td align="center">&#x003C; 0.001</td>
<td align="center">&#x2212;0.06</td>
<td align="center">0.40</td>
<td align="center">0.887</td>
</tr>
<tr>
<td align="left">Weekend physical activity (hours per day)</td>
<td align="center">&#x2212;0.21</td>
<td align="center">0.15</td>
<td align="center">0.148</td>
<td align="center">&#x2212;0.14</td>
<td align="center">0.08</td>
<td align="center">0.089</td>
<td align="center">&#x2212;0.07</td>
<td align="center">0.09</td>
<td align="center">0.457</td>
<td align="center">0.09</td>
<td align="center">0.05</td>
<td align="center">0.094</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>SDQ, strengths and difficulties questionnaire; s.e., standard error.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s0010">
<title>Discussion</title>
<p>The results of the study revealed that physical activity can reduce emotional and behavioural difficulties during the rapid growth phase of adolescence. Specifically, higher levels of weekday physical activity were associated with fewer internalising and externalising problems of emotional symptoms, conduct problems, hyperactivity or inattention and peer relationship problems, and improved prosocial behaviour in the adolescents. Although we found no significant association between weekend physical activity and SDQ scores, higher overall or weekly physical activity was associated with lower total SDQ and higher prosocial behaviour scores. The authors also found that adolescents with a lifetime history of depression had more emotional and behavioural problems, but there is no association between lifetime history of depression and prosocial behaviour.</p>
<p>Other studies have demonstrated the effects of physical activity in reducing emotional and behavioural problems measured with the SDQ questionnaire in adolescents.<sup><xref ref-type="bibr" rid="CIT0026">26</xref>,<xref ref-type="bibr" rid="CIT0027">27</xref>,<xref ref-type="bibr" rid="CIT0028">28</xref></sup> The authors found some studies that showed an association between concurrent depression<sup><xref ref-type="bibr" rid="CIT0029">29</xref></sup> and mental health disorders,<sup><xref ref-type="bibr" rid="CIT0030">30</xref></sup> and higher scores on the emotional SDQ sub-scale. Our finding of no association between weekend physical activity and emotional and behavioural problems in adolescents might partly be because most children and adolescents are generally free to engage in physical activities during the weekend as we saw the highest mean hours of physical activity was recorded during the weekend. Therefore, hours of physical activity during the weekend are likely to be similar among children; hence, differences in the overall physical activity are more reflected in extra activities conducted during the weekdays. This is consistent with another recent larger study from the United Kingdom that used objective measures of physical activity but found no association between physical activity and SDQ scores<sup><xref ref-type="bibr" rid="CIT0031">31</xref></sup> that may also be because of other confounders, such as the intensity of the physical activity, which needs to be explored.<sup><xref ref-type="bibr" rid="CIT0027">27</xref></sup></p>
<p>The study had some limitations. Firstly, the analyses used cross sectional data and thus could not determine the temporal link between physical activity, the emotional and behavioural difficulties, and prosocial behaviour components of the SDQ. Secondly, the sample size might be too small to draw any conclusions, and hence the results might be prone to some level of randomness, as weak statistical associations between overall weekly physical activity and SDQ internalising and externalising scores was found. Thirdly, the authors used subjective measures of depression and self-reported physical activity, which are prone to social desirability biases, potentially underestimating or overestimating the reported outcomes and corresponding associations. As the authors saw, the average hours of weekly physical activity among children and adolescents who participated in our study was twice the recommended minimum 1 h by the WHO. Further research that uses objective measures of physical activity in children is needed to confirm the positive impact of physical activity on emotional and behavioural challenges. Fourthly, the study had a higher number of female than male participants, so we adjusted for sex in the multivariable analysis to minimise any related confounding of the results. However, we cannot rule out the effect of unmeasured confounding; hence, the authors emphasise the importance of studies with balanced distribution of sex and other demographic variables, which are representative of the underlying population.</p>
</sec>
<sec id="s0011">
<title>Conclusion</title>
<p>In conclusion, the study adds to and strengthens the existing evidence on the potential role of physical activity in preventing emotional and behavioural problems while improving prosocial behaviour in adolescents. The findings provide reassurance that physical activity is an important factor for childhood development and overall well-being. The authors recommend that population level longitudinal household surveys should incorporate physical activity and SDQ measures to help track temporal relationships overtime. Implementation research is also needed to uncover strategies to improve physical activity in adolescents.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>The authors would like to thank all the study participants and their parents.</p>
<sec id="s20012" sec-type="COI-statement">
<title>Competing interests</title>
<p>The authors declare that they have no financial or personal relationship(s) that may have inappropriately influenced them in writing this article.</p>
</sec>
<sec id="s20013">
<title>Authors&#x2019; contributions</title>
<p>K.A., V.N., K.R., A.T., and S.P. conceived the idea. A.T. conducted the statistical analysis. K.A. and A.T. wrote the draft manuscript. K.A., V.N., K.R., A.T., and S.P. reviewed and approved the final version before submission.</p>
</sec>
<sec id="s20014">
<title>Funding information</title>
<p>The first author (K.A.) was supported by a HEARD scholarship, with funding provided by Swedish International Development Cooperation (SIDA). The fourth author (A.T.) was supported by KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), with a core award from the Technology Innovation Agency (TIA) of the Department of Science and Technology (DST).</p>
</sec>
<sec id="s20015">
<title>Data availability</title>
<p>Data supporting the findings of this study are available from co-author, S.P., on request via the following email: paruks4@ukzn.ac.za.</p>
</sec>
<sec id="s20016">
<title>Disclaimer</title>
<p>The views and opinions expressed in this article are those of the authors and do not necessarily reflect the official policy or position of any funding agency and any affiliated agency of the authors, and the publisher paruks4@ukzn.ac.za.</p>
</sec>
</ack>
<ref-list id="references">
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<fn><p><bold>How to cite this article:</bold> Asare K, Ntlantsana V, Ranjit K, et al. Relationship between physical activity and behaviour challenges of adolescents in South Africa. S Afr J Psychiat. 2023;29(0), a2124. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajpsychiatry.v29i0.2124">https://doi.org/10.4102/sajpsychiatry.v29i0.2124</ext-link></p></fn>
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