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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">psych</journal-id>
      <journal-title-group>
        <journal-title>Psychology</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2152-7199</issn>
      <issn pub-type="ppub">2152-7180</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/psych.2026.174025</article-id>
      <article-id pub-id-type="publisher-id">psych-150979</article-id>
      <article-categories>
        <subj-group>
          <subject>Article</subject>
        </subj-group>
        <subj-group>
          <subject>Social Sciences</subject>
          <subject>Humanities</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Measuring Connection at Work: Development and Validation of the Organisational Connection Measure</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0002-6189-9246</contrib-id>
          <name name-style="western">
            <surname>Cuppello</surname>
            <given-names>Stephen</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0009-0006-7723-4798</contrib-id>
          <name name-style="western">
            <surname>Tatlow</surname>
            <given-names>Mollie</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0003-0761-6185</contrib-id>
          <name name-style="western">
            <surname>Semmelink</surname>
            <given-names>David S.</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0009-0002-4845-4493</contrib-id>
          <name name-style="western">
            <surname>Kalar</surname>
            <given-names>Jasmin</given-names>
          </name>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0009-0007-2413-618X</contrib-id>
          <name name-style="western">
            <surname>Mhlanga</surname>
            <given-names>Njabulo</given-names>
          </name>
          <xref ref-type="aff" rid="aff5">5</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0003-0029-7863</contrib-id>
          <name name-style="western">
            <surname>Plessis</surname>
            <given-names>Elcke du</given-names>
          </name>
          <xref ref-type="aff" rid="aff5">5</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0002-1576-7584</contrib-id>
          <name name-style="western">
            <surname>Victor</surname>
            <given-names>Janine</given-names>
          </name>
          <xref ref-type="aff" rid="aff5">5</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> Department of Psychology, City University of London, and Thomas, Marlow, UK </aff>
      <aff id="aff2"><label>2</label> Department of Psychology, Loughborough University, and Thomas, Marlow, UK </aff>
      <aff id="aff3"><label>3</label> Department of Psychology, University of Pretoria, and Thomas, Pretoria, South Africa </aff>
      <aff id="aff4"><label>4</label> Thomas, Marlow, UK </aff>
      <aff id="aff5"><label>5</label> Thomas, Pretoria, South Africa </aff>
      <author-notes>
        <fn fn-type="conflict" id="fn-conflict">
          <p>The authors declare no conflicts of interest regarding the publication of this paper.</p>
        </fn>
      </author-notes>
      <pub-date pub-type="epub">
        <day>01</day>
        <month>04</month>
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>04</month>
        <year>2026</year>
      </pub-date>
      <volume>17</volume>
      <issue>04</issue>
      <fpage>452</fpage>
      <lpage>476</lpage>
      <history>
        <date date-type="received">
          <day>23</day>
          <month>02</month>
          <year>2026</year>
        </date>
        <date date-type="accepted">
          <day>24</day>
          <month>04</month>
          <year>2026</year>
        </date>
        <date date-type="published">
          <day>27</day>
          <month>04</month>
          <year>2026</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© 2026 by the authors and Scientific Research Publishing Inc.</copyright-statement>
        <copyright-year>2026</copyright-year>
        <license license-type="open-access">
          <license-p> This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link> ). </license-p>
        </license>
      </permissions>
      <self-uri content-type="doi" xlink:href="https://doi.org/10.4236/psych.2026.174025">https://doi.org/10.4236/psych.2026.174025</self-uri>
      <abstract>
        <p>Current models of employee perceptions, such as engagement, overlook crucial elements of how employees evaluate the social aspects of their work, which limits their utility for organisations aiming to make positive changes. This paper aims to address this gap by proposing a new model of employee connection, pertaining to an individual’s perceptions of their connection to their role, their organisation, and the people around them at work. The development of the 36-item Organisational Connection Measure (OCM) was undertaken across three studies, with this paper presenting the final validation study in detail. Results support a general factor structure, suggesting that connection can be understood as a coherent, overarching construct. Additional evidence supports the utility of six distinct sub-factors which show differential relationships with key workplace outcomes. The measure demonstrated strong associations with important self-report outcomes, including lower intention to quit, higher task and contextual performance, and lower reported counterproductive work behaviours. While the sub-factors were highly intercorrelated, their distinct predictive validity highlights their potential value for targeted organisational interventions. This work offers a promising new tool for understanding and enhancing employee connection in organisational contexts.</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>Employee Connection</kwd>
        <kwd>Employee Perceptions</kwd>
        <kwd>Organisational Connection Measure</kwd>
        <kwd>Scale Validation</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>Research has long supported the relationship between employee perceptions and business outcomes such as employee performance ([<xref ref-type="bibr" rid="B20">20</xref>]; [<xref ref-type="bibr" rid="B32">32</xref>]; [<xref ref-type="bibr" rid="B52">52</xref>]). Indeed, organisations are increasingly reliant on surveying staff to identify ways to improve employee experience and so increase productivity and decrease attrition ([<xref ref-type="bibr" rid="B112">112</xref>]). However, current models of employee perceptions may lack breadth and overlook crucial elements of modern work that drive employee behaviour.</p>
      <p>Employee engagement has a long-established relationship with individual performance ([<xref ref-type="bibr" rid="B20">20</xref>]). Measured through well-regarded and extensively validated measures such as the Utrecht Work Engagement Scale (UWES; [<xref ref-type="bibr" rid="B91">91</xref>]), engagement is typically concerned with aspects such as individuals’ energy, involvement, and dedication to their specific role. A recent meta-analysis found engagement to be correlated with factors such as turnover intention, performance, and wellbeing ([<xref ref-type="bibr" rid="B69">69</xref>]). However, engagement does not capture employees’ perceptions of their social relationships at work. Thriving is another construct that has been applied to work ([<xref ref-type="bibr" rid="B82">82</xref>]) and found to be related to important organisational outcomes such as task performance (TP; see [<xref ref-type="bibr" rid="B54">54</xref>]). Thriving does cover social aspects of work, such as feeling valued, supported, and heard by coworkers ([<xref ref-type="bibr" rid="B78">78</xref>]); however, these insights merely provide an understanding of the <italic>satisfaction</italic> of an individual with their perceptions of how others behave around them, while not capturing the extent to which an individual feels <italic>part of</italic> and <italic>connected to</italic> a collective at work. Satisfaction with one’s relationship with coworkers and the broader psychosocial work environment has been found to be related to work performance ([<xref ref-type="bibr" rid="B95">95</xref>]), counterproductive work behaviour (CWB; [<xref ref-type="bibr" rid="B2">2</xref>]), and manager derailment ([<xref ref-type="bibr" rid="B28">28</xref>]). In overlooking these aspects of employees’ social experiences at work, existing employee experience models lack insights into perceptions that are arguably very important to them. As a result, organisations developing interventions based on insights from existing models may be overlooking features of work that could potentially represent the greatest potential for positive change.</p>
