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<front>
<journal-meta>
<journal-id journal-id-type="index">4420</journal-id>
<journal-title-group>
<journal-title specific-use="original" xml:lang="es">PENSAR EN MOVIMIENTO: Revista de Ciencias del Ejercicio y la Salud</journal-title>
<abbrev-journal-title abbrev-type="publisher" xml:lang="es">Pensar Mov.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="ppub">1409-0724</issn>
<issn pub-type="epub">1659-4436</issn>
<publisher>
<publisher-name>Universidad de Costa Rica</publisher-name>
<publisher-loc>
<country>Costa Rica</country>
<email>pensarenmovimiento.eefd@ucr.ac.cr</email>
</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="art-access-id" specific-use="redalyc">442080056008</article-id>
<article-id pub-id-type="doi">10.15517/pensarmov.v23i1.61232</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Investigación descriptiva, correlacional o cualitativa</subject>
</subj-group>
</article-categories>
<title-group>
<article-title xml:lang="en">
<bold>Age, sex and adiposity correlates of physical fitness in Costa Rican police academy cadets</bold>
</article-title>
<trans-title-group>
<trans-title xml:lang="es">Acondicionamiento físico en cadetes de policía costarricenses y su relación con la edad, sexo y adiposidad corporal</trans-title>
</trans-title-group>
<trans-title-group>
<trans-title xml:lang="pt">Condicionamento físico em cadetes da polícia costarriquenha e sua relação com idade, sexo e adiposidade corporal</trans-title>
</trans-title-group>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="no">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-8560-2902</contrib-id>
<name name-style="western">
<surname>Cervantes-Sanabria</surname>
<given-names>Jorge</given-names>
</name>
<xref ref-type="aff" rid="aff1"/>
<xref ref-type="fn" rid="fn4">
<sup> (B-C-D-E)</sup>
</xref>
<email>jorge.cervantessanabria@ucr.ac.cr</email>
</contrib>
<contrib contrib-type="author" corresp="no">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-7914-8133</contrib-id>
<name name-style="western">
<surname>Camacho-Sánchez</surname>
<given-names>Gerald</given-names>
</name>
<xref ref-type="aff" rid="aff2"/>
<xref ref-type="fn" rid="fn5">
<sup>(B-C-E)</sup>
</xref>
<email>gcamacho@msp.go.cr</email>
</contrib>
<contrib contrib-type="author" corresp="no">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9295-129X</contrib-id>
<name name-style="western">
<surname>Hernández-Elizondo</surname>
<given-names>Jessenia</given-names>
</name>
<xref ref-type="aff" rid="aff3"/>
<xref ref-type="fn" rid="fn6">
<sup>(B-C-D-E)</sup>
</xref>
<xref ref-type="fn" rid="fn7">
<sup>(B- C-D-E)</sup>
</xref>
<email>jessenia.hernandez@ucr.ac.cr</email>
</contrib>
<contrib contrib-type="author" corresp="no">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-5374-7031</contrib-id>
<name name-style="western">
<surname>Carazo-Vargas</surname>
<given-names>Pedro</given-names>
</name>
<xref ref-type="aff" rid="aff4"/>
<xref ref-type="fn" rid="fn8">
<sup>(C-D-E)</sup>
</xref>
<email>pedro.carazo@ucr.ac.cr</email>
</contrib>
<contrib contrib-type="author" corresp="no">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-6249-5131</contrib-id>
<name name-style="western">
<surname>Brazo-Sayavera</surname>
<given-names>Francisco Javier</given-names>
</name>
<xref ref-type="aff" rid="aff5"/>
<xref ref-type="fn" rid="fn9">
<sup> (B-D-E)</sup>
</xref>
<email>jbsayavera@upo.es</email>
</contrib>
<contrib contrib-type="author" corresp="no">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9687-1078</contrib-id>
<name name-style="western">
<surname>Castillo-Hernández</surname>
<given-names>Isaura M.</given-names>
</name>
<xref ref-type="aff" rid="aff6"/>
<xref ref-type="fn" rid="fn10">
<sup>(C-D-E)</sup>
</xref>
<email>isaura.castillohernandez@ucr.ac.cr</email>
</contrib>
<contrib contrib-type="author" corresp="no">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-7605-1128</contrib-id>
<name name-style="western">
<surname>Salicetti-Fonseca</surname>
<given-names>Alejandro</given-names>
</name>
<xref ref-type="aff" rid="aff7"/>
<xref ref-type="fn" rid="fn11">
<sup> (C-D-E)</sup>
</xref>
<email>alejandro.salicetti@ucr.ac.cr</email>
</contrib>
</contrib-group>
<aff id="aff1">
<institution content-type="original">University of Costa Rica, Turrialba, Costa Rica.</institution>
<country country="CR">Costa Rica</country>
<city>Turrialba</city>
<institution-wrap>
<institution content-type="orgname">University of Costa Rica</institution>
</institution-wrap>
</aff>
<aff id="aff2">
<institution content-type="original">Ministry of Public Security, San José, Costa Rica.</institution>
<country country="CR">Costa Rica</country>
<city>San José</city>
<institution-wrap>
<institution content-type="orgname">Ministry of Public Security</institution>
</institution-wrap>
</aff>
<aff id="aff3">
<institution content-type="original">School of Physical Education and Sports, University of Costa Rica. San José, Costa Rica.</institution>
<country country="CR">Costa Rica</country>
<city>San José</city>
<institution-wrap>
<institution content-type="orgname">School of Physical Education and Sports</institution>
</institution-wrap>
</aff>
<aff id="aff4">
<institution content-type="original">Human Movement Sciences Research Center, University of Costa Rica, San José, Costa Rica.</institution>
<country country="CR">Costa Rica</country>
<city>San José</city>
<institution-wrap>
<institution content-type="orgname">Human Movement Sciences Research Center</institution>
</institution-wrap>
</aff>
<aff id="aff5">
<institution content-type="original">Department of Sports and Computer Science, University Pablo de Olavide, Seville, Spain</institution>
<country country="ES">España</country>
<city>Seville</city>
<institution-wrap>
<institution content-type="orgname">Department of Sports and Computer Science</institution>
</institution-wrap>
</aff>
<aff id="aff6">
<institution content-type="original">School of Physical Education and Sports, University of Costa Rica, San José, Costa Rica.</institution>
<country country="CR">Costa Rica</country>
<city>San José</city>
<institution-wrap>
<institution content-type="orgname">School of Physical Education and Sports</institution>
</institution-wrap>
</aff>
<aff id="aff7">
<institution content-type="original">School of Physical Education and Sports, University of Costa Rica. San José, Costa Rica.</institution>
<country country="CR">Costa Rica</country>
<institution-wrap>
<institution content-type="orgname">School of Physical Education and Sports</institution>
</institution-wrap>
</aff>
<author-notes>
<fn id="fn4" fn-type="other">
<label>
<sup> (B-C-D-E)</sup>
</label>
<p>
<bold>A-</bold>Financing, <bold>B-</bold>Study design, <bold>C-</bold>Data collection, <bold>D-</bold>Statistical analysis and interpretation of results, <bold>E-</bold>Manuscript preparation</p>
</fn>
<fn id="fn5" fn-type="other">
<label>
<sup>(B-C-E)</sup>
</label>
<p>
<bold>A-</bold>Financing, <bold>B-</bold>Study design, <bold>C-</bold>Data collection, <bold>D-</bold>Statistical analysis and interpretation of results, <bold>E-</bold>Manuscript preparation</p>
</fn>
<fn id="fn6" fn-type="other">
<label>
<sup>(B-C-D-E)</sup>
</label>
<p>
<bold>A-</bold>Financing, <bold>B-</bold>Study design, <bold>C-</bold>Data collection, <bold>D-</bold>Statistical analysis and interpretation of results, <bold>E-</bold>Manuscript preparation</p>
</fn>
<fn id="fn7" fn-type="other">
<label>
<sup>(B- C-D-E)</sup>
</label>
<p>
<bold>A-</bold>Financing, <bold>B-</bold>Study design, <bold>C-</bold>Data collection, <bold>D-</bold>Statistical analysis and interpretation of results, <bold>E-</bold>Manuscript preparation</p>
</fn>
<fn id="fn8" fn-type="other">
<label>
<sup>(C-D-E)</sup>
</label>
<p>
<bold>A-</bold>Financing, <bold>B-</bold>Study design,<bold> C-</bold>Data collection, <bold>D-</bold>Statistical analysis and interpretation of results, <bold>E-</bold>Manuscript preparation</p>
</fn>
<fn id="fn9" fn-type="other">
<label>
<sup> (B-D-E)</sup>
</label>
<p>
<bold>A-</bold>Financing, <bold>B-</bold>Study design, <bold>C-</bold>Data collection, <bold>D-</bold>Statistical analysis and interpretation of results, <bold>E-</bold>Manuscript preparation</p>
</fn>
<fn id="fn10" fn-type="other">
<label>
<sup>(C-D-E)</sup>
</label>
<p>
<bold>A-</bold>Financing, <bold>B-</bold>Study design, <bold>C-</bold>Data collection, <bold>D-</bold>Statistical analysis and interpretation of results, <bold>E-</bold>Manuscript preparation</p>
</fn>
<fn id="fn11" fn-type="other">
<label>
<sup> (C-D-E)</sup>
</label>
<p>
<bold>A-</bold>Financing, <bold>B-</bold>Study design, <bold>C-</bold>Data collection, <bold>D-</bold>Statistical analysis and interpretation of results, <bold>E-</bold>Manuscript preparation</p>
</fn>
</author-notes>
<pub-date pub-type="epub-ppub">
<season>January-June</season>
<year>2025</year>
</pub-date>
<volume>23</volume>
<issue>1</issue>
<elocation-id>e61232</elocation-id>
<history>
<date date-type="received" publication-format="dd mes yyyy">
<day>24</day>
<month>07</month>
<year>2024</year>
</date>
<date date-type="accepted" publication-format="dd mes yyyy">
<day>18</day>
<month>12</month>
<year>2024</year>
</date>
<date date-type="rev-recd" publication-format="dd mes yyyy">
<day>14</day>
<month>11</month>
<year>2024</year>
</date>
