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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2025.1654645</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Public Health</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Children&#x00027;s and adolescents&#x00027; lifestyle factors associated with physical activity in five Mediterranean countries: the DELICIOUS project</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Rosi</surname> <given-names>Alice</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<name><surname>Scazzina</surname> <given-names>Francesca</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Touriz Bonifaz</surname> <given-names>Maria Antonieta</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author">
<name><surname>Giampieri</surname> <given-names>Francesca</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
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<contrib contrib-type="author">
<name><surname>Ammar</surname> <given-names>Achraf</given-names></name>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref>
<xref ref-type="aff" rid="aff9"><sup>9</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/724312/overview"/>
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<contrib contrib-type="author">
<name><surname>Trabelsi</surname> <given-names>Khaled</given-names></name>
<xref ref-type="aff" rid="aff10"><sup>10</sup></xref>
<xref ref-type="aff" rid="aff11"><sup>11</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/627720/overview"/>
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<contrib contrib-type="author">
<name><surname>Abdelkarim</surname> <given-names>Osama</given-names></name>
<xref ref-type="aff" rid="aff12"><sup>12</sup></xref>
<xref ref-type="aff" rid="aff13"><sup>13</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1332357/overview"/>
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<contrib contrib-type="author">
<name><surname>Aly</surname> <given-names>Mohamed</given-names></name>
<xref ref-type="aff" rid="aff12"><sup>12</sup></xref>
<xref ref-type="aff" rid="aff13"><sup>13</sup></xref>
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<contrib contrib-type="author">
<name><surname>Frias-Toral</surname> <given-names>Evelyn</given-names></name>
<xref ref-type="aff" rid="aff14"><sup>14</sup></xref>
<xref ref-type="aff" rid="aff15"><sup>15</sup></xref>
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<contrib contrib-type="author">
<name><surname>Pons</surname> <given-names>Juancho</given-names></name>
<xref ref-type="aff" rid="aff16"><sup>16</sup></xref>
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<contrib contrib-type="author">
<name><surname>V&#x000E1;zquez-Ara&#x000FA;jo</surname> <given-names>Laura</given-names></name>
<xref ref-type="aff" rid="aff17"><sup>17</sup></xref>
<xref ref-type="aff" rid="aff18"><sup>18</sup></xref>
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<contrib contrib-type="author">
<name><surname>Alemany-Iturriaga</surname> <given-names>Josep</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="aff" rid="aff19"><sup>19</sup></xref>
<xref ref-type="aff" rid="aff20"><sup>20</sup></xref>
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<name><surname>Monasta</surname> <given-names>Lorenzo</given-names></name>
<xref ref-type="aff" rid="aff21"><sup>21</sup></xref>
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<contrib contrib-type="author">
<name><surname>Decembrino</surname> <given-names>Nunzia</given-names></name>
<xref ref-type="aff" rid="aff22"><sup>22</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2885426/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author">
<name><surname>Mata</surname> <given-names>Ana</given-names></name>
<xref ref-type="aff" rid="aff23"><sup>23</sup></xref>
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<name><surname>Chac&#x000F3;n</surname> <given-names>Adri&#x000E1;n</given-names></name>
<xref ref-type="aff" rid="aff23"><sup>23</sup></xref>
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<contrib contrib-type="author">
<name><surname>Bus&#x000F3;</surname> <given-names>Pablo</given-names></name>
<xref ref-type="aff" rid="aff23"><sup>23</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Grosso</surname> <given-names>Giuseppe</given-names></name>
<xref ref-type="aff" rid="aff24"><sup>24</sup></xref>
<xref ref-type="aff" rid="aff25"><sup>25</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Human Nutrition Unit, Department of Food and Drug, University of Parma</institution>, <addr-line>Parma</addr-line>, <country>Italy</country></aff>
<aff id="aff2"><sup>2</sup><institution>Facultad de Ciencias de la Salud, Universidad Cat&#x000F3;lica de Santiago de Guayaquil</institution>, <addr-line>Guayaquil</addr-line>, <country>Ecuador</country></aff>
<aff id="aff3"><sup>3</sup><institution>Facultad de Ciencias M&#x000E9;dicas, Universidad de Guayaquil</institution>, <addr-line>Guayaquil</addr-line>, <country>Ecuador</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Clinical Sciences, Universit&#x000E0; Politecnica delle Marche</institution>, <addr-line>Ancona</addr-line>, <country>Italy</country></aff>
<aff id="aff5"><sup>5</sup><institution>Research Group on Food, Nutritional Biochemistry and Health, Universidad Europea del Atl&#x000E1;ntico</institution>, <addr-line>Santander</addr-line>, <country>Spain</country></aff>
<aff id="aff6"><sup>6</sup><institution>Joint Laboratory on Food Science, Nutrition, and Intelligent Processing of Foods, Polytechnic University of Marche Italy, Universidad Europea del Atl&#x000E1;ntico Spain and Jiangsu University China, at Polytechnic University of Marche</institution>, <addr-line>Ancona</addr-line>, <country>Italy</country></aff>
<aff id="aff7"><sup>7</sup><institution>International Research Center for Food Nutrition and Safety, Jiangsu University</institution>, <addr-line>Zhenjiang</addr-line>, <country>China</country></aff>
<aff id="aff8"><sup>8</sup><institution>Department of Training and Movement Science, Institute of Sport Science, Johannes Gutenberg-University Mainz</institution>, <addr-line>Mainz</addr-line>, <country>Germany</country></aff>
<aff id="aff9"><sup>9</sup><institution>Research Laboratory, Molecular Bases of Human Pathology, Faculty of Medicine, University of Sfax</institution>, <addr-line>Sfax</addr-line>, <country>Tunisia</country></aff>
<aff id="aff10"><sup>10</sup><institution>Research Laboratory: Education, Motricity, Sport and Health, EM2S, LR19JS01, High Institute of Sport and Physical Education of Sfax, University of Sfax</institution>, <addr-line>Sfax</addr-line>, <country>Tunisia</country></aff>
<aff id="aff11"><sup>11</sup><institution>Department of Movement Sciences and Sports Training, School of Sport Science, The University of Jordan</institution>, <addr-line>Amman</addr-line>, <country>Jordan</country></aff>
<aff id="aff12"><sup>12</sup><institution>Faculty of Sport Sciences, Assiut University</institution>, <addr-line>Assiut</addr-line>, <country>Egypt</country></aff>
<aff id="aff13"><sup>13</sup><institution>ESLSCA University Egypt</institution>, <addr-line>Giza</addr-line>, <country>Egypt</country></aff>
<aff id="aff14"><sup>14</sup><institution>Escuela de Medicina, Universidad Esp&#x000ED;ritu Santo</institution>, <addr-line>Samborond&#x000F3;n</addr-line>, <country>Ecuador</country></aff>
<aff id="aff15"><sup>15</sup><institution>Division of Research, Texas State University</institution>, <addr-line>San Marcos, TX</addr-line>, <country>United States</country></aff>
<aff id="aff16"><sup>16</sup><institution>Editorial Luis Vives (EDELVIVES), Carretera de Madrid</institution>, <addr-line>Zaragoza</addr-line>, <country>Spain</country></aff>
<aff id="aff17"><sup>17</sup><institution>BCC Innovation, Technology Center in Gastronomy, Basque Culinary Center</institution>, <addr-line>Donostia-San Sebasti&#x000E1;n</addr-line>, <country>Spain</country></aff>
<aff id="aff18"><sup>18</sup><institution>Basque Culinary Center, Faculty of Gastronomic Sciences, Mondragon Unibertsitatea</institution>, <addr-line>Donostia-San Sebasti&#x000E1;n</addr-line>, <country>Spain</country></aff>
<aff id="aff19"><sup>19</sup><institution>Department of Health, Nutrition and Sport, Universidad Internacional Iberoamericana</institution>, <addr-line>Campeche</addr-line>, <country>Mexico</country></aff>
<aff id="aff20"><sup>20</sup><institution>Universidade Internacional do Cuanza, Cuito</institution>, <addr-line>Bi&#x000E9;</addr-line>, <country>Angola</country></aff>
<aff id="aff21"><sup>21</sup><institution>Institute for Maternal and Child Health &#x02013; IRCCS Burlo Garofolo</institution>, <addr-line>Trieste</addr-line>, <country>Italy</country></aff>
<aff id="aff22"><sup>22</sup><institution>Neonatal Intensive Care Unit, University Hospital &#x0201C;Policlinico-San Marco&#x0201D; Catania, Integrated Department for Maternal and Child&#x00027;s Health Protection</institution>, <addr-line>Catania</addr-line>, <country>Italy</country></aff>
<aff id="aff23"><sup>23</sup><institution>Technological Institute for Children&#x00027;s Products &#x00026; Leisure AIJU</institution>, <addr-line>Alicante</addr-line>, <country>Spain</country></aff>
<aff id="aff24"><sup>24</sup><institution>Department of Biomedical and Biotechnological Sciences, University of Catania</institution>, <addr-line>Catania</addr-line>, <country>Italy</country></aff>
<aff id="aff25"><sup>25</sup><institution>Center for Human Nutrition and Mediterranean Foods (NUTREA), University of Catania</institution>, <addr-line>Catania</addr-line>, <country>Italy</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: J&#x000FA;lio Brugnara Mello, Pontificia Universidad Cat&#x000F3;lica de Valpara&#x000ED;so, Chile</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Ezequiel Pinto, University of Algarve, Portugal</p>
<p>Hui Liew, University of Nebraska at Kearney, United States</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Giuseppe Grosso <email>giuseppe.grosso&#x00040;unict.it</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1654645</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>07</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2025 Rosi, Scazzina, Touriz Bonifaz, Giampieri, Ammar, Trabelsi, Abdelkarim, Aly, Frias-Toral, Pons, V&#x000E1;zquez-Ara&#x000FA;jo, Alemany-Iturriaga, Monasta, Decembrino, Mata, Chac&#x000F3;n, Bus&#x000F3; and Grosso.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Rosi, Scazzina, Touriz Bonifaz, Giampieri, Ammar, Trabelsi, Abdelkarim, Aly, Frias-Toral, Pons, V&#x000E1;zquez-Ara&#x000FA;jo, Alemany-Iturriaga, Monasta, Decembrino, Mata, Chac&#x000F3;n, Bus&#x000F3; and Grosso</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>Physical activity in children and adolescents represents one of the most important lifestyle factors to determine current and future health.</p></sec>
<sec>
<title>Aim</title>
<p>The aim of the study is to assess the lifestyle and dietary factors linked to physical activity in younger populations across five countries in the Mediterranean region.</p></sec>
<sec>
<title>Design</title>
<p>A total of 2,011 parents of children and adolescents (age range 6&#x02013;17 years) participating to a preliminary survey of the DELICIOUS project were investigated to determine children&#x00027;s adequate physical activity level (identified using the short form of the international physical activity questionnaire) as well as diet quality parameters [measured as Youth-Healthy Eating Index (Y-HEI)] and eating and lifestyle factors (i.e., meal habits, sleep duration, screen time, etc.). Logistic regression analyses were performed to assess the odds ratios (ORs) and 95% confidence intervals (CIs) for the associations between variables of interest.</p></sec>
<sec>
<title>Results</title>
<p>Younger children of younger parents currently working had higher rates and probability to have adequate physical activity. Multivariate analysis showed that children and adolescents who had breakfast (OR = 1.88, 95% CI: 1.38, 2.56) and often ate with their family (OR = 1.80, 95% CI: 0.90, 3.61) were more likely to have an adequate level of physical activity. Children and adolescents who reported a sleep duration (8&#x02013;10 h) closest to the recommended one were significantly more likely to achieve adequate levels of physical activity (OR = 1.88, 95% CI: 1.38, 2.56). Conversely, those with more than 4 h of daily screen time were less likely to engage in adequate physical activity (OR = 0.77, 95% CI: 0.54, 1.10). Furthermore, children and adolescents in the highest tertile of YEHI scores showed a 60% greater likelihood of engaging in adequate physical activity (OR = 1.60, 95% CI: 1.27, 2.01).</p></sec>
<sec>
<title>Conclusion</title>
<p>These results emphasize the importance of promoting healthy diet and lifestyle habits, including structured and high quality shared meals, sufficient sleep, and screen time moderation, as key strategies to support active behaviors in younger populations. Future interventions should focus on reinforcing these behaviors through parental guidance and community-based initiatives to foster lifelong healthy habits.</p></sec></abstract>
<kwd-group>
<kwd>physical activity</kwd>
<kwd>lifestyle</kwd>
<kwd>children</kwd>
<kwd>adolescents</kwd>
<kwd>Mediterranean area</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="75"/>
<page-count count="12"/>
<word-count count="9669"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Children and Health</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Physical activity offers numerous benefits to the human body, including prevention of diseases and treatment and rehabilitation in certain conditions (<xref ref-type="bibr" rid="B1">1</xref>). The existing evidence suggests a well-defined dose-response relationship between physical activity and overall health (<xref ref-type="bibr" rid="B2">2</xref>). Regular engagement in physical activity has been associated with a significant reduction in the risk of premature mortality and is an established means of reducing the risks for several chronic non-communicable diseases, including cardiovascular disease, metabolic disorders, and certain cancers (<xref ref-type="bibr" rid="B3">3</xref>). It also greatly contributes to improving cardiorespiratory endurance and muscular strength, making the heart and muscles more efficient in their daily functioning (<xref ref-type="bibr" rid="B4">4</xref>). Physical activity supports the development and maintenance of stronger bones, reducing the risk of bone fragility or conditions like osteoporosis as age progresses (<xref ref-type="bibr" rid="B5">5</xref>). Also, physical activity may play a role in the prevention not only of physical illnesses but also of certain psychiatric disorders such as depressive and anxiety disorders (<xref ref-type="bibr" rid="B6">6</xref>). In this context, it has been shown that reducing inactivity by just 10% could prevent over 530,000 deaths per year, and a 25% reduction could save over 1.3 million lives (<xref ref-type="bibr" rid="B7">7</xref>).</p>