      <p>This paper makes the case for a novel model and measure of employee perceptions, the Organisational Connection Measure (OCM), developed to be highly predictive of factors relevant for organisational success, by first outlining its broad theoretical foundations and rationale before documenting the approach to model and measure development and, finally, presenting initial validation research.</p>
      <p><bold>Connection</bold></p>
      <p>Research across psychology and organisational science consistently positions connection as a fundamental human need for belonging and relatedness ([<xref ref-type="bibr" rid="B66">66</xref>]; [<xref ref-type="bibr" rid="B105">105</xref>]) which fosters experiences of affiliation, acceptance, and meaningful social ties that support wellbeing and behaviour ([<xref ref-type="bibr" rid="B5">5</xref>]; [<xref ref-type="bibr" rid="B8">8</xref>]; [<xref ref-type="bibr" rid="B87">87</xref>]). Prior work characterises social connectedness as a subjective sense of being part of significant, supportive relationships and of having social ties that feel salient in daily life ([<xref ref-type="bibr" rid="B5">5</xref>]; [<xref ref-type="bibr" rid="B105">105</xref>]). More broadly, connectedness has been described as the extent to which people experience their relationships and environments as personally meaningful and important, highlighting the appraised significance of social bonds rather than their mere presence ([<xref ref-type="bibr" rid="B5">5</xref>]; [<xref ref-type="bibr" rid="B93">93</xref>]).</p>
      <p>Building on this foundation, [<xref ref-type="bibr" rid="B39">39</xref>] proposed that social connection encompasses multiple dimensions, including the structure of a person’s social network, the functions relationships serve, and the emotional quality of those interactions. These aspects capture not only the presence of social ties, but also the perceived availability of support and the positive or negative nature of interpersonal exchanges; all of which have been shown to contribute to positive health and behavioural outcomes.</p>
      <p>In the present work, <italic>workplace</italic><italic>connection</italic> is understood as individuals’ perceptions of their connection to their role, their organisation, and the people around them at work. It reflects how supported and included a person feels in their work environment. Importantly, connection is viewed as measurable and malleable: Once understood, it can be strengthened through intentional behaviours and supportive organisational practices ([<xref ref-type="bibr" rid="B40">40</xref>]). This perspective underpins the development of the OCM, which seeks to capture meaningful variations in employees’ experiences of connection at work.</p>
      <p>In their meta-analysis on the impact of social relationships on mortality, [<xref ref-type="bibr" rid="B42">42</xref>] found that a lack of connection (i.e., social isolation or loneliness) has a significant detrimental effect on an individual’s wellbeing and health and increases risk of chronic illnesses, mental health issues, and mortality. In fact, weak social ties can increase the risk of early death by 26% - 32%, which is comparable to other well-known risk factors such as heavy smoking, obesity, and physical inactivity ([<xref ref-type="bibr" rid="B42">42</xref>]). In the workplace, a lack of connection is prevalent and impacts people’s lives inside and outside of work, and research has supported that fostering greater connection can help organisations to ensure their staff are healthy and productive ([<xref ref-type="bibr" rid="B40">40</xref>]). </p>
      <p>The development of this measure was informed by a desire to create a broad measure of aspects of people’s perceptions of their work life that ultimately influence business performance and success. Through this, it is anticipated that this measure will arm organisations with useful insights to improve their employees’ perceptions to lead to better business outcomes. As such, criterion validity was the primary concern when developing this measure, rather than a desire to align with established models.</p>
      <p><bold>Existing Literature</bold></p>
      <p>As part of the development of the OCM, a literature review was conducted to understand the domains of employee experience relevant to connection that ultimately contribute to business success. Papers have been included if they relate connection to aspects of individual performance, group performance, or retention. Individual performance includes subjective and objective performance, underperformance, derailment, and counterproductive work behaviour. Group performance includes aspects related to organisational performance, team productivity, or team cohesion. Retention includes related factors such as intention to quit. The specific interest of this model is in changeable states related to connection rather than stable psychological traits such as personality, so the model exclusively measures constructs that organisations can endeavour to improve, which theoretically should lead to greater organisational success. A decision was also made to overlook aspects relating to perceptions towards specific individuals, such as managers or leaders, as these aspects would be better captured through activities such as manager and leader appraisals.</p>
      <p>In all, 27 different constructs that relate connection to performance or retention were identified in the literature review. Papers highlighting the predictive validity of these constructs in the workplace are outlined in <bold>Table 1</bold> at the end of this section. The constructs are presented in three broad themes (role connection, organisational connection, and interpersonal connection) merely for ease of reading, although there is significant overlap between themes. This review aims to justify the inclusion of these specific constructs in the OCM model, rather than serve as a comprehensive systematic review of existing literature. Excellent reviews of this nature already exist; for example, [<xref ref-type="bibr" rid="B86">86</xref>] on team and organisational identity, [<xref ref-type="bibr" rid="B46">46</xref>] on social embeddedness of thriving at work, [<xref ref-type="bibr" rid="B13">13</xref>] on organisational belonging, [<xref ref-type="bibr" rid="B45">45</xref>] on interpersonal problems and mental health outcomes, and [<xref ref-type="bibr" rid="B80">80</xref>] on close relationships and health.</p>
      <p><italic><bold>Role Connection</bold></italic></p>
      <p>There are ten constructs that have been categorised under role connection, namely clarity, autonomy, burnout, recognition, wellbeing, stress/pressure, work-life balance, perceived productivity, job satisfaction, and motivation. These are constructs that pertain to how connected individuals feel to the actual job they are performing, how able they are to do this job, and the impact it has on them. They were particularly related to factors relevant to individual performance.</p>
      <p><italic><bold>Organisational</bold></italic><italic><bold>Connection</bold></italic></p>
      <p>This category comprises six constructs related to how individuals feel about their connection to the organisation they work for. These are: compensation, organisational commitment, organisational support, organisational justice, organisational identity, and work environment. Many of these factors are particularly important considering employee retention and intention to quit.</p>
      <p><italic><bold>Interpersonal Connection</bold></italic></p>
      <p>Eleven constructs have been categorised as part of interpersonal connection, namely trust, psychological safety, team identity, social connection, collaboration, conflict, peer support, communication effectiveness, size of network, social roles, and satisfaction with relationships. These constructs broadly pertain to how an individual feels about the social aspects of work and how connected they feel to those around them. These constructs were especially relevant to factors related to team and group performance. For simplicity’s sake, trust has been listed as a single construct; however, findings encompass multiple dimensions, including interpersonal and organisational trust.</p>