<date date-type="pub" publication-format="dd mes yyyy">
<day>06</day>
<month>02</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-year>2025</copyright-year>
<copyright-holder>Universidad de Costa Rica</copyright-holder>
<ali:free_to_read/>
<license xlink:href="https://creativecommons.org/licenses/by-nc-nd/4.0/">
<ali:license_ref>https://creativecommons.org/licenses/by-nc-nd/4.0/</ali:license_ref>
<license-p>Esta obra está bajo una Licencia Creative Commons Atribución-NoComercial-SinDerivar 4.0 Internacional.</license-p>
</license>
</permissions>
<abstract xml:lang="en">
<title>Abstract</title>
<p>This study had the following objectives: (i) to characterize pre-academy physical fitness, (ii) to analyze differences by age and sex, and (iii) to examine the associations between body fat percentage (BF%) and physical fitness in Costa Rican police cadets. A total of 393 cadets participated (age = 24.98 ± 4.65 years, weight = 72.78</p>
<p>± 12.39 kg, height = 1.70 ± 0.09 m). Data were stratified into groups of 20-29 and 30-39 years of age and analyzed by sex and BF%. The tests were performed between 1 and 3 weeks during the basic training, evaluating body composition, grip strength, flexibility (S&amp;R), vertical jump (VJ), agility (Illinois test), speed (30 m), as well as anaerobic (300 m) and aerobic (2.4 km) capacity. Physical fitness varied by sex (p &lt; 0.05), except for BMI and S&amp;R. In men, each 1% increase in body fat (%) was associated with a loss of +0.034 s in agility (p = 0.004), +0.025 s in 30 m-sprint (p = 0.000), -0.20 kg, and -0.19 kg in grip strength (p = 0.010; p = 0.021), -0.64 cm in VJ (CMJ, p = 0.000), and -0.36 ml∙kg-1∙min-1 in VO2 max (p = 0.000). In women, it was associated with a loss of agility (+0.089 seconds, p</p>
<p>= 0.000), VJ (CMJ = -0.39 cm, p = 0.000), 30 m sprint (+0.046 seconds, p = 0.000), 300 m</p>
<p>sprint (+1.02 seconds; p = 0.000) and VO<sub>2 max</sub> (-0.33 ml∙kg-1∙min-1, p = 0.000). The police cadets showed a suboptimal initial physical condition. Age, sex, and body fat (%) are key factors that affect their performance.</p>
</abstract>
<trans-abstract xml:lang="es">
<title>Resumen</title>
<p>Este estudio tuvo como objetivos: (i) caracterizar la condición física pre- academia, (ii) analizar diferencias por edad y sexo, y (iii) examinar las asociaciones entre el porcentaje de grasa corporal (GC%) y la condición física en cadetes de policía costarricenses. Participaron 393 cadetes (edad = 24.98 ± 4.65 años, peso = 72.78 ± 12.39 kg, talla = 1.70 ± 0.09 m). Los datos se estratificaron en grupos de 20-29 y 30-39 años y se analizaron por sexo y GC%. Las pruebas se realizaron entre 1 y 3 semanas durante el entrenamiento básico, evaluando composición corporal, fuerza de agarre, flexibilidad (S&amp;R), salto vertical (SV), agilidad (Illinois test), velocidad (30 m) y capacidad anaeróbica (300 m) y aeróbica (2.4 km). La condición física varió según el sexo (<italic>p </italic>&lt; .05), excepto en IMC y S&amp;R. En hombres, cada aumento del 1% en la grasa corporal (%) se asoció con una pérdida de +0.034 s en agilidad (<italic>p </italic>= .004), +0.025 s en 30 m-esprint (<italic>p </italic>= .000), -0.20 kg y</p>
<p>-0.19 kg de fuerza de agarre (<italic>p </italic>= .010; <italic>p </italic>= .021), -0.64 cm en VJ (CMJ, <italic>p </italic>= .000) y -0.36 ml∙kg-1∙min-1 en VO<sub>2 máx</sub> (<italic>p </italic>= .000). En mujeres, se asoció con una pérdida de agilidad (+0.089 segundos, <italic>p </italic>= .000), SV (CMJ = -0.39 cm, <italic>p </italic>= .000), esprint de 30 m (+0.046 segundos, <italic>p </italic>= .000), esprint de 300 m (+1.02 segundos; <italic>p </italic>= .000) y VO<sub>2 máx</sub> (-0,33 ml∙kg- 1∙min-1, <italic>p </italic>= .000). Lo cadetes de policía mostraron una condición física inicial subóptima. La edad, sexo y grasa corporal (%) son factores clave que afectan su rendimiento.</p>
</trans-abstract>
<trans-abstract xml:lang="pt">
<title>Resumo</title>
<p>Este estudo teve como objetivo: (i) caracterizar a aptidão física pré- acadêmica, (ii) analisar as diferenças por idade e sexo e (iii) examinar as associações entre o percentual de gordura corporal (%GC) e a condição física em cadetes da polícia costarriquenha. Um total de 393 cadetes participaram (idade = 24,98 ± 4,65 anos, peso</p>
<p>= 72,78 ± 12,39 kg, altura = 1,70 ± 0,09 m). Os dados foram estratificados em grupos etários de 20-29 e 30-39 anos e analisados por sexo e %GC. Os testes foram realizados entre uma e três semanas durante o treinamento básico, avaliando a composição corporal, a força de preensão, a flexibilidade (S&amp;R), o salto vertical (SV), a agilidade</p>
<p>(teste de Illinois), a velocidade (30 m) e a capacidade anaeróbica (300 m) e aeróbica (2,4 km). O condicionamento físico variou de acordo com o sexo(<italic>p </italic>&lt; 0,05), exceto para IMC e S&amp;R. Nos homens, cada aumento de 1% na gordura corporal (%) foi associado a uma perda de +0,034 s em agilidade (<italic>p </italic>= 0,004), +0,025 s em 30 m-sprint (<italic>p </italic>= 0,000), -0,20 kg e -0,19 kg de força de preensão (<italic>p </italic>= 0,010; <italic>p </italic>= 0,021), -0,64 cm em SV (CMJ, <italic>p </italic>= 0,000) e</p>
<p>-0,36 ml∙kg-1∙min-1 em VO<sub>2</sub> máximo (<italic>p </italic>= 0,000). Nas mulheres, foi associado a uma perda de agilidade (+0,089 segundos, <italic>p </italic>= 0,000), SV (CMJ = -0,39 cm, <italic>p </italic>= 0,000), sprint de 30 m (+0,046 segundos, <italic>p </italic>= 0,000), sprint de 300 m (+1,02 segundos; <italic>p </italic>= 0,000) e VO<sub>2</sub> máximo (-0,33 ml∙kg-1∙min-1, <italic>p </italic>= 0,000). Os cadetes da polícia apresentaram uma condição física inicial abaixo do ideal. Idade, gênero e gordura corporal (%) são os principais fatores que afetam o desempenho.</p>
</trans-abstract>
<kwd-group xml:lang="en">
<title>Keywords</title>
<kwd>physical activity</kwd>
<kwd>performance</kwd>
<kwd>physical training &amp; conditioning</kwd>
<kwd>Costa Rican cadets</kwd>
</kwd-group>
<kwd-group xml:lang="es">
<title>Palabras clave</title>
<kwd>actividad física</kwd>
<kwd>desempeño</kwd>
<kwd>entrenamiento físico y acondicionamiento</kwd>
<kwd>cadetes costarricenses</kwd>
</kwd-group>
<kwd-group xml:lang="pt">
<title>Palavras-chave</title>
<kwd>atividade física</kwd>
<kwd>desempenho</kwd>
<kwd>treinamento físico e condicionamento</kwd>
<kwd>cadetes costarriquenhos</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="76"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>Associated editor in charge:</meta-name>
<meta-value>Ph.D. Luis Fernando Aragón-Vargas</meta-value>
</custom-meta>
<custom-meta>
<meta-name>*Pedro Carazo and Alejandro Salicetti are associated editors from Pensar en Movimiento. </meta-name>
<meta-value>The peer review process was done independently of them until a decision was made</meta-value>
</custom-meta>
<custom-meta>
<meta-name>This manuscript was submitted for mixed review.</meta-name>
<meta-value>We thank Lic. José Ángel Ramírez and the double-bind reviewer for their reviews</meta-value>
</custom-meta>
</custom-meta-group>
<custom-meta-group>
<custom-meta>
<meta-name>redalyc-journal-id</meta-name>
<meta-value>4420</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro">
<title>
<bold>1. Introduction</bold>
</title>
<p>Police cadets and new tactical trainees are required to pass fitness assessments before graduation after undertaking physical training to condition them in several countries (Orr, Dawes et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref23">2018</xref>). Tasks within law enforcement require physical fitness, and a low initial level can predispose police cadets to injuries and future health problems (Rosendal et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref69">2003</xref>; Crawley et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref18">2016</xref>). The scientific literature highlights that police students with a higher level of physical fitness are less likely to get injured and drop out of the academy, and fitness measures have been positively associated with grade point average, faster graduation, and better performance in occupational tasks (Dawes et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref24">2017</xref>; Lockie et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref48">2020</xref>; Koropanoski et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref35">2019</xref>; Kukic et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref42">2020</xref>).</p>
<p>It is also well documented that maintaining fitness and a healthy body weight can enhance police officer safety, de-escalation, and subsequently survivability in addition to overall health and wellness (Wagner et al.,<xref ref-type="bibr" rid="redalyc_442080056008_ref79"> 2023</xref>). Due to the demanding nature of police work, officers are expected to maintain a higher level of physical fitness than individuals in many other professions (Violanti et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref77">2017</xref>). Age, sex, and adiposity (body fat percentage, BF%) have been identified as factors that might influence physical fitness in police officers. For example, a general decline with age has been observed among men and women officers in key physical fitness components such as muscular endurance, strength, lower body power, and cardiorespiratory fitness (Marins et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref53">2022</xref>). Similarly, scientific evidence shows that police officers aged 20-29 year typically exhibit the best physical performance (Dawes et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref25">2017</xref>, Lockie et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref49">2019</xref>). </p>