<p>When practiced during childhood, physical activity presents other significant benefits, as it tends to continue throughout life (<xref ref-type="bibr" rid="B8">8</xref>). This is especially important, as physically active adults tend to lead healthier lives, both physically and emotionally (<xref ref-type="bibr" rid="B9">9</xref>). It provides them with the chance to engage in playful activities, enjoy themselves, and discover their surroundings. Physical activity supports the development of motor skills and boosts energy expenditure (<xref ref-type="bibr" rid="B10">10</xref>). Moreover, physically active individuals engage in overall healthier lifestyles while the sedentary adolescent population exhibit a poorer lifestyle, including increased screen time, time spent studying, as well as depression and smoking (<xref ref-type="bibr" rid="B11">11</xref>). The World Health Organization recommends that children and adolescents aged 6&#x02013;17 years engage in at least 60 min of moderate-to-vigorous physical activity (MVPA), with the majority being aerobic exercises to promote overall health and well being (<xref ref-type="bibr" rid="B12">12</xref>). Additionally, at least 3 days per week, activities should include vigorous-intensity exercises and muscle- and bone-strengthening activities such as jumping, climbing, or resistance training (<xref ref-type="bibr" rid="B13">13</xref>). Given the overwhelming evidence supporting the physical, cognitive, and mental health benefits of regular physical activity, promoting an active lifestyle remains a key public health priority (<xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>Despite the numerous and well-documented benefits of physical activity on health, many people continue to lead a sedentary lifestyle. About 30% of adults and 80% of adolescents do not currently meet the recommended levels of physical activity, with lower rates registered in some Mediterranean countries (<xref ref-type="bibr" rid="B15">15</xref>). Sedentary living is associated with several factors, including the increasing use of technology, long hours spent in the office or at school, and a lack of time or motivation to engage in regular physical activity. Recent findings from the Global Burden of Disease study reveal a concerning increase in the impact of low physical activity on mortality and disability. Since 1990, its contribution to deaths and disability-adjusted life years (DALYs) has risen by over 80%, reaching &#x0007E;1 million deaths and 16 million DALYs in 2019 (<xref ref-type="bibr" rid="B16">16</xref>). Such trends are of particular interest in the Mediterranean region, in which poor physical activity have been reported to have particularly high prevalence, especially among younger individuals (<xref ref-type="bibr" rid="B16">16</xref>). The Mediterranean culture has historically been characterized by an active lifestyle thanks to working time in the fields and time spent out of home in convivial activities; however, such a lifestyle is long abandoned giving place to more modern habits, with particular matter for younger generations spending longer time on screens, scarcely participating in school activities, and potentially embracing in isolating behaviors associated with poor physical activity. These alarming figures underscore the urgent need for a comprehensive understanding of the factors driving this trend, particularly among younger generations. Identifying key determinants of physical activity engagement is essential for developing targeted public health interventions that promote active lifestyles, improve overall health outcomes, and ultimately reduce the long-term burden on healthcare systems. The aim of the study is to assess the lifestyle and dietary factors linked to physical activity in younger populations across five countries in the Mediterranean region.</p></sec>
<sec id="s2">
<title>2 Methods</title>
<sec>
<title>2.1 Study design and population</title>
<p>The present study is based on a cross-sectional evaluation conducted within the scope of the DELICIOUS project, which is funded by the European Union (UnDErstanding consumer food choices and promotion of healthy and sustainable Mediterranean Diet and LIfestyle in Children and adolescents through behavIOUral change actionS) (<xref ref-type="bibr" rid="B17">17</xref>). This research involved a consumer survey targeting parents of children and adolescents aged 6&#x02013;17 years across five Mediterranean countries: Italy, Spain, Portugal, Egypt, and Lebanon. Participants were enlisted based on their voluntary agreement to be part of a consumer database. Informed by recent studies with similar goals in Mediterranean nations (<xref ref-type="bibr" rid="B18">18</xref>&#x02013;<xref ref-type="bibr" rid="B20">20</xref>), a goal of 400 participants was set for each country in the region. The data were collected via an online survey, leading to the recruitment of a total of 2,011 participants. The study protocol was approved by the ethics committee of Mondragon University (no. IEB-20230704). All processes were carried out in accordance with the Declaration of Helsinki (1989) established by the World Medical Association, and every participant signed an informed consent form before taking part in the research.</p></sec>
<sec>
<title>2.2 Data collection</title>
<p>Information regarding participants&#x00027; demographic and lifestyle characteristics was gathered in 2019. Data for parents included sex, age, educational attainment, and employment status, while for children and adolescents, details on gender, age, and anthropometric measurements were collected. The ages of children and adolescents were grouped into four categories: 6&#x02013;8, 9&#x02013;11, 12&#x02013;14, and 15&#x02013;17 years. Parental education was classified into three levels: low (primary education), medium (secondary education), and high (tertiary education). Employment status was noted as either unemployed or employed. Children&#x00027;s and adolescents&#x00027; BMI was calculated using their height and weight, and categorized based on percentile ranges from the CDC growth charts for individuals aged 2&#x02013;19 years (<xref ref-type="bibr" rid="B21">21</xref>). BMI classifications included normal weight (5th&#x02212;84th percentile), overweight (85th&#x02212;94th percentile), and obese (&#x02265;95th percentile).</p>
<p>Participants responded to a series of questions about their children&#x00027;s eating behaviors, covering aspects such as breakfast routines, dining location, meal frequency, eating companions, and preferences for home-cooked vs. advertised foods. Additionally, screen time was categorized into three groups: &#x0003C;2 h per day, 2&#x02013;4 h per day, and more than 4 h per day. Participants were also asked to report the average number of hours their children slept each night. Based on the National Sleep Foundation&#x00027;s guidelines, sleep duration was classified as sufficient (8&#x02013;10 h) or insufficient (either shorter or longer than this range) (<xref ref-type="bibr" rid="B22">22</xref>).</p></sec>
<sec>
<title>2.3 Dietary intake</title>
<p>Parents were asked to provide information about their children&#x00027;s food consumption over the past 24 h, detailing daily dietary intake. Responses included predefined categories based on meal types, along with an option to add other foods not listed. To evaluate weekly dietary patterns, questions focused on the frequency of key food group consumption. The dietary data were analyzed using the Youth Healthy Eating Index (Y-HEI), a tool designed to measure diet quality in older children and adolescents (<xref ref-type="bibr" rid="B23">23</xref>). This index assesses factors like fat, fiber, sodium, and added sugar intake, emphasizing food choices rather than precise nutrient calculations, making it suitable for younger populations. The Y-HEI comprises 13 components, including intake of whole grains, fruits, vegetables, dairy, meat, snacks, sugary beverages, fried foods, butter and margarine, visible animal fats, and lifestyle habits such as eating breakfast and sharing meals with family. Scores range from 0 to 100, with higher scores reflecting better diet quality. In this study, data on multivitamin use and visible fat intake were excluded, reducing the maximum score to 90.</p></sec>
<sec>
<title>2.4 Physical activity</title>
<p>Physical activity was evaluated by asking participants about the duration and intensity of their daily physical activity, if performed. Activity levels were assessed using the International Physical Activity Questionnaire-Short Form (IPAQ-SF), which gathers data on physical activity over the past 7 days (<xref ref-type="bibr" rid="B24">24</xref>). This includes information on the frequency and daily duration of walking, moderate-intensity, and vigorous-intensity activities. Considering WHO physical activity recommendations, children and adolescents (6&#x02013;17 years) should engage in at least 60 min of moderate-to-vigorous physical activity (MVPA) daily, totaling 420 min per week. Accordingly, IPAQ-SF data were used to classify physical activity levels as adequate or inadequate based on these recommendations. Adequate physical activity was defined as accumulating at least 420 min of MVPA per week or meeting a threshold of &#x02265;600 MET-min/week, though some studies propose &#x02265;2,520 MET-min/week to better align with the WHO-recommended 60 min/day of MVPA. Inadequate physical activity was classified as engaging in &#x0003C;420 min of MVPA per week or accumulating &#x0003C;600 MET-min/week, indicating insufficient physical activity relative to WHO guidelines.</p></sec>
<sec>
<title>2.5 Statistical analysis</title>
<p>Categorical data are presented as counts and percentages, with group comparisons performed using the Chi-square test. Continuous data are reported as mean values with standard deviations (SDs), and differences between groups are analyzed using the Student&#x00027;s <italic>t</italic>-test. Logistic regression models were used to calculate odds ratios (ORs) and 95% confidence intervals (CIs) to explore the associations between various exposure variables (i.e., demographics, lifestyles, and dietary behaviors) as well as dietary factors and tertiles and a 1-SD increment in Y-HEI scores with adequate physical activity. The analyses of variables associated with adequate physical activity were multivariate adjusted by groups of demographics (age groups, sex, weight status, parent&#x00027;s age, parent&#x00027;s occupational level, parent&#x00027;s educational level, and area of living), lifestyles (breakfast habit, eating out of home, eating with family, eating alone, eating at school, eating advertised foods, eating home-made foods, screen time, and sleep duration), and eating behaviors (vegetables, fruit, cereals, dairy, meat, legumes, fish, nuts, whole grains, and sweets). Values of <italic>p</italic> &#x0003C; 0.05 were deemed as statistically significant. All analyses were performed using the statistical package IBM SPSS Statistics, version 28.0 (IBM Corp., Armonk, NY, USA).</p></sec></sec>
<sec id="s3">
<title>3 Results</title>
<p>The demographic features of the parents, children, and adolescents involved in the study are shown in <xref ref-type="table" rid="T1">Table 1</xref>. After adjustment for all demographic variables, younger children of younger parents currently working had higher rates and probability to have adequate physical activity levels (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Demographic characteristics of parents and children and adolescents participating in the study according to adequate level of physical activity (<italic>n</italic> = 2,011).</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th/>
<th valign="top" align="left" colspan="2"><bold>Physical activity</bold></th>
<th/>
<th valign="top" align="left" colspan="2"><bold>Physical activity</bold></th>
</tr>
</thead>
<tbody>
 <tr>
<td/>
<td valign="top" align="left"><bold>Inadequate</bold></td>
<td valign="top" align="left"><bold>Adequate</bold></td>
<td valign="top" align="left"><italic><bold>p</bold></italic><bold>-Value</bold></td>
<td valign="top" align="left"><bold>OR (95% CI)</bold></td>
<td valign="top" align="left"><bold>OR (95% CI)</bold><sup>&#x0002A;</sup></td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Age groups, (</bold><italic><bold>n</bold></italic><bold>, %)</bold></td>
<td valign="top" align="left">0.182</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Children (6&#x02013;11 years)</td>
<td valign="top" align="left">462 (50.4)</td>
<td valign="top" align="left">585 (53.4)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">Adolescents (12&#x02013;17 years)</td>
<td valign="top" align="left">454 (49.6)</td>
<td valign="top" align="left">510 (46.6)</td>
<td/>
<td valign="top" align="left">0.89 (0.74, 1.06)</td>
<td valign="top" align="left">0.79 (0.64, 0.98)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Sex, (</bold><italic><bold>n</bold></italic><bold>, %)</bold></td>
<td valign="top" align="left">0.578</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Male</td>
<td valign="top" align="left">447 (48.8)</td>
<td valign="top" align="left">548 (50.0)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">Female</td>
<td valign="top" align="left">469 (51.2)</td>
<td valign="top" align="left">547 (50.0)</td>
<td/>
<td valign="top" align="left">0.95 (0.8, 1.13)</td>
<td valign="top" align="left">0.82 (0.67, 1.01)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Weight status, (</bold><italic><bold>n</bold></italic><bold>, %)</bold></td>
<td valign="top" align="left">0.169</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Normal weight</td>
<td valign="top" align="left">503 (70.8)</td>
<td valign="top" align="left">584 (67.0)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">Overweight</td>
<td valign="top" align="left">115 (16.2)</td>
<td valign="top" align="left">148 (17.0)</td>
<td/>
<td valign="top" align="left">1.11 (0.85, 1.45)</td>
<td valign="top" align="left">0.95 (0.71, 1.27)</td>
</tr> <tr>
<td valign="top" align="left">Obese</td>
<td valign="top" align="left">92 (13.0)</td>
<td valign="top" align="left">140 (16.1)</td>
<td/>
<td valign="top" align="left">1.31 (0.98, 1.75)</td>
<td valign="top" align="left">1.12 (0.82, 1.52)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Parent&#x00027;s age, (</bold><italic><bold>n</bold></italic><bold>, %)</bold></td>
<td valign="top" align="left">0.002</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">&#x0003C;44 years</td>
<td valign="top" align="left">165 (18.0)</td>
<td valign="top" align="left">258 (23.6)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">&#x02265;45 years</td>
<td valign="top" align="left">751 (82.0)</td>
<td valign="top" align="left">837 (76.4)</td>
<td/>
<td valign="top" align="left">0.71 (0.57, 0.89)</td>
<td valign="top" align="left">0.70 (0.52, 0.94)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Parent&#x00027;s occupational level, (</bold><italic><bold>n</bold></italic><bold>, %)</bold></td>
<td valign="top" align="left">&#x0003C;0.001</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Unemployed</td>
<td valign="top" align="left">665 (73.5)</td>
<td valign="top" align="left">868 (80.7)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">Current working</td>
<td valign="top" align="left">240 (26.5)</td>
<td valign="top" align="left">208 (19.3)</td>
<td/>
<td valign="top" align="left">0.66 (0.54, 0.82)</td>
<td valign="top" align="left">0.76 (0.58, 1.00)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Parent&#x00027;s educational level, (</bold><italic><bold>n</bold></italic><bold>, %)</bold></td>
<td valign="top" align="left">&#x0003C;0.001</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Low</td>
<td valign="top" align="left">53 (6.1)</td>
<td valign="top" align="left">38 (3.6)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">Medium</td>
<td valign="top" align="left">402 (45.9)</td>
<td valign="top" align="left">348 (32.9)</td>
<td/>
<td valign="top" align="left">1.21 (0.78, 1.88)</td>
<td valign="top" align="left">1.03 (0.59, 1.81)</td>
</tr> <tr>
<td valign="top" align="left">High</td>
<td valign="top" align="left">421 (48.1)</td>
<td valign="top" align="left">672 (63.5)</td>
<td/>
<td valign="top" align="left">2.23 (1.44, 3.44)</td>
<td valign="top" align="left">1.61 (0.91, 2.83)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Area of living, (</bold><italic><bold>n</bold></italic><bold>, %)</bold></td>
<td valign="top" align="left">0.068</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Urban</td>
<td valign="top" align="left">726 (79.3)</td>
<td valign="top" align="left">903 (82.5)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">Rural</td>
<td valign="top" align="left">190 (20.7)</td>
<td valign="top" align="left">192 (17.5)</td>
<td/>
<td valign="top" align="left">0.81 (0.65, 1.02)</td>
<td valign="top" align="left">0.98 (0.74, 1.28)</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p><sup>&#x0002A;</sup>Analyses were adjusted for all variables presented in the table.</p>
</table-wrap-foot>
</table-wrap>
<p>Concerning lifestyle and eating behaviors (<xref ref-type="table" rid="T2">Table 2</xref>), multivariate analysis showed that children and adolescents who had breakfast were more likely to have an adequate level of physical activity (OR = 1.88, 95% CI: 1.38, 2.56; <xref ref-type="table" rid="T2">Table 2</xref>). Regarding eating location, the strongest association was observed among individuals who frequently ate with their family (OR = 1.80, 95% CI: 0.90, 3.61). Children and adolescents who reported a sleep duration (8&#x02013;10 h) closest to the recommended one were significantly more likely to achieve adequate levels of physical activity (OR = 1.88, 95% CI: 1.38, 2.56). Conversely, adequate physical activity was associated with a moderate daily screen time (2&#x02013;4 h; OR = 1.45, 95% CI: 1.19, 1.77).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Lifestyle and eating behaviors of children and adolescents according to the adequate level of physical activity (<italic>n</italic> = 2,011).</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th/>
