<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">F1000Research</journal-id>
            <journal-title-group>
                <journal-title>F1000Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2046-1402</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/f1000research.155776.2</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Research Article</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Relationship between physical activity, body posture and morbidity risk in the elderly population</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 2; peer review: 1 approved with reservations]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Arango Zuleta</surname>
                        <given-names>Sandra Marcela</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Poblete-Valderrama</surname>
                        <given-names>Felipe</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Monterrosa-Quintero</surname>
                        <given-names>Armando</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-7150-4834</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a3">3</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Universidade Estadual de Santa Cruz Departamento de Ciencias da Saude, Ilh&#x00e9;us, State of Bahia, Brazil</aff>
                <aff id="a2">
                    <label>2</label>Sport Sciences and Physical Conditioning, Universidad Catolica de la Santisima Concepcion, Concepci&#x00f3;n, Chile</aff>
                <aff id="a3">
                    <label>3</label>Physical Education and Sports Program, Universidad Surcolombiana, Neiva, Huila, Colombia</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:adomonterrosa@gmail.com">adomonterrosa@gmail.com</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>4</day>
                <month>11</month>
                <year>2024</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2024</year>
            </pub-date>
            <volume>13</volume>
            <elocation-id>1250</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>28</day>
                    <month>10</month>
                    <year>2024</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2024 Arango Zuleta SM et al.</copyright-statement>
                <copyright-year>2024</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/13-1250/pdf"/>
            <abstract>
                <sec>
                    <title>Background</title>
                    <p>Physical activity plays a crucial role in the health and well-being of older adults, positively influencing various aspects of their quality of life. This study aims to explore the relationship between physical activity and body segments, as well as the risk indices of non-communicable chronic diseases in healthy elderly individuals.</p>
                </sec>
                <sec>
                    <title>Methods</title>
                    <p>The analyzed variables include weekly physical activity, the Postural Correction Index (PCI), measured using the system developed by Portland State University (PSU), and predictors of non-communicable chronic diseases assessed through body mass index (BMI) and waist-to-hip ratio.</p>
                </sec>
                <sec>
                    <title>Results</title>
                    <p>The results reveal a moderate positive relationship between physical activity and the PCI (
                        <italic toggle="yes">r</italic>=0.45; 
                        <italic toggle="yes">p</italic>&#x2264;0.05), with significant correlations in specific components of the PCI, such as thoracic depression (
                        <italic toggle="yes">r</italic>=0.51; 
                        <italic toggle="yes">p</italic>&lt;0.01), anteroposterior shoulder alignment (
                        <italic toggle="yes">r</italic>=0.51; 
                        <italic toggle="yes">p</italic>&lt;0.01), and upper back (
                        <italic toggle="yes">r</italic>=0.53; 
                        <italic toggle="yes">p</italic>&lt;0.001).</p>
                </sec>
                <sec>
                    <title>Conclusions</title>
                    <p>It is concluded that physical activity has a significant positive impact on the posture of older adults, particularly in the trunk, contributing 40% to the improvement of PCI components. The PCI values obtained, exceeding 84.67 in men and 82.67 in women according to the PSU evaluation, underscore the effectiveness of physical activity in postural correction and the prevention of issues associated with chronic diseases.</p>
                </sec>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Orthostatic position</kwd>
                <kwd>NCDs</kwd>
                <kwd>elderly</kwd>
                <kwd>physical exercise</kwd>
            </kwd-group>
            <funding-group>
                <funding-statement>The author(s) declared that no grants were involved in supporting this work.</funding-statement>
            </funding-group>
        </article-meta>
        <notes>
            <sec sec-type="version-changes">
                <label>Revised</label>
                <title>Amendments from Version 1</title>
                <p>We have changed the letters to italics for the 
                    <italic>r</italic> and 
                    <italic>p</italic> values. Additionally, we adjusted the scale values between male and female, as they had been reversed.</p>
            </sec>
        </notes>
    </front>
    <body>
        <sec id="sec5" sec-type="intro">
            <title>Introduction</title>
            <p>Physical activity (PA) is defined as any movement performed by the skeletal muscles that results in energy expenditure, which in turn acts as a deterrent to various diseases, particularly chronic non-communicable diseases.
                <sup>
                    <xref ref-type="bibr" rid="ref1">1</xref>
                </sup> Several studies have consistently shown that regular physical activity in older adults enhances physical, cognitive, and functional states, while reducing the risk of frailty by preserving effort capacity and muscle tone.
                <sup>
                    <xref ref-type="bibr" rid="ref2">2</xref>
                </sup> Specific physical activities, such as resistance exercise and strength training, can further augment these benefits.
                <sup>
                    <xref ref-type="bibr" rid="ref3">3</xref>
                </sup> Therefore, regular physical activity should be promoted as a priority for the elderly, both for public health and rehabilitation purposes.