      <p>Table 1. Constructs relating aspects of connection to relevant outcomes in the literature.</p>
      <table-wrap id="tbl1">
        <label>Table 1</label>
        <table>
          <tbody>
            <tr>
              <td>Category</td>
              <td>Related Outcome</td>
              <td>Construct (Predictor)</td>
              <td>References</td>
            </tr>
            <tr>
              <td>Role Connection</td>
              <td>Underperformance</td>
              <td>Lack of clarity</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Low job autonomy</td>
              <td>
                [
                <xref ref-type="bibr" rid="B106">106</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Burnout and excessive work demands</td>
              <td>
                [
                <xref ref-type="bibr" rid="B1">1</xref>
                ]; [
                <xref ref-type="bibr" rid="B25">25</xref>
                ]; [
                <xref ref-type="bibr" rid="B95">95</xref>
                ]; [
                <xref ref-type="bibr" rid="B106">106</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Lack of recognition</td>
              <td>
                [
                <xref ref-type="bibr" rid="B35">35</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Stress/pressure</td>
              <td>
                [
                <xref ref-type="bibr" rid="B79">79</xref>
                ]; [
                <xref ref-type="bibr" rid="B95">95</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Poor work-life balance</td>
              <td>
                [
                <xref ref-type="bibr" rid="B95">95</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Lack of motivation</td>
              <td>
                [
                <xref ref-type="bibr" rid="B35">35</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Counterproductive work behaviours</td>
              <td>Lack of job autonomy</td>
              <td>
                [
                <xref ref-type="bibr" rid="B14">14</xref>
                ]; [
                <xref ref-type="bibr" rid="B64">64</xref>
                ]; [
                <xref ref-type="bibr" rid="B77">77</xref>
                ]; [
                <xref ref-type="bibr" rid="B108">108</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Burnout and high workload</td>
              <td>
                [
                <xref ref-type="bibr" rid="B7">7</xref>
                ]; [
                <xref ref-type="bibr" rid="B12">12</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Stress/pressure</td>
              <td>
                [
                <xref ref-type="bibr" rid="B2">2</xref>
                ]; [
                <xref ref-type="bibr" rid="B33">33</xref>
                ]; [
                <xref ref-type="bibr" rid="B65">65</xref>
                ]; [
                <xref ref-type="bibr" rid="B108">108</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Poor work-life balance</td>
              <td>
                [
                <xref ref-type="bibr" rid="B94">94</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Low job satisfaction</td>
              <td>
                [
                <xref ref-type="bibr" rid="B37">37</xref>
                ]; [
                <xref ref-type="bibr" rid="B63">63</xref>
                ]; [
                <xref ref-type="bibr" rid="B97">97</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Derailment</td>
              <td>Perceived productivity</td>
              <td>
                [
                <xref ref-type="bibr" rid="B107">107</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Retention or intention to quit</td>
              <td>Clarity</td>
              <td>
                [
                <xref ref-type="bibr" rid="B29">29</xref>
                ];[
                <xref ref-type="bibr" rid="B47">47</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Autonomy</td>
              <td>
                [
                <xref ref-type="bibr" rid="B57">57</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Burnout</td>
              <td>
                [
                <xref ref-type="bibr" rid="B62">62</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Recognition</td>
              <td>
                [
                <xref ref-type="bibr" rid="B47">47</xref>
                ]; [
                <xref ref-type="bibr" rid="B57">57</xref>
                ]; [
                <xref ref-type="bibr" rid="B73">73</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Work-life balance</td>
              <td>
                [
                <xref ref-type="bibr" rid="B74">74</xref>
                ]; [
                <xref ref-type="bibr" rid="B85">85</xref>
                ]
              </td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p><bold>Continued</bold></p>
      <table-wrap id="tbl2">
        <label>Table 2</label>
        <table>
          <tbody>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Job satisfaction</td>
              <td>
                [
                <xref ref-type="bibr" rid="B24">24</xref>
                ]; [
                <xref ref-type="bibr" rid="B60">60</xref>
                ]; [
                <xref ref-type="bibr" rid="B70">70</xref>
                ]; [
                <xref ref-type="bibr" rid="B74">74</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Motivation</td>
              <td>
                [
                <xref ref-type="bibr" rid="B24">24</xref>
                ]; [
                <xref ref-type="bibr" rid="B90">90</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>Organisational Connection</td>
              <td>Performance</td>
              <td>Compensation</td>
              <td>
                [
                <xref ref-type="bibr" rid="B35">35</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Organisational justice</td>
              <td>
                [
                <xref ref-type="bibr" rid="B35">35</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Organisational support</td>
              <td>
                [
                <xref ref-type="bibr" rid="B35">35</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Counterproductive work behaviour</td>
              <td>Organisational commitment</td>
              <td>
                [
                <xref ref-type="bibr" rid="B67">67</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Perceived organisational support</td>
              <td>
                [
                <xref ref-type="bibr" rid="B4">4</xref>
                ]; [
                <xref ref-type="bibr" rid="B76">76</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Organisational justice</td>
              <td>
                [
                <xref ref-type="bibr" rid="B3">3</xref>
                ]; [
                <xref ref-type="bibr" rid="B34">34</xref>
                ]; [
                <xref ref-type="bibr" rid="B51">51</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Retention and intention to quit</td>
              <td>Perceptions of one’s work environment</td>
              <td>
                [
                <xref ref-type="bibr" rid="B11">11</xref>
                ]; [
                <xref ref-type="bibr" rid="B58">58</xref>
                ]; [
                <xref ref-type="bibr" rid="B74">74</xref>
                ]; [
                <xref ref-type="bibr" rid="B110">110</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Compensation</td>
              <td>
                [
                <xref ref-type="bibr" rid="B44">44</xref>
                ]; [
                <xref ref-type="bibr" rid="B57">57</xref>
                ]; [
                <xref ref-type="bibr" rid="B73">73</xref>
                ]; [
                <xref ref-type="bibr" rid="B90">90</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Organisational commitment</td>
              <td>
                [
                <xref ref-type="bibr" rid="B6">6</xref>
                ]; [
                <xref ref-type="bibr" rid="B75">75</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Organisational support (including through training and development)</td>
              <td>
                [
                <xref ref-type="bibr" rid="B30">30</xref>
                ]; [
                <xref ref-type="bibr" rid="B47">47</xref>
                ]; [
                <xref ref-type="bibr" rid="B48">48</xref>