<th valign="top" align="left" colspan="2"><bold>Physical activity</bold></th>
<th/>
<th valign="top" align="left" colspan="2"><bold>Physical activity</bold></th>
</tr>
</thead>
<tbody>
 <tr>
<td/>
<td valign="top" align="left"><bold>Inadequate</bold></td>
<td valign="top" align="left"><bold>Adequate</bold></td>
<td valign="top" align="left"><italic><bold>p</bold></italic><bold>-Value</bold></td>
<td valign="top" align="left"><bold>OR (95% CI)</bold></td>
<td valign="top" align="left"><bold>OR (95% CI)</bold><sup>&#x0002A;</sup></td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Breakfast habit, (</bold><italic><bold>n</bold></italic><bold>, %)</bold></td>
<td valign="top" align="left">&#x0003C;0.001</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Never/seldom</td>
<td valign="top" align="left">156 (17.0)</td>
<td valign="top" align="left">121 (11.1)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">Often</td>
<td valign="top" align="left">127 (13.9)</td>
<td valign="top" align="left">221 (20.2)</td>
<td/>
<td valign="top" align="left">2.24 (1.63, 3.10)</td>
<td valign="top" align="left">2.10 (1.50, 2.94)</td>
</tr> <tr>
<td valign="top" align="left">Always</td>
<td valign="top" align="left">633 (69.1)</td>
<td valign="top" align="left">753 (68.8)</td>
<td/>
<td valign="top" align="left">1.53 (1.18, 1.99)</td>
<td valign="top" align="left">1.88 (1.38, 2.56)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Eating out of home, (</bold><italic><bold>n</bold></italic><bold>, %)</bold></td>
<td valign="top" align="left">&#x0003C;0.001</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Never</td>
<td valign="top" align="left">478 (52.2)</td>
<td valign="top" align="left">454 (41.5)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">1 time</td>
<td valign="top" align="left">371 (40.5)</td>
<td valign="top" align="left">520 (47.5)</td>
<td/>
<td valign="top" align="left">1.48 (1.23, 1.78)</td>
<td valign="top" align="left">1.30 (1.05, 1.61)</td>
</tr> <tr>
<td valign="top" align="left">2 or more times</td>
<td valign="top" align="left">67 (7.3)</td>
<td valign="top" align="left">121 (11.1)</td>
<td/>
<td valign="top" align="left">1.90 (1.37, 2.63)</td>
<td valign="top" align="left">1.67 (1.17, 2.39)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Eating with family, (</bold><italic><bold>n</bold></italic><bold>, %)</bold></td>
<td valign="top" align="left">&#x0003C;0.001</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Seldom</td>
<td valign="top" align="left">25 (2.7)</td>
<td valign="top" align="left">16 (1.5)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">Often</td>
<td valign="top" align="left">236 (25.8)</td>
<td valign="top" align="left">365 (33.3)</td>
<td/>
<td valign="top" align="left">2.42 (1.26, 4.62)</td>
<td valign="top" align="left">1.80 (0.90, 3.61)</td>
</tr> <tr>
<td valign="top" align="left">Daily</td>
<td valign="top" align="left">655 (71.5)</td>
<td valign="top" align="left">714 (65.2)</td>
<td/>
<td valign="top" align="left">1.70 (0.90, 3.22)</td>
<td valign="top" align="left">1.35 (0.67, 2.68)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Eating alone, (</bold><italic><bold>n</bold></italic><bold>, %)</bold></td>
<td valign="top" align="left">0.003</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Never/seldom</td>
<td valign="top" align="left">605 (<xref ref-type="bibr" rid="B25">25</xref>)</td>
<td valign="top" align="left">642 (58.6)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">Often</td>
<td valign="top" align="left">246 (26.9)</td>
<td valign="top" align="left">351 (32.1)</td>
<td/>
<td valign="top" align="left">1.34 (1.10, 1.64)</td>
<td valign="top" align="left">1.12 (0.86, 1.46)</td>
</tr> <tr>
<td valign="top" align="left">Daily</td>
<td valign="top" align="left">65 (7.1)</td>
<td valign="top" align="left">102 (9.3)</td>
<td/>
<td valign="top" align="left">1.48 (1.06, 2.06)</td>
<td valign="top" align="left">1.40 (0.98, 2.00)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Eating at school, (</bold><italic><bold>n</bold></italic><bold>, %)</bold></td>
<td valign="top" align="left">&#x0003C;0.001</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Never/seldom</td>
<td valign="top" align="left">438 (47.8)</td>
<td valign="top" align="left">393 (35.9)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">Often</td>
<td valign="top" align="left">246 (26.9)</td>
<td valign="top" align="left">376 (34.3)</td>
<td/>
<td valign="top" align="left">1.70 (1.38, 2.10)</td>
<td valign="top" align="left">1.46 (1.16, 1.83)</td>
</tr> <tr>
<td valign="top" align="left">Almost daily</td>
<td valign="top" align="left">232 (25.3)</td>
<td valign="top" align="left">326 (29.8)</td>
<td/>
<td valign="top" align="left">1.57 (1.26, 1.94)</td>
<td valign="top" align="left">1.48 (1.18, 1.85)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Eating advertised foods, (</bold><italic><bold>n</bold></italic><bold>, %)</bold></td>
<td valign="top" align="left">0.014</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">No</td>
<td valign="top" align="left">497 (54.3)</td>
<td valign="top" align="left">534 (48.8)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">419 (45.7)</td>
<td valign="top" align="left">561 (51.2)</td>
<td/>
<td valign="top" align="left">1.25 (1.05, 1.49)</td>
<td valign="top" align="left">0.99 (0.80, 1.22)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Eating home-made foods, (</bold><italic><bold>n</bold></italic><bold>, %)</bold></td>
<td valign="top" align="left">0.002</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Seldom</td>
<td valign="top" align="left">139 (15.2)</td>
<td valign="top" align="left">113 (10.3)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">Often</td>
<td valign="top" align="left">378 (41.3)</td>
<td valign="top" align="left">513 (46.8)</td>
<td/>
<td valign="top" align="left">1.67 (1.26, 2.21)</td>
<td valign="top" align="left">1.21 (0.89, 1.64)</td>
</tr> <tr>
<td valign="top" align="left">Almost daily</td>
<td valign="top" align="left">399 (43.6)</td>
<td valign="top" align="left">469 (42.8)</td>
<td/>
<td valign="top" align="left">1.45 (1.09, 1.92)</td>
<td valign="top" align="left">1.33 (0.99, 1.79)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Screen time, (</bold><italic><bold>n</bold></italic><bold>, %)</bold></td>
<td valign="top" align="left">&#x0003C;0.001</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">&#x0003C;2 h/day</td>
<td valign="top" align="left">557 (60.8)</td>
<td valign="top" align="left">574 (52.4)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">2&#x02013;4 h/day</td>
<td valign="top" align="left">276 (30.1)</td>
<td valign="top" align="left">447 (40.8)</td>
<td/>
<td valign="top" align="left">1.57 (1.30, 1.90)</td>
<td valign="top" align="left">1.45 (1.19, 1.77)</td>
</tr> <tr>
<td valign="top" align="left">&#x0003E;4 h/day</td>
<td valign="top" align="left">83 (9.1)</td>
<td valign="top" align="left">74 (6.8)</td>
<td/>
<td valign="top" align="left">0.87 (0.62, 1.21)</td>
<td valign="top" align="left">0.77 (0.54, 1.10)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Sleep duration, (</bold><italic><bold>n</bold></italic><bold>, %)</bold></td>
<td valign="top" align="left">&#x0003C;0.001</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">&#x0003C;8 h</td>
<td valign="top" align="left">205 (22.4)</td>
<td valign="top" align="left">166 (15.2)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">8&#x02013;10 h</td>
<td valign="top" align="left">665 (72.6)</td>
<td valign="top" align="left">877 (80.1)</td>
<td/>
<td valign="top" align="left">1.63 (1.30, 2.05)</td>
<td valign="top" align="left">1.62 (1.28, 2.06)</td>
</tr> <tr>
<td valign="top" align="left">&#x0003E;10 h</td>
<td valign="top" align="left">46 (5.0)</td>
<td valign="top" align="left">52 (4.7)</td>
<td/>
<td valign="top" align="left">1.40 (0.89, 2.18)</td>
<td valign="top" align="left">1.40 (0.88, 2.24)</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p><sup>&#x0002A;</sup>Analyses were adjusted for all variables presented in the table.</p>
</table-wrap-foot>
</table-wrap>
<p>The dietary intake of children and adolescents based on physical activity adequacy is detailed in <xref ref-type="table" rid="T3">Table 3</xref>. A positive relation with adequate physical activity was observed for most variables related to the consumption of multiple servings of fruits, cereals, dairy products, meat, fish, legumes, nuts, and whole grains. However, for some food items, significant associations emerged only when moderate consumption (1&#x02013;2 portions per day) was considered.</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Food group consumption of children and adolescents according to adequate level of physical activity (<italic>n</italic> = 2,011).</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th/>
<th valign="top" align="left" colspan="2"><bold>Physical activity</bold></th>
<th/>
<th valign="top" align="left" colspan="2"><bold>Physical activity</bold></th>
</tr>
</thead>
<tbody>
 <tr>
<td/>
<td valign="top" align="left"><bold>Inadequate</bold></td>
<td valign="top" align="left"><bold>Adequate</bold></td>
<td valign="top" align="left"><italic><bold>p</bold></italic><bold>-Value</bold></td>
<td valign="top" align="left"><bold>OR (95% CI)</bold></td>
<td valign="top" align="left"><bold>OR (95% CI)</bold><sup>&#x0002A;</sup></td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Vegetables</bold>, <italic><bold>n</bold></italic> <bold>(%)</bold></td>
<td valign="top" align="left">&#x0003C;0.001</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Never</td>
<td valign="top" align="left">74 (8.1)</td>
<td valign="top" align="left">51 (4.7)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">1&#x02013;2 portion/d</td>
<td valign="top" align="left">770 (84.1)</td>
<td valign="top" align="left">882 (80.5)</td>
<td/>
<td valign="top" align="left">1.66 (1.15, 2.41)</td>
<td valign="top" align="left">0.99 (0.65, 1.50)</td>
</tr> <tr>
<td valign="top" align="left">&#x02265;3 portion/d</td>
<td valign="top" align="left">72 (7.9)</td>
<td valign="top" align="left">162 (14.8)</td>
<td/>
<td valign="top" align="left">3.26 (2.08, 5.13)</td>
<td valign="top" align="left">1.33 (0.79, 2.23)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Fruit</bold>, <italic><bold>n</bold></italic> <bold>(%)</bold></td>
<td valign="top" align="left">&#x0003C;0.001</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Never</td>
<td valign="top" align="left">74 (8.1)</td>
<td valign="top" align="left">19 (1.7)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">1&#x02013;2 portion/d</td>
<td valign="top" align="left">721 (78.7)</td>
<td valign="top" align="left">827 (75.5)</td>
<td/>
<td valign="top" align="left">4.47 (2.67, 7.47)</td>
<td valign="top" align="left">3.07 (1.78, 5.30)</td>
</tr> <tr>
<td valign="top" align="left">&#x02265;3 portion/d</td>
<td valign="top" align="left">121 (13.2)</td>
<td valign="top" align="left">249 (22.7)</td>
<td/>
<td valign="top" align="left">8.01 (4.63, 13.88)</td>
<td valign="top" align="left">3.90 (2.15, 7.08)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Cereals</bold>, <italic><bold>n</bold></italic> <bold>(%)</bold></td>
<td valign="top" align="left">&#x0003C;0.001</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Never</td>
<td valign="top" align="left">61 (6.7)</td>
<td valign="top" align="left">45 (4.1)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">1&#x02013;2 portion/d</td>
<td valign="top" align="left">794 (86.7)</td>
<td valign="top" align="left">907 (82.8)</td>
<td/>
<td valign="top" align="left">1.55 (1.04, 2.30)</td>
<td valign="top" align="left">1.35 (0.89, 2.06)</td>
</tr> <tr>
<td valign="top" align="left">&#x02265;3 portion/d</td>
<td valign="top" align="left">61 (6.7)</td>
<td valign="top" align="left">143 (13.1)</td>
<td/>
<td valign="top" align="left">3.18 (1.95, 5.18)</td>
<td valign="top" align="left">1.96 (1.16, 3.32)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Dairy</bold>, <italic><bold>n</bold></italic> <bold>(%)</bold></td>
<td valign="top" align="left">&#x0003C;0.001</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Never</td>
<td valign="top" align="left">230 (25.1)</td>
<td valign="top" align="left">174 (15.9)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">1&#x02013;2 portion/d</td>
<td valign="top" align="left">527 (57.5)</td>
<td valign="top" align="left">634 (57.9)</td>
<td/>
<td valign="top" align="left">1.59 (1.27, 2.00)</td>
<td valign="top" align="left">1.42 (1.11, 1.81)</td>
</tr> <tr>
<td valign="top" align="left">&#x02265;3 portion/d</td>
<td valign="top" align="left">159 (17.4)</td>
<td valign="top" align="left">287 (26.2)</td>
<td/>
<td valign="top" align="left">2.39 (1.81, 3.15)</td>
<td valign="top" align="left">1.60 (1.19, 2.16)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Meat</bold>, <italic><bold>n</bold></italic> <bold>(%)</bold></td>
<td valign="top" align="left">0.001</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Never</td>
<td valign="top" align="left">76 (8.3)</td>
<td valign="top" align="left">67 (6.1)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">1&#x02013;2 portion/week</td>
<td valign="top" align="left">503 (54.9)</td>
<td valign="top" align="left">538 (49.1)</td>
<td/>
<td valign="top" align="left">1.21 (0.85, 1.72)</td>
<td valign="top" align="left">0.72 (0.48, 1.07)</td>
</tr> <tr>
<td valign="top" align="left">&#x02265;3 portion/week</td>
<td valign="top" align="left">337 (36.8)</td>
<td valign="top" align="left">490 (44.7)</td>
<td/>
<td valign="top" align="left">1.65 (1.15, 2.36)</td>
<td valign="top" align="left">0.92 (0.60, 1.40)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Legumes</bold>, <italic><bold>n</bold></italic> <bold>(%)</bold></td>
<td valign="top" align="left">0.014</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Never</td>
<td valign="top" align="left">60 (6.6)</td>
<td valign="top" align="left">41 (3.7)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">1&#x02013;2 portion/week</td>
<td valign="top" align="left">631 (68.9)</td>
<td valign="top" align="left">764 (69.8)</td>
<td/>
<td valign="top" align="left">1.77 (1.17, 2.67)</td>
<td valign="top" align="left">1.12 (0.71, 1.77)</td>
</tr> <tr>
<td valign="top" align="left">&#x02265;3 portion/week</td>
<td valign="top" align="left">225 (24.6)</td>
<td valign="top" align="left">290 (26.5)</td>
<td/>
<td valign="top" align="left">1.89 (1.22, 2.91)</td>
<td valign="top" align="left">0.96 (0.59, 1.56)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Fish</bold>, <italic><bold>n</bold></italic> <bold>(%)</bold></td>
<td valign="top" align="left">&#x0003C;0.001</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Never</td>
<td valign="top" align="left">175 (19.1)</td>
<td valign="top" align="left">110 (10.0)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">1&#x02013;2 portion/week</td>
<td valign="top" align="left">611 (66.7)</td>
<td valign="top" align="left">759 (69.3)</td>
<td/>
<td valign="top" align="left">1.98 (1.52, 2.57)</td>
<td valign="top" align="left">1.40 (1.04, 1.89)</td>
</tr> <tr>
<td valign="top" align="left">&#x02265;3 portion/week</td>
<td valign="top" align="left">130 (14.2)</td>
<td valign="top" align="left">226 (20.6)</td>
<td/>
<td valign="top" align="left">2.77 (2.01, 3.81)</td>
<td valign="top" align="left">1.25 (0.85, 1.83)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Nuts</bold>, <italic><bold>n</bold></italic> <bold>(%)</bold></td>
<td valign="top" align="left">&#x0003C;0.001</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Never</td>
<td valign="top" align="left">449 (49.0)</td>
<td valign="top" align="left">304 (27.8)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">1&#x02013;2 portion/week</td>
<td valign="top" align="left">419 (45.7)</td>