                <sup>
                    <xref ref-type="bibr" rid="ref4">4</xref>
                </sup>
            </p>
            <p>Body posture is an inherent characteristic of human beings, and is present throughout their entire life, from birth to old age. The comfortableness people experience is conditioned by the arrangement of body segments relative to each other in space, which provides comfort, harmony, efficiency, and support, in both dynamic and static positions.
                <sup>
                    <xref ref-type="bibr" rid="ref5">5</xref>
                </sup> Research on body posture in the elderly has been a popular subject of study, and has demonstrated that physical activity influences orthostatic positions, as well as improved sitting posture, vertical alignment, and balance.
                <sup>
                    <xref ref-type="bibr" rid="ref6">6</xref>
                </sup> Other studies have highlighted the importance of posture in the elderly with respect to fall prevention and balance, where study results have shown that individuals who suffer falls tend to have poorer balance in the standing position and a more deficient body posture.
                <sup>
                    <xref ref-type="bibr" rid="ref7">7</xref>
                </sup>
            </p>
            <p>Physical activity across different ages, especially among the elderly, plays a crucial role in the prevention and management of chronic diseases, which are currently regarded as the leading causes of morbidity and mortality worldwide.
                <sup>
                    <xref ref-type="bibr" rid="ref8">8</xref>,
                    <xref ref-type="bibr" rid="ref9">9</xref>
                </sup> Regular daily physical activity is associated with the prevention and reduction of cardiovascular diseases, type-2 diabetes, and certain types of cancer, obesity, and depression. Moreover, even small sessions of moderate weekly physical activity can significantly reduce the risk of chronic diseases.
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> Moderate to vigorous physical activity is particularly beneficial, and higher levels are linked to lower mortality risks, especially from cardiovascular diseases.
                <sup>
                    <xref ref-type="bibr" rid="ref11">11</xref>,
                    <xref ref-type="bibr" rid="ref12">12</xref>
                </sup> The literature reports numerous benefits of physical activity, even when practiced modestly, emphasizing that any amount of PA is better than none, which encourages daily practice among populations due to its benefits.
                <sup>
                    <xref ref-type="bibr" rid="ref12">12</xref>
                </sup> Conversely, sedentary behavior is associated with higher risks of chronic diseases and hospitalization, representing a high-cost factor for governments.
                <sup>
                    <xref ref-type="bibr" rid="ref9">9</xref>,
                    <xref ref-type="bibr" rid="ref11">11</xref>
                </sup>
            </p>
            <p>Some studies have found small correlations between postural patterns and levels of physical activity.
                <sup>
                    <xref ref-type="bibr" rid="ref13">13</xref>
                </sup> However, to date, no studies have verified the relationship between physical activity, body segments, and variables that measure morbid diseases in the elderly. Therefore, the aim of this study is to investigate the relationship between physical activity, body segments, and risk indices for morbid diseases in healthy elderly individuals.</p>
        </sec>
        <sec id="sec6" sec-type="methods">
            <title>Methods</title>
            <sec id="sec7">
                <title>Study design</title>
                <p>This is a descriptive, observational, and correlational study conducted to analyze postural characteristics and risk measurement variables with respect to non-communicable chronic diseases, along with their relationship to physical activity in an elderly population. The study was approved under Resolution 8430/1993 by the Ministry of Health and Social Protection of Colombia and by the Ethics Committee of Universidad Santo Tom&#x00e1;s de Valdivia (Chile) with number 188 MZS;1364.2024, following the guidelines of the Declaration of Helsinki.</p>
            </sec>
            <sec id="sec8">
                <title>Participants</title>
                <p>A total of 38 older adults from the &#x201c;Potrerito&#x201d; sports group in the city of Bello (Antioquia, Colombia) participated in this study. The participants usually engage in weekly physical activity focused on conditional physical capacities, with training sessions lasting 60 minutes throughout the week. Of the total participants, 28.9% were men and 71.1% were women. The inclusion criteria for the study required participants to be healthy individuals without recent injuries or bodily limitations in the past six months, and to voluntarily agree to participate in the study. The sociodemographic characteristics of the study population are presented in 
                    <xref ref-type="table" rid="T1">Table 1</xref>.</p>
                <table-wrap id="T1" orientation="portrait" position="float">
                    <label>Table 1. </label>
                    <caption>
                        <title>Sociodemographic characteristics and anthropometric of the study population.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top"/>
                                <th align="left" colspan="1" rowspan="1" valign="top">Female (n=27)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Male (n=11)</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Height (cm)</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">155 (147; 164)
                                    <xref ref-type="table-fn" rid="tfn1">
                                        <sup>#</sup>
                                    </xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">170 (162; 176)
                                    <xref ref-type="table-fn" rid="tfn1">
                                        <sup>#</sup>
                                    </xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Age (Years)</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">65.52 &#x00b1; 6.44</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">66.82 &#x00b1; 6.60</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Weight (kg)</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">65.69 &#x00b1; 10.15</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">72.25 &#x00b1; 9.28</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Body Mass Index (kg/m</bold>