                ] Gulzar, 2014; [
                <xref ref-type="bibr" rid="B75">75</xref>
                ]; [
                <xref ref-type="bibr" rid="B89">89</xref>
                ] Affandi, 2014; [
                <xref ref-type="bibr" rid="B110">110</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Perceptions of and alignment with organisational identity and culture</td>
              <td>
                [
                <xref ref-type="bibr" rid="B30">30</xref>
                ]; [
                <xref ref-type="bibr" rid="B44">44</xref>
                ]; [
                <xref ref-type="bibr" rid="B68">68</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Team productivity</td>
              <td>Organisational support</td>
              <td>
                [
                <xref ref-type="bibr" rid="B88">88</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Organisational performance</td>
              <td>Organisational support (through improved internal auditing and learning)</td>
              <td>
                [
                <xref ref-type="bibr" rid="B16">16</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>Interpersonal Connection</td>
              <td>Individual performance and underperformance</td>
              <td>Poor communication</td>
              <td>
                [
                <xref ref-type="bibr" rid="B35">35</xref>
                ]
              </td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p><bold>Continued</bold></p>
      <table-wrap id="tbl3">
        <label>Table 3</label>
        <table>
          <tbody>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Satisfaction with one’s relationships with coworkers</td>
              <td>
                [
                <xref ref-type="bibr" rid="B95">95</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Counterproductive work behaviour</td>
              <td>Trust in the organisation</td>
              <td>
                [
                <xref ref-type="bibr" rid="B103">103</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Social connection</td>
              <td>
                [
                <xref ref-type="bibr" rid="B2">2</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Interpersonal conflict</td>
              <td>
                [
                <xref ref-type="bibr" rid="B19">19</xref>
                ]; [
                <xref ref-type="bibr" rid="B27">27</xref>
                ]; [
                <xref ref-type="bibr" rid="B33">33</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Workplace derailment</td>
              <td>Satisfaction with one’s relationships</td>
              <td>
                [
                <xref ref-type="bibr" rid="B28">28</xref>
                ]; [
                <xref ref-type="bibr" rid="B59">59</xref>
                ]; [
                <xref ref-type="bibr" rid="B107">107</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Retention and intention to quit</td>
              <td>Psychological safety</td>
              <td>
                [
                <xref ref-type="bibr" rid="B53">53</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Collaboration and conflict</td>
              <td>
                [
                <xref ref-type="bibr" rid="B9">9</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Communication effectiveness</td>
              <td>
                [
                <xref ref-type="bibr" rid="B44">44</xref>
                ]; [
                <xref ref-type="bibr" rid="B99">99</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Social roles</td>
              <td>
                [
                <xref ref-type="bibr" rid="B99">99</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Team productivity</td>
              <td>Interpersonal trust</td>
              <td>
                [
                <xref ref-type="bibr" rid="B49">49</xref>
                ]; [
                <xref ref-type="bibr" rid="B50">50</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Collaboration</td>
              <td>
                [
                <xref ref-type="bibr" rid="B98">98</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Psychological safety</td>
              <td>
                [
                <xref ref-type="bibr" rid="B10">10</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>Team cohesiveness and productivity</td>
              <td>Organisational and interpersonal trust</td>
              <td>
                [
                <xref ref-type="bibr" rid="B21">21</xref>
                ]; [
                <xref ref-type="bibr" rid="B31">31</xref>
                ]; [
                <xref ref-type="bibr" rid="B61">61</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Team identity and climate</td>
              <td>
                [
                <xref ref-type="bibr" rid="B17">17</xref>
                ]; [
                <xref ref-type="bibr" rid="B18">18</xref>
                ]; [
                <xref ref-type="bibr" rid="B23">23</xref>
                ]; [
                <xref ref-type="bibr" rid="B36">36</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Collaboration</td>
              <td>
                [
                <xref ref-type="bibr" rid="B109">109</xref>
                ]; [
                <xref ref-type="bibr" rid="B111">111</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Positive conflict</td>
              <td>
                [
                <xref ref-type="bibr" rid="B101">101</xref>
                ]; [
                <xref ref-type="bibr" rid="B100">100</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Peer support</td>
              <td>
                [
                <xref ref-type="bibr" rid="B72">72</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Effective communication</td>
              <td>
                [
                <xref ref-type="bibr" rid="B38">38</xref>
                ]; [
                <xref ref-type="bibr" rid="B71">71</xref>
                ]; [
                <xref ref-type="bibr" rid="B100">100</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Size of network</td>
              <td>
                [
                <xref ref-type="bibr" rid="B92">92</xref>
                ]
              </td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p><bold>Continued</bold></p>
      <table-wrap id="tbl4">
        <label>Table 4</label>
        <table>
          <tbody>
            <tr>
              <td>
              </td>
              <td>Organisational performance</td>
              <td>Organisational trust (through improved internal auditing and learning)</td>
              <td>
                [
                <xref ref-type="bibr" rid="B16">16</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Size of network</td>
              <td>
                [
                <xref ref-type="bibr" rid="B15">15</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Social capital</td>
              <td>
                [
                <xref ref-type="bibr" rid="B15">15</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>
              </td>
              <td>
              </td>
              <td>Psychological safety (through improved learning through failure)</td>
              <td>
                [
                <xref ref-type="bibr" rid="B15">15</xref>
                ]
              </td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p><bold>Initial Development Process Preceding the Current Study</bold></p>
      <p>The current study presents the psychometric qualities of the novel OCM. The aim was to develop a psychometrically robust tool that can predict positive workplace outcomes. An iterative development process was used to refine the measure and ensure a balance between psychometric rigour and practical utility. Three studies were completed as part of the development of the OCM, with this paper being concerned with the final study demonstrating the validity and reliability of the final assessment. Each study built upon the last with a similar methodology but distinct occupational samples. </p>
