<?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.174088.1</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>The Role of the Digital Workplace in Enhancing Productive Organizational Energy: An Analytical Study at the University of Fallujah</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: 1 approved, 1 approved with reservations]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Khalaf</surname>
                        <given-names>Yasser Lateef</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Alhashimi</surname>
                        <given-names>Amna Laith</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0009-0005-9006-4546</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>public administration, University of Fallujah, Al-Fallujah, Al Anbar Governorate, Iraq</aff>
                <aff id="a2">
                    <label>2</label>public administration, University of Fallujah, Al-Fallujah, Al Anbar Governorate, Iraq</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:cae.h25113@uofallujah.edu.iq">cae.h25113@uofallujah.edu.iq</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>11</day>
                <month>2</month>
                <year>2026</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2026</year>
            </pub-date>
            <volume>15</volume>
            <elocation-id>234</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>22</day>
                    <month>1</month>
                    <year>2026</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Khalaf YL and Alhashimi AL</copyright-statement>
                <copyright-year>2026</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/15-234/pdf"/>
            <abstract>
                <sec>
                    <title>Background</title>
                    <p>Although digital workplaces are increasingly being adopted across academic institutions, many universities still perceive them merely as technological tools rather than as integrated socio-organizational systems that foster productive organizational energy. This study addresses this gap by examining the effect of digital workplace dimensions&#x2014;digital space, aesthetics, capabilities, and intelligence&#x2014;on productive organizational energy at the University of Fallujah.</p>
                </sec>
                <sec>
                    <title>Methods</title>
                    <p>Using a descriptive-analytical approach, data from 290 respondents were analyzed using SPSS v.28 and Smart PLS v.4, employing confirmatory factor analysis and multiple regression.</p>
                </sec>
                <sec>
                    <title>Results</title>
                    <p>The overall digital workplace demonstrated a strong positive influence on productive organizational energy (&#x03b2; = 0.892, R
                        <sup>2</sup> = 0.75, F = 865.962, P &lt; 0.001). Among these dimensions, digital intelligence exerted the highest impact (&#x03b2; = 0.819, R
                        <sup>2</sup> = 0.69), followed by digital capabilities (&#x03b2; = 0.775, R
                        <sup>2</sup> = 0.67), digital space (&#x03b2; = 0.651, R
                        <sup>2</sup> = 0.59), and digital aesthetics (&#x03b2; = 0.665, R
                        <sup>2</sup> = 0.48). These findings confirm that smart technologies and analytics significantly enhance emotional, cognitive, and behavioral energy across staff, thereby improving motivation and efficiency.</p>
                </sec>
                <sec>
                    <title>Conclusions</title>
                    <p>Theoretically, this research extends the digital transformation literature by linking digital workplace constructs to organizational energy, underscoring the necessity of strengthening digital intelligence and employee capabilities to advance institutional performance.</p>
                </sec>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Digital workplace</kwd>
                <kwd>productive organizational energy</kwd>
                <kwd>University of Fallujah.</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>
    </front>
    <body>
        <sec id="sec5" sec-type="intro">
            <title>1. Introduction</title>
            <p>The digital&#x2002;workplace concept has transformed immensely over the last 20 years, becoming a key cornerstone of business transformation. A digital Workplace is characterized as a combined set of devices, applications, and digital networks that allow employees to perform their tasks flexibly from anywhere bringing &#x2002;productivity and organizational agility (
                <xref ref-type="bibr" rid="ref23">de Moraes et al., 2024</xref>; 
                <xref ref-type="bibr" rid="ref28">Ujwary-Gil &amp; Godlewska-Dziobo&#x0144;, 2022</xref>). In the context of higher education institutions, digital transformation is a key factor for optimizing operations and communication, as well as service quality, and plays a critical role in both organizational innovation and user satisfaction (
                <xref ref-type="bibr" rid="ref22">Mishra et al., 2023</xref>; 
                <xref ref-type="bibr" rid="ref27">Too et al., 2025</xref>; 
                <xref ref-type="bibr" rid="ref3">Al-Rawi et al., 2021</xref>). Researchers have conceptualized the digital workplace as a vibrant ecology consisting of technological, social and&#x2002;organizational aspects that influence interaction and collaboration in media-saturated environments (
                <xref ref-type="bibr" rid="ref7">Chawla &amp; Goyal, 2022</xref>; 
                <xref ref-type="bibr" rid="ref20">Marsh et al., 2024</xref>). The latest technological developments have changed the nature of traditional work designs, leading to enhanced remote collaboration, cross-functional integration, and employee performance and&#x2002;quality of life (
                <xref ref-type="bibr" rid="ref21">Meske &amp; Junglas, 2021</xref>; 
                <xref ref-type="bibr" rid="ref24">Nesindande et al., 2024</xref>).</p>
            <p>The current literature indicates that the digital workplace enhances flexibility, connectivity, and inclusiveness through remote access, collaborative platforms, and evidence-based intelligence (
                <xref ref-type="bibr" rid="ref5">Attaran et al., 2019</xref>; 
                <xref ref-type="bibr" rid="ref16">Kaur et al., 2025</xref>; 
                <xref ref-type="bibr" rid="ref26">Rakovic et al., 2022</xref>). By doing so, such digital spaces advance employees&#x2019; engagement through collaboration and ongoing learning, comparing performance with one&#x2002;another. and provides analytical tools to managers (
                <xref ref-type="bibr" rid="ref10">Eckhardt et al., 2019</xref>; 
                <xref ref-type="bibr" rid="ref13">Hoert et al., 2018</xref>; 
                <xref ref-type="bibr" rid="ref14">Husien et al., 2018</xref>). Nevertheless, the application of digital workplaces is uneven throughout industries, especially in&#x2002;academia, where there is a tendency to characterize digitalization only as tool adoption and not from an organizational or behavioral perspective (
                <xref ref-type="bibr" rid="ref32">Zimmer et al., 2023</xref>). consequently, the potential benefits of digital technologies for organizational effectiveness and innovation are underexploited (
                <xref ref-type="bibr" rid="ref18">Khin &amp; Ho, 2019</xref>; 
                <xref ref-type="bibr" rid="ref29">Usai et al., 2021</xref>).</p>
            <p>Additionally, the notion of productive organizational energy has been identified as a crucial aspect of institutional vitality and effectiveness (
                <xref ref-type="bibr" rid="ref1">Abualhamael, 2017</xref>; 
                <xref ref-type="bibr" rid="ref2">Alexiou et al., 2019</xref>; 
                <xref ref-type="bibr" rid="ref8">Cole et al., 2005</xref>; 
                <xref ref-type="bibr" rid="ref25">Obeng et al., 2021</xref>; 
                <xref ref-type="bibr" rid="ref15">Husien et al., 2019</xref>). This refers to the set of emotional, cognitive, and behavioral resources through which creativity, focus, and resilience contribute to achieving organizational objectives (
                <xref ref-type="bibr" rid="ref6">Baker, 2019</xref>; 
                <xref ref-type="bibr" rid="ref11">Gabardo-Martins, 2022</xref>). Prior research indicates that high levels of OE strengthen job satisfaction, commitment, and collaborative performance, thereby fostering institutional competitive advantage (
                <xref ref-type="bibr" rid="ref9">Cuff &amp; Barkhuizen, 2014</xref>; 
                <xref ref-type="bibr" rid="ref30">Vogel et al., 2022</xref>). Notwithstanding these insights, there is limited_&#x2002;empirical evidence associating the dimensions of the digital workplace&#x2014;namely, digital space, capabilities, aesthetics, and intelligence &#x2013; to the activation of productive organizational energy, especially in higher education institutions in developing countries (
                <xref ref-type="bibr" rid="ref17">Kelder et al., 2025</xref>; 
                <xref ref-type="bibr" rid="ref31">White, 2012</xref>; 
                <xref ref-type="bibr" rid="ref4">Al-Sabaawe et al., 2020</xref>).</p>
            <p>This research bridges&#x2002;_this gap and explores how digital workplaces influence the productive organizational energy of the University of Fallujah. This study seeks to broaden the theoretical perspectives of digital workplaces by&#x2002;intertwining them with the theory of the organizational energy field, to understand how digital transformation impacts employees&#x2019; emotional, cognitive, and behavioral engagement. The empirical&#x2002;research in this paper has both theoretical and application dimensions for the evolution of digital transformation literature as well as practice for institutions of higher education regarding how they could best design their digital space to achieve motivation, collaboration, and overall organizational performance.</p>
        </sec>
        <sec id="sec6" sec-type="methods">
            <title>2. Methods</title>
            <p>Research Methodology: The researchers in their study relied on a descriptive analytical method, which is considered appropriate for providing a clear and accurate picture of the phenomenon of the research problem. This is because it studies the characteristics and forms of events and phenomena and combines more than one approach at the same time, represented by observations, questionnaires, and personal interviews, which directly access information.</p>
            <sec id="sec7">
                <title>2.1 Sample characterization</title>
                <p>2.1.1 Gender</p>
                <p>
                    <xref ref-type="table" rid="T1">
Table 1</xref> displays the frequency distribution of the sample members by gender at the University of Fallujah. There were 290 sample members, and most of the sample (80.3%) was male (233 members). Only 57 participants were female (19.7%). Female involvement in the study was much lower than male participation, which may be due to the university&#x2019;s largely male functional or academic organization.</p>
                <table-wrap id="T1" orientation="portrait" position="float">
                    <label>
Table 1. </label>
                    <caption>
                        <title>Frequency distribution by gender.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Gender</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Frequency</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Percentage (%)</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Male</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">233</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">80.3</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Female</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">57</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">19.7</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Total</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">290</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">100.0</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>2.1.2 Age</p>
                <p>
                    <xref ref-type="table" rid="T2">
Table 2</xref> shows the frequency distribution of the sample members according to the age group at the University of Fallujah.</p>
                <table-wrap id="T2" orientation="portrait" position="float">
                    <label>
Table 2. </label>
                    <caption>
                        <title>The distribution by age.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Age group</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Frequency</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Percentage (%)</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">25-30</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">55</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">19.0</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">31-35</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">45</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">15.5</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">36-40</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">46</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">15.9</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">41-45</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">45</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">15.5</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">46-50</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">43</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">14.8</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">51-55</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">34</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">11.7</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Higher than 55</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">22</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">7.6</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Total</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">290</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">100</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>2.1.3 Academic achievement</p>