                                    <sup>
                                        <bold>2</bold>
                                    </sup>
                                    <bold>)</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">27.39 &#x00b1; 3.93</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">25.20 &#x00b1; 3.18</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Waist (cm)</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">87.35 &#x00b1; 11.65</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">90.36 &#x00b1; 9.87</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Hip (cm)</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">104.07 &#x00b1; 15.00</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">97.00 &#x00b1; 7.71</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Waist-Hip Ratio (WHR)</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.84 &#x00b1; 0.06
                                    <xref ref-type="table-fn" rid="tfn2">
                                        <sup>*</sup>
                                    </xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.93 &#x00b1; 0.09
                                    <xref ref-type="table-fn" rid="tfn2">
                                        <sup>*</sup>
                                    </xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Postural correction Index (%)</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">75.31 &#x00b1; 12.91</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">79.27 &#x00b1; 7.71</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Physical activity (days)</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">1.56 &#x00b1; 1.99</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">1.36 &#x00b1; 2.38</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="3" rowspan="1" valign="middle">
                                    <bold>PCI percentiles by gender</bold>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>25th percentile</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">70.67</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">73.33</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>50th percentile</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">78.67</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">81.33</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>75th percentile</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">82.67</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">84.67</td>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <p>PCI = Postural correction Index.</p>
                        <fn-group content-type="footnotes">
                            <fn id="tfn1">
                                <label>
                                    <sup>#</sup>
                                </label>
                                <p>
                                    <italic toggle="yes">p</italic>&#x2264;0.05 Mann-Whitney U test.</p>
                            </fn>
                            <fn id="tfn2">
                                <label>*</label>
                                <p>
                                    <italic toggle="yes">p</italic>&#x2264;0.05 Student&#x2019;s t test.</p>
                            </fn>
                        </fn-group>
                    </table-wrap-foot>
                </table-wrap>
                <p>
                    <bold>Instruments and procedures</bold>
                </p>
                <p>Two interventions were carried out for the execution of the study. The first intervention involved an interview to collect sociodemographic data from the participants, including gender, age, and weekly physical activity. The second intervention included the assessment of variables related to body posture using the Portland State University (PSU) instrument.
                    <sup>
                        <xref ref-type="bibr" rid="ref14">14</xref>,
                        <xref ref-type="bibr" rid="ref15">15</xref>
                    </sup> To identify morbid risk, height and body mass variables were used to calculate the Body Mass Index (BMI), as well as waist and hip circumferences, to determine the waist-to-hip ratio. Before the tests began, the participants were provided with an informed consent document outlining the benefits and potential risks of the study, emphasizing the commitment to maintaining their anonymity. They were informed that photographs would be used exclusively for research purposes and that their data would be processed using codes to safeguard their identity. Evaluations were conducted after the participants read the document and had all their questions addressed, at which point they signed the informed consent form.</p>
            </sec>
            <sec id="sec9">
                <title>Evaluation of measurement variables and morbid risk</title>
                <p>The evaluations were conducted starting at 7:00 am, from January 2nd to February 8th, 2024, at the times previously agreed upon with each participant. The protocol for data collection was developed according to the guidelines of the International Society for the Advancement of Kinanthropometry (ISAK) and was carried out by a Level 3 anthropometrist. The following measurements were taken: height, using a wall stadiometer (Height o meter
                    <sup>&#x00ae;</sup>, model Est-221HR, McCook, USA), with an accuracy of 0.5 cm, with the participants in an orthostatic position, feet together, back in contact with the stadiometer, and head in the Frankfort plane, applying traction on the head during the measurement; body weight, with a digital scale (OMRON
                    <sup>&#x00ae;</sup>, model HBF-226, Kyoto, Japan), with the participants standing on the scale, looking forward and with their arms at their sides; and body circumferences, with the participants positioned on a 40 cm high anthropometric box, with their arms crossed over their chest.</p>
                <p>Waist circumference was measured at the narrowest point of the abdomen, between the lower lateral costal margin and the top of the iliac crest, while hip circumference was measured at the maximum posterior prominence of the gluteus using a retractable metal tape measure (Cescorf, Porto Alegre, Brazil). All measurements were taken twice, and if the difference between the first two measurements exceeded 1%, a third measurement was taken to ensure accuracy. The data were processed to obtain BMI measurements according to the Quetelet equation and the waist-to-hip ratio, based on the criteria from the World Health Organization.