      <p>The first two studies have been documented in detail elsewhere ([<xref ref-type="bibr" rid="B104">104</xref>]) and are summarised below as they relate to the present study. The initial item pool consisted of 108 items, with four items written for each of the 27 psychological components identified through the literature review. Items were authored to maximise content validity, avoid double-barrelling, and capture the breadth of each construct. Subject matter experts reviewed all items for clarity, redundancy, and conceptual alignment. Prior to analysis, inter-item correlations were inspected, and 24 items with correlations above 0.80 were removed, resulting in 84 items entering exploratory factor analysis (EFA). A parallel analysis supported an 8-factor solution, and an EFA using principal axis factoring with Oblimin rotation was conducted. Items with cross-loadings or loadings below 0.40 were removed, yielding 64 items. Although eight factors initially emerged, further theoretical inspection indicated conceptual overlap, and the structure was refined into six psychologically coherent dimensions. Specifically, Factor 1 and Factor 8 both focused on relationships and collaboration. Factor 6 and Factor 7 both reflected perceptions of effectiveness and ability to carry out the role. Although Factor 5 overlapped with relational themes, it was more closely aligned with psychological safety and trust. Based on factor loadings, predictive relationships with relevant outcomes (i.e., intention to quit, task performance, contextual performance, and counterproductive work behaviour), and coverage of the original conceptual domains, 54 items were retained for confirmatory factor analysis (CFA). Model fit indices, i.e., comparative fit indices (CFI &gt; 0.95) and Tucker-Lewis indices (TLI &gt; 0.95), and item performance guided further refinement, ensuring each factor retained strong theoretical coherence, internal consistency (ranging from α = 0.83 to 0.98), and predictive utility. </p>
      <p>To strengthen underrepresented factors, 12 new items were added in the second study, resulting in 66 items tested in a subsequent CFA. Items were assigned to factors according to their highest loading and conceptual alignment, with no cross-loadings included. Skewness values ranged from −1.78 to 0.57. Most variables showed approximately normal distributions. As skewness values fell within the commonly accepted range of ±2 ([<xref ref-type="bibr" rid="B55">55</xref>]), no transformations were applied. All variables showed acceptable levels of kurtosis (−1.22 to 3.84), suggesting that the distributions slightly but did not significantly deviate from normality ([<xref ref-type="bibr" rid="B55">55</xref>]; [<xref ref-type="bibr" rid="B22">22</xref>]). The revisions made during the second study were therefore found to have strengthened the factor structure, improving both the theoretical and practical utility of the model. The first two studies also showed that the subdimensions exhibited differential predictive validity through differentiated patterns of relationships with predictive criteria: intention to quit, task performance, contextual performance, and counterproductive work behaviour, highlighting their unique contributions to workplace outcomes. </p>
      <p>Through this iterative, evidence-based process, combining expert review, EFA/CFA outcomes, and predictive validity testing, the scale was reduced to a final, psychometrically robust set of 36 items representing six dimensions of organisational connection. Building on these prior studies, the present study sought to test the final version of the OCM, evaluating its robustness and predictive power in a more comprehensive manner. </p>
    </sec>
    <sec id="sec2">
      <title>2. Method</title>
      <sec id="sec2dot1">
        <title>2.1. Participants</title>
        <p>Given that the study focused on workplace perceptions, an occupational sample was utilised. All participants were working individuals who had voluntarily joined a research panel after completing a psychometric assessment with a large global psychometric publisher, undertaken for genuine occupational purposes such as recruitment or employee development. As such, all participants had experience in the working world.</p>
        <p>Across the various studies undertaken, a total of 1,003 respondents participated. However, the present article focuses on the final sample of 307 respondents, of which 63% indicated being female, 34% male, and 3% other/no response. The majority were from the UK (58%), followed by South Africa (17%), USA (10%), Canada (7%), and Australia (5%), with 3% indicating other/no response. Their ages ranged from 19 to 74 years (<italic>M</italic> = 46.9, <italic>SD</italic> = 11.6).</p>
      </sec>
      <sec id="sec2dot2">
        <title>2.2. Materials</title>
        <p><bold>Organisational</bold><bold>Connection Measure (OCM)</bold></p>
        <p>For the current study, the final measure used was the 36-item OCM derived from prior research ([<xref ref-type="bibr" rid="B104">104</xref>]). Respondents answered on a 7-point Likert scale (1 = <italic>strongly disagree</italic> to 7 = <italic>strongly agree</italic>) and were asked to think about their current job. Scores were calculated for each of the six factors (Appreciation, Cohesion, Belonging, Trust, Contribution, and Wellbeing), as well as an overall Connection score. Details of the factors, descriptions, and example items can be seen in <bold>Table 2</bold>.</p>
        <p>Table 2. OCM factors, descriptions, and example items.</p>
        <table-wrap id="tbl5">
          <label>Table 5</label>
          <table>
            <tbody>
              <tr>
                <td>Factor</td>
                <td>Description</td>
                <td>Example Item</td>
              </tr>
              <tr>
                <td>Appreciation</td>
                <td>Fair reward for the work completed; feeling as though efforts are acknowledged and appreciated and achievements celebrated.</td>
                <td>I feel valued for my work by my colleagues and peers.</td>
              </tr>
              <tr>
                <td>Cohesion</td>
                <td>Positive social relationships; individuals working together effectively towards the same goals; support for one another.</td>
                <td>I work in a friendly and inclusive atmosphere.</td>
              </tr>
              <tr>
                <td>Contribution</td>
                <td>Access to resources required to be effective in role; clear expectations and autonomy to manage work and time.</td>
                <td>I have access to the information I need to perform my job effectively.</td>
              </tr>
              <tr>
                <td>Belonging</td>
                <td>Satisfaction and fulfilment with job role and alignment to wider goals, values, and success.</td>
                <td>I am proud to be a member of my team.</td>
              </tr>
              <tr>
                <td>Trust</td>
                <td>Confidence in decision-making processes; feeling as though the work environment is a safe space for communication and that all voices matter.</td>
                <td>I can rely on the promises and commitments made by my superiors.</td>
              </tr>
              <tr>
                <td>Wellbeing</td>
                <td>Healthy work-life balance; ability to manage stress and pressure effectively without it having a negative impact on health or performance.</td>
                <td>My job promotes a sense of balance and wellbeing in my life.</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p><bold>The Individual Work Performance Questionnaire (IWPQ;</bold>[<xref ref-type="bibr" rid="B56">56</xref>]<bold>)</bold></p>
        <p>The IWPQ is an 18-item measure of self-reported work performance, based on three scales: task performance (TP), contextual performance (CP), and counterproductive work behaviour (CWB). It has been found to be valid and reliable and correlates well with other measures of work performance ([<xref ref-type="bibr" rid="B84">84</xref>]). Participants responded to items on a 5-point Likert scale and were asked to consider the last three months of work.</p>
        <p><bold>Intention to Quit</bold></p>
        <p>Intention to quit (ITQ) was measured using a self-constructed single item scale asking: “I often think about leaving my job”, existing on a 7-point Likert scale (1 = <italic>strongly disagree</italic> to 7 = <italic>strongly agree</italic>). Turnover intention is often used as a proxy for actual turnover, with evidence to suggest the two are related ([<xref ref-type="bibr" rid="B102">102</xref>]).</p>
      </sec>
      <sec id="sec2dot3">
        <title>2.3. Procedure</title>