                <p>
                    <xref ref-type="table" rid="T3">
Table 3</xref> shows the frequency distribution of the sample members according to their academic achievements at the University of Fallujah.</p>
                <table-wrap id="T3" orientation="portrait" position="float">
                    <label>
Table 3. </label>
                    <caption>
                        <title>The distribution based on level of academic achievement.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Academic achievement</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Frequency</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Percentage (%)</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Bachelor's Degree</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">87</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">30.0</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Higher Diploma</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">48</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">16.6</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Master's Degree</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">77</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">26.6</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Doctorate</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">78</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">26.9</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Total</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">290</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">100</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>2.1.4 Years of service</p>
                <p>
                    <xref ref-type="table" rid="T4">
Table 4</xref> presents the frequency distribution of the respondents according to their years of service at the University of Fallujah.</p>
                <table-wrap id="T4" orientation="portrait" position="float">
                    <label>
Table 4. </label>
                    <caption>
                        <title>The frequencies by years of service.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Years of service</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Frequency</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Percentage (%)</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Less than 5 years</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">55</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">19.0</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">6&#x2013;10 years</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">98</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">33.8</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">11&#x2013;15 years</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">34</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">11.7</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">16&#x2013;20 years</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">82</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">28.3</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">More than 20 years</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">21</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">7.2</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Total</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>290</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>100</bold>
</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>2.1.5 Administrative position</p>
                <p>
                    <xref ref-type="table" rid="T5">
Table 5</xref> shows the frequency distribution of the sample members according to their administrative positions at the University of Fallujah. The research sample was a balanced representation of all administrative and academic levels, with a clear dominance of teaching staff. This lends the study&#x2019;s findings to academic depth and provides a realistic reflection of the university&#x2019;s organizational structure.</p>
                <table-wrap id="T5" orientation="portrait" position="float">
                    <label>
Table 5. </label>
                    <caption>
                        <title>The frequency distribution by administrative position.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Administrative position</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Frequency</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Percentage (%)</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Employee</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">45</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">15.5</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Faculty Member</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">105</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">36.2</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Division Head</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">56</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">19.3</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Department Head</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">76</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">26.2</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Dean</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">4</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.4</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Assistant Dean</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">4</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.4</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Total</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>290</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>100</bold>
</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>2.1.6 Academic rank</p>
                <p>
                    <xref ref-type="table" rid="T6">
Table 6</xref> presents the frequency distribution of the respondents according to their academic rank at the University of Fallujah. The sample tends towards higher academic levels, as the categories (Professor, Assistant Professor, and Assistant Lecturer) constitute more than two-thirds of the sample, which gives the study results cognitive depth and scientific rigor stemming from advanced academic experiences within the university.</p>
                <table-wrap id="T6" orientation="portrait" position="float">
                    <label>
Table 6. </label>
                    <caption>
                        <title>The frequency distribution by academic rank.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Academic rank</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Frequency</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Percentage (%)</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">None</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">46</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">15.9</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Professor</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">78</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">26.9</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Associate Professor</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">68</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">23.4</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Lecturer</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">40</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">13.8</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Assistant Lecturer</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">58</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">20.0</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Total</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>290</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>100</bold>
</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
        </sec>
        <sec id="sec8" sec-type="results|discussion">
            <title>3. Results and discussion</title>
            <sec id="sec9">
                <title>3.1 Response rate</title>
                <p>To ensure fulfillment of the study&#x2019;s requirements, the researcher distributed (300) questionnaires to a random sample of affiliates at Fallujah University. 290 were retrieved and validated for statistical analysis, as shown in 
                    <xref ref-type="table" rid="T7">
Table 7</xref>.</p>
                <table-wrap id="T7" orientation="portrait" position="float">
                    <label>
Table 7. </label>
                    <caption>
                        <title>The number of questionnaires distributed.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Status</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Number of distributed questionnaires</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Number of unreturned questionnaires</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Number of valid questionnaires for analysis</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Number</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">300</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">10</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">290</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Percentage</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">100</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.333</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">96.67</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec id="sec10">
                <title>3.2 Results of the descriptive analysis</title>
                <p>The conclusions regarding the responses of the sample were based on reviewing the information and analyzing it using statistical methods. The findings will be discussed in light of the current research axes, and an effort will be made to interpret these relationships and findings.</p>
                <p>3.2.1 Digital workplace independent variable</p>
                <p>According to 
                    <xref ref-type="table" rid="T8">
Table 8</xref>, the digital workplace variable featured relative importance order (first), overall arithmetic mean (3.350), standard deviation (PCS = 0.805), coefficient of variation (24.04%), and medium evaluation level. This therefore indicates that the productive organizational &#x2018;energy&#x2019; environment is keen to embrace digital workplace technologies (
                    <xref ref-type="bibr" rid="ref20">Marsh et al., 2024</xref>). However, this level is not of strong adoption, but moderate inclination towards digital transformation, which may be due to technical or organizational barriers such as limited technical resources and institutional unawareness (
                    <xref ref-type="bibr" rid="ref22">Mishra et al., 2023</xref>). The highest mean of (3.424), SD = 0.845, and CV = (24.67%) were reported for digital intelligence and attained a level classification of (good). This indicates an interest in using intelligent technologies to analyze data and make decisions, which can be considered as a progress of awareness within the university about the role of smart digital solutions, although it is not experienced at the same level by all administrative units. Second, digital aesthetics had a median score of 3.386, standard deviation of 0.870, and coefficient of variation of 25.70%, all at (medium) level of rating. This indicates a kind of tension of the attractive power of digital systems to look, as well as being interacted with by users. These efforts, however, need to be better infused into the interface design and user experience for a more meaningful impact on increasing work efficiency. Meanwhile, the digital (3.294), std. Focused capabilities were third with 0.878 std and a variation coefficient of (26.65%) therefore, an evaluation tier of (Medium) levels despite over the actionable level these capabilities should be posed in evaluating as they have, on average, some high impact and important (Medium) level, but also with possible higher potential development. This represents a modest level of digital proficiency among employees (
                    <xref ref-type="bibr" rid="ref13">Hoert et al., 2018</xref>; 
                    <xref ref-type="bibr" rid="ref21">Meske &amp; Junglas, 2021</xref>). However, it also means that it is important to extend the training and skills programmed to improve the technical efficiency necessary to handle digitalization. Regarding digital, it obtained the lowest (average = 3.297, SD = 0.983, and CoV = 29.80%), with a rating level of (medium). This could mean that digital shared workspaces are not yet widespread and/or that there might be some limitations in terms of infrastructure or the availability of fully integrated digital systems. From this analysis, we can conclude that the measurement findings confirm the digital workplace variable at a medium scale biased towards positivity, with a higher advantage of pillar maturity appearing in digital intelligence rather than the others, as well as benchmarking scale by taking more development on training, interaction design, and digital infrastructure to establish an efficient and sustainable environment for work (
                    <xref ref-type="bibr" rid="ref20">Marsh et al., 2024</xref>).