                    <sup>
                        <xref ref-type="bibr" rid="ref16">16</xref>
                    </sup>
                </p>
            </sec>
            <sec id="sec10">
                <title>Postural assessment by Portland State University (PSU)</title>
                <p>The Postural Correction Index (PCI) was established using the Portland State University instrument to assess posture globally and by regions, identifying postural deviations in the study participants. The intervention involved assessing variables related to body posture by using photographs of the participants taken from the sagittal and frontal planes, focusing on body regions such as the trunk, back, thighs, legs, and feet. These photographs were then compared with reference images from the PSU instrument, which requires subjective observation and comparison. The main objective was to detect asymmetries and possible postural deviations across body segments, enabling the evaluator to quantify the PCI through mathematical equations derived from the diagnostic results of the analyzed body regions. The scoring system was weighted as follows: 5 for no deviation, 3 for slight lateral deviation, and 1 for pronounced lateral deviation. The PCI is determined by adding the scores for each of the following regions: head and neck (HN) (five regions), thoracic and lumbar spine (TLS) (three regions), abdomen and hips (AH) (four regions), and lower limbs (LL) (four regions). After this evaluation, the total score is summed, divided by 75, and multiplied by 100 to calculate the percentage (see 
                    <xref ref-type="disp-formula" rid="e1">equation 1</xref>). The PCI procedures are well-documented in the scientific literature, and its methodology was replicated for repeatability in this study.
                    <sup>
                        <xref ref-type="bibr" rid="ref14">14</xref>,
                        <xref ref-type="bibr" rid="ref15">15</xref>
                    </sup>
                    <disp-formula id="e1">
                        <mml:math display="block">
                            <mml:mi>PCI</mml:mi>
                            <mml:mo>=</mml:mo>
                            <mml:mfrac>
                                <mml:mrow>
                                    <mml:mtext>Points</mml:mtext>
                                    <mml:mspace width="0.25em"/>
                                    <mml:mrow>
                                        <mml:mo stretchy="true">(</mml:mo>
                                        <mml:mi>HN</mml:mi>
                                        <mml:mo>+</mml:mo>
                                        <mml:mi>TLS</mml:mi>
                                        <mml:mo>+</mml:mo>
                                        <mml:mi>AH</mml:mi>
                                        <mml:mo>+</mml:mo>
                                        <mml:mi>LL</mml:mi>
                                        <mml:mo stretchy="true">)</mml:mo>
                                    </mml:mrow>
                                </mml:mrow>
                                <mml:mn>75</mml:mn>
                            </mml:mfrac>
                            <mml:mo>&#x2217;</mml:mo>
                            <mml:mn>100</mml:mn>
                        </mml:math>
                        <label>(1)</label>
                    </disp-formula>
                </p>
                <p>The assessments were conducted in a specially equipped room, featuring a retractable posture grid measuring 36 &#x00d7; 82 inches composed of printed blue lines on a white background made of flexible, long-lasting material. Subjects were positioned three meters away from a Sony Full-frame A7 camera (model ILCE-7M4K, Sony Corporation, Thailand), mounted on a COMAN tripod (model KX3939Q5S, China). Photographs were taken from the frontal and sagittal planes. To identify the type of plantar footprint, 210 mm thermal paper (FAX) was used. The participants&#x2019; feet were moistened with an alcohol-based antibacterial gel, and they stood for two minutes to obtain the plantar impressions (
                    <xref ref-type="fig" rid="f1">Figure 1</xref>).</p>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>Figure 1. </label>
                    <caption>
                        <title>Determination of the type of plantar footprint.</title>
                    </caption>
                    <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/173895/a118f2cd-7726-4beb-b8a3-08bfb69de7df_figure1.gif"/>
                </fig>
            </sec>
            <sec id="sec11">
                <title>Statistical analysis</title>
                <p>All analyses were conducted using the 
                    <ext-link ext-link-type="uri" xlink:href="https://www.jamovi.org/">Jamovi</ext-link>
                    <sup>&#x00ae;</sup> statistical software, version 1.6. The data for the variables are presented as the means and their standard deviations. The normality of the data was verified using the Shapiro-Wilk test. To compare, evaluate, and determine significance between values, the Student&#x2019;s 
                    <italic toggle="yes">t</italic>-test for independent samples, and the Mann-Whitney U test were employed. The effect of one variable on another was identified through the Spearman correlation test. Correlation coefficients were determined according to the Hopkins scale (2002).
                    <sup>
                        <xref ref-type="bibr" rid="ref17">17</xref>
                    </sup> To verify the reliability of the PSU instrument, the Cronbach&#x2019;s alpha test was used. All analyses were conducted with a significance level of p &#x2264; 0.05 to accept or reject the hypotheses.</p>
            </sec>
        </sec>
        <sec id="sec12" sec-type="results">
            <title>Results</title>
            <p>The reliability of the Portland State University (PSU) instrument was assessed using Cronbach&#x2019;s alpha coefficient, yielding a value of 0.75, indicating a good internal consistency.