        <p>Participants were recruited via email and directed to an online survey platform. After providing informed consent, they completed the relevant measures for each study, followed by demographic questions. Participants completed the OCM, the ITQ question, and the IWPQ scale to enable the researchers to investigate the predictive validity of the items and scale. At the end of each study, participants received debrief information and were thanked for their participation.</p>
      </sec>
      <sec id="sec2dot4">
        <title>2.4. Analysis</title>
        <p>As exploratory factor analyses conducted in earlier studies helped establish an initial factor structure, the current study focused on confirmatory factor analysis to evaluate the finalised model, followed by correlations to examine relationships between study variables, and regression analyses to assess predictive validity. Prior to analysis, cases with missing data on key variables were removed. All analyses were performed using RStudio ([<xref ref-type="bibr" rid="B83">83</xref>]).</p>
      </sec>
    </sec>
    <sec id="sec3">
      <title>3. Results</title>
      <sec id="sec3dot1">
        <title>3.1. Confirmatory Factor Analysis</title>
        <p>To confirm the reduced 6-factor model and higher-order Connection model, a CFA was conducted using the diagonally weighted least squares (DWLS) estimator, which is recommended for ordinal data such as Likert-type responses due to its robustness and accuracy in estimating model fit ([<xref ref-type="bibr" rid="B26">26</xref>]). The 6-factor structure was specified based on the results of the preceding EFA, with items assigned to factors according to their highest loading and conceptual alignment. No cross-loadings were included. The aim of the CFA was to assess the model’s overall fit to the data and provide evidence for the factorial validity of the proposed structure.</p>
        <p>Model fit was evaluated using a range of indices: the comparative fit index (CFI), the Tucker-Lewis index (TLI), the root mean square error of approximation (RMSEA), and the standardised root mean square residual (SRMR), in accordance with recommended thresholds ([<xref ref-type="bibr" rid="B43">43</xref>]). Internal consistency reliability was assessed for each of the six factors using both Cronbach’s alpha and McDonald’s omega total. While Cronbach’s alpha remains a widely used measure of reliability, it assumes tau-equivalence and may underestimate reliability when this assumption is violated. Therefore, McDonald’s omega total was also reported, as it provides a more accurate estimate of reliability in the presence of congeneric items ([<xref ref-type="bibr" rid="B96">96</xref>]). Values above 0.70 were considered acceptable, with higher values indicating stronger internal consistency. Results can be seen in <bold>Table 3</bold>.</p>
        <p>Table 3. Confirmatory factor analysis and reliability statistics of the OCM.</p>
        <table-wrap id="tbl6">
          <label>Table 6</label>
          <table>
            <tbody>
              <tr>
                <td>Factor</td>
                <td>
                  χ
                  <sup>2</sup>
                  <italic>/</italic>
                  <italic>df</italic>
                </td>
                <td>
                  <italic>p</italic>
                  -value
                </td>
                <td>CFI</td>
                <td>TLI</td>
                <td>RMSEA</td>
                <td>Confidence Interval</td>
                <td>SRMR</td>
                <td>α</td>
                <td>
                  ω
                  <sub>t</sub>
                </td>
                <td>No. Items</td>
              </tr>
              <tr>
                <td>Connection</td>
                <td>1.078</td>
                <td>&gt;0.05</td>
                <td>0.998</td>
                <td>0.998</td>
                <td>0.016</td>
                <td>0.000 - 0.025</td>
                <td>0.065</td>
                <td>0.96</td>
                <td>0.97</td>
                <td>36</td>
              </tr>
              <tr>
                <td>Appreciation</td>
                <td>0.856</td>
                <td>&gt;0.05</td>
                <td>1.000</td>
                <td>1.002</td>
                <td>0.000</td>
                <td>0.000 - 0.058</td>
                <td>0.037</td>
                <td>0.85</td>
                <td>0.89</td>
                <td>6</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p><bold>Continued</bold></p>
        <table-wrap id="tbl7">
          <label>Table 7</label>
          <table>
            <tbody>
              <tr>
                <td>Cohesion</td>
                <td>0.379</td>
                <td>&gt;0.05</td>
                <td>1.000</td>
                <td>1.019</td>
                <td>0.000</td>
                <td>0.000 - 0.009</td>
                <td>0.031</td>
                <td>0.81</td>
                <td>0.85</td>
                <td>6</td>
              </tr>
              <tr>
                <td>Contribution</td>
                <td>1.019</td>
                <td>&gt;0.05</td>
                <td>1.000</td>
                <td>0.999</td>
                <td>0.008</td>
                <td>0.000 - 0.065</td>
                <td>0.046</td>
                <td>0.80</td>
                <td>0.85</td>
                <td>6</td>
              </tr>
              <tr>
                <td>Belonging</td>
                <td>0.254</td>
                <td>&gt;0.05</td>
                <td>1.000</td>
                <td>1.013</td>
                <td>0.000</td>
                <td>0.000 - 0.000</td>
                <td>0.023</td>
                <td>0.87</td>
                <td>0.91</td>
                <td>6</td>
              </tr>
              <tr>
                <td>Trust</td>
                <td>0.441</td>
                <td>&gt;0.05</td>
                <td>1.000</td>
                <td>1.007</td>
                <td>0.000</td>
                <td>0.000 - 0.024</td>
                <td>0.027</td>
                <td>0.88</td>
                <td>0.91</td>
                <td>6</td>
              </tr>
              <tr>
                <td>Wellbeing</td>
                <td>1.367</td>
                <td>&gt;0.05</td>
                <td>0.997</td>
                <td>0.995</td>
                <td>0.035</td>
                <td>0.000 - 0.078</td>
                <td>0.048</td>
                <td>0.86</td>
                <td>0.90</td>
                <td>6</td>
              </tr>
              <tr>
                <td>
                </td>
                <td colspan="10">Factor loadings</td>
              </tr>
              <tr>
                <td>
                </td>
                <td>Appreciation</td>
                <td>Collaboration</td>
                <td>Contribution</td>
                <td>Belonging</td>
                <td>Trust</td>
                <td>Wellbeing</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>Item 1</td>
                <td>0.677</td>
                <td>0.472</td>
                <td>0.696</td>
                <td>0.863</td>
                <td>0.782</td>
                <td>0.797</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>Item 2</td>
                <td>0.553</td>
                <td>0.784</td>
                <td>0.732</td>
                <td>0.730</td>
                <td>0.830</td>
                <td>
                  −0.530
                  <sup>1</sup>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>Item 3</td>
                <td>0.883</td>
                <td>0.780</td>
                <td>0.668</td>
                <td>0.750</td>
                <td>0.810</td>
                <td>0.716</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>Item 4</td>
                <td>0.774</td>
                <td>0.788</td>
                <td>0.804</td>
                <td>0.789</td>
                <td>0.679</td>
                <td>0.852</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>Item 5</td>
                <td>0.795</td>
                <td>0.650</td>
                <td>0.644</td>
                <td>0.731</td>
                <td>0.794</td>
                <td>0.930</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>Item 6</td>
                <td>0.838</td>
                <td>0.666</td>
                <td>0.568</td>
                <td>0.851</td>
                <td>0.706</td>
                <td>
                  −0.728