                    <list list-type="order">
                        <list-item>
                            <label>1.</label>
                            <p>Productive Organizational Energy Dependent Variable</p>
                        </list-item>
                    </list>
                </p>
                <table-wrap id="T8" orientation="portrait" position="float">
                    <label>
Table 8. </label>
                    <caption>
                        <title>Descriptive statistics for research variables and dimensions.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Research variables and dimensions</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">M</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">S</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">CV</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Rank</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Answer trend</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Space</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.297</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.983</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">29.80</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">4</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Average</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Beauty</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.386</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.870</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">25.70</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Average</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Capabilities</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.294</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.878</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">26.65</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Average</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Intelligence</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.424</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.845</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">24.67</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Good</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Workplace</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.350</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.805</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">24.04</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">First</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Average</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Emotional Energy</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.487</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.769</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">22.04</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Good</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Cognitive Energy</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.376</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.921</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">27.28</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Average</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Behavioral Energy</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.349</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.989</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">29.54</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Average</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Organizational Energy</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.404</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.829</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">24.35</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Second</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Average</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>Findings (
                    <xref ref-type="table" rid="T8">Table 8</xref>) revealed that the productive organization energy variable came at the second order regarding relative importance with a total arithmetic mean and a standard deviation of (3.404), and (0.829), respectively, equal to (.3435), a medium evaluation level. This implies a positive interest in the utilization of effective organizational energy practices within the work organization of universities. However, this level does not indicate high organizational vitality, but simply a situation of lack of negative as well as the presence of a low amount of positive interaction that can be enhanced by creating a motivating work environment and concentration on both employees&#x2019; behavioral and emotional energy sources (
                    <xref ref-type="bibr" rid="ref13">Hoert et al., 2018</xref>; 
                    <xref ref-type="bibr" rid="ref21">Meske &amp; Junglas, 2021</xref>). Based on the analysis of dimensions, emotional energy held first place with an average (3.487), standard deviation (0.769) and, coefficient of variation (22.04%), and evaluated level. This is evidence of the good state of enthusiasm and satisfaction enjoyed by staff members, while working with vitality and activity, which means the availability of an inspiring campus atmosphere that reflects a spirit of pride and sense of belonging to the university. Cognitive energy arrived in second with an arithmetic mean of (3.376), a standard deviation of (0.921), and a coefficient of variation of (27.28%) along with a medium evaluation level. This is indicative of relatively high cognitive readiness among employees to share knowledge and actively look for opportunities to continuously develop themselves (
                    <xref ref-type="bibr" rid="ref13">Hoert et al., 2018</xref>). However, the high coefficient of variation means that there is still a disproportion in this area among individuals, so we must reinforce the culture of organizational learning and intellectual participation. On the other hand, behavioral energy ranked third with (3.349) as an average difference, (0.989) as a standard deviation, and (29.54%) coefficient of variation for the previous evaluation level attempting to measure this variable means that the nature of its application in practical work still needs to be improved, where average measures indicate that this level lacks initiative or practical activity, especially since there is a discrepancy in efforts between employees. To instill a spirit of dedication and willpower, it calls for incessant encouragement, guidance, and organizational support. The analysis findings suggest that the organizational productive energy variable is positioned at an intermediate level of intensity, based on emotional energy, which translates into the main motivating source for employees to outperform, with cognitive and behavioral energies requiring more long-term development programs of motivation-enhancement in support of new forms of organizational learning and effective behavior within the university work context (
                    <xref ref-type="bibr" rid="ref13">Hoert et al., 2018</xref>).</p>
            </sec>
            <sec id="sec11">
                <title>3.3 Confirmatory construct validity</title>
                <p>3.3.1 Confirmatory factor analysis for digital workplace</p>
                <p>As an independent variable, the digital workplace model consisted of four main dimensions: (digital space, digital aesthetics, digital capabilities, and digital intelligence) with 18 questions, as demonstrated in 
                    <xref ref-type="fig" rid="f1">
Figure 1</xref>. 
                    <xref ref-type="table" rid="T9">
Table 9</xref> shows the extracted fit quality indicators, which were within the required standards for model acceptance. All composite reliability (CR) magnitudes for the digital workplace variable were within acceptable limits, reaching (0.874, 0.867, 0.886, and 0.924), which is a good indicator and denotes the reliability of the scale, reflecting a high internal consistency of the scale&#x2019;s dimensions (
                    <xref ref-type="bibr" rid="ref20">Marsh et al., 2024</xref>). It is also clear from the Cronbach&#x2019;s alpha coefficient magnitudes, which reached (0.874, 0.866, 0.883, and 0.924), that they are greater than (0.70), indicating high reliability between items for each dimension of the model. The findings demonstrated that all average variance extracted (AVE) magnitudes for the digital workplace variable were acceptable, ranging between (0.637, 0.621, 0.602, and 0.710), which is greater than the standard magnitude (0.50), indicating that the sub-dimensions contribute significantly to explaining the total variance of the digital workplace variable; thus, the model is considered more reliable in interpreting the relationships between its dimensions.</p>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>
Figure 1. </label>
                    <caption>
                        <title>Confirmatory factor analysis of digital workplace.</title>
                    </caption>
                    <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191963/e99095a2-d0bb-497d-a3de-6e56c3fa1df2_figure1.gif"/>
                </fig>
                <table-wrap id="T9" orientation="portrait" position="float">
                    <label>
Table 9. </label>
                    <caption>
                        <title>Fit quality indicators for digital workplace.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Dimensions</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Cronbach&#x2019;s alpha (standardized)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Cronbach&#x2019;s alpha (unstandardized)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Composite reliability (rho_c)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Average variance extracted (AVE)</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DA</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.874</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.873</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.874</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.637</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DC</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.866</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.865</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.867</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.621</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DI</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.883</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.883</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.886</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.602</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DS</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.924</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.924</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.924</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.710</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>
                    <xref ref-type="table" rid="T10">
Table 10</xref> shows the estimation magnitudes, which ranged between (0.685 and 0.872) for all items representing the dimensions of the digital workplace variable. All items have high factor loading coefficients and exceed the acceptable minimum limit of (0.50), indicating that all items have a clear impact on their dimensions. It is also evident from the T-statistic magnitudes, which ranged between (12.288 and 19.761), that all of them are greater than the tabular magnitude of (1.984) at a significance level of (0.05), which is a sufficient indicator for adopting the model in its final form for subsequent analyses, and reflects the strength of the relationships between the items and the constituent dimensions of the digital workplace variable (
                    <xref ref-type="bibr" rid="ref20">Marsh et al., 2024</xref>).</p>
                <table-wrap id="T10" orientation="portrait" position="float">
                    <label>
Table 10. </label>
                    <caption>
                        <title>Estimates for the dimensions of the digital workplace variable.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Paragraphs</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Parameter estimates</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Standard errors</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">T magnitudes</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
P magnitudes</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DA1 &lt;- DA</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.766</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">n/a</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">n/a</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">n/a</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DA2 &lt;- DA</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.775</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.082</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">13.514</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DA3 &lt;- DA</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.848</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.076</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">14.399</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DA4 &lt;- DA</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.801</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.072</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">14.044</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DC1 &lt;- DC</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.742</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">n/a</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">n/a</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">n/a</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DC2 &lt;- DC</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.818</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.084</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">14.031</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DC3 &lt;- DC</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.741</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.086</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">12.288</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DC4 &lt;- DC</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.844</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.078</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">14.277</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DI1 &lt;- DI</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.866</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">n/a</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">n/a</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">n/a</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DI2 &lt;- DI</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.798</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.053</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">17.029</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DI3 &lt;- DI</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.806</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.051</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">16.660</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DI4 &lt;- DI</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.708</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.051</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">13.568</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DI5 &lt;- DI</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.685</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.053</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">13.035</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DS1 &lt;- DS</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.863</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">n/a</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">n/a</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">n/a</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DS2 &lt;- DS</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.833</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.051</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">18.679</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DS3 &lt;- DS</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.872</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.052</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">19.761</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DS4 &lt;- DS</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.830</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.055</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">17.876</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DS5 &lt;- DS</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.812</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.055</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">17.397</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>3.3.2 Confirmatory factor analysis of productive organizational energy</p>
                <p>The productive organizational energy model, as a variable, consists of three basic dimensions: behavioral, cognitive, and emotional energy, with (17) questions, as demonstrated in 
                    <xref ref-type="fig" rid="f2">
Figure 2</xref>. 