<td valign="top" align="left">633 (57.8)</td>
<td/>
<td valign="top" align="left">2.23 (1.84, 2.70)</td>
<td valign="top" align="left">1.87 (1.52, 2.30)</td>
</tr> <tr>
<td valign="top" align="left">&#x02265;3 portion/week</td>
<td valign="top" align="left">48 (5.2)</td>
<td valign="top" align="left">158 (14.4)</td>
<td/>
<td valign="top" align="left">4.86 (3.41, 6.93)</td>
<td valign="top" align="left">3.12 (2.12, 4.59)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Whole grains</bold>, <italic><bold>n</bold></italic> <bold>(%)</bold></td>
<td valign="top" align="left">&#x0003C;0.001</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Never</td>
<td valign="top" align="left">290 (31.7)</td>
<td valign="top" align="left">277 (25.3)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">1&#x02013;2 portion/week</td>
<td valign="top" align="left">403 (44.0)</td>
<td valign="top" align="left">406 (37.1)</td>
<td/>
<td valign="top" align="left">1.05 (0.85, 1.31)</td>
<td valign="top" align="left">0.87 (0.69, 1.10)</td>
</tr> <tr>
<td valign="top" align="left">&#x02265;3 portion/week</td>
<td valign="top" align="left">223 (24.3)</td>
<td valign="top" align="left">412 (37.6)</td>
<td/>
<td valign="top" align="left">1.93 (1.53, 2.44)</td>
<td valign="top" align="left">1.47 (1.14, 1.88)</td>
</tr> <tr>
<td valign="top" align="left" colspan="3"><bold>Sweets</bold>, <italic><bold>n</bold></italic> <bold>(%)</bold></td>
<td valign="top" align="left">0.043</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left">Never</td>
<td valign="top" align="left">88 (9.6)</td>
<td valign="top" align="left">72 (6.6)</td>
<td/>
<td valign="top" align="left">1</td>
<td valign="top" align="left">1</td>
</tr> <tr>
<td valign="top" align="left">1&#x02013;2 portion/week</td>
<td valign="top" align="left">411 (44.9)</td>
<td valign="top" align="left">504 (46)</td>
<td/>
<td valign="top" align="left">1.50 (1.07, 2.10)</td>
<td valign="top" align="left">1.30 (0.90, 1.87)</td>
</tr> <tr>
<td valign="top" align="left">&#x02265;3 portion/week</td>
<td valign="top" align="left">417 (45.5)</td>
<td valign="top" align="left">519 (47.4)</td>
<td/>
<td valign="top" align="left">1.52 (1.09, 2.13)</td>
<td valign="top" align="left">1.26 (0.88, 1.82)</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p><sup>&#x0002A;</sup>Analyses were adjusted for all variables presented in the table.</p>
</table-wrap-foot>
</table-wrap>
<p>The average Y-HEI scores for children and adolescents with adequate physical activity compared to those with inadequate activity were 53.0 &#x000B1; 12.0 and 50.9 &#x000B1; 11.2, respectively (<italic>p</italic> &#x0003C; 0.001). After controlling for all previously identified significant background, dietary, and lifestyle variables related to the outcome, children and adolescents in the highest tertile of YEHI scores showed a 60% greater likelihood of engaging in adequate physical activity (OR = 1.60, 95% CI: 1.27, 2.01; <xref ref-type="table" rid="T4">Table 4</xref>). Notably, the diet quality score exhibited a linear relationship with the likelihood of achieving adequate sleep duration, with a 1-SD increase corresponding to an OR of 1.24 (95% CI: 1.13, 1.37).</p>
<table-wrap position="float" id="T4">
<label>Table 4</label>
<caption><p>Association between diet quality of children and adolescents and adequate level of physical activity (<italic>n</italic> = 2,011).</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th/>
<th valign="top" align="center" colspan="3"><bold>Y-HEI, OR (95% CI)</bold></th>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td/>
<td valign="top" align="center"><bold>T1</bold></td>
<td valign="top" align="center"><bold>T2</bold></td>
<td valign="top" align="center"><bold>T3</bold></td>
<td valign="top" align="center"><bold>1-SD increase</bold></td>
</tr> <tr>
<td valign="top" align="left" colspan="5"><bold>Adequate physical activity</bold></td>
</tr> <tr>
<td valign="top" align="left">Model 1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1.26 (1.02, 1.55)</td>
<td valign="top" align="center">1.50 (1.21, 1.86)</td>
<td valign="top" align="center">1.20 (1.10, 1.31)</td>
</tr> <tr>
<td valign="top" align="left">Model 2</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1.26 (1.02, 1.56)</td>
<td valign="top" align="center">1.54 (1.24, 1.91)</td>
<td valign="top" align="center">1.22 (1.11, 1.33)</td>
</tr> <tr>
<td valign="top" align="left">Model 3</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1.25 (1.01, 1.56)</td>
<td valign="top" align="center">1.60 (1.27, 2.01)</td>
<td valign="top" align="center">1.24 (1.13, 1.37)</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p>Model 1, unadjusted.</p>
<p>Model 2, adjusted for: age groups and parent&#x00027;s age.</p>
<p>Model 3, adjusted for: breakfast habit, eating out of home and eating at school.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s4">
<title>4 Discussion</title>
<p>The objective of this study was to investigate the relationship between lifestyle choices and eating patterns linked to sufficient levels of physical activity in younger age groups within the Mediterranean area. Focusing on children and adolescents from five distinct nations, the research analyzed eating behaviors across these varied regions. This approach aimed to deliver an in-depth analysis of the elements affecting physical activity in the unique cultural and geographical settings of the Mediterranean. Findings highlighted key demographic traits of both parents and the young participants involved in the research, children with parents younger than 44 years old tend to exhibit a more adequate level of physical activity compared to those aged 45 and older. This association could be explained by several factors. Younger parents are often more physically active themselves, as they may have greater energy levels and fewer age-related health issues that could hinder participation in physical activities: as a result, they may serve as role models for their children, encouraging more active lifestyles (<xref ref-type="bibr" rid="B26">26</xref>). Moreover, younger parents might also be more engaged in modern trends and practices, such as enrolling their children in sports or outdoor activities. In contrast, older parents may have more established routines or face physical limitations that could affect their ability to model or encourage physical activity (<xref ref-type="bibr" rid="B27">27</xref>). Moreover, younger parents might prioritize fitness and active lifestyles, driven by cultural and societal expectations or a desire to model healthy behaviors for their children (<xref ref-type="bibr" rid="B28">28</xref>).</p>
<p>The relationship between employment status and physical activity levels revealed that unemployed parents exhibited significantly higher levels of physical activity compared to employed parents. This finding may be explained by the differences in time availability and daily routines between the two groups. Unemployed parents often have more discretionary time, which could allow them to engage in physical activities such as walking, exercising, or playing with their children (<xref ref-type="bibr" rid="B29">29</xref>). Conversely, employed parents may face greater time constraints due to work commitments and the demands of balancing professional and familial responsibilities, leaving them with fewer opportunities for regular physical activity. A similar result was found in a study where it was observed that parental employment is inversely associated with physical activity in girls, particularly when mothers are employed, as girls are less likely to engage in physical activity (<xref ref-type="bibr" rid="B30">30</xref>). In contrast, educational attainment appeared to have a positive association with physical activity adequacy, with parents holding higher levels of education demonstrating better adherence to recommended activity levels. This trend might be attributed to increased health literacy among more educated individuals, leading to a greater awareness of the benefits of physical activity and a stronger motivation to incorporate it into their lifestyle (<xref ref-type="bibr" rid="B31">31</xref>). Additionally, higher education levels often correlate with access to resources and environments conducive to physical activity, such as gyms, recreational facilities, or safe outdoor spaces (<xref ref-type="bibr" rid="B32">32</xref>). These findings highlight the complex interplay between socioeconomic factors and physical activity, suggesting that tailored interventions should address the unique barriers and facilitators associated with both employment status and educational attainment to promote active lifestyles across diverse populations.</p>
<p>Concerning lifestyle and eating behaviors of children and adolescents according to the adequate level of physical activity, were identified numerous significant findings, demonstrating how various dietary habits are closely associated with adequate levels of physical activity and, more broadly, a healthy lifestyle. In particular, a positive association was found between having breakfast and an adequate level of physical activity. This association could be explained by the fact that breakfast is the first meal of the day and provides the energy needed to face daily activities, including physical exercise (<xref ref-type="bibr" rid="B33">33</xref>). Eating a healthy breakfast can improve energy levels, concentration, and motivation, thus making it easier to engage in physical activity early in the day (<xref ref-type="bibr" rid="B34">34</xref>). Moreover, those who have breakfast tend to have a more regular routine and may be more aware of the importance of a healthy lifestyle, including physical exercise (<xref ref-type="bibr" rid="B35">35</xref>). An association was also observed between eating outside the home and an adequate level of physical activity. Specifically, individuals who reported eating meals outside the home, including those consumed at restaurants or other external settings, demonstrated a significant positive association with higher levels of physical activity. Eating outside the home may be a factor influencing the likelihood of engaging in sufficient physical activity. This could be explained by several factors. For instance, eating out may be linked to more structured meal times, which in turn may encourage individuals to maintain a routine that includes physical activity (<xref ref-type="bibr" rid="B36">36</xref>). Furthermore, certain external dining environments may promote healthier food choices, which may foster a more active lifestyle overall (<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>). Similarly, a positive association was found for those who ate at school, reinforcing the connection between regular eating patterns and higher activity levels. School meals are often structured and provide balanced nutritional options, which could contribute to improved overall health and increased energy, facilitating physical activity (<xref ref-type="bibr" rid="B39">39</xref>). Additionally, the school environment itself may encourage physical activity through organized sports, physical education programs, and opportunities for active play during breaks (<xref ref-type="bibr" rid="B40">40</xref>). Both findings highlight the role of eating habits, particularly in structured settings such as eating out or at school, as significant factors in supporting an active lifestyle. These patterns suggest that external dining environments, whether at school or outside the home, may influence not only dietary choices but also broader lifestyle behaviors, such as engaging in regular physical activity. Understanding these connections can be important for developing interventions aimed at promoting physical activity and healthy eating in various social contexts (<xref ref-type="bibr" rid="B41">41</xref>).</p>
<p>Children and adolescents who reported a sleep duration (8&#x02013;10 h) closest to the recommended one were significantly more likely to achieve adequate levels of physical activity, while those with excessive daily screen time (&#x0003E;4 h) were less likely to engage in adequate physical activity. These findings suggest a possible relationship between sleep patterns, screen time, and physical activity, where certain behaviors, such as adequate sleep and limited screen exposure, might encourage greater engagement in physical activities (<xref ref-type="bibr" rid="B42">42</xref>). One explanation could be that teenagers who sleep less may have more time during the day to engage in physical activities, as they are awake for a longer period (<xref ref-type="bibr" rid="B43">43</xref>). However, it&#x00027;s important to note that insufficient physical activity is generally associated with negative health outcomes, so this relationship may not be entirely beneficial in the long term (<xref ref-type="bibr" rid="B44">44</xref>). On the other hand, limiting screen time, especially in the context of sedentary activities like watching television or using digital devices, could promote a more active lifestyle (<xref ref-type="bibr" rid="B45">45</xref>). These findings are consistent with other studies: one in particular conducted in America, which investigated the relationship between physical activity, screen time, and the quantity and quality of sleep among U.S. adolescents aged 16&#x02013;19. This study revealed that adolescents who meet the recommendations for physical activity might be more likely to experience insufficient sleep, as well as those who spend more time in front of screens (<xref ref-type="bibr" rid="B46">46</xref>). With fewer opportunities for passive activities, such as sitting for extended periods, teenagers may be more likely to participate in physical activities instead.</p>
<p>Regarding the association between an adequate level of physical activity of children and adolescents and the consumption of certain food groups, the study found that individuals who consumed fruit and vegetables, compared to those who did not, had an adequate level of physical activity. The association between an adequate level of physical activity and the consumption of fruits and vegetables can be explained through several biological and behavioral mechanisms linking nutrition to physical performance (<xref ref-type="bibr" rid="B47">47</xref>). Fruits and vegetables are foods rich in essential nutrients such as vitamins, minerals, fiber, and antioxidants, which support metabolism and muscle health, thus enhancing the ability to engage in regular physical activity (<xref ref-type="bibr" rid="B48">48</xref>). These foods also contribute to inflammation management and improved muscle recovery, both of which are crucial for physical exercise (<xref ref-type="bibr" rid="B49">49</xref>). Additionally, the presence of nutrients such as potassium and magnesium promotes proper muscle function and increased endurance during physical activity (<xref ref-type="bibr" rid="B50">50</xref>). Another important aspect is that a balanced diet, which includes fruits and vegetables, can have a positive impact on psychological well being and energy, stimulating motivation and the desire to engage in physical activity (<xref ref-type="bibr" rid="B51">51</xref>). This is particularly significant for children and adolescents, as it can help establish long-term healthy habits and foster a positive relationship with physical activity (<xref ref-type="bibr" rid="B52">52</xref>). By supporting both physical and mental health, a diet rich in fruits and vegetables can play a key role in promoting healthy development and reducing the risk of obesity, metabolic disorders, and other chronic health issues later in life (<xref ref-type="bibr" rid="B53">53</xref>). Therefore, the results suggest that the inclusion of these foods in the diet may not only improve overall health but also encourage physically active behavior, helping children and adolescents lead healthier and more active lives (<xref ref-type="bibr" rid="B54">54</xref>).</p>