                  <sup>1</sup>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>Connection</td>
                <td>0.916</td>
                <td>0.949</td>
                <td>0.996</td>
                <td>0.937</td>
                <td>0.954</td>
                <td>0.925</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>
                  R
                  <sup>2</sup>
                </td>
                <td>0.840</td>
                <td>0.901</td>
                <td>0.992</td>
                <td>0.879</td>
                <td>0.909</td>
                <td>0.856</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>Note. <sup>1</sup>Reverse-phrased statement. Item 1 - 6 refers to the items of the respective factors where Item 1 of Appreciation is not the same as Item 1 of Collaboration, etc.</p>
        <p>All six factors as well as the higher-order Connection factor demonstrated excellent model fit (see <bold>Table 3</bold>), with all achieving very strong comparative fit indices (CFI ≥ 0.997) and Tucker-Lewis indices (TLI ≥ 0.995). The higher‑order Connection factor and all subdimensions (Appreciation, Cohesion, Belonging, Trust, Contribution, and Wellbeing) showed particularly strong fit, with CFI and TLI values at or above 0.997 and RMSEA values ranging from 0.000 to 0.035, all within the recommended thresholds for close fit. SRMR values were consistently low across models (0.023 - 0.065), further indicating excellent model-data correspondence. Internal consistency was high across all subdimensions, with Cronbach’s alpha values ranging from 0.80 (Contribution) to 0.88 (Trust), and McDonald’s omega total values from 0.85 to 0.91, indicating robust reliability. The overall Connection factor also demonstrated excellent internal consistency (α = 0.96, ω = 0.97), supporting the coherence and stability of the 36‑item measure.</p>
      </sec>
      <sec id="sec3dot2">
        <title>3.2. Correlations</title>
        <p>To explore the relationships between the latent constructs, inter-factor correlations were examined. These correlations provide insight into the extent to which the factors are distinct yet related, offering evidence for the conceptual structure of the model. Given the theoretical overlap between some constructs (e.g., collaboration and psychological safety), moderate to strong correlations were expected. The correlation matrix for the six factors and overall connection, as well as intention to quit and the IWPQ, is presented in <bold>Table 4</bold>. </p>
        <p>Table 4. Correlation matrix for the connection factors, ITQ, and IWPQ (Consisting of TP, CP, and CWB).</p>
        <table-wrap id="tbl8">
          <label>Table 8</label>
          <table>
            <tbody>
              <tr>
                <td>
                </td>
                <td>
                  <italic>M</italic>
                </td>
                <td>
                  <italic>SD</italic>
                </td>
                <td>1</td>
                <td>2</td>
                <td>3</td>
                <td>4</td>
                <td>5</td>
                <td>6</td>
                <td>7</td>
                <td>8</td>
                <td>9</td>
                <td>10</td>
              </tr>
              <tr>
                <td>1. Appreciation</td>
                <td>28.11</td>
                <td>8.21</td>
                <td>-</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>2. Cohesion</td>
                <td>30.77</td>
                <td>6.47</td>
                <td>0.66***</td>
                <td>-</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>3. Contribution</td>
                <td>30.59</td>
                <td>6.90</td>
                <td>0.80***</td>
                <td>0.69***</td>
                <td>-</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>4. Belonging</td>
                <td>31.30</td>
                <td>7.80</td>
                <td>0.76***</td>
                <td>0.73***</td>
                <td>0.80***</td>
                <td>-</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>5. Trust</td>
                <td>27.55</td>
                <td>8.23</td>
                <td>0.75***</td>
                <td>0.79***</td>
                <td>0.76***</td>
                <td>0.72***</td>
                <td>-</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>6. Wellbeing</td>
                <td>28.94</td>
                <td>8.03</td>
                <td>0.71***</td>
                <td>0.73***</td>
                <td>0.73***</td>
                <td>0.74***</td>
                <td>0.75***</td>
                <td>-</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>7. Connection</td>
                <td>177.26</td>
                <td>40.45</td>
                <td>0.89***</td>
                <td>0.86***</td>
                <td>0.90***</td>
                <td>0.89***</td>
                <td>0.90***</td>
                <td>0.88***</td>
                <td>-</td>
                <td>
                </td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>8. ITQ</td>
                <td>2.97</td>
                <td>1.57</td>
                <td>−0.63***</td>
                <td>−0.55***</td>
                <td>−0.61***</td>
                <td>−0.71***</td>
                <td>−0.63***</td>
                <td>−0.67***</td>
                <td>−0.72***</td>
                <td>-</td>
                <td>
                </td>
                <td>
                </td>
              </tr>
              <tr>
                <td>9. TP</td>
                <td>15.06</td>
                <td>3.59</td>
                <td>0.19**</td>
                <td>0.31***</td>
                <td>0.28***</td>
                <td>0.26***</td>
                <td>0.21***</td>
                <td>0.40***</td>
                <td>0.31***</td>
                <td>−0.13*</td>
                <td>-</td>
                <td>
                </td>
              </tr>
              <tr>
                <td>10. CP</td>
                <td>25.25</td>
                <td>5.69</td>
                <td>0.21***</td>
                <td>0.18**</td>
                <td>0.31***</td>
                <td>0.27***</td>
                <td>0.14*</td>
                <td>0.20***</td>
                <td>0.25***</td>
                <td>−0.07</td>
                <td>0.46***</td>
                <td>-</td>
              </tr>
              <tr>
                <td>11. CWB</td>
                <td>6.17</td>
                <td>4.11</td>
                <td>−0.33***</td>
                <td>−0.42***</td>
                <td>−0.41***</td>
                <td>−0.42***</td>
                <td>−0.43***</td>
                <td>−0.44***</td>
                <td>−0.46***</td>
                <td>0.47***</td>
                <td>−0.36***</td>
                <td>−0.16**</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>Note. * = <italic>p</italic> &lt; 0.05, ** = <italic>p</italic> &lt; 0.01, *** = <italic>p</italic> &lt; 0.001; ITQ = Intention to Quit, TP = Task Performance, CP = Contextual Performance, CWB = Counterproductive Work Behaviour.</p>
        <p>The bivariate correlations in <bold>Table 4</bold> show that the subdimensions were strongly and significantly intercorrelated (<italic>r</italic> = 0.66 - 0.80), suggesting that they share common variance, which is consistent with the presence of an overarching Connection factor. This is further supported by the very high correlations between each subdimension and the total Connection score (<italic>r</italic> = 0.86 - 0.90), demonstrating that each factor meaningfully contributes to the broader construct.</p>
        <p>However, despite their shared variance, the subdimensions showed differentiated patterns of relationships with the predictive criteria, namely intention to quit, and IWPQ constructs Task Performance, Contextual Performance, and Counterproductive Work Behaviour. For example, Belonging demonstrated the strongest negative correlation with ITQ (<italic>r</italic> = −0.71), while Wellbeing had the strongest positive correlation with TP (<italic>r</italic> = 0.40) and Contribution with CP (<italic>r</italic> = 0.31). Wellbeing was most strongly negatively associated with CWB (<italic>r</italic> = −0.44); however, the relationships between all factors and CWB were of similar levels (<italic>r</italic> = −0.41 to −0.44). </p>
      </sec>
      <sec id="sec3dot3">
        <title>3.3. Linear Regressions</title>