                    <xref ref-type="table" rid="T11">
Table 11</xref> shows the extracted fit quality indicators, which were within the required standards for model acceptance. The composite reliability (CR) magnitudes for the productive organizational energy variable were all within acceptable limits, reaching (0.929, 0.937, and 0.899), which is a good indicator and denotes the reliability of the scale, reflecting a high internal consistency of the scale&#x2019;s dimensions. It is also clear from the Cronbach&#x2019;s alpha magnitudes, which were (0.925, 0.935, and 0.899), which were greater than (0.70), indicating high reliability between the items for each dimension of the model. The findings demonstrated that the average variance extracted (AVE) magnitudes for the productive organizational energy variable were all acceptable, ranging between (0.599 and 0.722), which is greater than the standard magnitude (0.50), indicating that the sub-dimensions contribute significantly to explaining the total variance of the productive organizational energy variable; thus, the model is considered more reliable for interpreting the relationships between its dimensions.</p>
                <fig fig-type="figure" id="f2" orientation="portrait" position="float">
                    <label>
Figure 2. </label>
                    <caption>
                        <title>Confirmatory factor analysis of productive organizational energy.</title>
                    </caption>
                    <graphic id="gr2" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191963/e99095a2-d0bb-497d-a3de-6e56c3fa1df2_figure2.gif"/>
                </fig>
                <table-wrap id="T11" orientation="portrait" position="float">
                    <label>
Table 11. </label>
                    <caption>
                        <title>Fit quality indicators for productive organizational energy.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Dimensions</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Cronbach&#x2019;s alpha (standardized)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Cronbach&#x2019;s alpha (unstandardized)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Composite reliability (rho_c)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Average variance extracted (AVE)</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">BE</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.925</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.925</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.929</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.722</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CE</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.935</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.935</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.937</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.711</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">EE</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.899</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.898</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.899</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.599</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>
                    <xref ref-type="table" rid="T12">
Table 12</xref> demonstrates the factor loading magnitudes, which ranged between (0.658 and 0.924) for all items comprising the dimensions of the productive organizational energy variable. All items were influential and had high factor loading coefficients exceeding the minimum acceptable limit of (0.50), reflecting the quality of their representation of their dimensions. It is also clear from the T-statistic magnitudes, which ranged between (10.592 and 24.110), that they were all greater than the tabular magnitude of (1.984) at a significance level of (0.05), which is considered a sufficient indicator for adopting the model in its final form in subsequent analyses, and reflects the strength of the correlation between the items and the dimensions comprising the productive organizational energy variable.</p>
                <table-wrap id="T12" orientation="portrait" position="float">
                    <label>
Table 12. </label>
                    <caption>
                        <title>Estimates for the dimensions of the productive organizational energy variable.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Items</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Parameter estimates</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">T magnitudes</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
P magnitudes</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">BE1 &lt;- BE</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.889</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">n/a</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">n/a</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">BE2 &lt;- BE</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.897</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">22.742</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">BE3 &lt;- BE</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.924</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">24.110</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">BE4 &lt;- BE</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.705</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">14.511</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">BE5 &lt;- BE</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.814</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">18.605</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CE1 &lt;- CE</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.814</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">n/a</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">n/a</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CE2 &lt;- CE</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.821</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">16.517</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CE3 &lt;- CE</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.903</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">18.980</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CE4 &lt;- CE</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.862</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">17.677</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CE5 &lt;- CE</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.846</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">17.356</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CE6 &lt;- CE</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.807</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">16.041</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">EE1 &lt;- EE</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.681</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">n/a</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">n/a</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">EE2 &lt;- EE</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.658</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">10.592</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">EE3 &lt;- EE</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.783</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">12.307</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">EE4 &lt;- EE</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.847</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">12.976</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">EE5 &lt;- EE</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.885</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">13.338</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">EE6 &lt;- EE</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.766</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">11.752</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec id="sec12">
                <title>3.4 Testing research hypotheses</title>
                <p>Testing the hypothesis between the dimensions of the (digital workplace) variable in the (productive organizational energy) variable is, shown in 
                    <xref ref-type="table" rid="T13">
Table 13</xref>.</p>
                <table-wrap id="T13" orientation="portrait" position="float">
                    <label>
Table 13. </label>
                    <caption>
                        <title>Analysis of the impact between digital workplace dimensions on productive organizational energy.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Dependent variable</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Sig</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">F</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">R
                                    <sup>2</sup>Adj</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">(R
                                    <sup>2</sup>)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">R</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">t</th>
                                <th align="left" colspan="3" rowspan="1" valign="top">Dimensions of the digital workplace</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="10" valign="top">
                                    <bold>Organizational Productive Energy</bold>
</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">
                                    <bold>0.000</bold>
</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">422.364</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">0.593</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">0.595</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">0.771</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">11.563</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.259</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>&#x03b1;</bold>
</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">Digital Space</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">20.552</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.651</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">

                                    <bold>&#x03b2;</bold>
</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="2" valign="top">
                                    <bold>0.000</bold>
</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">273.197</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">0.485</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">0.487</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">0.698</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">8.205</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.153</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>&#x03b1;</bold>
</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">Digital Beauty</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">16.529</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.665</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">

                                    <bold>&#x03b2;</bold>
</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="2" valign="top">
                                    <bold>0.000</bold>
</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">594.552</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">0.673</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">0.674</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">0.821</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">7.847</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.85</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>&#x03b1;</bold>
</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">Digital Capabilities</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">24.383</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.775</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">

                                    <bold>&#x03b2;</bold>
</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="2" valign="top">
                                    <bold>0.000</bold>
</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">662.59</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">0.696</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">0.697</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">0.835</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5.336</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.599</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>&#x03b1;</bold>
</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">Digital Intelligence</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">25.741</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.819</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">

                                    <bold>&#x03b2;</bold>
</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="2" valign="top">
                                    <bold>0.000</bold>
</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">865.962</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">0.75</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">0.75</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">0.866</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.989</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.416</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>&#x03b1;</bold>
</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">Digital Workplace</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">29.427</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.892</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">

                                    <bold>&#x03b2;</bold>
</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>3.4.1 The first main hypothesis</p>
                <p>It is clear from 
                    <xref ref-type="table" rid="T13">
Table 13</xref> and 
                    <xref ref-type="fig" rid="f3">