<p>Sex differences have also been reported, with men showing higher performance in weight, vertical jump (VJ), grip strength, leg/back dynamometer tests, push-ups, and shuttle runs compared to women (Dawes et al.,<xref ref-type="bibr" rid="redalyc_442080056008_ref25"> 2017</xref>, Lockie et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref46">2019</xref>). Furthermore, adiposity has been described as a factor that significantly affects the physical ability of police officers in areas that are important for their occupation. Thus, a 1% increase in BF% has been associated with poorer results in fitness assessments, including 2.4 km run, push-ups, and sit-ups (Violanti et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref77">2017</xref>).</p>
<p>Some authors have highlighted the necessity to implement a pre-academy strength and conditioning training program to improve the cadet preparedness to undergo a demanding physical academy training (Lee et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref44">1997</xref>; Knapik et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref34">2006</xref>; Crawley et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref18">2016</xref>). However, some law enforcement academies have training programs that lack evidence-based instruction on how to maintain personal physical fitness and wellness as a police officer and without adequate progression strategies that consider age, sex and BF% differences (Shell, <xref ref-type="bibr" rid="redalyc_442080056008_ref73">2002</xref>; Crawley et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref18">2016</xref>).</p>
<p>Despite a recent international increase in studies that examine body composition and physical fitness in police jobs (Kukic et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref39">2018</xref>), evidence regarding Costa Rican officers remains lacking. Additionally, an occupational health approach could help determine how the body composition and physical fitness levels of the cadets differ (Kukic et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref42">2020</xref>). Therefore, the purpose of the current study was: (i) to provide a baseline pre-academy physical fitness characterization; (ii) to investigate age- and sex- related differences on selected measures of physical fitness; and (iii) to examine associations between BF% and physical performance in Costa Rican police academy cadets.</p>
</sec>
<sec sec-type="materials|methods">
<title>
<bold>2. Materials and methods</bold>
</title>
<sec sec-type="materials|methods">
<title>
<bold>Design and Procedures</bold>
</title>
<p>A cross-sectional study was conducted to characterize baseline pre-academic physical fitness and explore possible age or sex differences and the age and adiposity correlates of the physical characteristics of Costa Rican police cadets. Participants completed physical fitness tests using conventional field-based performance tests recommended by NSCA (Alver et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref6">2017</xref>). Therefore, the main results of the study were age, body mass (in kg), height (in cm), body mass index (BMI, in kg∙m<sub>-2</sub>), fat mass (in both kg and %), skeletal muscle mass (in both  kg and %), grip strength (in kg), lower body flexibility (in cm), vertical jump height (in cm, agility (in seconds, secs), speed (in secs), anaerobic resistance (in secs) and aerobic endurance (predicted mlO<sub>2 </sub>°kg<sub>-1</sub>°min<sub>-1</sub>). All required data collection was conducted in four visits to the police academy. The signed informed consent was obtained from all participants prior to data collection and once the study protocol was reviewed by the Scientific Ethics Committee of the University of Costa Rica and approved on July 8, 2020, according to the document CEC-294-2020. All participants provided written informed consent and received a copy of their assessment of body composition for their participation.  </p>
</sec>
<sec sec-type="materials|methods">
<title>
<bold>Participants</bold>
</title>
<p>Three hundred ninety-three recruits (age = 24.98 ± 4.65 years, weight = 72.78 ± 12.39 kg; height = 1.70 ± 0.09 m) who were enrolled in the training of the national police academy volunteered for the study. The sample was stratified by sex (men and women) and age groups (group 1: 20–29 years and group 2: 30–39 years) (Dawes et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref24">2017</xref>; Lockie et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref47">2018</xref>; Lockie et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref49">2019</xref>; Marins et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref52">2019</xref>). Before enrolling in the study, all cadets had to successfully complete a standardized physical fitness police academy test and obtain medical clearance to participate in the academy’s basic training, as inclusion criteria. Participants were recruited from four basic police training courses by an e-mail sent to the academy staff.</p>
</sec>
<sec sec-type="materials|methods">
<title>
<bold>Measures</bold>
</title>
<p>
<italic>
<underline> Demographics</underline>
</italic>. Current demographic characteristics were collected using a brief survey that requested date of birth, sex, and contact information.</p>
<p>
<italic>
<underline> Physical Fitness Testing.</underline>
</italic> Fitness testing was performed in weeks 1-3 basic training period of the police academy. Participants were encouraged to refrain from high intensity physical activity in the preceding 24 hours and to dress in a standard academy t-shirt and shorts and their own athletic shoes (Crawley et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref18">2016</xref>). Participants refrained from eating within 2-3 hours before the testing session (Lockie et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref47">2018</xref>). All tests were performed on the same day and sequenced between 8 AM and 4 PM. However, the rest intervals (~15-30 min) between the tests were not standardized due to academy-related duties included in their daily program, such as snacks and lunch times (Marins et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref53">2022</xref>). The order of the assessments went from nonfatiguing (body composition, hand grip, flexibility, and VJ, agility -Illinois-test-) to maximum speed (30 m- sprint) and ended with anaerobic (300-m sprint) and aerobic (2.4-km run) endurance tests.</p>
<p>
<italic>
<underline> Anthropometrics and Body Composition</underline>
</italic>. Barefoot standing height was measured to the nearest 0.1 cm using standard procedures. A multifrequency bioelectrical impedance analysis machine (BIA) InBody 270 (Biospace Co. Ltd, Seoul, Korea) was used for measuring body weight and full body composition. Participants were instructed to come to the laboratory station after a minimum three-hour fast and were advised to empty their bladder before measurement (Schoenfeld et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref70">2020</xref>). This method has been shown to be reliable (ICC = 0.97) and valid (<italic>r</italic> = .90 for men and<italic> r</italic> = .93 for women) compared to dual-energy x-ray absorptiometry [DXA]) method when used as a field test (Aandstad et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref4">2014</xref>; Kukić et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref41">2022</xref>. The BMI was then calculated using conventional methods.</p>
<p>
<italic>
<underline>Hand grip strength.</underline>
</italic> Maximal grip strength was measured by hand dynamometry (TKK- 5401, Takei, Niigata, Japan). Before testing, the grip size was adjusted so that the middle finger, second phalanx, was at a 90-degree angle around the grip (Crawley et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref18">2016</xref>). The participant held the dynamometer and gripped it with maximum possible force while holding the torso and arms straight. Participants were not allowed to shake their body or bend their elbows during the measurement. Three measurements were recorded for both the dominant and nondominant hand. The best result was used as the final result (Kim et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref33">2020</xref>).</p>
<p>
<italic>
<underline> Flexibility. </underline>
</italic>Lower back and hamstring flexibility was measured via a sit-and-reach test digital flex-meter box to the nearest 0.1 cm (Takei Scientific Instruments, Japan). Cadets were instructed to maintain their feet against the box without shoes and reach forward as far as they could while touching the digital flex-meter slide (Schram et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref72">2020</xref>). The staff ensured that the knees remained in full extension and that the movement was carried out slowly and smoothly. The participants performed three trials, each held for 1 to 2 seconds, and the farthest reach was recorded in centimeters (Crawley et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref18">2016</xref>).</p>