                <sup>
                    <xref ref-type="bibr" rid="ref18">18</xref>
                </sup> Additionally, the body segment that showed the greatest relationship with the Postural Correction Index (PCI) from the PSU was the torso, with a high significant correlation of 0.75 according to Hopkins (2002).
                <sup>
                    <xref ref-type="bibr" rid="ref17">17</xref>
                </sup>
            </p>
            <p>
                <xref ref-type="table" rid="T1">Table 1</xref> shows the values of the variables according to gender, highlighting the differences between average values. 
                <xref ref-type="table" rid="T2">Table 2</xref> shows the impact of the physical activity variable on the determination of morbid risk. 
                <xref ref-type="table" rid="T3">Table 3</xref> details the components of the PSU instrument and their relationship with the variables identifying morbid risk.</p>
            <table-wrap id="T2" orientation="portrait" position="float">
                <label>Table 2. </label>
                <caption>
                    <title>Correlation between physical activity and study variables.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top"/>
                            <th align="left" colspan="1" rowspan="1" valign="top">Height</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Weight</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">BMI</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Waist</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">PCI</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <bold>Height (cm)</bold>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">1</td>
                            <td colspan="1" rowspan="1"/>
                            <td colspan="1" rowspan="1"/>
                            <td colspan="1" rowspan="1"/>
                            <td colspan="1" rowspan="1"/>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <bold>Weight (kg)</bold>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.48
                                <xref ref-type="table-fn" rid="tfn4">**</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">1</td>
                            <td colspan="1" rowspan="1"/>
                            <td colspan="1" rowspan="1"/>
                            <td colspan="1" rowspan="1"/>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <bold>BMI (kg/m</bold>
                                <sup>
                                    <bold>2</bold>
                                </sup>
                                <bold>)</bold>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.26</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.66
                                <xref ref-type="table-fn" rid="tfn5">***</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">1</td>
                            <td colspan="1" rowspan="1"/>
                            <td colspan="1" rowspan="1"/>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <bold>Waist (cm)</bold>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.32</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.73
                                <xref ref-type="table-fn" rid="tfn5">***</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.51
                                <xref ref-type="table-fn" rid="tfn4">**</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">1</td>
                            <td colspan="1" rowspan="1"/>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <bold>Hip (cm)</bold>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.13</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.56
                                <xref ref-type="table-fn" rid="tfn5">***</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.72
                                <xref ref-type="table-fn" rid="tfn5">***</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.59
                                <xref ref-type="table-fn" rid="tfn5">***</xref>
                            </td>
                            <td colspan="1" rowspan="1"/>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <bold>Waist-to-Hip Ratio (WHR)</bold>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.37
                                <xref ref-type="table-fn" rid="tfn3">*</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.12</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.17</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.49
                                <xref ref-type="table-fn" rid="tfn4">**</xref>
                            </td>
                            <td colspan="1" rowspan="1"/>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <bold>Postural correction Index (PCI)</bold>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.02</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.07</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.02</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.20</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">1</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <bold>Physical activity (PA)</bold>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.08</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.00</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.07</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.22</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.45
                                <xref ref-type="table-fn" rid="tfn4">**</xref>
                            </td>
                        </tr>
                    </tbody>
                </table>
                <table-wrap-foot>
                    <fn-group content-type="footnotes">
                        <fn id="tfn3">
                            <label>*</label>
                            <p>
                                <italic toggle="yes">p</italic> &lt; .05.</p>
                        </fn>
                        <fn id="tfn4">
                            <label>**</label>
                            <p>
                                <italic toggle="yes">p</italic> &lt; .01.</p>
                        </fn>
                        <fn id="tfn5">
                            <label>***</label>
                            <p>
                                <italic toggle="yes">p</italic> &lt; .001.</p>
                        </fn>
                    </fn-group>
                </table-wrap-foot>
            </table-wrap>
            <table-wrap id="T3" orientation="portrait" position="float">
                <label>Table 3. </label>
                <caption>
                    <title>Correlation between sociodemographic variables and components of the postural correction index (PCI).</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Components PCI</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">AGE</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">PA</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">BMI</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Waist</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">WHR</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Head</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.09</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.07</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.20</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.04</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.22</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Shoulders</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.34
                                <xref ref-type="table-fn" rid="tfn6">*</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.02</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.08</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.07</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.21</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Neck</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.32
                                <xref ref-type="table-fn" rid="tfn6">*</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.43
                                <xref ref-type="table-fn" rid="tfn7">**</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.03</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.40
                                <xref ref-type="table-fn" rid="tfn6">*</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.10</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Thoracic depression</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.33
                                <xref ref-type="table-fn" rid="tfn6">*</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.51
                                <xref ref-type="table-fn" rid="tfn7">**</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.16</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.21</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.05</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Anteroposterior shoulder alignment</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.23</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.51