<p>Similar results have been found for the consumption of cereals and whole grains because these foods, like fruits and vegetables, are rich in essential nutrients that support overall well being and promote physical activity. Whole grains, in fact, contain higher amounts of fiber, B vitamins, minerals (such as magnesium), and antioxidants compared to refined cereals (<xref ref-type="bibr" rid="B55">55</xref>). These nutrients are crucial for energy metabolism, muscle health, and inflammation regulation, all factors that positively influence the ability to engage in regular physical activity (<xref ref-type="bibr" rid="B56">56</xref>). The fiber present in whole grains also improves digestion and helps maintain stable blood sugar levels, preventing insulin spikes that could impair energy during physical activity (<xref ref-type="bibr" rid="B57">57</xref>). Furthermore, the consumption of whole grains has been shown to improve physical endurance and muscle recovery, as they provide slow-release energy, helping to sustain prolonged physical activity (<xref ref-type="bibr" rid="B58">58</xref>). Furthermore, it is not surprising to find that children and adolescents who engage in regular physical activity consume at least two servings of cereals per day, as they provide slow-release energy, which is essential for maintaining stable blood glucose levels during exercise (<xref ref-type="bibr" rid="B59">59</xref>). This type of sustained energy is particularly useful for prolonged or high-intensity physical activities, as it helps prevent sudden energy drops and improves overall endurance (<xref ref-type="bibr" rid="B60">60</xref>).</p>
<p>Regarding protein sources, significant results have been observed, particularly in relation to intermediate consumption, equivalent to 1&#x02013;2 servings of meat, fish, and legumes. In general, children and adolescents who consume these foods more frequently appear to have a more adequate level of physical activity compared to those who consume them in limited or negligible amounts. The association between intermediate consumption of meat, fish, and legumes and an adequate level of physical activity can be explained by considering the crucial role that proteins play in supporting muscle mass and energy metabolism (<xref ref-type="bibr" rid="B61">61</xref>). The proteins provided by meat, fish, and legumes are essential for muscle building and recovery, two key aspects for individuals engaged in regular physical activity (<xref ref-type="bibr" rid="B62">62</xref>). Adequate protein intake also promotes muscle protein synthesis, which helps improve strength and endurance, thus optimizing physical performance (<xref ref-type="bibr" rid="B63">63</xref>). Furthermore, a balanced diet that includes a variety of protein sources can contribute to optimal energy management, improving the ability to perform physical activity regularly without early fatigue (<xref ref-type="bibr" rid="B64">64</xref>). This is particularly relevant for children and adolescents, as they are often involved in sports and other activities that require sustained energy and physical endurance. Therefore, intermediate consumption of these foods provides a sufficient amount of essential nutrients without overloading the body, optimally supporting physical activity and promoting an adequate level of activity (<xref ref-type="bibr" rid="B65">65</xref>). By focusing on balanced protein intake from meat, fish, and legumes, children and adolescents are better able to fuel their growing bodies and maintain the physical stamina needed for daily activities (<xref ref-type="bibr" rid="B52">52</xref>). Research suggests that individuals who follow a diet with balanced protein consumption from meat, fish, and legumes have more energy and endurance, facilitating engagement in physical activity (<xref ref-type="bibr" rid="B66">66</xref>).</p>
<p>The same result has also been found for dairy consumption, which, in addition to providing proteins, is also an excellent source of fats. Dairy products, particularly whole milk, cheese, and yogurt, contribute to energy balance, muscle repair, and overall metabolic health (<xref ref-type="bibr" rid="B25">25</xref>). Proteins in dairy products are of high biological value, meaning they contain all the essential amino acids needed for muscle growth, repair, and maintenance, which is critical for individuals engaging in physical activity (<xref ref-type="bibr" rid="B67">67</xref>). Additionally, the fats in dairy, especially saturated fats, provide a concentrated source of energy, which can support prolonged physical exertion and aid in recovery post-exercise (<xref ref-type="bibr" rid="B68">68</xref>). Moreover, the fats in dairy products play a role in the absorption of fat-soluble vitamins (such as vitamins A, D, E, and K), which are important for maintaining overall health and supporting various physiological functions, including those that regulate physical performance (<xref ref-type="bibr" rid="B69">69</xref>). These nutrients, combined with the proteins, help enhance endurance, strength, and recovery, which is why dairy consumption has been linked to higher levels of physical activity and improving motivation to be physically active (<xref ref-type="bibr" rid="B70">70</xref>).</p>
<p>Another interesting result, in line with what was described earlier, pertains to the consumption of nuts, as they are a rich source of healthy fats, protein, and fiber, which contribute to overall health and support physical activity. Nuts, such as almonds, walnuts, and pistachios, contain a high concentration of monounsaturated and polyunsaturated fats, which are beneficial for cardiovascular health and provide a sustained source of energy during physical exertion (<xref ref-type="bibr" rid="B71">71</xref>). In addition to their healthy fat content, nuts also provide essential nutrients like magnesium, potassium, and vitamin E, which support muscle function, electrolyte balance, and reduce oxidative stress, respectively (<xref ref-type="bibr" rid="B72">72</xref>). These factors play a role in improving endurance, muscle recovery, and overall exercise performance. Furthermore, the protein and fiber in nuts help with satiety and energy regulation, preventing fatigue and supporting sustained physical activity over longer periods (<xref ref-type="bibr" rid="B73">73</xref>).</p>
<p>All these results, when considered together, provide a clear picture of how a healthy lifestyle, which includes not only a balanced diet with the right intake of macro and micronutrients, is closely related to an adequate level of physical activity concerning the diet quality of children and adolescents and the association with an adequate level of physical activity. This emphasizes the importance of promoting healthy eating habits from a young age, as a balanced diet not only supports healthy growth but also encourages physically active behaviors (<xref ref-type="bibr" rid="B53">53</xref>). The integration of nutrition and physical activity can thus, play a crucial role in the development and maintenance of long-term health (<xref ref-type="bibr" rid="B74">74</xref>). Moreover, the fact that such associations emerge even in a younger population suggests the importance of early intervention, instilling habits that can reduce the risk of chronic diseases and improve quality of life (<xref ref-type="bibr" rid="B75">75</xref>).</p>
<p>To our knowledge, this research stands out for its ability to assess lifestyle factors related to physical activity among children and adolescents across five Mediterranean countries using a standardized methodology. Nonetheless, the findings must be interpreted while acknowledging certain limitations. The study&#x00027;s cross-sectional nature prevents the establishment of causal relationships. In fact, there is no actual causal relationship, while we hypothesize that the variables examined in the context of adequate physical activity are part of an overall cluster of healthy behaviors characterized by a more active lifestyle. Additionally, potential reporting bias may arise from the reliance on parental questionnaires to gather information about dietary patterns and eating behaviors. Hence, the reporting findings may suffer from involuntary recall bias or voluntary social desirability bias (to align with societal expectations of being health-conscious), although it should be systematically applied to all variables to truly affect the results (which is unlikely).</p>
<p>This study highlights the strong associations between healthy lifestyle behaviors and adequate physical activity levels in children and adolescents across the Mediterranean region. Regular breakfast consumption, frequent family meals, sufficient sleep (8&#x02013;10 h), and a higher diet quality (rich on fruits, whole grains, fish, and legumes) were positively linked to greater physical activity engagement. Conversely, excessive screen time (&#x0003E;4 h/day) was associated with lower physical activity levels. These findings underscore the importance of balanced lifestyles and healthy dietary patterns in promoting well being. The study highlights the need for an integrated approach that combines dietary education and lifestyle interventions to encourage healthier habits in children and adolescents. Collaboration among parents, educators, and healthcare professionals is essential to create a supportive environment that fosters nutritious food choices and an active lifestyle. Such an environment, equipped with resources, educational programs, and practical strategies, can help families make informed decisions, ultimately improving dietary habits, physical activity levels, and long-term health outcomes in children.</p></sec>
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<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, upon reasonable request.</p>
</sec>
<sec sec-type="ethics-statement" id="s6">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Institutional Review Board of Mondragon University (protocol code no. IEB-20230704, approval date 4 July 2023). The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>AR: Formal analysis, Writing &#x02013; original draft, Visualization, Conceptualization, Methodology. FS: Writing &#x02013; original draft, Supervision, Conceptualization. MT: Writing &#x02013; review &#x00026; editing. FG: Supervision, Writing &#x02013; original draft, Conceptualization. AA: Writing &#x02013; review &#x00026; editing. KT: Writing &#x02013; review &#x00026; editing. OA: Writing &#x02013; review &#x00026; editing, Funding acquisition. MA: Writing &#x02013; review &#x00026; editing. EF-T: Writing &#x02013; review &#x00026; editing, Visualization. JP: Funding acquisition, Writing &#x02013; review &#x00026; editing, Project administration. LV-A: Funding acquisition, Writing &#x02013; review &#x00026; editing. JA-I: Writing &#x02013; review &#x00026; editing. LM: Writing &#x02013; review &#x00026; editing. ND: Writing &#x02013; review &#x00026; editing. AM: Data curation, Writing &#x02013; review &#x00026; editing, Resources. AC: Writing &#x02013; review &#x00026; editing, Resources, Data curation. PB: Data curation, Resources, Methodology, Funding acquisition, Writing &#x02013; review &#x00026; editing. GG: Conceptualization, Funding acquisition, Resources, Writing &#x02013; original draft, Formal analysis, Supervision, Data curation, Methodology.</p>
</sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. The DELICIOUS project is funded by the PRIMA programme supported by the European Union (Grant Agreement No. 2131).</p>
</sec>
<ack><p>The authors are thankful to all parents that took part in the survey and the research assistants helping with data management.</p>
</ack>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="ai-statement" id="s9">
<title>Generative AI statement</title>
<p>The author(s) declare that no Gen AI was used in the creation of this manuscript.</p></sec>
<sec sec-type="disclaimer" id="s10">
<title>Publisher&#x00027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Warburton</surname> <given-names>DER</given-names></name> <name><surname>Bredin</surname> <given-names>SSD</given-names></name></person-group>. <article-title>Health benefits of physical activity: a systematic review of current systematic reviews</article-title>. <source>Curr Opin Cardiol.</source> (<year>2017</year>) <volume>32</volume>:<fpage>541</fpage>&#x02013;<lpage>56</lpage>. <pub-id pub-id-type="doi">10.1097/HCO.0000000000000437</pub-id><pub-id pub-id-type="pmid">28708630</pub-id></citation></ref>
<ref id="B2">
<label>2.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname> <given-names>K</given-names></name> <name><surname>Shin</surname> <given-names>YJ</given-names></name> <name><surname>Nam</surname> <given-names>JH</given-names></name> <name><surname>Choi</surname> <given-names>BY</given-names></name> <name><surname>Kim</surname> <given-names>MK</given-names></name></person-group>. <article-title>A dose-response relationship between types of physical activity and distress</article-title>. <source>J Korean Med Sci.</source> (<year>2008</year>) <volume>23</volume>:<fpage>218</fpage>&#x02013;<lpage>25</lpage>. <pub-id pub-id-type="doi">10.3346/jkms.2008.23.2.218</pub-id><pub-id pub-id-type="pmid">18437003</pub-id></citation></ref>
<ref id="B3">
<label>3.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Anderson</surname> <given-names>E</given-names></name> <name><surname>Durstine</surname> <given-names>JL</given-names></name></person-group>. <article-title>Physical activity, exercise, and chronic diseases: a brief review</article-title>. <source>Sports Med Health Sci.</source> (<year>2019</year>) <volume>1</volume>:<fpage>3</fpage>&#x02013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1016/j.smhs.2019.08.006</pub-id><pub-id pub-id-type="pmid">35782456</pub-id></citation></ref>
<ref id="B4">
<label>4.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Miko</surname> <given-names>H-C</given-names></name> <name><surname>Zillmann</surname> <given-names>N</given-names></name> <name><surname>Ring-Dimitriou</surname> <given-names>S</given-names></name> <name><surname>Dorner</surname> <given-names>TE</given-names></name> <name><surname>Titze</surname> <given-names>S</given-names></name> <name><surname>Bauer</surname> <given-names>R</given-names></name></person-group>. [effects of physical activity on health]. <source>Gesundheitswesen.</source> (<year>2020</year>) <volume>82</volume>:<fpage>S184</fpage>&#x02013;<lpage>95</lpage>. <pub-id pub-id-type="doi">10.1055/a-1217-0549</pub-id><pub-id pub-id-type="pmid">32984942</pub-id></citation></ref>
<ref id="B5">
<label>5.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Carter</surname> <given-names>MI</given-names></name> <name><surname>Hinton</surname> <given-names>PS</given-names></name></person-group>. <article-title>Physical activity and bone health</article-title>. <source>Mo Med.</source> (<year>2014</year>) <volume>111</volume>:<fpage>59</fpage>&#x02013;<lpage>64</lpage>.</citation>
</ref>
<ref id="B6">
<label>6.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Peluso</surname> <given-names>MAM</given-names></name> <name><surname>Guerra</surname> <given-names>de</given-names></name></person-group>. <article-title>Andrade LHS. Physical activity and mental health: the association between exercise and mood</article-title>. <source>Clinics</source>. (<year>2005</year>) <volume>60</volume>:<fpage>61</fpage>&#x02013;<lpage>70</lpage>. <pub-id pub-id-type="doi">10.1590/S1807-59322005000100012</pub-id></citation>
</ref>
<ref id="B7">
<label>7.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname> <given-names>I-M</given-names></name> <name><surname>Shiroma</surname> <given-names>EJ</given-names></name> <name><surname>Lobelo</surname> <given-names>F</given-names></name> <name><surname>Puska</surname> <given-names>P</given-names></name> <name><surname>Blair</surname> <given-names>SN</given-names></name> <name><surname>Katzmarzyk</surname> <given-names>PT</given-names></name> <name><surname>Lancet Physical Activity Series Working</surname> <given-names>Group</given-names></name></person-group>. <article-title>Effect of physical inactivity on major non-communicable diseases worldwide: an analysis of burden of disease and life expectancy</article-title>. <source>Lancet</source>. (<year>2012</year>) <volume>380</volume>:<fpage>219</fpage>&#x02013;<lpage>29</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(12)61031-9</pub-id><pub-id pub-id-type="pmid">22818936</pub-id></citation></ref>
<ref id="B8">