<p>
<underline>
<italic> Vertical jump.</italic>
</underline> Two types of VJ, such as the squat jump (SJ) and the countermovement jump (CMJ) were performed on a contact platform (Fusion Sport, Queensland: Australia). Participants were instructed to jump as high as possible (Schram et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref71">2018</xref>). For both jumps, a member of the research team demonstrated and instructed the technique. For the SJ, participants performed a maximal concentric VJ from an initial squat position with a knee angle of approximately 90° with hands placed on the hips (visual estimation), while for the CMJ participants first descended into the same squat position immediately followed by a rapid maximal VJ and landing back to a comfortable squat position (Gheller et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref32">2015</xref>). Participants were allowed a practice jump before performing three SJ trials and three CMJ trials and the maximum was recorded (Liew et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref45">2016</xref>).</p>
<p>
<italic> Agility.</italic> The Illinois Agility Test was used as a valid assessment of agility (Raya et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref67">2013</xref>). Eight cones placed 3.3 m apart were used to mark the course of the weaving component (Orr et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref62">2018</xref>). Participants began the test using a three-point position behind the start line, with either or both hands on the floor (Dawes, <xref ref-type="bibr" rid="redalyc_442080056008_ref21">2019</xref>). Participants were asked to run from the starting point 10 m forward to point one on the marked course of 5m wide and continue the run between the cones comprised of a mixture of straight line running, change of direction, and weaving. After a slow completion of the course as a familiarization ans warm-up, participants were instructed to complete the test as quickly as possible (Orr et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref59">2019</xref>). The course time was measured by light gates (Fusion Sport, Brisbane, Queensland, Australia) recorded at the nearest 0.1 sec. The best time of three trials was considered for the analysis (Orr et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref62">2018</xref>).  </p>
<p>
<underline>
<italic> Speed.</italic>
</underline> Participants performed three maximal 30-m sprints on a soccer pitch (artificial turf), with ~3-4 min of recovery between each trial. The warm-up protocol consisted of 5 min of low-intensity running, joint mobility, multidirectional displacements, and progressive 10- to 30-m sprints, with an overall duration of 15 min (Fink et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref29">2022</xref>). The starting position was a two-point stand (i.e., both feet on the ground). The course time was measured using light gates (Fusion Sport, Brisbane, Queensland, Australia) and began when each cadet crossed the first gate and ended as they crossed the finish line running as fast as physically possible (Crawley et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref18">2016</xref>; Kukic et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref39">2018</xref>, Fink et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref29">2022</xref>). The time was recorded at the nearest 0.1 sec. The best time of three trials was considered for the analysis (Orr et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref62">2018</xref>).</p>
<p>
<underline>
<italic> Anaerobic endurance</italic>
</underline>. The cadets were instructed to run a 300-m distance on a predetermined course around the academy’s soccer pitch. The course was selected based on distance and minimal changes in terrain and grade (Moreno et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref57">2018</xref>). Course time was measured using light gates (Fusion Sport, Brisbane, Queensland, Australia) and a test trial was allowed at maximum speed (Cocke et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref13">2016</xref>).</p>
<p>
<italic>
<underline> Aerobic capacity.</underline>
</italic> The 2.4 km run was performed using 6.15 rounds on a 390-m course around the academy soccer field. Cadets were instructed to start running and cover the 2.4 km distance as fast as possible. The time to complete the 2.4 km run was recorded to the nearest second with a digital smartphone stopwatch. The 2.4 km run was completed last, with approximately 30 minutes alloted between the completion of the other assessments (Cocke et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref13">2016</xref>). The predictive equation applied to estimate VO<sub>2max</sub>-in ml°kg<sub>-1</sub>°min<sub>-1</sub> was 3.5 + 483 / 1.5°time in minutes (ACSM, <xref ref-type="bibr" rid="redalyc_442080056008_ref5">2018</xref>).  </p>
</sec>
<sec sec-type="materials|methods">
<title>
<bold>Statistical Analyses</bold>
</title>
<p>Two-way (age and sex) analyses of variance with Bonferroni post hoc for multiple pairwise comparisons were used to calculate the differences between age groups (20– 29-y, 30–39-y) in body composition and fitness performance outcomes. Descriptive statistics (mean ± SD) were calculated by groups for both men and women. The linear regression model was then used to explore 1) the influence of age on body composition and physical fitness and 2) BF% on fitness performance by sex. Statistical analyses were conducted using the Statical Package for the Social Sciences (SPSS) software (version 20.0; IMB Comporation, New York, NY). Data normality was analyzed by visual inspection (e.g., histograms), tests of skewness, kurtosis, and Kolmogorov-Smirnov (K-S).</p>
</sec>
</sec>
<sec sec-type="results">
<title>
<bold>3. Results</bold>
</title>
<p>A total of 393 police cadets participated in the study, with men comprising 68% (mean age: 24.53 ± 4.28 years; height: 1.75 ± 0.07 m; weight: 76.38 ± 11.48 kg; BMI: 25.01 ± 3.12 kg∙m<sub>-2</sub>) and women comprising 32% of the sample (mean age: 25.96 ± 5.26 years; height: 1.60 ± 0.06 m; weight: 65.09 ± 10.67 kg; BMI: 25.28 ± 3.70 kg∙m<sub>-2</sub>). Of these, 387 cadets were included in the final analysis: 20-29-year-old men (86%, height: 1.74 ± 0.06 m; weight: 75.79 ± 11.40 kg; BMI: 24.77 ± 3.08 kg∙m<sub>-2</sub>), 30-39-year-old men (13%, height:</p>
<p>1.73 ± 0.07 m; weight: 79.86 ± 11.59 kg; BMI: 26.48 ± 3.07 kg∙m<sub>-2</sub>), 20-29-year-old women</p>
<p>(76%, height: 1.60 ± 0.05 m; weight: 63.91 ± 10.38 kg; BMI: 24.74 ± 3.65 kg∙m<sub>-2</sub>), and 30-</p>
<p>39-year-old women (23%, height: 1.60 ± 0.05 m; weight: 68.44 ± 11.19 kg; BMI: 26.51 ± 3.37 kg∙m<sup>-2</sup>). Not all the cadets performed all body composition and fitness assessments due to potential work conflicts, willingness to participate (i.e., not required), or injury status (not reported) (Marins et al.,<xref ref-type="bibr" rid="redalyc_442080056008_ref53"> 2022</xref>). (Cervantes-Sanabria et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref11">2025</xref>).</p>
<p>All body composition results differed between men and women (p &lt; 0.05), except for BMI (<xref ref-type="table" rid="gt1">Table 1</xref>). Among men, those aged 30-39 were, on average, significantly heavier than those aged 20-29 (F = 4.027, p = 0.045) and had a significantly higher BMI (F = 8.848, p = 0.004), mean fat mass (F = 7.777, p = 0.06), and mean BF% (F = 9.869, p = 0.002). Men aged 30-39 also had a significantly lower mean in percent skeletal muscle mass (PSMM) (F = 9.470, p = 0.002) compared to 20-29-y men cadets. In men, age was associated with increases of 0.45 kg in body weight (p = 0.007), 0.17 kg∙m<sub>-2</sub> in BMI (p &lt; 0.001), 0.25 kg in fat mass (p =0.023), 0.29% in BF% (p &lt; 0.001) and a reduction of -0.15% in PSMM (p = 0.001) per year completed. On average, women were only significantly different in BMI by age (F = 6.599, p = 0.011): each year of age was associated with 0.16 kg∙m<sub>-2</sub> more BMI (p = 0.015) in women.</p>
<p>
<table-wrap id="gt1">
<label>Table 1.</label>
<caption>
<title>
<italic>Mean results and SDs for body composition variables, by sex and age.</italic>
</title>
</caption>
<alt-text>Table 1. Mean results and SDs for body composition variables, by sex and age.</alt-text>
<alternatives>
<graphic xlink:href="442080056008_gt3.png" position="anchor" orientation="portrait">
<alt-text>Table 1. Mean results and SDs for body composition variables, by sex and age.</alt-text>
</graphic>
<table style="margin-left:6.4pt;border-collapse:collapse" id="gt4-526564616c7963">
<thead style="display:none;">
<tr style="display:none;">
<th style="display:none;"/>
</tr>
</thead>
<tbody>
<tr style="height:10.15pt">
<td style="width:77.8pt;border:none;border-top:solid black 1.0pt;   padding:0cm 0cm 0cm 0cm;height:10.15pt"/>
<td style="width:168.35pt;border:none;   border-top:solid black 1.0pt;padding:0cm 0cm 0cm 0cm;height:10.15pt" colspan="2">
<bold>Women (n = 122)</bold>
</td>
<td style="width:179.4pt;border:none;   border-top:solid black 1.0pt;padding:0cm 0cm 0cm 0cm;height:10.15pt" colspan="2">