                                <xref ref-type="table-fn" rid="tfn7">**</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.21</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.06</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.01</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Spine</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.35
                                <xref ref-type="table-fn" rid="tfn6">*</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.04</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.20</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.01</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.32</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Upper back</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.33
                                <xref ref-type="table-fn" rid="tfn6">*</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.53
                                <xref ref-type="table-fn" rid="tfn8">***</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.03</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.26</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.03</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Trunk</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.05</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.25</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.08</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.09</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.14</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Hips</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.10</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.13</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.08</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.08</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.23</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Abdomen</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.15</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.41
                                <xref ref-type="table-fn" rid="tfn6">*</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.10</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.42
                                <xref ref-type="table-fn" rid="tfn7">**</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.11</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Lower back</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.24</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.35
                                <xref ref-type="table-fn" rid="tfn6">*</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.01</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.15</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.38
                                <xref ref-type="table-fn" rid="tfn6">*</xref>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Knock knees</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.18</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.17</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.05</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.00</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.09</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Toe alignment</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.25</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.04</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.14</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.12</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.29</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Type of plantar arch</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.07</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.11</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.01</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.12</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.07</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Back of knees</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.13</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.23</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.13</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.30</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-0.27</td>
                        </tr>
                    </tbody>
                </table>
                <table-wrap-foot>
                    <p>PA = Physical Activity; BMI = Body mass index; WHR = Waist-Hip Ratio; components of the postural correction index were in accordance with Portland State University (PSU).
                        <sup>
                            <xref ref-type="bibr" rid="ref14">14</xref>
                        </sup>
                    </p>
                    <fn-group content-type="footnotes">
                        <fn id="tfn6">
                            <label>*</label>
                            <p>
                                <italic toggle="yes">p</italic> &lt; .05.</p>
                        </fn>
                        <fn id="tfn7">
                            <label>**</label>
                            <p>
                                <italic toggle="yes">p</italic> &lt; .01.</p>
                        </fn>
                        <fn id="tfn8">
                            <label>***</label>
                            <p>
                                <italic toggle="yes">p</italic> &lt; .001.</p>
                        </fn>
                    </fn-group>
                </table-wrap-foot>
            </table-wrap>
            <p>The significant difference in height between genders showed a large effect size (E.S = 0.99). Similarly, the waist-to-hip ratio also presented a large effect size (E.S = 1.32), with all values evaluated according to Cohen (1988).
                <sup>
                    <xref ref-type="bibr" rid="ref19">19</xref>
                </sup> The percentiles are categorized as follows:</p>
            <table-wrap id="T4" orientation="portrait" position="anchor">
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Female</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Male</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Poor (&#x2264; 70.6)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Poor (&#x2264; 73.3)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Adequate (70.7 to 82.5)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Adequate (73.4 to 84.5)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Excellent (&#x2265; 82.6)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Excellent (&#x2265; 84.6)</td>
                        </tr>
                    </tbody>
                </table>
            </table-wrap>
            <p>Significant positive correlations were found between the study variables, classified as moderate (0.3 to 0.5), large (0.51 to 0.7), and very large (0.71 to 0.9). Notably, the impact of physical activity on the Postural Correction Index was considered to have a moderate effect.
                <sup>
                    <xref ref-type="bibr" rid="ref17">17</xref>
                </sup>
            </p>
            <p>The variables that showed the most notable relationships with nearly all components of the Postural Correction Index were age and physical activity levels. Significant correlations, both positive and negative, were identified, with magnitudes ranging from moderate to large.</p>
        </sec>
        <sec id="sec13" sec-type="discussion">
            <title>Discussion</title>
            <p>In this study, we present the relationship between physical activity and variables of body posture and prediction of non-communicable chronic diseases. Among the main findings, moderate positive correlations were found between physical activity and the Postural Correction Index (PCI). The variables that showed the most correlations with the different components of the PSU were age and physical activity (PA).</p>
            <sec id="sec14">
                <title>Predictive variables for non-communicable chronic diseases (NCDs)</title>
                <p>Studies on the waist-to-hip ratio (WHR) reveal significant differences between men and women in terms of health risks. Generally, men have a higher WHR and consequently, a greater propensity for health risks as compared to women. Our findings confirm this trend, showing that men have an average WHR that is 10% higher than that of women (see 
                    <xref ref-type="table" rid="T1">Table 1</xref>), with abnormal WHR values (men: 0.75 to 0.90; women: &#x2264;0.80) exceeding those reported by Muaidi &amp; Ahsan (2019).
                    <sup>
                        <xref ref-type="bibr" rid="ref20">20</xref>
                    </sup>
                </p>
                <p>Regarding the Body Mass Index (BMI), the averages of our participants fall into the overweight range for both genders. However, longitudinal studies, such as one conducted in Korea with 75,586 people, have shown that the effect of a high BMI on mortality is lower in the elderly as compared to the overall adult population.