<label>8.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alves</surname> <given-names>JGB</given-names></name> <name><surname>Alves</surname> <given-names>GV</given-names></name></person-group>. <article-title>Effects of physical activity on children&#x00027;s growth</article-title>. <source>J Pediatr.</source> (<year>2019</year>) 95 Suppl <volume>1</volume>:<fpage>72</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1016/j.jped.2018.11.003</pub-id><pub-id pub-id-type="pmid">30593790</pub-id></citation></ref>
<ref id="B9">
<label>9.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Eime</surname> <given-names>RM</given-names></name> <name><surname>Young</surname> <given-names>JA</given-names></name> <name><surname>Harvey</surname> <given-names>JT</given-names></name> <name><surname>Charity</surname> <given-names>MJ</given-names></name> <name><surname>Payne</surname> <given-names>WR</given-names></name></person-group>. <article-title>A systematic review of the psychological and social benefits of participation in sport for children and adolescents: informing development of a conceptual model of health through sport</article-title>. <source>Int J Behav Nutr Phys Act.</source> (<year>2013</year>) <volume>10</volume>:<fpage>98</fpage>. <pub-id pub-id-type="doi">10.1186/1479-5868-10-98</pub-id><pub-id pub-id-type="pmid">23945179</pub-id></citation></ref>
<ref id="B10">
<label>10.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Batch</surname> <given-names>JA</given-names></name></person-group>. <article-title>Benefits of physical activity in obese adolescents and children</article-title>. <source>Intern Med J.</source> (<year>2005</year>) <volume>35</volume>:<fpage>446</fpage>. <pub-id pub-id-type="doi">10.1111/j.1445-5004.2005.00876.x</pub-id><pub-id pub-id-type="pmid">16176464</pub-id></citation></ref>
<ref id="B11">
<label>11.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Carballo-Fazanes</surname> <given-names>A</given-names></name> <name><surname>Rico-D&#x000ED;az</surname> <given-names>J</given-names></name> <name><surname>Barcala-Furelos</surname> <given-names>R</given-names></name> <name><surname>Rey</surname> <given-names>E</given-names></name> <name><surname>Rodr&#x000ED;guez-Fern&#x000E1;ndez</surname> <given-names>JE</given-names></name> <name><surname>Varela-Casal</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>Physical activity habits and determinants, sedentary behaviour and lifestyle in university students</article-title>. <source>Int J Environ Res Public Health.</source> (<year>2020</year>) <volume>17</volume>:<fpage>3272</fpage>. <pub-id pub-id-type="doi">10.3390/ijerph17093272</pub-id><pub-id pub-id-type="pmid">32397068</pub-id></citation></ref>
<ref id="B12">
<label>12.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>YJ</given-names></name></person-group>. <article-title>An overview of current physical activity recommendations in primary care</article-title>. <source>Korean J Fam Med.</source> (<year>2019</year>) <volume>40</volume>:<fpage>135</fpage>&#x02013;<lpage>42</lpage>. <pub-id pub-id-type="doi">10.4082/kjfm.19.0038</pub-id><pub-id pub-id-type="pmid">31122003</pub-id></citation></ref>
<ref id="B13">
<label>13.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hosker</surname> <given-names>DK</given-names></name> <name><surname>Elkins</surname> <given-names>RM</given-names></name> <name><surname>Potter</surname> <given-names>MP</given-names></name></person-group>. <article-title>Promoting mental health and wellness in youth through physical activity, nutrition, and sleep</article-title>. <source>Child Adolesc Psychiatr Clin N Am.</source> (<year>2019</year>) <volume>28</volume>:<fpage>171</fpage>&#x02013;<lpage>93</lpage>. <pub-id pub-id-type="doi">10.1016/j.chc.2018.11.010</pub-id><pub-id pub-id-type="pmid">30832951</pub-id></citation></ref>
<ref id="B14">
<label>14.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Warburton</surname> <given-names>DER</given-names></name> <name><surname>Bredin</surname> <given-names>SSD</given-names></name></person-group>. <article-title>Reflections on physical activity and health: what should we recommend?</article-title> <source>Can J Cardiol.</source> (<year>2016</year>) <volume>32</volume>:<fpage>495</fpage>&#x02013;<lpage>504</lpage>. <pub-id pub-id-type="doi">10.1016/j.cjca.2016.01.024</pub-id><pub-id pub-id-type="pmid">26995692</pub-id></citation></ref>
<ref id="B15">
<label>15.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Strain</surname> <given-names>T</given-names></name> <name><surname>Flaxman</surname> <given-names>S</given-names></name> <name><surname>Guthold</surname> <given-names>R</given-names></name> <name><surname>Semenova</surname> <given-names>E</given-names></name> <name><surname>Cowan</surname> <given-names>M</given-names></name> <name><surname>Riley</surname> <given-names>LM</given-names></name> <etal/></person-group>. <article-title>National, regional, and global trends in insufficient physical activity among adults from 2000 to 2022: a pooled analysis of 507 population-based surveys with 5&#x000B7;7 million participants</article-title>. <source>Lancet Glob Health</source>. (<year>2024</year>) <volume>12</volume>:<fpage>e1232</fpage>&#x02013;<lpage>43</lpage>. <pub-id pub-id-type="doi">10.1016/S2214-109X(24)00150-5</pub-id><pub-id pub-id-type="pmid">38942042</pub-id></citation></ref>
<ref id="B16">
<label>16.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ammar</surname> <given-names>A</given-names></name> <name><surname>Trabelsi</surname> <given-names>K</given-names></name> <name><surname>Hermassi</surname> <given-names>S</given-names></name> <name><surname>Kolahi</surname> <given-names>A-A</given-names></name> <name><surname>Mansournia</surname> <given-names>MA</given-names></name> <name><surname>Jahrami</surname> <given-names>H</given-names></name> <etal/></person-group>. <article-title>Global disease burden attributed to low physical activity in 204 countries and territories from 1990 to 2019: insights from the Global Burden of Disease 2019 Study</article-title>. <source>Biol Sport.</source> (<year>2023</year>) <volume>40</volume>:<fpage>835</fpage>&#x02013;<lpage>55</lpage>. <pub-id pub-id-type="doi">10.5114/biolsport.2023.121322</pub-id><pub-id pub-id-type="pmid">37398951</pub-id></citation></ref>
<ref id="B17">
<label>17.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Grosso</surname> <given-names>G</given-names></name> <name><surname>Buso</surname> <given-names>P</given-names></name> <name><surname>Mata</surname> <given-names>A</given-names></name> <name><surname>Abdelkarim</surname> <given-names>O</given-names></name> <name><surname>Aly</surname> <given-names>M</given-names></name> <name><surname>Pinilla</surname> <given-names>J</given-names></name> <etal/></person-group>. <article-title>Understanding consumer food choices &#x00026; promotion of healthy and sustainable Mediterranean diet and lifestyle in children and adolescents through behavioural change actions: the DELICIOUS project</article-title>. <source>Int J Food Sci Nutr.</source> (<year>2024</year>) <volume>75</volume>:<fpage>527</fpage>&#x02013;<lpage>35</lpage>. <pub-id pub-id-type="doi">10.1080/09637486.2024.2353065</pub-id><pub-id pub-id-type="pmid">38797529</pub-id></citation></ref>
<ref id="B18">
<label>18.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Villodres</surname> <given-names>GC</given-names></name> <name><surname>Salvador P&#x000E9;rez</surname> <given-names>F</given-names></name> <name><surname>Muros</surname> <given-names>JJ</given-names></name></person-group>. <article-title>Factors associated with Mediterranean diet adherence in a sample of high socio-economic status children from southern Spain</article-title>. <source>Public Health Nutr.</source> (<year>2024</year>) <volume>27</volume>:<fpage>e35</fpage>. <pub-id pub-id-type="doi">10.1017/S136898002400003X</pub-id><pub-id pub-id-type="pmid">38224091</pub-id></citation></ref>
<ref id="B19">
<label>19.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sanmarchi</surname> <given-names>F</given-names></name> <name><surname>Esposito</surname> <given-names>F</given-names></name> <name><surname>Marini</surname> <given-names>S</given-names></name> <name><surname>Masini</surname> <given-names>A</given-names></name> <name><surname>Scrimaglia</surname> <given-names>S</given-names></name> <name><surname>Capodici</surname> <given-names>A</given-names></name> <etal/></person-group>. <article-title>Children&#x00027;s and families&#x00027; determinants of health-related behaviors in an Italian primary school sample: the &#x0201C;Seven Days for My Health&#x0201D; Project</article-title>. <source>Int J Environ Res Public Health</source>. (<year>2022</year>) <volume>19</volume>:<fpage>460</fpage>. <pub-id pub-id-type="doi">10.3390/ijerph19010460</pub-id><pub-id pub-id-type="pmid">35010721</pub-id></citation></ref>
<ref id="B20">
<label>20.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bonaccorsi</surname> <given-names>G</given-names></name> <name><surname>Furlan</surname> <given-names>F</given-names></name> <name><surname>Scocuzza</surname> <given-names>M</given-names></name> <name><surname>Lorini</surname> <given-names>C</given-names></name></person-group>. <article-title>Adherence to Mediterranean diet among Students from primary and middle school in the province of Taranto, 2016-2018</article-title>. <source>Int J Environ Res Public Health</source>. (<year>2020</year>) <volume>17</volume>:<fpage>5437</fpage>. <pub-id pub-id-type="doi">10.3390/ijerph17155437</pub-id><pub-id pub-id-type="pmid">32731568</pub-id></citation></ref>
<ref id="B21">
<label>21.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kuczmarski</surname> <given-names>RJ</given-names></name> <name><surname>Ogden</surname> <given-names>CL</given-names></name> <name><surname>Guo</surname> <given-names>SS</given-names></name> <name><surname>Grummer-Strawn</surname> <given-names>LM</given-names></name> <name><surname>Flegal</surname> <given-names>KM</given-names></name> <name><surname>Mei</surname> <given-names>Z</given-names></name> <etal/></person-group>. <article-title>2000 CDC Growth Charts for the United States: methods and development</article-title>. <source>Vital Health Stat 11</source>. (<year>2002</year>) <fpage>1</fpage>&#x02013;<lpage>190</lpage>.</citation>
</ref>
<ref id="B22">
<label>22.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hirshkowitz</surname> <given-names>M</given-names></name> <name><surname>Whiton</surname> <given-names>K</given-names></name> <name><surname>Albert</surname> <given-names>SM</given-names></name> <name><surname>Alessi</surname> <given-names>C</given-names></name> <name><surname>Bruni</surname> <given-names>O</given-names></name> <name><surname>DonCarlos</surname> <given-names>L</given-names></name> <etal/></person-group>. <article-title>National Sleep Foundation&#x00027;s updated sleep duration recommendations: final report</article-title>. <source>Sleep Health.</source> (<year>2015</year>) <volume>1</volume>:<fpage>233</fpage>&#x02013;<lpage>43</lpage>. <pub-id pub-id-type="doi">10.1016/j.sleh.2015.10.004</pub-id><pub-id pub-id-type="pmid">29073398</pub-id></citation></ref>
<ref id="B23">
<label>23.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Feskanich</surname> <given-names>D</given-names></name> <name><surname>Rockett</surname> <given-names>HRH</given-names></name> <name><surname>Colditz</surname> <given-names>GA</given-names></name></person-group>. <article-title>Modifying the healthy eating index to assess diet quality in children and adolescents</article-title>. <source>J Am Diet Assoc.</source> (<year>2004</year>) <volume>104</volume>:<fpage>1375</fpage>&#x02013;<lpage>83</lpage>. <pub-id pub-id-type="doi">10.1016/j.jada.2004.06.020</pub-id><pub-id pub-id-type="pmid">15354153</pub-id></citation></ref>
<ref id="B24">
<label>24.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname> <given-names>PH</given-names></name> <name><surname>Macfarlane</surname> <given-names>DJ</given-names></name> <name><surname>Lam</surname> <given-names>TH</given-names></name> <name><surname>Stewart</surname> <given-names>SM</given-names></name></person-group>. <article-title>Validity of the International Physical Activity Questionnaire Short Form (IPAQ-SF): a systematic review</article-title>. <source>Int J Behav Nutr Phys Act.</source> (<year>2011</year>) <volume>8</volume>:<fpage>115</fpage>. <pub-id pub-id-type="doi">10.1186/1479-5868-8-115</pub-id><pub-id pub-id-type="pmid">22018588</pub-id></citation></ref>
<ref id="B25">
<label>25.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Timon</surname> <given-names>CM</given-names></name> <name><surname>O&#x00027;Connor</surname> <given-names>A</given-names></name> <name><surname>Bhargava</surname> <given-names>N</given-names></name> <name><surname>Gibney</surname> <given-names>ER</given-names></name> <name><surname>Feeney</surname> <given-names>EL</given-names></name></person-group>. <article-title>Dairy consumption and metabolic health</article-title>. <source>Nutrients</source>. (<year>2020</year>) <volume>12</volume>:<fpage>3040</fpage>. <pub-id pub-id-type="doi">10.20944/preprints202008.0609.v1</pub-id></citation>
</ref>
<ref id="B26">
<label>26.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dempsey</surname> <given-names>JM</given-names></name> <name><surname>Kimiecik</surname> <given-names>JC</given-names></name> <name><surname>Horn</surname> <given-names>TS</given-names></name></person-group>. <article-title>Parental influence on children&#x00027;s moderate to vigorous physical activity participation: an expectancy-value approach</article-title>. <source>Pediatr Exerc Sci.</source> (<year>1993</year>) <volume>5</volume>:<fpage>151</fpage>&#x02013;<lpage>67</lpage>. <pub-id pub-id-type="doi">10.1123/pes.5.2.151</pub-id></citation>
</ref>
<ref id="B27">
<label>27.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Anderssen</surname> <given-names>N</given-names></name> <name><surname>Wold</surname> <given-names>B</given-names></name></person-group>. <article-title>Parental and peer influences on leisure-time physical activity in young adolescents</article-title>. <source>Res Q Exerc Sport.</source> (<year>1992</year>) <volume>63</volume>:<fpage>341</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1080/02701367.1992.10608754</pub-id><pub-id pub-id-type="pmid">1439157</pub-id></citation></ref>
<ref id="B28">
<label>28.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zecevic</surname> <given-names>CA</given-names></name> <name><surname>Tremblay</surname> <given-names>L</given-names></name> <name><surname>Lovsin</surname> <given-names>T</given-names></name> <name><surname>Michel</surname> <given-names>L</given-names></name></person-group>. <article-title>Parental influence on young children&#x00027;s physical activity</article-title>. <source>Int J Pediatr.</source> (<year>2010</year>) <volume>2010</volume>:<fpage>468526</fpage>. <pub-id pub-id-type="doi">10.1155/2010/468526</pub-id><pub-id pub-id-type="pmid">20671967</pub-id></citation></ref>
<ref id="B29">
<label>29.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xiao Lin</surname> <given-names>Yang</given-names></name> <name><surname>Telama</surname> <given-names>R</given-names></name> <name><surname>Laakso</surname> <given-names>L</given-names></name></person-group>. <article-title>Parents&#x00027; physical activity, socioeconomic status and education as predictors of physical activity and sport among children and youths - a 12-year follow-up study</article-title>. <source>Int Rev Sociol Sport</source>. (<year>1996</year>) <volume>31</volume>:<fpage>273</fpage>&#x02013;<lpage>291</lpage>. <pub-id pub-id-type="doi">10.1177/101269029603100304</pub-id></citation>
</ref>
<ref id="B30">
<label>30.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lim</surname> <given-names>C</given-names></name> <name><surname>Biddle</surname> <given-names>SJH</given-names></name></person-group>. <article-title>Longitudinal and prospective studies of parental correlates of physical activity in young people: a systematic review</article-title>. <source>Int J Sport Exerc Psychol.</source> (<year>2012</year>) <volume>10</volume>:<fpage>211</fpage>&#x02013;<lpage>20</lpage>. <pub-id pub-id-type="doi">10.1080/1612197X.2012.672006</pub-id></citation>
</ref>
<ref id="B31">