<bold>Men (n = 265)</bold>
</td>
</tr>
<tr style="height:20.3pt">
<td style="width:77.8pt;border:none;border-bottom:solid black 1.0pt;   padding:0cm 0cm 0cm 0cm;height:20.3pt">
<bold>Variables</bold>
</td>
<td style="width:83.8pt;border:none;border-bottom:solid black 1.0pt;   padding:0cm 0cm 0cm 0cm;height:20.3pt">
<bold>20-29 y (n = 93)</bold>
</td>
<td style="width:84.55pt;border:none;border-bottom:solid black 1.0pt;   padding:0cm 0cm 0cm 0cm;height:20.3pt">
<bold>30-39 y (n = 29)</bold>
</td>
<td style="width:90.45pt;border:none;border-bottom:solid black 1.0pt;   padding:0cm 0cm 0cm 0cm;height:20.3pt">
<bold>20-29 y (n = 230)</bold>
</td>
<td style="width:88.95pt;border:none;border-bottom:solid black 1.0pt;   padding:0cm 0cm 0cm 0cm;height:20.3pt">
<bold>30-39 y (n = 35)</bold>
</td>
</tr>
<tr style="height:13.25pt">
<td style="width:77.8pt;border:none;padding:0cm 0cm 0cm 0cm;   height:13.25pt">Height (m)</td>
<td style="width:83.8pt;border:none;padding:0cm 0cm 0cm 0cm;   height:13.25pt">1.60 ± 0.05</td>
<td style="width:84.55pt;border:none;padding:0cm 0cm 0cm 0cm;   height:13.25pt">1.60 ± 0.05</td>
<td style="width:90.45pt;border:none;padding:0cm 0cm 0cm 0cm;   height:13.25pt">1.74 ± 0.06</td>
<td style="width:88.95pt;border:none;padding:0cm 0cm 0cm 0cm;   height:13.25pt">1.73 ± 0.07†</td>
</tr>
<tr style="height:16.7pt">
<td style="width:77.8pt;border:none;border-bottom:solid black 1.0pt;   padding:0cm 0cm 0cm 0cm;height:16.7pt">Weight (kg)</td>
<td style="width:83.8pt;padding:0cm 0cm 0cm 0cm;   height:16.7pt">63.91 ± 10.38</td>
<td style="width:84.55pt;padding:0cm 0cm 0cm 0cm;   height:16.7pt">68.44 ± 11.19</td>
<td style="width:90.45pt;padding:0cm 0cm 0cm 0cm;   height:16.7pt">75.79 ± 11.40</td>
<td style="width:88.95pt;padding:0cm 0cm 0cm 0cm;   height:16.7pt">79.86 ± 11.59†‡</td>
</tr>
<tr style="height:13.25pt">
<td style="width:77.8pt;border:none;padding:0cm 0cm 0cm 0cm;   height:13.25pt">BMI (kg∙m-2)</td>
<td style="width:83.8pt;padding:0cm 0cm 0cm 0cm;   height:13.25pt">24.74 ± 3.65</td>
<td style="width:84.55pt;padding:0cm 0cm 0cm 0cm;   height:13.25pt">26.51 ± 3.37‡</td>
<td style="width:90.45pt;padding:0cm 0cm 0cm 0cm;   height:13.25pt">24.77 ± 3.08</td>
<td style="width:88.95pt;padding:0cm 0cm 0cm 0cm;   height:13.25pt">26.48 ± 3.07‡</td>
</tr>
<tr style="height:13.05pt">
<td style="width:77.8pt;padding:0cm 0cm 0cm 0cm;   height:13.05pt">Fat mass (kg)</td>
<td style="width:83.8pt;padding:0cm 0cm 0cm 0cm;   height:13.05pt">19.91 ± 6.43</td>
<td style="width:84.55pt;padding:0cm 0cm 0cm 0cm;   height:13.05pt">22.64 ± 6.59</td>
<td style="width:90.45pt;padding:0cm 0cm 0cm 0cm;   height:13.05pt">14.82 ± 7.86</td>
<td style="width:88.95pt;padding:0cm 0cm 0cm 0cm;   height:13.05pt">17.78 ± 5.85†‡</td>
</tr>
</tbody>
</table>
</alternatives>
<attrib>Source: Author's own elaboration.</attrib>
<table-wrap-foot>
<fn id="fn12" fn-type="other">
<label>Note.</label>
<p>BMI = body mass index; BF% = body fat (%); SMM = skeletal muscle mass; PSMM</p>
<p>= percent skeletal muscle mass. †Significant differences between sex groups at p ≤</p>
<p>0.05. ‡Significant differences between age groups at p ≤ 0.05. </p>
</fn>
</table-wrap-foot>
</table-wrap>
</p>
<p>All fitness results were different by sex, except the sit-and-reach test (<xref ref-type="table" rid="gt3">Table 2</xref>). When comparing men by age, there were significant differences between the groups regarding SQJ (F = 7.762, p = 0.006) and CMJ (F = 9.133, p = 0.003), where men aged 20-29 obtained the highest VJ distance. Linear regressions revealed statistically significant decreases in VJ distance for every year of age in men (SQJ = -0.15 cm, p = 0.043; CMJ = -0.23 cm; p = 0.017). Furthermore, the regressions also showed a reduction in VO<sub>2 max</sub> (-0.18 ml∙kg<sub>- 1</sub>∙min<sub>-1</sub>) by age (p = 0.045). No statistically significant differences were observed in women between age groups. However, the linear regressions showed significant reductions in VJ (SQJ = -0.18 cm, p = 0.013; CMJ = -0.20 cm, p = 0.018) and sit-and-reach distance (-0.27 cm, p = 0.050) for every year of age in women.</p>
<p>
<table-wrap id="gt3">
<label>Table 2.</label>
<caption>
<title>
<italic>Mean results and SDs for fitness variables, by sex and age.</italic>
</title>
</caption>
<alt-text>Table 2. Mean results and SDs for fitness variables, by sex and age.</alt-text>
<alternatives>
<graphic xlink:href="442080056008_gt8.png" position="anchor" orientation="portrait">
<alt-text>Table 2. Mean results and SDs for fitness variables, by sex and age.</alt-text>
</graphic>
<table style="margin-left:6.4pt;border-collapse:collapse" id="gt7-526564616c7963">
<thead style="display:none;">
<tr style="display:none;">
<th style="display:none;"/>
</tr>
</thead>
<tbody>
<tr style="height:15.0pt">
<td style="width:45.05pt;border-top:solid black 1.0pt;   border-left:none;border-bottom:solid black 1.0pt;border-right:none;   padding:0cm 0cm 0cm 0cm;height:15.0pt" rowspan="2">
<bold>Variab les</bold>
</td>
<td style="width:38.25pt;border-top:solid black 1.0pt;   border-left:none;border-bottom:solid black 1.0pt;border-right:none;   padding:0cm 0cm 0cm 0cm;height:15.0pt"/>
<td style="width:97.3pt;border-top:solid black 1.0pt;   border-left:none;border-bottom:solid black 1.0pt;border-right:none;   padding:0cm 0cm 0cm 0cm;height:15.0pt" colspan="2">
<bold>Women</bold>
</td>
<td style="width:90.05pt;border-top:solid black 1.0pt;   border-left:none;border-bottom:solid black 1.0pt;border-right:none;   padding:0cm 0cm 0cm 0cm;height:15.0pt"/>
<td style="width:38.25pt;border-top:solid black 1.0pt;   border-left:none;border-bottom:solid black 1.0pt;border-right:none;   padding:0cm 0cm 0cm 0cm;height:15.0pt"/>
<td style="width:50.55pt;border-top:solid black 1.0pt;   border-left:none;border-bottom:solid black 1.0pt;border-right:none;   padding:0cm 0cm 0cm 0cm;height:15.0pt">
<bold>Men</bold>
</td>
<td style="width:39.8pt;border-top:solid black 1.0pt;   border-left:none;border-bottom:solid black 1.0pt;border-right:none;   padding:0cm 0cm 0cm 0cm;height:15.0pt"/>
<td style="width:52.1pt;border-top:solid black 1.0pt;   border-left:none;border-bottom:solid black 1.0pt;border-right:none;   padding:0cm 0cm 0cm 0cm;height:15.0pt"/>
</tr>
<tr style="height:28.75pt">
<td style="width:38.25pt;border:none;border-bottom:solid black 1.0pt;   padding:0cm 0cm 0cm 0cm;height:28.75pt">
<bold>n</bold>
</td>
<td style="width:50.55pt;border:none;border-bottom:solid black 1.0pt;   padding:0cm 0cm 0cm 0cm;height:28.75pt">
<bold>20-29</bold>
<bold>y</bold>
</td>
<td style="width:46.75pt;border:none;border-bottom:solid black 1.0pt;   padding:0cm 0cm 0cm 0cm;height:28.75pt">
<bold>n</bold>
</td>
<td style="width:90.05pt;border:none;border-bottom:solid black 1.0pt;   padding:0cm 0cm 0cm 0cm;height:28.75pt">
<bold>30-39 y</bold>
</td>
<td style="width:38.25pt;border:none;border-bottom:solid black 1.0pt;   padding:0cm 0cm 0cm 0cm;height:28.75pt">
<bold>n</bold>
</td>
<td style="width:50.55pt;border:none;border-bottom:solid black 1.0pt;   padding:0cm 0cm 0cm 0cm;height:28.75pt">
<bold>20-29</bold>
<bold>y</bold>
</td>
<td style="width:39.8pt;border:none;border-bottom:solid black 1.0pt;   padding:0cm 0cm 0cm 0cm;height:28.75pt">
<bold>n</bold>
</td>
<td style="width:52.1pt;border:none;border-bottom:solid black 1.0pt;   padding:0cm 0cm 0cm 0cm;height:28.75pt">
<bold>30-39</bold>
<bold>y</bold>
</td>
</tr>
<tr style="height:13.3pt">
<td style="width:45.05pt;border:none;padding:0cm 0cm 0cm 0cm;   height:13.3pt">GSRH</td>
<td style="width:38.25pt;border:none;padding:0cm 0cm 0cm 0cm;   height:13.3pt">92</td>
<td style="width:50.55pt;border:none;padding:0cm 0cm 0cm 0cm;   height:13.3pt">31.24</td>
<td style="width:46.75pt;border:none;padding:0cm 0cm 0cm 0cm;   height:13.3pt">28</td>
<td style="width:90.05pt;border:none;padding:0cm 0cm 0cm 0cm;   height:13.3pt">31.45 ± 5.50</td>
<td style="width:38.25pt;border:none;padding:0cm 0cm 0cm 0cm;   height:13.3pt">229</td>
<td style="width:50.55pt;border:none;padding:0cm 0cm 0cm 0cm;   height:13.3pt">47.27</td>
<td style="width:39.8pt;border:none;padding:0cm 0cm 0cm 0cm;   height:13.3pt">34</td>
<td style="width:52.1pt;border:none;padding:0cm 0cm 0cm 0cm;   height:13.3pt">46.76</td>
</tr>
<tr style="height:15.15pt">
<td style="width:45.05pt;padding:0cm 0cm 0cm 0cm;   height:15.15pt">(kg)</td>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:15.15pt"/>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:15.15pt">± 4.60</td>
<td style="width:46.75pt;padding:0cm 0cm 0cm 0cm;   height:15.15pt"/>
<td style="width:90.05pt;border:none;border-bottom:solid black 1.0pt;   padding:0cm 0cm 0cm 0cm;height:15.15pt"/>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:15.15pt"/>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:15.15pt">± 7.59</td>
<td style="width:39.8pt;padding:0cm 0cm 0cm 0cm;   height:15.15pt"/>
<td style="width:52.1pt;padding:0cm 0cm 0cm 0cm;   height:15.15pt">± 6.45†</td>
</tr>
<tr style="height:13.3pt">
<td style="width:45.05pt;padding:0cm 0cm 0cm 0cm;   height:13.3pt">GSLH</td>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:13.3pt">92</td>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:13.3pt">29.36</td>
<td style="width:46.75pt;padding:0cm 0cm 0cm 0cm;   height:13.3pt">28</td>