Figure 3</xref> that the extracted (F) magnitude between the digital workplace and productive organizational energy was (865.962), which is greater than the tabular (F) magnitude of (3.94) at a significance level of (0.05). This result provides sufficient support for accepting the alternative hypothesis, which states that the digital workplace has a statistically significant impact on productive organizational energy. This indicates that the digital workplace has a strong significant impact on enhancing productive organizational energy, as it was able to explain (75%) of the changes occurring in productive organizational energy. In addition, the extracted (t) magnitude for the digital workplace variable was (29.427), which was greater than the tabular magnitude (1.984) at a significance level of (0.05), indicating the significance of (&#x03b2;) for the digital workplace variable. It is clear from the magnitude (&#x03b2; = 0.892) that an increase in the digital workplace by one unit leads to an increase in productive organizational energy by (89%), reflecting the strength of the direct impact and the high level of correlation between the two variables, This confirms that the digital work environment is one of the most prominent factors influencing the activation of productive organizational energies and improving institutional performance.</p>
                <fig fig-type="figure" id="f3" orientation="portrait" position="float">
                    <label>
Figure 3. </label>
                    <caption>
                        <title>Analysis of the impact of the digital workplace on productive organizational energy.</title>
                    </caption>
                    <graphic id="gr3" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191963/e99095a2-d0bb-497d-a3de-6e56c3fa1df2_figure3.gif"/>
                </fig>
                <p>3.4.2 Testing sub-hypotheses for digital workplace dimensions in productive organizational energy</p>
                <p>

                    <italic toggle="yes">3.4.2.1 First sub-hypothesis
</italic>
                </p>
                <p>
                    <xref ref-type="table" rid="T13">
Table 13</xref> and 
                    <xref ref-type="fig" rid="f4">
Figure 4</xref> demonstrate the extracted (F) magnitude between digital space and productive organizational energy, which recorded (422.364), greater than the tabular (F) magnitude of (3.94) at a significance level of (0.05). This result provides sufficient support for the alternative hypothesis that digital space has a statistically significant impact on productive organizational energy. This indicates that digital space has a clear and significant impact on activating productive organizational energy, as it was able to explain (59%) of the changes occurring in it. The extracted (t) magnitude for the digital space variable was also recorded (20.552), which was greater than the tabular magnitude (1.984) at a significance level of (0.05), indicating the significance of (&#x03b2;) for the digital space variable. It is clear from the magnitude (&#x03b2; = 0.651) that an increase in digital space by one unit leads to an increase in productive organizational energy by (65%), which reflects the importance of enhancing a shared digital work environment to improve enthusiasm and commitment levels within academic institutions.</p>
                <fig fig-type="figure" id="f4" orientation="portrait" position="float">
                    <label>
Figure 4. </label>
                    <caption>
                        <title>Analysis of the impact between the digital space dimension and productive organizational energy.</title>
                    </caption>
                    <graphic id="gr4" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191963/e99095a2-d0bb-497d-a3de-6e56c3fa1df2_figure4.gif"/>
                </fig>
                <p>

                    <italic toggle="yes">3.4.2.2 Second sub-hypothesis
</italic>
                </p>
                <p>
                    <xref ref-type="table" rid="T13">
Table 13</xref> and 
                    <xref ref-type="fig" rid="f5">
Figure 5</xref> demonstrate the extracted (F) magnitude between digital aesthetics and productive organizational energy, which was recorded (273.197), greater than the tabular (F) magnitude of (3.94) at a significance level of (0.05), indicating a statistically significant impact of digital aesthetics on productive organizational energy. The findings indicate that digital aesthetics explain (48%) of the changes occurring in productive organizational energy, reflecting its role in stimulating positive interaction among employees through attractive and user-friendly digital interfaces. The extracted (t) magnitude for the digital aesthetics variable was also recorded (16.529), which was greater than the tabular magnitude (1.984) at a significance level of (0.05), indicating the significance of (&#x03b2;). This demonstrates that the magnitude (&#x03b2; = 0.665) indicates that an increase in digital aesthetics by one unit leads to a 67% increase in productive organizational energy by (67%), which confirms the importance of designing digital systems in a way that enhances interaction and motivation among employees in academic institutions.</p>
                <fig fig-type="figure" id="f5" orientation="portrait" position="float">
                    <label>
Figure 5. </label>
                    <caption>
                        <title>Analysis of the impact between the digital aesthetics dimension and productive organizational energy.</title>
                    </caption>
                    <graphic id="gr5" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191963/e99095a2-d0bb-497d-a3de-6e56c3fa1df2_figure5.gif"/>
                </fig>
                <p>

                    <italic toggle="yes">3.4.2.3 Third sub-hypothesis
</italic>
                </p>
                <p>
                    <xref ref-type="table" rid="T13">
Table 13</xref> and 
                    <xref ref-type="fig" rid="f6">
Figure 6</xref> demonstrate the extracted (F) magnitude between digital capabilities and productive organizational energy, which recorded (594.552), greater than the tabular (F) magnitude of (3.94) at a significance level of (0.05), providing sufficient support to accept the alternative hypothesis stating a statistically significant impact of digital capabilities on productive organizational energy. It was observed that digital capabilities could explain (67%) of the changes occurring in productive organizational energy, indicating the role of employees&#x2019; technical capabilities in enhancing overall performance and achieving positive interaction within the organization. The extracted (t) magnitude for the digital capabilities&#x2019; variable was also recorded (24.383), which was greater than the tabular magnitude (1.984) at a significance level of (0.05), indicating the significance of (&#x03b2;). From the magnitude (&#x03b2; = 0.775), an increase in digital capabilities by one unit leads to an increase in productive organizational energy by (77%), which confirms that developing employees&#x2019; technical skills is a crucial factor in developing productive organizational energy and increasing work efficiency.</p>
                <fig fig-type="figure" id="f6" orientation="portrait" position="float">
                    <label>
Figure 6. </label>
                    <caption>
                        <title>Analysis of the impact between the dimension of digital capabilities and productive organizational energy.</title>
                    </caption>
                    <graphic id="gr6" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191963/e99095a2-d0bb-497d-a3de-6e56c3fa1df2_figure6.gif"/>
                </fig>
                <p>

                    <italic toggle="yes">3.4.2.4 Fourth sub-hypothesis
</italic>
                </p>
                <p>
                    <xref ref-type="table" rid="T13">
Table 13</xref> and 
                    <xref ref-type="fig" rid="f7">
Figure 7</xref> demonstrate the extracted (F) magnitude between digital intelligence and productive organizational energy, which was recorded (662.590), greater than the tabular (F) magnitude of (3.94) at a significance level of (0.05), which provides sufficient support for accepting the alternative hypothesis that digital intelligence has a statistically significant impact on productive organizational energy. The findings indicate that digital intelligence was able to explain 69% of the changes occurring in productive organizational energy, demonstrating its high capability to influence institutional performance levels through the effective utilization of smart technologies in analysis and decision-making. The extracted (t) magnitude for the digital intelligence variable was (25.741), which was greater than the table magnitude (1.984) at a significance level of (0.05), indicating the significance of (&#x03b2;). It is clear from the magnitude (&#x03b2; = 0.819) that an increase in digital intelligence by one unit leads to an 82% increase in productive organizational energy, which confirms that the employment of artificial intelligence and advanced digital analytics contributes to activating productive organizational energies and enhancing performance efficiency in academic institutions.</p>
                <fig fig-type="figure" id="f7" orientation="portrait" position="float">
                    <label>
Figure 7. </label>
                    <caption>
                        <title>Analysis of the impact of digital intelligence dimension on productive organizational energy.</title>
                    </caption>
                    <graphic id="gr7" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191963/e99095a2-d0bb-497d-a3de-6e56c3fa1df2_figure7.gif"/>
                </fig>
                <p>3.4.3 Second main hypothesis</p>
                <p>Findings of Impact Analysis for Digital Workplace Dimensions and Productive Organizational Energy 
                    <xref ref-type="table" rid="T14">
Table 14</xref> and 
                    <xref ref-type="fig" rid="f8">
Figure 8</xref> depict the detailed findings for impact analysis between Digital Workplace Dimensions and Productive Organizational Energy. The computed F magnitude (245.530) is higher than the table magnitude (2.46) at P = 0.05 level of significance. This means that the statistical model is statistically significant; further, the joint dimensions of the digital workplace help explain the variation in productive organizational energy. R-magnitude (0.880), which indicates a strong relationship between the variables used, and R
                    <sup>2</sup>-magnitude (0.775), which means that the dimensions of the digital workplace can explain (77.5%) of the differences in productive organizational energy. This is a reasonable proportion, indicating a high power to explain the model. The R
                    <sup>2</sup> Adj magnitude was (0.772) indicating a good fit of the model and validating it for the analysis. As for the t-test, 
                    <xref ref-type="table" rid="T8">
Table 8</xref> indicates that all hypotheses were higher than the table magnitude (1.984) at the level of significance (0.05), indicating a statistically significant impact of most digital workplace dimensions to explain the variation occurring in PWE, yet with different levels of impact strength. Digital space had a t-magnitude of (2.581) at (&#x03b2; = 0.118), and the significance level was obtained as (Sig = 0.010), which means digital space moderately contributes to increases in productive organizational energy by promoting collaboration among employees and, hence, transfers frequent communication among employees. Digital aesthetics attained (t = 2.354) at (&#x03b2; = 0.102), and the level of significance was (Sig = 0.019), which is significant yet weak, suggesting that the aesthetic features of digital systems add somewhat to inspiring productive organizational energies by enhancing user experience and functional interaction only regarding limited weight for obtaining knowledge gains from a system design to produce work process innovations. On the other hand, the influence of digital capabilities was highly significant with a t-magnitude of (5.320) at (&#x03b2; = 0.277), and Sig-level 0.000, which confirms that employees&#x2019; ownership of technical capabilities as well as digital competencies contributes significantly to elevating the level of productive organizational energy and improving performance effectiveness. The highest effective dimension among the 4-dimensions was digital intelligence, as it acquired a t-magnitude = (8.332) at (&#x03b2; = 0.414) and significance magnitude = (Sig = 0.000), which means that the dependency of the university on analytic systems and artificial intelligence in conducting operations and coordinating information is the most useful element in triggering productive organizational energy, and maximizing the institutional performance effect. On the other hand, the findings of the multicollinearity test of (Tolerance 0.260 &#x2013; 0.384 &gt; 0.10) and (VIF 2.605 &#x2212;3.852 &lt;10) indicate that no problem of multicollinearity exists among all independent dimensions and indicates that the model is applicable for statistical analysis. Thus, overall, it can be concluded that the aggregate dimensions of the digital workplace do work for the development of productive organizational energy, but in varying degrees, ranging from strong impact being made by digital intelligence to, less impact being made by digital capabilities and space while limited influence was exerted by aesthetics. These findings explain that university institutions investing in smart technologies and improving employees&#x2019; ICT skills achieve better performance efficiency, stimulate the work environment, and facilitate cooperation and integration among new digital systems (intelligent networks), thereby receiving higher levels of productive organizational energy.</p>
                <table-wrap id="T14" orientation="portrait" position="float">
                    <label>
Table 14. </label>
                    <caption>
                        <title>Impact analysis of digital workplace dimensions together on productive organizational energy.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Dimensions of the digital workplace</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
&#x03b1;</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
&#x03b2;</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
t</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Sig</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
R</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
R
                                    <sup>2</sup>
                                </th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
(R