<label>31.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Martins</surname> <given-names>J</given-names></name> <name><surname>Marques</surname> <given-names>A</given-names></name> <name><surname>Peralta</surname> <given-names>M</given-names></name> <name><surname>Palmeira</surname> <given-names>A</given-names></name> <name><surname>Carreiro da Costa</surname> <given-names>F</given-names></name></person-group>. <article-title>Correlates of physical activity in young people: a narrative review of reviews. Implications for physical education based on a socio-ecological approach (Correlatos de actividad f&#x000ED;sica en j&#x000F3;venes: Una revisi&#x000F3;n narrativa de revisiones. Implicaciones para)</article-title>. <source>retos</source> (<year>2016</year>) <fpage>292</fpage>&#x02013;<lpage>299</lpage>. <pub-id pub-id-type="doi">10.47197/retos.v0i31.53505</pub-id></citation>
</ref>
<ref id="B32">
<label>32.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hinkley</surname> <given-names>T</given-names></name> <name><surname>Crawford</surname> <given-names>D</given-names></name> <name><surname>Salmon</surname> <given-names>J</given-names></name> <name><surname>Okely</surname> <given-names>AD</given-names></name> <name><surname>Hesketh</surname> <given-names>K</given-names></name></person-group>. <article-title>Preschool children and physical activity: a review of correlates</article-title>. <source>Am J Prev Med.</source> (<year>2008</year>) <volume>34</volume>:<fpage>435</fpage>&#x02013;<lpage>41</lpage>. <pub-id pub-id-type="doi">10.1016/j.amepre.2008.02.001</pub-id><pub-id pub-id-type="pmid">18407012</pub-id></citation></ref>
<ref id="B33">
<label>33.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gim&#x000E9;nez-Legarre</surname> <given-names>N</given-names></name> <name><surname>Flores-Barrantes</surname> <given-names>P</given-names></name> <name><surname>Miguel-Berges</surname> <given-names>ML</given-names></name> <name><surname>Moreno</surname> <given-names>LA</given-names></name> <name><surname>Santaliestra-Pas&#x000ED;as</surname> <given-names>AM</given-names></name></person-group>. <article-title>Breakfast characteristics and their association with energy, macronutrients, and food intake in children and adolescents: a systematic review and meta-analysis</article-title>. <source>Nutrients</source>. (<year>2020</year>) <volume>12</volume>:<fpage>2460</fpage>. <pub-id pub-id-type="doi">10.3390/nu12082460</pub-id><pub-id pub-id-type="pmid">32824257</pub-id></citation></ref>
<ref id="B34">
<label>34.</label>
<citation citation-type="journal"><person-group person-group-type="author"><collab>Bellisle F Rolland-Cachera MF Kellogg Scientific Advisory Committee</collab></person-group>. <article-title>Three consecutive (1993, 1995, 1997) surveys of food intake, nutritional attitudes and knowledge, and lifestyle in 1000 French children, aged 9-11 years</article-title>. <source>J Hum Nutr Diet</source>. (<year>2007</year>) <volume>20</volume>:<fpage>241</fpage>&#x02013;<lpage>51</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-277X.2007.00773.x</pub-id><pub-id pub-id-type="pmid">17539877</pub-id></citation></ref>
<ref id="B35">
<label>35.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Giovannini</surname> <given-names>M</given-names></name> <name><surname>Agostoni</surname> <given-names>C</given-names></name> <name><surname>Shamir</surname> <given-names>R</given-names></name></person-group>. <article-title>Symposium overview: do we all eat breakfast and is it important?</article-title> <source>Crit Rev Food Sci Nutr.</source> (<year>2010</year>) <volume>50</volume>:<fpage>97</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1080/10408390903467373</pub-id><pub-id pub-id-type="pmid">20112150</pub-id></citation></ref>
<ref id="B36">
<label>36.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lachat</surname> <given-names>C</given-names></name> <name><surname>Nago</surname> <given-names>E</given-names></name> <name><surname>Verstraeten</surname> <given-names>R</given-names></name> <name><surname>Roberfroid</surname> <given-names>D</given-names></name> <name><surname>Van Camp</surname> <given-names>J</given-names></name> <name><surname>Kolsteren</surname> <given-names>P</given-names></name></person-group>. <article-title>Eating out of home and its association with dietary intake: a systematic review of the evidence</article-title>. <source>Obes Rev.</source> (<year>2012</year>) <volume>13</volume>:<fpage>329</fpage>&#x02013;<lpage>46</lpage>. <pub-id pub-id-type="doi">10.1111/j.1467-789X.2011.00953.x</pub-id><pub-id pub-id-type="pmid">22106948</pub-id></citation></ref>
<ref id="B37">
<label>37.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fuster</surname> <given-names>M</given-names></name> <name><surname>Handley</surname> <given-names>MA</given-names></name> <name><surname>Alam</surname> <given-names>T</given-names></name> <name><surname>Fullington</surname> <given-names>LA</given-names></name> <name><surname>Elbel</surname> <given-names>B</given-names></name> <name><surname>Ray</surname> <given-names>K</given-names></name> <etal/></person-group>. <article-title>Facilitating healthier eating at restaurants: a multidisciplinary scoping review comparing strategies, barriers, motivators, and outcomes by restaurant type and initiator</article-title>. <source>Int J Environ Res Public Health</source>. (<year>2021</year>) <volume>18</volume>:<fpage>1479</fpage>. <pub-id pub-id-type="doi">10.3390/ijerph18041479</pub-id><pub-id pub-id-type="pmid">33557280</pub-id></citation></ref>
<ref id="B38">
<label>38.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Silva</surname> <given-names>SS</given-names></name> <name><surname>Rocha</surname> <given-names>A</given-names></name> <name><surname>Viegas</surname> <given-names>C</given-names></name></person-group>. <article-title>Strategies for increased adherence to the Mediterranean or healthy diet in university food services: a systematic review</article-title>. <source>Int J Food Sci Nutr.</source> (<year>2025</year>) <volume>76</volume>:<fpage>239</fpage>&#x02013;<lpage>64</lpage>. <pub-id pub-id-type="doi">10.1080/09637486.2025.2472216</pub-id><pub-id pub-id-type="pmid">40058365</pub-id></citation></ref>
<ref id="B39">
<label>39.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rossi</surname> <given-names>L</given-names></name> <name><surname>Ferrari</surname> <given-names>M</given-names></name> <name><surname>Martone</surname> <given-names>D</given-names></name> <name><surname>Benvenuti</surname> <given-names>L</given-names></name> <name><surname>De Santis</surname> <given-names>A</given-names></name></person-group>. <article-title>The promotions of sustainable lunch meals in school feeding programs: the case of Italy</article-title>. <source>Nutrients</source>. (<year>2021</year>) <volume>13</volume>:<fpage>1571</fpage>. <pub-id pub-id-type="doi">10.3390/nu13051571</pub-id><pub-id pub-id-type="pmid">34067077</pub-id></citation></ref>
<ref id="B40">
<label>40.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>P&#x000E9;rez-Ram&#x000ED;rez</surname> <given-names>JA</given-names></name> <name><surname>Gonz&#x000E1;lez-Fern&#x000E1;ndez</surname> <given-names>FT</given-names></name> <name><surname>Villa-Gonz&#x000E1;lez</surname> <given-names>E</given-names></name></person-group>. <article-title>Effect of school-based endurance and strength exercise interventions in improving body composition, physical fitness and cognitive functions in adolescents</article-title>. <source>Appl Sci.</source> (<year>2024</year>) <volume>14</volume>:<fpage>9200</fpage>. <pub-id pub-id-type="doi">10.3390/app14209200</pub-id></citation>
</ref>
<ref id="B41">
<label>41.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jayasinghe</surname> <given-names>S</given-names></name> <name><surname>Hills</surname> <given-names>AP</given-names></name></person-group>. <article-title>Strategies to improve physical activity and nutrition behaviours in children and adolescents: a review</article-title>. <source>Nutrients</source>. (<year>2023</year>) <volume>15</volume>:<fpage>3370</fpage>. <pub-id pub-id-type="doi">10.3390/nu15153370</pub-id><pub-id pub-id-type="pmid">37571307</pub-id></citation></ref>
<ref id="B42">
<label>42.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lang</surname> <given-names>C</given-names></name> <name><surname>Kalak</surname> <given-names>N</given-names></name> <name><surname>Brand</surname> <given-names>S</given-names></name> <name><surname>Holsboer-Trachsler</surname> <given-names>E</given-names></name> <name><surname>P&#x000FC;hse</surname> <given-names>U</given-names></name> <name><surname>Gerber</surname> <given-names>M</given-names></name></person-group>. <article-title>The relationship between physical activity and sleep from mid adolescence to early adulthood. A systematic review of methodological approaches and meta-analysis</article-title>. <source>Sleep Med Rev.</source> (<year>2016</year>) <volume>28</volume>:<fpage>32</fpage>&#x02013;<lpage>45</lpage>. <pub-id pub-id-type="doi">10.1016/j.smrv.2015.07.004</pub-id><pub-id pub-id-type="pmid">26447947</pub-id></citation></ref>
<ref id="B43">
<label>43.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ortega</surname> <given-names>FB</given-names></name> <name><surname>Ruiz</surname> <given-names>JR</given-names></name> <name><surname>Labayen</surname> <given-names>I</given-names></name> <name><surname>Kwak</surname> <given-names>L</given-names></name> <name><surname>Harro</surname> <given-names>J</given-names></name> <name><surname>Oja</surname> <given-names>L</given-names></name> <etal/></person-group>. <article-title>Sleep duration and activity levels in Estonian and Swedish children and adolescents</article-title>. <source>Eur J Appl Physiol.</source> (<year>2011</year>) <volume>111</volume>:<fpage>2615</fpage>&#x02013;<lpage>23</lpage>. <pub-id pub-id-type="doi">10.1007/s00421-011-1883-6</pub-id><pub-id pub-id-type="pmid">21380543</pub-id></citation></ref>
<ref id="B44">
<label>44.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Calella</surname> <given-names>P</given-names></name> <name><surname>Di Dio</surname> <given-names>M</given-names></name> <name><surname>Pelullo</surname> <given-names>CP</given-names></name> <name><surname>Di Giuseppe</surname> <given-names>G</given-names></name> <name><surname>Liguori</surname> <given-names>F</given-names></name> <name><surname>Paduano</surname> <given-names>G</given-names></name> <etal/></person-group>. <article-title>Sedentary behaviors and eating habits in active and inactive individuals: a cross-sectional study in a population from Southern Italy</article-title>. <source>Behav Sci.</source> (<year>2024</year>) <volume>14</volume>:<fpage>208</fpage>. <pub-id pub-id-type="doi">10.3390/bs14030208</pub-id><pub-id pub-id-type="pmid">38540511</pub-id></citation></ref>
<ref id="B45">
<label>45.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Presta</surname> <given-names>V</given-names></name> <name><surname>Guarnieri</surname> <given-names>A</given-names></name> <name><surname>Laurenti</surname> <given-names>F</given-names></name> <name><surname>Mazzei</surname> <given-names>S</given-names></name> <name><surname>Arcari</surname> <given-names>ML</given-names></name> <name><surname>Mirandola</surname> <given-names>P</given-names></name> <etal/></person-group>. <article-title>The impact of digital devices on children&#x00027;s health: a systematic literature review</article-title>. <source>J Funct Morphol Kinesiol</source>. (<year>2024</year>) <volume>9</volume>:<fpage>236</fpage>. <pub-id pub-id-type="doi">10.3390/jfmk9040236</pub-id><pub-id pub-id-type="pmid">39584889</pub-id></citation></ref>
<ref id="B46">
<label>46.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname> <given-names>F</given-names></name> <name><surname>Adams</surname> <given-names>SK</given-names></name> <name><surname>Cohen</surname> <given-names>SA</given-names></name> <name><surname>Earp</surname> <given-names>JE</given-names></name> <name><surname>Greaney</surname> <given-names>ML</given-names></name></person-group>. <article-title>Relationship between physical activity, screen time, and sleep quantity and quality in US adolescents aged 16&#x02013;19</article-title>. <source>Int J Environ Res Public Health</source>. (<year>2019</year>) 16: <pub-id pub-id-type="doi">10.3390/ijerph16091524</pub-id><pub-id pub-id-type="pmid">31052159</pub-id></citation></ref>
<ref id="B47">
<label>47.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Devirgiliis</surname> <given-names>C</given-names></name> <name><surname>Guberti</surname> <given-names>E</given-names></name> <name><surname>Mistura</surname> <given-names>L</given-names></name> <name><surname>Raffo</surname> <given-names>A</given-names></name></person-group>. <article-title>Effect of fruit and vegetable consumption on human health: an update of the literature</article-title>. <source>Foods</source>. (<year>2024</year>) <volume>13</volume>:<fpage>3149</fpage>. <pub-id pub-id-type="doi">10.3390/foods13193149</pub-id><pub-id pub-id-type="pmid">39410184</pub-id></citation></ref>
<ref id="B48">
<label>48.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mazzoni</surname> <given-names>L</given-names></name> <name><surname>Ariza Fern&#x000E1;ndez</surname> <given-names>MT</given-names></name> <name><surname>Capocasa</surname> <given-names>F</given-names></name></person-group>. <article-title>Potential health benefits of fruits and vegetables</article-title>. <source>Appl Sci.</source> (<year>2021</year>) <volume>11</volume>:<fpage>8951</fpage>. <pub-id pub-id-type="doi">10.3390/app11198951</pub-id></citation>
</ref>
<ref id="B49">
<label>49.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>van Zonneveld</surname> <given-names>SM</given-names></name> <name><surname>van den Oever</surname> <given-names>EJ</given-names></name> <name><surname>Haarman</surname> <given-names>BCM</given-names></name> <name><surname>Grandjean</surname> <given-names>EL</given-names></name> <name><surname>Nuninga</surname> <given-names>JO</given-names></name> <name><surname>van de Rest</surname> <given-names>O</given-names></name> <etal/></person-group>. <article-title>An anti-inflammatory diet and its potential benefit for individuals with mental disorders and neurodegenerative diseases-a narrative review</article-title>. <source>Nutrients</source>. (<year>2024</year>) <volume>16</volume>:<fpage>2646</fpage>. <pub-id pub-id-type="doi">10.3390/nu16162646</pub-id><pub-id pub-id-type="pmid">39203783</pub-id></citation></ref>
<ref id="B50">
<label>50.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Heffernan</surname> <given-names>SM</given-names></name> <name><surname>Horner</surname> <given-names>K</given-names></name> <name><surname>De Vito</surname> <given-names>G</given-names></name> <name><surname>Conway</surname> <given-names>GE</given-names></name></person-group>. <article-title>The role of mineral and trace element supplementation in exercise and athletic performance: a systematic review</article-title>. <source>Nutrients</source>. (<year>2019</year>) <volume>11</volume>:<fpage>696</fpage>. <pub-id pub-id-type="doi">10.3390/nu11030696</pub-id><pub-id pub-id-type="pmid">30909645</pub-id></citation></ref>
<ref id="B51">
<label>51.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kiebu&#x00142;a</surname> <given-names>P</given-names></name> <name><surname>Tomczyk</surname> <given-names>K</given-names></name> <name><surname>Furman</surname> <given-names>J</given-names></name> <name><surname>&#x00141;abuz-Roszak</surname> <given-names>B</given-names></name></person-group>. <article-title>Association between eating habits and physical activity in primary school students</article-title>. <source>Wiad Lek.</source> (<year>2020</year>) <volume>73</volume>:<fpage>2120</fpage>&#x02013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.36740/WLek202010103</pub-id></citation>
</ref>
<ref id="B52">
<label>52.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Belcher</surname> <given-names>BR</given-names></name> <name><surname>Zink</surname> <given-names>J</given-names></name> <name><surname>Azad</surname> <given-names>A</given-names></name> <name><surname>Campbell</surname> <given-names>CE</given-names></name> <name><surname>Chakravartti</surname> <given-names>SP</given-names></name> <name><surname>Herting</surname> <given-names>MM</given-names></name></person-group>. <article-title>The roles of physical activity, exercise, and fitness in promoting resilience during adolescence: effects on mental well-being and brain development</article-title>. <source>Biol Psychiatry Cogn Neurosci Neuroimaging.</source> (<year>2021</year>) <volume>6</volume>:<fpage>225</fpage>&#x02013;<lpage>37</lpage>. <pub-id pub-id-type="doi">10.1016/j.bpsc.2020.08.005</pub-id><pub-id pub-id-type="pmid">33067166</pub-id></citation></ref>