<td style="width:90.05pt;border:none;padding:0cm 0cm 0cm 0cm;   height:13.3pt">28.34 ± 5.16</td>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:13.3pt">230</td>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:13.3pt">45.39</td>
<td style="width:39.8pt;padding:0cm 0cm 0cm 0cm;   height:13.3pt">34</td>
<td style="width:52.1pt;padding:0cm 0cm 0cm 0cm;   height:13.3pt">44.27</td>
</tr>
<tr style="height:15.15pt">
<td style="width:45.05pt;border:none;border-bottom:solid black 1.0pt;   padding:0cm 0cm 0cm 0cm;height:15.15pt">(kg)</td>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:15.15pt"/>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:15.15pt">± 5.14</td>
<td style="width:46.75pt;padding:0cm 0cm 0cm 0cm;   height:15.15pt"/>
<td style="width:90.05pt;padding:0cm 0cm 0cm 0cm;   height:15.15pt"/>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:15.15pt"/>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:15.15pt">± 8.07</td>
<td style="width:39.8pt;padding:0cm 0cm 0cm 0cm;   height:15.15pt"/>
<td style="width:52.1pt;padding:0cm 0cm 0cm 0cm;   height:15.15pt">± 6.92†</td>
</tr>
<tr style="height:13.3pt">
<td style="width:45.05pt;border:none;padding:0cm 0cm 0cm 0cm;   height:13.3pt">S&amp;R</td>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:13.3pt">91</td>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:13.3pt">38.22</td>
<td style="width:46.75pt;padding:0cm 0cm 0cm 0cm;   height:13.3pt">28</td>
<td style="width:90.05pt;padding:0cm 0cm 0cm 0cm;   height:13.3pt">36.86 ± 8.86</td>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:13.3pt">230</td>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:13.3pt">38.10</td>
<td style="width:39.8pt;padding:0cm 0cm 0cm 0cm;   height:13.3pt">34</td>
<td style="width:52.1pt;padding:0cm 0cm 0cm 0cm;   height:13.3pt">38.46</td>
</tr>
<tr style="height:14.35pt">
<td style="width:45.05pt;padding:0cm 0cm 0cm 0cm;   height:14.35pt">(cm)</td>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:14.35pt"/>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:14.35pt">± 6.70</td>
<td style="width:46.75pt;padding:0cm 0cm 0cm 0cm;   height:14.35pt"/>
<td style="width:90.05pt;padding:0cm 0cm 0cm 0cm;   height:14.35pt"/>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:14.35pt"/>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:14.35pt">± 6.34</td>
<td style="width:39.8pt;padding:0cm 0cm 0cm 0cm;   height:14.35pt"/>
<td style="width:52.1pt;padding:0cm 0cm 0cm 0cm;   height:14.35pt">± 7.06</td>
</tr>
<tr style="height:14.35pt">
<td style="width:45.05pt;padding:0cm 0cm 0cm 0cm;   height:14.35pt">SQJ</td>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:14.35pt">92</td>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:14.35pt">22.29</td>
<td style="width:46.75pt;padding:0cm 0cm 0cm 0cm;   height:14.35pt">28</td>
<td style="width:90.05pt;padding:0cm 0cm 0cm 0cm;   height:14.35pt">20.50 ± 3.62</td>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:14.35pt">225</td>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:14.35pt">32.45</td>
<td style="width:39.8pt;padding:0cm 0cm 0cm 0cm;   height:14.35pt">34</td>
<td style="width:52.1pt;padding:0cm 0cm 0cm 0cm;   height:14.35pt">30.01</td>
</tr>
<tr style="height:14.25pt">
<td style="width:45.05pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt">(cm)</td>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt"/>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt">± 3.79</td>
<td style="width:46.75pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt"/>
<td style="width:90.05pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt"/>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt"/>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt">± 5.15</td>
<td style="width:39.8pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt"/>
<td style="width:52.1pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt">±</td>
</tr>
<tr style="height:14.25pt">
<td style="width:45.05pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt"/>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt"/>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt"/>
<td style="width:46.75pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt"/>
<td style="width:90.05pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt"/>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt"/>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt"/>
<td style="width:39.8pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt"/>
<td style="width:52.1pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt">5.19†‡</td>
</tr>
<tr style="height:14.25pt">
<td style="width:45.05pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt">CMJ</td>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt">90</td>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt">25.64</td>
<td style="width:46.75pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt">28</td>
<td style="width:90.05pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt">23.97 ± 3.95</td>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt">224</td>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt">38.20</td>
<td style="width:39.8pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt">34</td>
<td style="width:52.1pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt">34.96</td>
</tr>
<tr style="height:14.25pt">
<td style="width:45.05pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt">(cm)</td>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt"/>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt">± 4.45</td>
<td style="width:46.75pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt"/>
<td style="width:90.05pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt"/>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt"/>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt">± 6.55</td>
<td style="width:39.8pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt"/>
<td style="width:52.1pt;padding:0cm 0cm 0cm 0cm;   height:14.25pt">±</td>
</tr>
<tr style="height:13.25pt">
<td style="width:45.05pt;padding:0cm 0cm 0cm 0cm;   height:13.25pt"/>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:13.25pt"/>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:13.25pt"/>
<td style="width:46.75pt;padding:0cm 0cm 0cm 0cm;   height:13.25pt"/>
<td style="width:90.05pt;padding:0cm 0cm 0cm 0cm;   height:13.25pt"/>
<td style="width:38.25pt;padding:0cm 0cm 0cm 0cm;   height:13.25pt"/>
<td style="width:50.55pt;padding:0cm 0cm 0cm 0cm;   height:13.25pt"/>
<td style="width:39.8pt;padding:0cm 0cm 0cm 0cm;   height:13.25pt"/>
<td style="width:52.1pt;padding:0cm 0cm 0cm 0cm;   height:13.25pt">5.07†‡</td>
</tr>
</tbody>
</table>
</alternatives>
<attrib>Source: Author's own elaboration.</attrib>
<table-wrap-foot>
<fn id="fn14" fn-type="other">
<label>GSRH/LH =</label>
<p>grip strength right-left hand; S&amp;R = sit-and-reach; SQJ = squat jump; CMJ = counter movement jump. †Significant differences between sex at p ≤ 0.05. ‡ Significant differences between age at p ≤ 0.05.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</p>
<p>Fitness and BF% were associated with some mean values of each fitness test in men and women. In men, every 1% increase in BF% was associated with an increase of 0.034 seconds in the agility test (p = 0.004) and 0.025 seconds in the 30 m-sprint (p &lt; 0.001). Furthermore, BF% was related with decreases of -0.20 kg and -0.19 kg in right and left grip strength (p = 0.010; p = 0.021), -0.50 cm and -0.64 cm in VJ (SQJ, p &lt; 0.001; CMJ, p &lt; 0.001) and -0.36 ml∙kg<sub>-1</sub>∙min<sub>-1</sub> in VO<sub>2 max</sub> (p &lt; 0.001). In women, BF% was similarly associated with the time in agility test (+0.089 seconds, p &lt; 0.001), VJ (SQJ = -0.35 cm, p &lt; 0.001; CMJ = -0.39 cm, p &lt; 0.001), 30-m sprint (+0.046 seconds, p &lt; 0.001), 300-m sprint (+1.02 seconds; p &lt; 0.001) and VO2 max (-0.33 ml°kg<sub>-1°</sub>min<sub>-1,</sub> p &lt; 0.001).</p>
</sec>
<sec sec-type="discussion">
<title>
<bold>4. Discussion</bold>
</title>
<p>This research determined pre-academy body composition and fitness profiles for Costa Rican police cadets and provided meaningful insight into their fitness levels according to age-sex and BF% influence. The findings suggest that Costa Rican police cadets had high levels of BF% and low levels of PSMM at the beginning of academy training, and their fitness performance is reduced according to an increased age and BF%. Scientific literature highlights that police students with higher level of physical fitness are less likely to be injured and drop out of the academy, and that fitness measures have been positively associated with grade point average, faster graduation, and better performance in occupational task (Dawes et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref25">2017</xref>; Dawes et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref23">2018</xref>; Lockie et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref49">2019</xref>: Koropanoski et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref36">2020</xref>; Kukic et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref42">2020</xref>). </p>