                    <sup>
                        <xref ref-type="bibr" rid="ref21">21</xref>
                    </sup> Additionally, another study conducted in Brazil, based on the WHO classification, found that elderly individuals who were overweight showed a protective effect against mortality (risk ratio of 0.58), as compared to those with a normal BMI, even among the elderly with myopenia, although this difference was not statistically significant.
                    <sup>
                        <xref ref-type="bibr" rid="ref22">22</xref>
                    </sup>
                </p>
                <p>BMI, waist circumference (WC), and WHR, are important anthropometric measurements associated with non-communicable diseases (NCDs) and mortality risk.
                    <sup>
                        <xref ref-type="bibr" rid="ref23">23</xref>
                    </sup> At the postural level, a higher BMI has been found to be linked to incorrect postures, both in standing position and during dynamic work.
                    <sup>
                        <xref ref-type="bibr" rid="ref24">24</xref>
                    </sup> WHR, in turn, correlates with foot posture index scores.
                    <sup>
                        <xref ref-type="bibr" rid="ref25">25</xref>
                    </sup> Overall, combining multiple anthropometric indices can provide a more comprehensive assessment of health risks related to NCDs and body posture in the elderly population.</p>
            </sec>
            <sec id="sec15">
                <title>Physical activity and body posture in the elderly</title>
                <p>Physical activity offers significant benefits to older individuals, particularly in terms of posture and balance. Some studies have shown that older adults who engage in regular physical activity have a better seating posture, vertical alignment, and balance, as compared to their sedentary counterparts.
                    <sup>
                        <xref ref-type="bibr" rid="ref6">6</xref>
                    </sup> Our findings revealed that physical activity levels were related to 40% of the components of the posture index, with a notable effect on the upper body (trunk), while excluding the lower back (lumbar). These results are positively associated with findings indicating vertebral growth in active older adults,
                    <sup>
                        <xref ref-type="bibr" rid="ref26">26</xref>
                    </sup> who also exhibited improved postural control and sensory integration.
                    <sup>
                        <xref ref-type="bibr" rid="ref27">27</xref>
                    </sup> Although some age-related postural changes persist, such as forward head posture and pelvic anteversion, physically active older adults may show less pronounced flexor postures due to strengthened extensor muscles. Exercise, particularly resistance and impact training, can improve bone strength and reduce the risk of falls in individuals with osteoporosis.
                    <sup>
                        <xref ref-type="bibr" rid="ref28">28</xref>
                    </sup>
                </p>
                <p>This study has some limitations, including a relatively small sample size and the lack of a longitudinal follow-up to observe the effects of physical activity over time. Additionally, the assessment of posture focused on static parameters, without considering dynamic variations that may influence the results. Future research should involve larger samples and longitudinal designs to validate and expand these findings. It would also be beneficial to investigate the impact of different types of physical activity on posture and balance, as well as to incorporate dynamic measurements to gain a more comprehensive understanding of the interactions between physical activity and posture in older adults.</p>
            </sec>
        </sec>
        <sec id="sec16" sec-type="conclusions">
            <title>Conclusions</title>
            <p>The authors conclude that physical activity has a significant positive impact on the posture of older adults, particularly in the trunk, contributing 40% to the improvement of the components of the postural correction index. The optimal values obtained, exceeding 84.67 in men and 82.67 in women according to the PSU assessment, highlight the effectiveness of physical activity in postural correction. Furthermore, physical activity appears to be particularly beneficial to the posture of the trunk, shoulders, and back, with specific improvements observed in thoracic depression, upper back, and anteroposterior shoulder alignment. Future studies with larger sample sizes and longitudinal approaches are recommended to more accurately predict the effect of physical activity on posture. Additionally, it is important to investigate how physical activity influences variables associated with non-communicable chronic diseases, to develop more effective strategies for their prevention and management.</p>
            <sec id="sec18">
                <title>Ethics and consent</title>
                <p>The study was approved by the Ethics Committee of the Universidad Santo Tom&#x00e1;s de Valdivia (Chile) under Resolution No. 231366443/2023 SEREMI DE SALUD dated March 31, 2023, with number 188 MZS;1364.2024, as it was a non-invasive low-risk study in accordance with Resolution 8430/1993 by the Ministry of Health and Social Protection of Colombia. Since participant images were used, anonymity was guaranteed, and consent was signed with this clarification.</p>
            </sec>
        </sec>
        <sec id="sec19">
            <title>Consent to publish</title>
            <p>All participants in the study provided written informed consent, which explicitly informed them about the taking and processing of photographs. Additionally, the confidentiality of personal identities was assured throughout the study, implementing all necessary measures to guarantee the anonymity of the individuals involved.</p>
        </sec>
    </body>
    <back>
        <sec id="sec22" sec-type="data-availability">
            <title>Data availability</title>
            <p>The study data are deposited in Figshare: Relationship between physical activity, body posture and morbidity risk in the elderly population. DOI: 
                <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.27174705">https://doi.org/10.6084/m9.figshare.27174705</ext-link>.