                                    <sup>2</sup>) Adj</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
F</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Sig</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Tolerance</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
VIF</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Space</td>
                                <td align="left" colspan="1" rowspan="4" valign="top">0.341</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.118</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2.581</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.010</td>
                                <td align="left" colspan="1" rowspan="4" valign="top">0.880</td>
                                <td align="left" colspan="1" rowspan="4" valign="top">0.775</td>
                                <td align="left" colspan="1" rowspan="4" valign="top">0.772</td>
                                <td align="left" colspan="1" rowspan="4" valign="top">245.530</td>
                                <td align="left" colspan="1" rowspan="4" valign="top">0.000</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.269</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.712</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Beauty</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.102</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2.354</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.019</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.384</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2.605</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Capabilities</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.277</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5.320</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.260</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.852</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Intelligence</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.414</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">8.332</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.308</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.247</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <fig fig-type="figure" id="f8" orientation="portrait" position="float">
                    <label>
Figure 8. </label>
                    <caption>
                        <title>Impact analysis of digital workplace dimensions together on productive organizational energy.</title>
                    </caption>
                    <graphic id="gr8" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191963/e99095a2-d0bb-497d-a3de-6e56c3fa1df2_figure8.gif"/>
                </fig>
            </sec>
            <sec id="sec13">
                <title>3.5 Heterotrait&#x2013;Monotrait Ratio (HTMT) test &#x2013; Digital workplace matrix</title>
                <p>The Heterotrait&#x2013;Monotrait ratio (HTMT) matrix showing the inter-trait correlation is provided in 
                    <xref ref-type="table" rid="T15">
Table 15</xref> for construct the digital workplace. The results demonstrate that all &#x2002;HTMT values are less than the acceptable cut-off point (0.90), as suggested by (
                    <xref ref-type="bibr" rid="ref12">Henseler et al., 2015</xref>), which &#x2002;provides evidence of discriminant validity between the four dimensions of the digital workplace model. The coefficients are indicative&#x2002;of moderate relationships among dimensions, allowing for both conceptual and empirical separateness, but preserving logical unity within the construct. The HTMT analysis confirms that the digital workplace has good structural distinctiveness among its dimensions, which increases its conceptual robustness and justifies proceeding with SEM_&#x2002;of the main study variables.</p>
                <table-wrap id="T15" orientation="portrait" position="float">
                    <label>
Table 15. </label>
                    <caption>
                        <title>HTMT test &#x2013; Digital workplace.</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">DA</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">DC</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">DI</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
DS</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>DA</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>DC</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.812</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>DI</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.748</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.826</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>DS</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.735</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.785</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.711</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec id="sec14">
                <title>3.6 Heterotrait&#x2013;Monotrait Ratio (HTMT) test &#x2013; Organizational energy matrix</title>
                <p>
                    <xref ref-type="table" rid="T16">
Table 16</xref> presents the HTMT matrix of the dimensions of the organizational&#x2002;energy construct. This test serves&#x2002;the purpose of testing the discriminant validity between dimensions to ensure conceptual and empirical independence. The findings reveal that all HTMT values are smaller than the predefined 0.90 criterion (
                    <xref ref-type="bibr" rid="ref12">Henseler et al., 2015</xref>), which suggests that the relationships between dimensions are moderate and acceptable, thereby demonstrating a high level of distinctiveness among these dimensions. These results confirm the theoretical coherence and structural validity of the model, demonstrating that, although the three dimensions&#x2002;are interrelated, they are statistically and conceptually different. The two models together provide a unified and linked partition&#x2002;of organizational energy within the context of university-related
 work.</p>
                <table-wrap id="T16" orientation="portrait" position="float">
                    <label>
Table 16. </label>
                    <caption>
                        <title>HTMT test &#x2013; Organizational energy.</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">DA</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">DC</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">DI</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
DS</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DA</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DC</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.812</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DI</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.748</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.826</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">DS</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.725</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.815</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.831</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x2014;</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
        </sec>
        <sec id="sec15" sec-type="conclusions">
            <title>4. Conclusions</title>
            <p>The&#x2002;research offers strong empirical insight on the strategic significance of the digital workplace for productive organizational energy in higher education institutions, using the analytical case of University of Fallujah. The studies elucidated that the digital workplace&#x2002;of the university is located at an average-good level of development, indicating a growing tendency within the institution for digital transformation to increase performance and operational efficiency. In terms of dimensions, digital intelligence stands out as the leading advanced and influential factor, which means that knowledge about artificial intelligence applications and digital analytics to improve&#x2002;decision-making, productivity, and institutional outcomes is increasing. Digital literacies and digital aesthetics were at moderate levels, which&#x2002;confirms that there are satisfactory computing competencies of employees to work in organizations today while training plans accompanied by user friendly interfaces are still necessary for leveraging performance. Digital utilization level&#x2002;scored medium, suggesting that digital collaboration between different departments is still insufficient, and large channel-based workflow integration and interaction are required.</p>
            <p>From an inferential standpoint, the regression analysis revealed a&#x2002;strong and significant influence of the digital workplace on productive organizational energy (&#x03b2; = 0.892, R
                <sup>2</sup> = 0.75, F = 865.962, p &lt; 0.001), indicating that progression in the digital milieu significantly contributes to employees&#x2019; zeal, motivation, and engagement with the organization. Among the four dimensions of the digital workplace, digital intelligence had the maximum impact (&#x03b2; = 0.819, R
                <sup>2</sup> = 0.69), followed by digital capabilities (&#x03b2; = 0.775, R
                <sup>2</sup> = 0.67),&#x2002;digital space (&#x03b2; = 0.651, R
                <sup>2</sup> = 0.59), and digital aesthetics (&#x03b2; = 0.665, R
                <sup>2</sup> = 0.48). These results suggest that&#x2002;the digital workplace is not a location from which administrative tasks are supported; it is a place where emotional, cognitive, and behavioral forces converge to generate productive organizational energy. Additionally, the regression model exhibited high explanatory power and internal consistency, with no multicollinearity effect,&#x2002;confirming the robustness and reliability of the proposed theoretical framework.</p>
        </sec>
        <sec id="sec16">
            <title>5. Recommendations</title>
            <p>

                <list list-type="order">
                    <list-item>
                        <label>1.</label>
                        <p>It is necessary to enhance digital intelligence in the university work environment by investing in smart technologies and employing them in planning and decision-making.</p>
                    </list-item>
                    <list-item>
                        <label>2.</label>
                        <p>Developing the digital capabilities of employees through continuous training and technical support to develop their skills in dealing with digital tools and platforms.</p>
                    </list-item>
                    <list-item>
                        <label>3.</label>
                        <p>Improving the digital space environment by expanding the use of collaborative digital platforms and integrating administrative and academic units.</p>
                    </list-item>
                    <list-item>
                        <label>4.</label>
                        <p>Attention should be paid to digital aesthetics by designing interactive and attractive digital interfaces that contribute to increasing job satisfaction and motivate employees to interact with electronic systems.</p>
                    </list-item>
                    <list-item>
                        <label>5.</label>
                        <p>Implementing a holistic digital workplace model, considered through the four dimensions of the digital workspace with a single institutional vision to drive organizational performance and create an inspiring and efficient&#x2002;working environment.</p>
                    </list-item>
                    <list-item>
                        <label>6.</label>
                        <p>The relative cultural context of Iraq, which is&#x2002;characterized by a hierarchical structure and collectiveness, moderates the effect of the digital workplace on organizational energy. Encouraging leadership&#x2002;cultivation, digital trust, and culturally embedded partnerships can foster employees emotional and cognitive engagement.</p>
                    </list-item>
                    <list-item>
                        <label>7.</label>
                        <p>In data-poor environments, the use of open-source AI toolkits in combination with regional digital training and&#x2002;incremental capacity building facilitates optimal digital intelligence and sustainable institutional performance.</p>
                    </list-item>
                </list>
            </p>
            <sec id="sec17">
                <title>Ethical considerations</title>
                <p>This study involved human participants and was conducted in accordance with accepted ethical research standards and the principles outlined in the Declaration of Helsinki. Ethical approval was obtained from the Scientific Research Ethics Committee, University of Fallujah, Iraq (Approval No. HOF.HUM.2025.001). Written informed consent was obtained from all participants prior to their participation. All participants were informed about the purpose of the study, the voluntary nature of their participation, their right to withdraw at any time without consequences, and the confidentiality of their data.</p>
            </sec>
        </sec>
        <sec id="sec18">
            <title>Informed consent</title>
            <p>Written informed consent was obtained from all individual participants prior to their participation in the study. All participants were informed about the purpose of the research, their right to withdraw at any time, and the confidentiality of their data.</p>
        </sec>
    </body>
    <back>
        <sec id="sec21" sec-type="data-availability">
            <title>Data availability</title>
            <p>The data supporting the findings of this study are openly available in Zenodo at: 
                <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5281/zenodo.18290375">https://doi.org/10.5281/zenodo.18290375</ext-link>, 
                <xref ref-type="bibr" rid="ref19">Laith Emad, A., &amp; Lateef Khalaf, Y. (2026)</xref>. The Role of the Digital Workplace in Enhancing Productive Organizational Energy: An Analytical Study at the University of Fallujah. Zenodo.</p>
            <p>The 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>
            <sec id="sec22">
                <title>Reporting guidelines</title>
                <p>This study is observational survey-based research and follows the STROBE reporting guidelines. No CONSORT or ARRIVE checklists are required as the study does not involve clinical trials or animal experiments.</p>