<p>Attaining and maintaining healthy body composition should be a primary concern in this population. Research indicates that anthropometric factors, such as excessive adiposity and higher BMI, may have a negative impact on performance in occupational tasks and measures of fitness and health (Čvorović et al.,<xref ref-type="bibr" rid="redalyc_442080056008_ref19"> 2021</xref>). Although the present study did not find differences in BMI by sex, differences were noted across men´s groups. Individuals of both sexes aged 30-39 were classified as <italic>clinically overweight</italic> upon entry into the academy (Crawley et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref18">2016</xref>). Furthermore, men in this age group were in the 40th percentile for BF%, while both women’s age groups were classified in the 5th percentile (ACSM, <xref ref-type="bibr" rid="redalyc_442080056008_ref5">2018</xref>). This result contrasts with Crawley et al. (<xref ref-type="bibr" rid="redalyc_442080056008_ref18">2016</xref>), who described in their study that cadets’ BF% was better than the average compared to the general population. BF% has been described as one of the best predictors of physical performance in tactical professions (Ricciardi et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref68">2007</xref>), reporting a range of approximately 12 to 28.2% in law enforcement (Marins et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref52">2019</xref>).</p>
<p>In the present study, women were classified as having <italic>insufficient</italic> PSMM (%), while men aged 30-39 and 20-29 were classified as <italic>below average</italic> and <italic>average</italic> categories, respectively (Kukic &amp; Dopsaj, <xref ref-type="bibr" rid="redalyc_442080056008_ref37">2016</xref>). The scientific literature describes that very active police officers had a higher PSMM (%) than those who were inactive or rarely active (Kukić et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref41">2022</xref>). Furthermore, skeletal muscle mass (SMM) has been reported as a significant predictor of military-specific task performance, which are like operational job demands for police officers (Pihlainen et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref66">2018</xref>). SMM has been correlated with VJ height, estimated peak power, push-ups, and bench press in tactical professions (Dawes et al.,<xref ref-type="bibr" rid="redalyc_442080056008_ref22"> 2016</xref>; Pihlainen et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref66">2018</xref>).</p>
<p>The observed results could be explained due to bureaucratic police hiring procedures and usual budget-related matters in Costa Rica, which can delay the start of the training course (~6-month) after basic physical testing in some cases. Typically, pre-candidates train to pass the required physical assessments, but enrollment in police academy is not immediate. It has been well-established that body composition promptly responds to physical activity, lifestyle, and the dietary habits of police officers (Kukic et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref40">2018</xref>; Demling &amp; DeSanti, <xref ref-type="bibr" rid="redalyc_442080056008_ref27">2000</xref>; Kukić &amp; Dopsaj, <xref ref-type="bibr" rid="redalyc_442080056008_ref37">2016</xref>; Vuković et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref78">2020</xref>), so it is possible that recruits may have neglected their health behaviors while awaiting a response regarding their job application. Future research should attempt to analyze more information considering such situations.</p>
<p>Physical attributes are predictive of several essential job-related tasks in police officers, such as sustained sprinting pursuit, dodging, lifting and carrying, pushing, jumping, vaulting, crawling, and use of force situations (Dawes et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref24">2017</xref>). In the present study, several components of physical fitness were categorized as<italic> average</italic> or <italic>below average</italic> at the beginning of the academy compared to the standards of police officers or age-specific general population norms (Davis et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref20">2000</xref>; Cooper Intitute, <xref ref-type="bibr" rid="redalyc_442080056008_ref14">2006</xref>; Crawley et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref18">2016</xref>; ACSM, <xref ref-type="bibr" rid="redalyc_442080056008_ref5">2018</xref>; Dawes, <xref ref-type="bibr" rid="redalyc_442080056008_ref21">2019</xref>).</p>
<p>Short-distance sprints (i.e., 5 m, 10 m, and 20 m) can predict task performance in multiple scenarios such as rapidly sprinting to assist an injured victim, chasing a perpetrator over a short distance, or seeking cover under threat, all of which are critical for police officers (Orr et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref63">2015</xref>; Canetti et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref10">2021</xref>). For the 300-m anaerobic run test, both men´s age groups were classified in the 60<sub>th</sub> percentile, while 20-39-y and 30-39-y women´s groups were ranked in the 40<sub>th</sub> and 35<sub>th</sub> percentile, respectively (Cooper Institute, <xref ref-type="bibr" rid="redalyc_442080056008_ref14">2006</xref>). The 300-m run is a shorter duration test that takes approximately 60-70 s to be completed by healthy individuals (Cocke et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref13">2016</xref>; Moreno et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref57">2018</xref>). The scientific literature describes operational police officer running average distance as being around 87 m (in a range of 5-350 m) (Alver et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref6">2017</xref>).</p>
<p>Aerobic capacity has also been shown to predict essential job tasks (Dawes et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref24">2017</xref>; Čvorović et al.,<xref ref-type="bibr" rid="redalyc_442080056008_ref19"> 2021</xref>). In the current study, aerobic fitness was classified in the 30<sub>th</sub> percentile for both the 20–29-y men's and women's groups, and in the 40<sub>th</sub> and 65<sub>th</sub> percentiles for the 30–39-y men's and women's groups, respectively (ACSM,<xref ref-type="bibr" rid="redalyc_442080056008_ref5"> 2018</xref>). The range of relative VO<sub>2 max</sub> in police officers has been reported between 25.1–59.2 ml·kg<sub>−1</sub>·min<sub>−1</sub> (average of mean values = 41.3 ml·kg<sub>−1</sub>·min<sub>−1</sub>), and 44.8 ml·kg<sub>−1</sub>·min<sub>−1</sub> when measured indirectly (Marins et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref52">2019</xref>).</p>
<sec sec-type="discussion">
<title>
<bold>Gender differences</bold>
</title>
<p>Body composition and fitness performance were different between sexes in the present study, except for BMI and sit-and-reach test. Like in a previous study, women, except for the sit-and-reach, were commonly positioned in lower percentile ranks (Lockie et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref51">2022</xref>). In the present study we found additional exceptions in women for hand grip, in contrast with Dawes et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref24">2017</xref>, and agility test.</p>
<p>Women had approximately 66-67% of the hand grip strength, 67-68% of vertical jump height, 86-90% of agility time, 79-80% of 30-m sprint time, 65-70% of 300-m sprint time and 78-82% of VO<sub>2 max</sub> of men measured in the present study. Previous studies have found similar differences in aerobic fitness (73-80%) in tactical personnel by sex (Pereira &amp; Texeira, <xref ref-type="bibr" rid="redalyc_442080056008_ref65">2006</xref>; Marins et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref54">2018</xref>). Moreover, available meta-analytic information describes higher results in tests of muscle strength (<italic>d</italic>=1.71; δ=1.81) and cardiorespiratory endurance (<italic>d</italic>=1.81; δ=2.01) in favor of men (Courtright et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref17">2013</xref>).</p>
<p>There are several aspects that could explain the differences by sex. First, men had approximately 8% more height and 15-16% more weight than women in the present study. Weight can also be described as 27-34% less fat mass (kg) and 29-30% more SMM (kg). These results are similar to previous studies where, on average, policemen were heavier and taller than policewomen (Dawes et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref24">2017</xref>). The scientific literature mentions that men have better performance due to greater proportion of type 2 fibers and higher cardiac output compared to women (Marins et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref54">2018</xref>; Lockie et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref46">2019</xref>).</p>
</sec>
<sec sec-type="discussion">
<title>
<bold>Age</bold>
</title>