                <sup>

                    <xref ref-type="bibr" rid="ref29">29</xref>
</sup>
            </p>
            <p>This project contains the following underlying data:
                <list list-type="bullet">
                    <list-item>
                        <label>-</label>
                        <p>Raw Data.xlsx (Study data elderly (PSU).</p>
                    </list-item>
                    <list-item>
                        <label>-</label>
                        <p>
Figure 1. (image foot)</p>
                    </list-item>
                </list>
            </p>
            <p>Data are available under the terms of the 
                <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International license</ext-link> (CC-BY 4.0).</p>
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    </back>
    <sub-article article-type="reviewer-report" id="report451450">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.173895.r451450</article-id>
            <title-group>
                <article-title>Reviewer response for version 2</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Rizatto</surname>
                        <given-names>Guilherme F.</given-names>
                    </name>
                    <xref ref-type="aff" rid="r451450a1">1</xref>
                    <xref ref-type="aff" rid="r451450a2">2</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0003-1133-3241</uri>
                </contrib>
                <aff id="r451450a1">
                    <label>1</label>UNICAMP, S&#x00e3;o Paulo, Brazil</aff>
                <aff id="r451450a2">
                    <label>2</label>Faculdade de Educa&#x00e7;&#x00e3;o F&#x00ed;sica e Fisioterapia, Universidade Federal de Uberlandia (Ringgold ID: 28119), Uberl&#x00e2;ndia, State of Minas Gerais, Brazil</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>29</day>
                <month>1</month>
                <year>2026</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Rizatto GF</copyright-statement>
                <copyright-year>2026</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport451450" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.155776.2"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve-with-reservations</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>In the Introduction Section:</p>
            <p> </p>
            <p> -&#x00a0;The definition of physical activity should clarify that its energy expenditure is higher than that obtained in a resting state.</p>
            <p> -&#x00a0;In the first paragraph, the authors used the terms strength training and resistance training, which are synonymous. They probably meant to mention endurance training and resistance training. Correcting this phrase is enough.</p>
            <p> - In the second paragraph, the second sentence does not clearly convey the desired information. There is redundancy in the words (&#x00a0;comfortableness people experience(...),&#x00a0;which provides comfort). This sentence should be rewritten.</p>
            <p> -&#x00a0;In the second paragraph, the term "individuals who suffer falls" should be replaced with "faller older adults".</p>
            <p> -&#x00a0;The sentences in lines 14 through 19 should be rewritten as a single sentence that conveys the same meaning. In particular, the first sentence of the third paragraph has the same meaning as the first paragraph of the introduction.</p>
            <p> </p>
            <p> In Method Section:</p>
            <p> </p>
            <p> - The term &#x201c;physical activity focused on conditional physical capacities, with training sessions&#x201d; should be replaced with&#x00a0;&#x201c;strength and conditioning training sessions&#x201d;.</p>
            <p> -&#x00a0;ISAK&#x00a0;names the anthropometric variable measured in the study as girth, and not circumference. The term must be corrected.</p>
            <p> -&#x00a0;Why was height analyzed using a non-parametric test, while the waist-to-hip ratio was performed using a parametric test?</p>
            <p> -&#x00a0;It would be interesting if the authors included waist circumference data in their analysis.</p>
            <p> </p>
            <p> In Discussion Section:</p>
            <p> </p>
            <p> - The term: &#x201c;The variables that showed the most correlations with the different components of the PSU were age and physical activity (PA).&#x201d;&#x00a0;should be replaced with &#x201c;The different components of the PSU variables showed most correlations with age and PA.&#x201d;</p>
            <p> -&#x00a0;The second, third, and fourth paragraphs of the discussion do not include analyses of data on anthropometric variables and disease predisposition in relation to physical activity, as suggested by the study's aim. Furthermore, it would be beneficial for the authors to explain why a high BMI in older adults leads to a lower chance of mortality.</p>
            <p> </p>
            <p> In Conclusion Section:</p>
            <p> -&#x00a0;The second line should be included in the discussion and properly debated.</p>
            <p> -&#x00a0;The third line should be removed. The study argues for an extrapolation of the results, which cannot be claimed based solely on the data analyzed.</p>
            <p> -&#x00a0;Line 5 should be removed as it does not add any further information to the text.</p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Yes</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Partly</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Yes</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Yes</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>Partly</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>Kineanthropometry, Exercise Physiology, Sports Training,&#x00a0;Measurement and Evaluation.</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.</p>
        </body>
    </sub-article>
</article>