            </sec>
        </sec>
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    <sub-article article-type="reviewer-report" id="report463594">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.191963.r463594</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Kwilinski</surname>
                        <given-names>Aleksy</given-names>
                    </name>
                    <xref ref-type="aff" rid="r463594a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0001-6318-4001</uri>
                </contrib>
                <contrib contrib-type="author">
                    <name>
                        <surname>Kardas</surname>
                        <given-names>Maciej</given-names>
                    </name>
                    <xref ref-type="aff" rid="r463594a1">1</xref>
                    <role>Co-referee</role>
                </contrib>
                <aff id="r463594a1">
                    <label>1</label>The London Academy of Science and Business, London, UK</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>14</day>
                <month>3</month>
                <year>2026</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Kwilinski A and Kardas M</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="relatedArticleReport463594" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.174088.1"/>
            <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>The manuscript investigates the relationship between the digital workplace and productive organizational energy in a higher education context. The authors examine four dimensions of the digital workplace - digital space, digital aesthetics, digital capabilities, and digital intelligence -and analyse their relationship with three components of productive organizational energy: emotional, cognitive, and behavioral energy.</p>
            <p> </p>
            <p> The study is based on survey data collected from 290 respondents affiliated with the University of Fallujah. The authors apply statistical analysis using SPSS and SmartPLS, including reliability analysis, confirmatory factor analysis, and regression analysis. The results indicate a positive relationship between digital workplace dimensions and productive organizational energy.</p>
            <p> The topic is relevant, particularly in the context of digital transformation and organizational performance.</p>
            <p> </p>
            <p> 
                <bold>Clarity of presentation and use of literature</bold> 
                <list list-type="bullet">
                    <list-item>
                        <p>The manuscript is generally clearly structured and the authors cite relevant literature related to digital workplace transformation and organizational energy. However, the literature review is largely descriptive and could be strengthened by more clearly explaining how previous studies support the proposed research model and hypotheses.</p>
                    </list-item>
                    <list-item>
                        <p>To improve this section, the authors could further develop the theoretical discussion linking digital workplace dimensions with productive organizational energy.</p>
                    </list-item>
                </list> 
                <bold>Study design and technical soundness</bold> 
                <list list-type="bullet">
                    <list-item>
                        <p>The overall research design using survey data and statistical analysis is appropriate for the research question. Techniques such as reliability analysis and confirmatory factor analysis are suitable for evaluating the proposed constructs. However, the study is based on data collected from a single institution. The authors should acknowledge this limitation more clearly and discuss how it may affect the generalizability of the findings.</p>
                    </list-item>
                </list> 
                <bold>Methods and reproducibility</bold> 
                <list list-type="bullet">
                    <list-item>
                        <p>The manuscript presents the main statistical procedures used in the analysis and reports reliability indicators for the constructs. However, providing additional details about the survey instrument would improve transparency. Including the questionnaire items or measurement scales as supplementary material would make it easier for other researchers to replicate the study.</p>
                    </list-item>
                </list> 
                <bold>Statistical analysis and interpretation</bold> 
                <list list-type="bullet">
                    <list-item>
                        <p>The statistical methods used in the paper appear appropriate for the proposed research model. The authors report reliability measures and regression results that support the main findings. However, the interpretation of the results should remain cautious. Since the study relies on cross-sectional survey data, the discussion should focus on associations between variables rather than implying strong causal relationships.</p>
                    </list-item>
                </list>
            </p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Partly</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>Partly</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>Partly</p>
            <p>Reviewer Expertise:</p>
            <p>Management science and quality management</p>
            <p>We confirm that we have read this submission and believe that we have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however we have significant reservations, as outlined above.</p>
        </body>
        <sub-article article-type="response" id="comment15744-463594">
            <front-stub>
                <contrib-group>
                    <contrib contrib-type="author">
                        <name>
                            <surname>alhashimi</surname>
                            <given-names>amna</given-names>
                        </name>
                        <aff>public administration, university of fallujah, iraq, baghdad, Iraq</aff>
                    </contrib>
                </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>20</day>
                    <month>3</month>
                    <year>2026</year>
                </pub-date>
            </front-stub>
            <body>
                <p>The authors would like to thank the editor and the reviewers for their time and effort. &#x00a0;We would also like to thank the editor for considering resubmitting our manuscript and giving us the opportunity to address the reviewers&#x2019; comments. The authors would like to thank the reviewer for the detailed and constructive comments on improving our manuscript. Their insightful feedback has significantly improved the paper. We would like to highlight that we have undertaken a comprehensive set of modifications and refinements in the revised version of our manuscript. These revisions have been carefully addressed to ensure that our study fully aligns with the required standards and expectations. The manuscript has been revised based on the reviewer comments, and the suggested amendments, together with our responses, are detailed in the following paragraphs. Specifically, in the following paragraphs, we provide our responses to the issues raised by the reviewers.</p>
                <p> </p>
                <p> 1. The study is based on survey data collected from 290 respondents affiliated with the University of Fallujah. The authors apply statistical analysis using SPSS and SmartPLS, including reliability analysis, confirmatory factor analysis, and regression analysis. The results indicate a positive relationship between digital workplace dimensions and productive organizational energy.</p>
                <p> 
                    <bold>Response:&#x00a0;</bold>&#x00a0;Thank you very much for providing us with the feedback on the original version of the paper. We sincerely thank the reviewer for the valuable feedback and thoughtful suggestions. The authors would like to thank you very much for reading our manuscript and provide the valuable feedback.</p>
                <p> </p>
                <p> 2. Clearly The manuscript investigates the relationship between the digital workplace and productive organizational energy in a higher education context. The authors examine four dimensions of the digital workplace - digital space, digital aesthetics, digital capabilities, and digital intelligence -and analyse their relationship with three components of productive organizational energy: emotional, cognitive, and behavioural energy.</p>
                <p> 
                    <bold>Response: </bold>The authors would like to thank you very much for reading our manuscript and providing the valuable feedback. We thank the reviewer for the great feedback and are grateful for the reviewer's comments that increased the quality and readability of the manuscript. Your insightful comments and constructive feedback have been invaluable in enhancing the quality and clarity of our work.</p>
                <p> </p>
                <p> 3. The topic is relevant, particularly in the context of digital transformation and organizational performance.</p>
                <p> 
                    <bold>Response:</bold> The authors would like to thank you very much for reading our manuscript and providing the valuable feedback. We thank the reviewer for the great feedback and are grateful for the reviewer's comments that increased the quality and readability of the manuscript. Your insightful comments and constructive feedback have been invaluable in enhancing the quality and clarity of our work. &#x00a0;</p>
                <p> </p>
                <p> 4. The manuscript is generally clearly structured and the authors cite relevant literature related to digital workplace transformation and organizational energy. However, the literature review is largely descriptive and could be strengthened by more clearly explaining how previous studies support the proposed research model and hypotheses. To improve this section, the authors could further develop the theoretical discussion linking digital workplace dimensions with productive organizational energy.</p>
                <p> 
                    <bold>Response:</bold> The author would like to thank the reviewer for this insightful and constructive observation. We would like to pointed out that the literature review required strengthening to more explicitly establish the theoretical linkages between the digital workplace dimensions and productive organizational energy, and to more clearly justify the proposed research model and its hypotheses. Based on the reviewer comment, we have provided a more theoretical discussion and explanation in the Introduction section to accommodate the reviewer comments. Again, we would like to thank the reviewer for the feedback.</p>
                <p> </p>
                <p> 5. Study design and technical soundness. The overall research design using survey data and statistical analysis is appropriate for the research question. Techniques such as reliability analysis and confirmatory factor analysis are suitable for evaluating the proposed constructs. However, the study is based on data collected from a single institution. The authors should acknowledge this limitation more clearly and discuss how it may affect the generalizability of the findings.</p>
                <p> 
                    <bold>Response:</bold> We sincerely thank the reviewer for this important observation. We fully agree that the single-institution nature of the data collection represents a significant scope boundary that requires more explicit acknowledgement and deeper discussion in terms of its specific implications for the generalizability of the findings. While we had briefly acknowledged this point in the Limitations section, we recognize that the reviewer rightly calls for a more thorough and nuanced discussion of how this methodological characteristic may affect the external validity and transferability of the study's conclusions. Accordingly, we have substantially expanded this discussion both within the Limitations section and within the Conclusions section.</p>
                <p> </p>
                <p> 6. Methods and reproducibility. The manuscript presents the main statistical procedures used in the analysis and report's reliability indicators for the constructs. However, providing additional details about the survey instrument would improve transparency. Including the questionnaire items or measurement scales as supplementary material would make it easier for other researchers to replicate the study.</p>
                <p> 
                    <bold>Response:</bold> The authors would like to thank you very much for reading our manuscript and provide the valuable feedback. We really appreciate your time and effort in reading our manuscript. Your thoughtful insights and encouraging remarks have played a key role in improving both the clarity and quality of our work. Accordingly, we have provided the questionnaire in the manuscript. The instrument comprises two main variables: the digital workplace variable, measured through 18 items distributed across four dimensions &#x2014; digital space (DS1&#x2013;DS5), digital aesthetics (DA1&#x2013;DA4), digital capabilities (DC1&#x2013;DC4), and digital intelligence (DI1&#x2013;DI5) &#x2014; and the productive organizational energy variable, measured through 17 items distributed across three dimensions &#x2014; behavioural energy (BE1&#x2013;BE5), cognitive energy (CE1&#x2013;CE6), and emotional energy (EE1&#x2013;EE6). All items were rated on a five-point Likert scale. The factor loadings for all questionnaire items are already reported in Tables 10 and 12 of the manuscript, confirming that all items exceeded the minimum acceptable factor loading threshold of 0.50, with values ranging between 0.685 and 0.872 for the digital workplace variable and between 0.658 and 0.924 for the productive organizational energy variable. We sincerely thank the reviewer for this constructive suggestion regarding transparency and replicability. We fully agree that providing additional details about the survey instrument enhances the transparency of the research process and facilitates replication by future researchers.</p>
                <p> </p>