<p>In the present study, significant differences between age groups were found in men´s body composition except SSM (kg); while women were different only in BMI. According to literature, the negative effect of aging on the body composition of police officers has been previously reported because officers’ body fat mass tends to increase while skeletal mass decreases with age and time spent in service (Boyce et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref9">2008</xref>; Ćopić et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref16">2020</xref>; Kukic et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref43">2019</xref>; Kukic et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref41">2022</xref>). A positive correlation between adiposity and age have been reported in those police cadets and officers who are men (Orr et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref62">2018</xref>) and this could explain differences founded in our study, but not for SMM. Women´s results contrast with previous studies which have described lower body composition results in policewomen under 29-years old compared to older (Kukic et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref41">2022</xref>), and this could be explained because cadets in their 30s had body composition levels comparable to those in their 20s.</p>
<p>In our study, the fitness measures revealed significant differences by age only in the VJ tests for men, while no differences were observed in women´s fitness performance by age as expected (Dawes et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref24">2017</xref>). In previous studies there were no significant differences between the 20-29 and 30-39 groups in any of the fitness tests applied (Lockie et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref51">2022</xref>). However, as happened in the present study, a general decline in mean performance betwenn men´s afe groups (20-29-y vs &gt; 30-y) in VJ has been reported (Dawes et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref24">2017</xref>). The link between better jump performance with specific policing tasks such as vaulting barriers or suspect pursuit and its relationship with the reduction of illness and injury risk suring the academy period remark revalance in these results, as previous studies have described (Lockie et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref50">2018</xref>).</p>
</sec>
<sec sec-type="discussion">
<title>
<bold>Body adiposity</bold>
</title>
<p>Body composition, in terms of BF%, is negatively associated with physical fitness performance (Sporiš et al.,<xref ref-type="bibr" rid="redalyc_442080056008_ref74"> 2011</xref>; Kukic et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref38">2017</xref>; Kim et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref33">2020</xref>; Dawes et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref22">2016</xref>). In the current study, every 1% increase in BF% was associated with a significant reduction in agility performance, sprint, handgrip, VJ and aerobic capacity in men, while it was associated with lower performance in agility, VJ, sprint, anerobic resistance, and aerobic capacity in women. Similar findings have been reported in previous studies, indicating that officers with higher BF% had lower cardiorespiratory capacity and lower dynamic strength (Violanti et al.,<xref ref-type="bibr" rid="redalyc_442080056008_ref77"> 2017</xref>).</p>
<p>In the present study, the body composition and fitness profile of police cadets have been reported to be unhealthy in many assessed characteristics. Age, sex, and BF% demonstrated to be indicators that may influence their performance. To be active and respond effectively in every occupational situation, future officers must be able to move quickly, run, push, pull, and lift and carry heavy weights while wearing a bulletproof vest and carrying communication devices, weaponry, handcuffs, and other personal protective equipment (Kim et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref33">2020</xref>). Moreover, cadets must be aware of the importance of maintaining good health.</p>
<p>Therefore, in many studies, and after completing physical fitness tests for police officers, numerous authors support and recommend the implementation of a targeted physical fitness regimen and the resources for a program designed to improve current health and fitness, to attenuate expected decreases with aging, and aimed to optimize occupational performance with the ultimate goal of safeguarding the lifelong health and well-being of officers (Frick et al.,<xref ref-type="bibr" rid="redalyc_442080056008_ref30"> 2024</xref>).</p>
</sec>
<sec sec-type="discussion">
<title>
<bold>Limitations</bold>
</title>
<p>The current study is not without limitations. Other fitness measures were not available because of the limited time allocated by the police academy to assess personnel during daily cadets’ activities or while on duty. Furthermore, nutritional, hydration and fatigue status were not controlled nor assessed during data collection, and these may have had impact on performance (Cvorovic et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref19">2021</xref>). Also, there was a limited number of cadets from both sexes in the 30-39-y samples (Dawes et al.,<xref ref-type="bibr" rid="redalyc_442080056008_ref25"> 2017</xref>).</p>
</sec>
<sec sec-type="discussion">
<title>
<bold>Practical applications</bold>
</title>
<p>Previous research highlights the importance of implementing a pre-academy strength and conditioning program when there is a wide range of initial physical fitness characteristics that could be improved in potential cadets (Crawley et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref18">2016</xref>). The relevance of creating specific strength and conditioning programs for women to prepare them for the training academy has also been established (Lockie et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref51">2022</xref>) as they may be in disadvantage regarding power- and resistance-based activities since the beginning (Lockie et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref47">2018</xref>). Traditionally, police academies have followed a militaristic approach regarding fitness conditioning (Charles, <xref ref-type="bibr" rid="redalyc_442080056008_ref12">1983</xref>). Such an approach not only may cause numerous injuries, but often could create resentment toward fitness training among the participants (Copay &amp; Charles,<xref ref-type="bibr" rid="redalyc_442080056008_ref15"> 1998</xref>).</p>
<p>Additionally, there are some issues to account for a successful physical fitness regimen, in this case, for cadets and police officers. An important issue could be the existence of multiple barriers to the promotion of physical activity on the job, such as the low acceptability of physical activity in organization norms, the inadequacy of equipment or supervision, legal concerns and legal precedence for implementation, lack of resources, lack of knowledge, and more. Therefore, agency leaders should consider these elements when designing programs or initiatives to enhance physical fitness.</p>
<p>Future research and the successful implementation and maintenance of physical fitness programs should be related, in order to educate about the importance of physical fitness of police officers and how this can reflect in occupational performance, personnel safety, and therefore, the safety of the population (Marins et al. <xref ref-type="bibr" rid="redalyc_442080056008_ref52">2019</xref>). Also, the need for more structured physical training programs for police officers throughout their careers should be analyzed, to mitigate their risk of cardiovascular disease (Orr et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref58">2018</xref>). In addition, the inclusion of strength and conditioning professionals, ideally with a Tactical Strength and Conditioning Facilitator certification, would seem advantageous for this unique population (Crawley et al., <xref ref-type="bibr" rid="redalyc_442080056008_ref18">2016</xref>). And finally, the effects of excessive loads carried by police (eg, ballistic vest and weapons) on the components of physical fitness should be assessed. Altogether, these steps will lead security institutions to gain a better understanding of how their equipment impacts police task performance, enabling them to tailor physical exercise programs to be aligned with the actual demands of police occupational dynamics (Marins et al.,<xref ref-type="bibr" rid="redalyc_442080056008_ref52"> 2019</xref>).</p>
</sec>
</sec>
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<fn-group>
<title>Notes</title>
<fn id="fn16" fn-type="other">
<label>
<bold>Acknowledgments:</bold>
</label>
<p>The authors declare no conflict of interest. This study was financially supported by the Vicepresident for Research at the University of Costa Rica, as a part of the Project C0-353 inscribed in the Sede del Atlántico. This research received no external funding.</p>
</fn>
<fn id="fn1" fn-type="other">
<label>
<bold>Funding:</bold>
</label>
<p>No funding was received.</p>
</fn>
<fn id="fn2" fn-type="other">
<label>
<bold>Contributions: </bold>
</label>
<p>Jorge Cervantes-Sanabria (B-C-D-E), Jessenia Hernández-Elizondo (B- C-D-E), Pedro Carazo-Vargas (C-D-E), Francisco Javier Brazo-Sayavera (B-D-E), Gerald Camacho-Sánchez (B-C-E), Isaura Castillo-Hernández (C-D-E), Alejandro Salicetti- Fonseca (C-D-E)</p>
</fn>
<fn id="fn3" fn-type="other">
<label>
<bold>Contributions:</bold>
</label>
<p>
<bold>A-</bold>Financing, <bold>B-</bold>Study design, <bold>C-</bold>Data collection, <bold>D-</bold>Statistical analysis and interpretation of results, <bold>E-</bold>Manuscript preparation</p>
</fn>
</fn-group>
</back>
</article>