<ref id="B53">
<label>53.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chaudhary</surname> <given-names>A</given-names></name> <name><surname>Sudzina</surname> <given-names>F</given-names></name> <name><surname>Mikkelsen</surname> <given-names>BE</given-names></name></person-group>. <article-title>Promoting healthy eating among young people-a review of the evidence of the impact of school-based interventions</article-title>. <source>Nutrients</source>. (<year>2020</year>) <volume>12</volume>:<fpage>2894</fpage>. <pub-id pub-id-type="doi">10.3390/nu12092894</pub-id><pub-id pub-id-type="pmid">32971883</pub-id></citation></ref>
<ref id="B54">
<label>54.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wallace</surname> <given-names>TC</given-names></name> <name><surname>Bailey</surname> <given-names>RL</given-names></name> <name><surname>Blumberg</surname> <given-names>JB</given-names></name> <name><surname>Burton-Freeman</surname> <given-names>B</given-names></name> <name><surname>Chen</surname> <given-names>C-YO</given-names></name> <name><surname>Crowe-White</surname> <given-names>KM</given-names></name> <etal/></person-group>. <article-title>Fruits, vegetables, and health: a comprehensive narrative, umbrella review of the science and recommendations for enhanced public policy to improve intake</article-title>. <source>Crit Rev Food Sci Nutr.</source> (<year>2020</year>) <volume>60</volume>:<fpage>2174</fpage>&#x02013;<lpage>211</lpage>. <pub-id pub-id-type="doi">10.1080/10408398.2019.1632258</pub-id><pub-id pub-id-type="pmid">31267783</pub-id></citation></ref>
<ref id="B55">
<label>55.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dall&#x00027;Asta</surname> <given-names>M</given-names></name> <name><surname>Angelino</surname> <given-names>D</given-names></name> <name><surname>Paolella</surname> <given-names>G</given-names></name> <name><surname>Dodi</surname> <given-names>R</given-names></name> <name><surname>Pellegrini</surname> <given-names>N</given-names></name> <name><surname>Martini</surname> <given-names>D</given-names></name></person-group>. <article-title>Nutritional quality of wholegrain cereal-based products sold on the Italian market: data from the FLIP Study</article-title>. <source>Nutrients</source>. (<year>2022</year>) <volume>14</volume>:<fpage>798</fpage>. <pub-id pub-id-type="doi">10.3390/nu14040798</pub-id><pub-id pub-id-type="pmid">35215446</pub-id></citation></ref>
<ref id="B56">
<label>56.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Milesi</surname> <given-names>G</given-names></name> <name><surname>Rangan</surname> <given-names>A</given-names></name> <name><surname>Grafenauer</surname> <given-names>S</given-names></name></person-group>. <article-title>Whole grain consumption and inflammatory markers: A systematic literature review of randomized control trials</article-title>. <source>Nutrients</source>. (<year>2022</year>) <volume>14</volume>:<fpage>374</fpage>. <pub-id pub-id-type="doi">10.3390/nu14020374</pub-id><pub-id pub-id-type="pmid">35057555</pub-id></citation></ref>
<ref id="B57">
<label>57.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Giuntini</surname> <given-names>EB</given-names></name> <name><surname>Sard&#x000E1;</surname> <given-names>FAH</given-names></name> <name><surname>de Menezes</surname> <given-names>EW</given-names></name></person-group>. <article-title>The effects of soluble dietary fibers on glycemic response: an overview and futures perspectives</article-title>. <source>Foods</source>. (<year>2022</year>) <volume>11</volume>:<fpage>3934</fpage>. <pub-id pub-id-type="doi">10.3390/foods11233934</pub-id><pub-id pub-id-type="pmid">36496742</pub-id></citation></ref>
<ref id="B58">
<label>58.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>P</surname> <given-names>NPV</given-names></name> <name><surname>Joye</surname> <given-names>IJ</given-names></name></person-group>. <article-title>Dietary fibre from whole grains and their benefits on metabolic health</article-title>. <source>Nutrients</source>. (<year>2020</year>) <volume>12</volume>:<fpage>3045</fpage>. <pub-id pub-id-type="doi">10.3390/nu12103045</pub-id><pub-id pub-id-type="pmid">33027944</pub-id></citation></ref>
<ref id="B59">
<label>59.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Khan</surname> <given-names>J</given-names></name> <name><surname>Gul</surname> <given-names>P</given-names></name> <name><surname>Liu</surname> <given-names>K</given-names></name></person-group>. <article-title>Grains in a modern time: a comprehensive review of compositions and understanding their role in type 2 diabetes and cancer</article-title>. <source>Foods</source>. (<year>2024</year>) <volume>13</volume>:<fpage>2112</fpage>. <pub-id pub-id-type="doi">10.20944/preprints202406.0502.v1</pub-id></citation>
</ref>
<ref id="B60">
<label>60.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>F&#x000FC;z&#x000E9;ki</surname> <given-names>E</given-names></name> <name><surname>Banzer</surname> <given-names>W</given-names></name></person-group>. <article-title>Physical activity recommendations for health and beyond in currently inactive populations</article-title>. <source>Int J Environ Res Public Health</source>. (<year>2018</year>) <volume>15</volume>:<fpage>1042</fpage>. <pub-id pub-id-type="doi">10.3390/ijerph15051042</pub-id><pub-id pub-id-type="pmid">29789470</pub-id></citation></ref>
<ref id="B61">
<label>61.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Corsetti</surname> <given-names>G</given-names></name> <name><surname>Pasini</surname> <given-names>E</given-names></name> <name><surname>Scarabelli</surname> <given-names>TM</given-names></name> <name><surname>Romano</surname> <given-names>C</given-names></name> <name><surname>Singh</surname> <given-names>A</given-names></name> <name><surname>Scarabelli</surname> <given-names>CC</given-names></name> <etal/></person-group>. <article-title>Importance of energy, dietary protein sources, and amino acid composition in the regulation of metabolism: an indissoluble dynamic combination for life</article-title>. <source>Nutrients</source>. (<year>2024</year>) <volume>16</volume>:<fpage>2417</fpage>. <pub-id pub-id-type="doi">10.20944/preprints202406.0642.v1</pub-id></citation>
</ref>
<ref id="B62">
<label>62.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ajomiwe</surname> <given-names>N</given-names></name> <name><surname>Boland</surname> <given-names>M</given-names></name> <name><surname>Phongthai</surname> <given-names>S</given-names></name> <name><surname>Bagiyal</surname> <given-names>M</given-names></name> <name><surname>Singh</surname> <given-names>J</given-names></name> <name><surname>Kaur</surname> <given-names>L</given-names></name></person-group>. <article-title>Protein nutrition: understanding structure, digestibility, and bioavailability for optimal health</article-title>. <source>Foods</source>. (<year>2024</year>) <volume>13</volume>:<fpage>1771</fpage>. <pub-id pub-id-type="doi">10.3390/foods13111771</pub-id><pub-id pub-id-type="pmid">38890999</pub-id></citation></ref>
<ref id="B63">
<label>63.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cintineo</surname> <given-names>HP</given-names></name> <name><surname>Arent</surname> <given-names>MA</given-names></name> <name><surname>Antonio</surname> <given-names>J</given-names></name> <name><surname>Arent</surname> <given-names>SM</given-names></name></person-group>. <article-title>Effects of protein supplementation on performance and recovery in resistance and endurance training</article-title>. <source>Front Nutr.</source> (<year>2018</year>) <volume>5</volume>:<fpage>83</fpage>. <pub-id pub-id-type="doi">10.3389/fnut.2018.00083</pub-id><pub-id pub-id-type="pmid">30255023</pub-id></citation></ref>
<ref id="B64">
<label>64.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Beck</surname> <given-names>KL</given-names></name> <name><surname>Thomson</surname> <given-names>JS</given-names></name> <name><surname>Swift</surname> <given-names>RJ</given-names></name> <name><surname>von Hurst</surname> <given-names>PR</given-names></name></person-group>. <article-title>Role of nutrition in performance enhancement and postexercise recovery</article-title>. <source>Open Access J Sports Med.</source> (<year>2015</year>) <volume>6</volume>:<fpage>259</fpage>&#x02013;<lpage>67</lpage>. <pub-id pub-id-type="doi">10.2147/OAJSM.S33605</pub-id><pub-id pub-id-type="pmid">26316828</pub-id></citation></ref>
<ref id="B65">
<label>65.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Garcia-Iborra</surname> <given-names>M</given-names></name> <name><surname>Castanys-Munoz</surname> <given-names>E</given-names></name> <name><surname>Oliveros</surname> <given-names>E</given-names></name> <name><surname>Ramirez</surname> <given-names>M</given-names></name></person-group>. <article-title>Optimal protein intake in healthy children and adolescents: evaluating current evidence</article-title>. <source>Nutrients</source>. (<year>2023</year>) <volume>15</volume>:<fpage>1683</fpage>. <pub-id pub-id-type="doi">10.3390/nu15071683</pub-id><pub-id pub-id-type="pmid">37049523</pub-id></citation></ref>
<ref id="B66">
<label>66.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Capra</surname> <given-names>ME</given-names></name> <name><surname>Stanyevic</surname> <given-names>B</given-names></name> <name><surname>Giudice</surname> <given-names>A</given-names></name> <name><surname>Monopoli</surname> <given-names>D</given-names></name> <name><surname>Decarolis</surname> <given-names>NM</given-names></name> <name><surname>Esposito</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Nutrition for children and adolescents who practice sport: a narrative review</article-title>. <source>Nutrients</source>. (<year>2024</year>) <volume>16</volume>:<fpage>2803</fpage>. <pub-id pub-id-type="doi">10.3390/nu16162803</pub-id><pub-id pub-id-type="pmid">39203939</pub-id></citation></ref>
<ref id="B67">
<label>67.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Grenov</surname> <given-names>B</given-names></name> <name><surname>Larnkj&#x000E6;r</surname> <given-names>A</given-names></name> <name><surname>M&#x000F8;lgaard</surname> <given-names>C</given-names></name> <name><surname>Michaelsen</surname> <given-names>KF</given-names></name></person-group>. <article-title>Role of milk and dairy products in growth of the child</article-title>. <source>Nestle Nutr Inst Workshop Ser.</source> (<year>2020</year>) <volume>93</volume>:<fpage>77</fpage>&#x02013;<lpage>90</lpage>. <pub-id pub-id-type="doi">10.1159/000503357</pub-id><pub-id pub-id-type="pmid">31991434</pub-id></citation></ref>
<ref id="B68">
<label>68.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dror</surname> <given-names>DK</given-names></name> <name><surname>Allen</surname> <given-names>LH</given-names></name></person-group>. <article-title>Dairy product intake in children and adolescents in developed countries: trends, nutritional contribution, and a review of association with health outcomes</article-title>. <source>Nutr Rev.</source> (<year>2014</year>) <volume>72</volume>:<fpage>68</fpage>&#x02013;<lpage>81</lpage>. <pub-id pub-id-type="doi">10.1111/nure.12078</pub-id><pub-id pub-id-type="pmid">24330063</pub-id></citation></ref>
<ref id="B69">
<label>69.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rangan</surname> <given-names>AM</given-names></name> <name><surname>Flood</surname> <given-names>VM</given-names></name> <name><surname>Denyer</surname> <given-names>G</given-names></name> <name><surname>Webb</surname> <given-names>K</given-names></name> <name><surname>Marks</surname> <given-names>GB</given-names></name> <name><surname>Gill</surname> <given-names>TP</given-names></name></person-group>. <article-title>Dairy consumption and diet quality in a sample of Australian children</article-title>. <source>J Am Coll Nutr.</source> (<year>2012</year>) <volume>31</volume>:<fpage>185</fpage>&#x02013;<lpage>93</lpage>. <pub-id pub-id-type="doi">10.1080/07315724.2012.10720026</pub-id><pub-id pub-id-type="pmid">23204155</pub-id></citation></ref>
<ref id="B70">
<label>70.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sandi</surname> <given-names>S</given-names></name> <name><surname>Syahara</surname> <given-names>S</given-names></name> <name><surname>Firdaus</surname> <given-names>K</given-names></name> <name><surname>Donie</surname> <given-names>D</given-names></name> <name><surname>Rahman</surname> <given-names>D</given-names></name> <name><surname>Zarya</surname> <given-names>F</given-names></name></person-group>. <article-title>The role of nutritional status in improving physical endurance in athletes: a literature review</article-title>. <source>J Info Kesehatan.</source> (<year>2024</year>) <volume>22</volume>:<fpage>451</fpage>&#x02013;<lpage>61</lpage>. <pub-id pub-id-type="doi">10.31965/infokes.Vol22.Iss2.1557</pub-id></citation>
</ref>
<ref id="B71">
<label>71.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ros</surname> <given-names>E</given-names></name></person-group>. <article-title>Nuts and CVD</article-title>. <source>Br J Nutr.</source> (<year>2015</year>) <volume>113</volume>(Suppl 2):<fpage>S111</fpage>&#x02013;<lpage>20</lpage>. <pub-id pub-id-type="doi">10.1017/S0007114514003924</pub-id><pub-id pub-id-type="pmid">26148914</pub-id></citation></ref>
<ref id="B72">
<label>72.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ros</surname> <given-names>E</given-names></name> <name><surname>Singh</surname> <given-names>A</given-names></name> <name><surname>O&#x00027;Keefe</surname> <given-names>JH</given-names></name></person-group>. <article-title>Nuts: natural pleiotropic nutraceuticals</article-title>. <source>Nutrients</source>. (<year>2021</year>) <volume>13</volume>:<fpage>3269</fpage>. <pub-id pub-id-type="doi">10.3390/nu13093269</pub-id><pub-id pub-id-type="pmid">34579146</pub-id></citation></ref>
<ref id="B73">
<label>73.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Garrido-Miguel</surname> <given-names>M</given-names></name> <name><surname>Mart&#x000ED;nez-Vizca&#x000ED;no</surname> <given-names>V</given-names></name> <name><surname>Fern&#x000E1;ndez-Rodr&#x000ED;guez</surname> <given-names>R</given-names></name> <name><surname>Mart&#x000ED;nez-Ortega</surname> <given-names>IA</given-names></name> <name><surname>Hern&#x000E1;ndez-Castillejo</surname> <given-names>LE</given-names></name> <name><surname>Bizzozero-Peroni</surname> <given-names>B</given-names></name> <etal/></person-group>. <article-title>The role of physical fitness in the relationship between nut consumption and body composition in young adults</article-title>. <source>Nutrients</source>. (<year>2021</year>) <volume>13</volume>:<fpage>2126</fpage>. <pub-id pub-id-type="doi">10.3390/nu13062126</pub-id><pub-id pub-id-type="pmid">34205823</pub-id></citation></ref>
<ref id="B74">
<label>74.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Koehler</surname> <given-names>K</given-names></name> <name><surname>Drenowatz</surname> <given-names>C</given-names></name></person-group>. <article-title>Integrated role of nutrition and physical activity for lifelong health</article-title>. <source>Nutrients</source>. (<year>2019</year>) <volume>11</volume>:<fpage>1437</fpage>. <pub-id pub-id-type="doi">10.3390/nu11071437</pub-id><pub-id pub-id-type="pmid">31247924</pub-id></citation></ref>
<ref id="B75">
<label>75.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Airhihenbuwa</surname> <given-names>CO</given-names></name> <name><surname>Tseng</surname> <given-names>T-S</given-names></name> <name><surname>Sutton</surname> <given-names>VD</given-names></name> <name><surname>Price</surname> <given-names>L</given-names></name></person-group>. <article-title>Global perspectives on improving chronic disease prevention and management in diverse settings</article-title>. <source>Prev Chronic Dis.</source> (<year>2021</year>) <volume>18</volume>:<fpage>E33</fpage>. <pub-id pub-id-type="doi">10.5888/pcd18.210055</pub-id><pub-id pub-id-type="pmid">33830913</pub-id></citation></ref>
</ref-list>
</back>
</article>