                <p> 7. Statistical analysis and interpretation. The statistical methods used in the paper appear appropriate for the proposed research model. The authors report reliability measures and regression results that support the main findings. However, the interpretation of the results should remain cautious. Since the study relies on cross-sectional survey data, the discussion should focus on associations between variables rather than implying strong causal relationships.</p>
                <p> 
                    <bold>Response:</bold> The authors would like to thank you very much for reading our manuscript and provide the valuable feedback. We really appreciate your time and effort in reading our manuscript. Your thoughtful insights and encouraging remarks have played a key role in improving both the clarity and quality of our work. We are especially thankful for your constructive feedback, which has greatly contributed to strengthening the overall presentation and depth of our study. We have carefully revised the manuscript to ensure that the interpretation of the results remains cautious. Specifically, causal language has been replaced with association-based expressions where appropriate. In addition, a clarification has been added in the discussion section to the revised version of the paper to emphasize that the findings are based on cross-sectional data and therefore indicate associations rather than causal relationships. Please see the red text in the revised version of the paper.</p>
                <p> </p>
                <p> Once again, we sincerely appreciate your valuable insights, which have significantly improved the quality of our research. We are confident that the revised manuscript now fully meets the required standards. Thank you for your constructive feedback and for your essential role in the review process.</p>
            </body>
        </sub-article>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report458737">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.191963.r458737</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Farias-Gaytan</surname>
                        <given-names>Silvia</given-names>
                    </name>
                    <xref ref-type="aff" rid="r458737a1">1</xref>
                    <role>Referee</role>
                </contrib>
                <aff id="r458737a1">
                    <label>1</label>Tecnologico de Monterrey, Monterrey, Mexico</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>11</day>
                <month>3</month>
                <year>2026</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Farias-Gaytan S</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="relatedArticleReport458737" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.174088.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>The title expresses the aim of the manuscript and includes keywords from its main constructs.</p>
            <p> </p>
            <p> The Abstract is structured with the aim, methods, results and conclusions of the research presenting the necessary information.</p>
            <p> </p>
            <p> The Introduction includes recent and relevant literature about the constructs and context of the research and identifies the gap of how digital transformation impacts employees&#x2019; emotional, cognitive, and behavioral engagement. The hypotheses analyzed in the Results and discussion section can be mentioned in the Introduction to improve structure and coherence throughout the paper.</p>
            <p> </p>
            <p> The research methodology&#x00a0;can be strengthened by including references to support the analytical method chosen. The Methods section is missing information on the instrument used to gather information from the participants. It doesn&#x2019;t indicate if the instrument is original or taken from another research.</p>
            <p> </p>
            <p> The Results and discussion&#x00a0;section describe the statistical analysis for each variable and includes references to previous research to support the analysis.</p>
            <p> </p>
            <p> The Conclusions identify the contribution provided by the analysis and its relevance to organizations; however, there is no Limitations which is important to include so that it serves other researchers interested in replicating the study.</p>
            <p> </p>
            <p> The Recommendations section although it consists of 7 statements, could be useful to identify some categories to group them and help highlight the stakeholders.</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>I cannot comment. A qualified statistician is required.</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>Yes</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Partly</p>
            <p>Reviewer Expertise:</p>
            <p>educational innovation, digital education, digital transformation in education, learning spaces</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.</p>
        </body>
        <sub-article article-type="response" id="comment15734-458737">
            <front-stub>
                <contrib-group>
                    <contrib contrib-type="author">
                        <name>
                            <surname>alhashimi</surname>
                            <given-names>amna</given-names>
                        </name>
                        <aff>public administration, university of fallujah, iraq, baghdad, Iraq</aff>
                    </contrib>
                </contrib-group>
                <author-notes>
                    <fn fn-type="conflict">
                        <p>
                            <bold>Competing interests: </bold>the authors confirm that there are no conflicts of interest that might affect the subject of the study and its results.</p>
                    </fn>
                </author-notes>
                <pub-date pub-type="epub">
                    <day>20</day>
                    <month>3</month>
                    <year>2026</year>
                </pub-date>
            </front-stub>
            <body>
                <p>
                    <bold>The Role of the Digital Workplace in Enhancing Productive Organizational Energy: An Analytical Study at the University of Fallujah</bold>
                </p>
                <p> 
                    <bold>Revision</bold>
                </p>
                <p> </p>
                <p> </p>
                <p> 
                    <bold>All additions and changes to the original manuscript are highlighted in new revision.</bold>
                </p>
                <p> </p>
                <p> </p>
                <p> 
                    <bold>Original Article Title: </bold>The Role of the Digital Workplace in Enhancing Productive Organizational Energy: An Analytical Study at the University of Fallujah</p>
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                <p> The authors would like to thank the editor and the reviewers for their time and effort. &#x00a0;We would also like to thank the editor for considering resubmitting our manuscript and giving us the opportunity to address the reviewers&#x2019; comments. The authors would like to thank the reviewer for the detailed and constructive comments on improving our manuscript. Their insightful feedback has significantly improved the paper. We would like to highlight that we have undertaken a comprehensive set of modifications and refinements in the revised version of our manuscript. These revisions have been carefully addressed to ensure that our study fully aligns with the required standards and expectations. The manuscript has been revised based on the reviewer comments, and the suggested amendments, together with our responses, are detailed in the following paragraphs. Specifically, in the following paragraphs, we provide our responses to the issues raised by the reviewers.</p>
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                    <bold>Response to Reviewers</bold>
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                    <bold>Reviewer#1 Comments</bold>
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                            <p>The title expresses the aim of the manuscript and includes keywords from its main constructs.</p>
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                    <bold>Response:</bold> We would like to thank you very much for reading our manuscript and provide the valuable feedback. We would also like to thank you for the positive feedback. The authors would also like to thank the reviewer for the great feedback and are grateful for the reviewer's comments that increased the quality of the manuscript. Your insightful comments and constructive feedback have been invaluable in enhancing the quality and clarity of our work.</p>
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                <p> 2. The Abstract is structured with the aim, methods, results and conclusions of the research presenting the necessary information.</p>
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                    <bold>Response:</bold> The authors would like to thank the reviewer very much for reading our manuscript and provide the positive feedback. The authors would also like to thank the reviewer for the great reviewer's comments that increased the quality of the manuscript. Your insightful comments and constructive feedback have been invaluable in enhancing the quality and clarity of our work.</p>
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                <p> 3. The Introduction includes recent and relevant literature about the constructs and context of the research and identifies the gap of how digital transformation impacts employees&#x2019; emotional, cognitive, and behavioral engagement. The hypotheses analyzed in the Results and discussion section can be mentioned in the Introduction to improve structure and coherence throughout the paper.</p>
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                    <bold>Response:</bold> We would like to thank the reviewer for the great feedback and are grateful for the reviewer's comments that increased the quality of the manuscript. Your insightful comments and constructive feedback have been invaluable in enhancing the quality and clarity of our work. We have addressed this issue in the revised version of the paper. In response to this comment, we have added a discussion highlighting the hypotheses analyzed in the Introduction to improve structure and coherence throughout the paper.</p>
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                <p> 4. The research methodology can be strengthened by including references to support the analytical method chosen. The Methods section is missing information on the instrument used to gather information from the participants. It doesn&#x2019;t indicate if the instrument is original or taken from another research.</p>
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                    <bold>Response:</bold> We would like to thank the reviewer for the great feedback and are grateful for the reviewer's comments that increased the quality of the manuscript. Your insightful comments and constructive feedback have been invaluable in enhancing the quality and clarity of our work. &#x00a0;In response to this comment, we have addressed this issue in the revised version of the paper. &#x00a0;</p>
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                <p> 5. The Results and discussion section describe the statistical analysis for each variable and includes references to previous research to support the analysis.</p>
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                    <bold>Response:</bold> We would like to thank the reviewer for the great feedback and are grateful for the reviewer's comments that increased the quality of the manuscript. Your insightful comments and constructive feedback have been invaluable in enhancing the quality and clarity of our work. We have addressed this issue in the revised version of the paper. In response to this comment regarding the Results and Discussion section. We are pleased in the revised version of the paper that the statistical analysis and its alignment with previous research literature were found to be adequate and well-supported throughout the paper.</p>
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                <p> 6. The Conclusions identify the contribution provided by the analysis and its relevance to organizations; however, there is no Limitations which is important to include so that it serves other researchers interested in replicating the study</p>
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                    <bold>Response: </bold>The authors would like to thank you very much for reading our manuscript and providing the valuable feedback. We are grateful for your meticulous assessment and for providing recommendations that have significantly contributed to refining our study.
                    <bold> </bold>In response, we have considered the reviewer comment and improve the paper accordingly by adding the limitations to the revised version of the paper.</p>
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                <p> 7. The Recommendations section although it consists of 7 statements, could be useful to identify some categories to group them and help highlight the stakeholders.</p>
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                    <bold>Response:</bold> We would like to thank you very much for reading our manuscript and provide the valuable feedback. We would also like to thank you for the positive feedback. The authors would also like to thank the reviewer for the great feedback and are grateful for the reviewer's comments that increased the quality of the manuscript. Your insightful comments and constructive feedback have been invaluable in enhancing the quality and clarity of our work. We have addressed this issue in the revised version of the paper</p>
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                <p> Once again, we sincerely appreciate your valuable insights, which have significantly improved the quality of our research. We are confident that the revised manuscript now fully meets the required standards. Thank you for your constructive feedback and for your essential role in the review process.</p>
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