        <p>Linear regression analyses were conducted to examine the relationship between Connection and the four outcome variables: ITQ, TP, CP, and CWB. Connection significantly predicted all four outcomes, as shown in <bold>Table 5</bold>.</p>
        <p>Higher Connection was associated with lower intention to quit (<italic>B</italic> = −0.03, <italic>SE</italic> = 0.002, <italic>t</italic>(296) = −17.70, <italic>p</italic> &lt; 0.001, 95% <italic>CI</italic> [−0.03, −0.02]), accounting for 51% of the variance in ITQ scores (<italic>R</italic><sup>2</sup> = 0.51). Connection positively predicted Task Performance (<italic>B</italic> = 0.03, <italic>SE</italic> = 0.00, <italic>t</italic>(296) = 5.61, <italic>p</italic> &lt; 0.001, 95% <italic>CI</italic> [0.02, 0.04]), accounting for 10% of the variance in TP scores (<italic>R</italic><sup>2</sup> = 0.10), as well as Contextual Performance (<italic>B</italic> = 0.03,<italic>SE</italic> = 0.01, <italic>t</italic>(296) = 4.36, <italic>p</italic> &lt; 0.001, 95% <italic>CI</italic> [0.02, 0.05]), accounting for 6% of the variance in CP scores (<italic>R</italic><sup>2</sup> = 0.06); and negatively </p>
        <p><bold>Table 5</bold><bold>.</bold> Results from linear regressions showing connection predicting ITQ and IWPQ.</p>
        <fig id="fig1">
          <label>Figure 1</label>
          <graphic xlink:href="https://html.scirp.org/file/6905040-rId21.jpeg?20260427044211" />
        </fig>
        <p>predicted Counterproductive Work Behaviour (<italic>B</italic> = −0.05, <italic>SE</italic> = 0.005, <italic>t</italic>(296) = −8.94, <italic>p</italic> &lt; 0.001, 95% <italic>CI</italic> [−0.06, −0.03]), accounting for 21% of the variance in CWB scores (<italic>R</italic><sup>2</sup> = 0.21). These results suggest that stronger feelings of connection at work are associated with better performance and lower intentions to quit or performing of counterproductive work behaviours, with effect sizes ranging from small to large.</p>
      </sec>
    </sec>
    <sec id="sec4">
      <title>4. Discussion</title>
      <p>The present study was the final study among a set of three to develop and validate a measure of workplace connection and examine its relationship with key organisational outcomes, including intention to quit, task performance, contextual performance, and counterproductive work behaviour. The findings provide strong support for the reliability and validity of the Organisational Connection Measure and its six subdimensions: Appreciation, Cohesion, Contribution, Belonging, Trust, and Wellbeing.</p>
      <p>The CFA demonstrated excellent model fit across all subdimensions, with fit indices (CFI, TLI) at or above 0.995, RMSEA values at or near zero, and SRMR values all below 0.070. These results indicate that the Connection factors are psychometrically sound and capture distinct yet highly interrelated aspects of workplace connection. Reliability estimates were consistently strong, with Cronbach’s alpha and McDonald’s omega total values ranging from 0.80 to 0.97 across the dimensions, supporting the internal consistency of the measure.</p>
      <p>Bivariate correlations revealed that while the subdimensions shared considerable variance, consistent with an overarching Connection construct, they also showed unique patterns of association with external criteria. In particular, Belonging demonstrated the strongest negative association with intention to quit, suggesting that employees who feel aligned to the organisation and its goals are less likely to consider leaving the organisation. Wellbeing, in turn, showed the strongest positive relationship with task performance, suggesting that employees who experience a healthy work-life balance have more energy and focus to complete their tasks well. Lastly, the finding that Contribution was most strongly related to contextual performance suggests that employees who are granted the autonomy and resources they need to take initiative and be effective in their work are willing to go above and beyond in their roles. These differentiated patterns suggest that while workplace connection operates as a coherent whole, its facets contribute uniquely to important organisational outcomes.</p>
      <p>Regression analyses reinforced the utility of the measure in predicting outcomes, demonstrating that higher overall Connection significantly predicted lower turnover intentions and counterproductive work behaviours, and higher task and contextual performance. Notably, Connection accounted for a substantial 51% of the variance in intention to quit, highlighting its potential as a critical target for interventions aimed at improving employee retention. Although effect sizes for task and contextual performance were smaller, they were still statistically significant and meaningful, suggesting that fostering workplace connection can contribute to improved individual and organisational performance. </p>
      <p>In a separate study of 178 respondents ([<xref ref-type="bibr" rid="B104">104</xref>]), incremental validity was further supported in regression analyses: When turnover intention was first regressed on burnout alone, burnout strongly predicted intention to quit (β = 0.671, <italic>p</italic> &lt; 0.001, <italic>R</italic><sup>2</sup> = 0.451). Adding Connection to the model substantially improved prediction (β = −0.538, <italic>p</italic> &lt; 0.001, <italic>R</italic><sup>2</sup> = 0.611), with the part correlation of burnout dropping from 0.671 to 0.232 and Connection showing a unique part correlation of −0.400. These findings suggest that Connection captures variance in turnover intention not explained by burnout, supporting its discriminant and incremental validity relative to adjacent constructs.</p>
      <p>We found strong support for a general factor of organisational connection, suggesting that a unifying sense of connection at work can be meaningfully captured. However, our findings also demonstrate that there is practical value in distinguishing between the six proposed sub-factors with a higher-order factor of Connection. Despite high intercorrelations among these sub-dimensions, each exhibited unique patterns of association with key work-related outcomes. This differentiation highlights the potential utility of the 6-factor model for organisational practice, particularly when seeking to diagnose and intervene in specific areas where connection may be lacking within teams or departments.</p>
      <p>Overall, the results highlight the central role of workplace connection in shaping employee attitudes and behaviours. Employees who feel a greater sense of connection are more likely to remain with their organisation, perform better, and engage less in counterproductive behaviour, further underscoring the importance of organisational practices and leadership behaviours that cultivate a strong sense of connection among employees.</p>
    </sec>
    <sec id="sec5">
      <title>5. Limitations</title>
      <p>This study relied on self-report measures rather than objective indicators, such as actual turnover, performance metrics, or multi-source assessments (e.g., 360-degree feedback). This may introduce common method bias and restrict the generalisability of findings to actual performance outcomes ([<xref ref-type="bibr" rid="B81">81</xref>]). Future research could implement a latent common-method factor to assess its potential influence, as failing to account for common method bias may inflate the observed relationships among constructs. Nevertheless, previous studies have supported that both the self-report IWPQ and intention to quit have been related to work performance and turnover, respectively ([<xref ref-type="bibr" rid="B84">84</xref>]; [<xref ref-type="bibr" rid="B102">102</xref>]), which supports their use in the present study.</p>
      <p>Additionally, further validation of the Connection construct is needed, particularly its discriminant validity relative to related constructs. Although the present study focused primarily on internal structure and criterion relations, establishing that Connection is empirically distinct from related constructs such engagement, job satisfaction, person-job fit, and thriving, as well as psychosocial variables, such as facets of emotional intelligence, vocational interests, and preference for remote or hybrid work, remains an important next step. Discriminant validity testing using multitrait-multimethod approaches or structural equation modelling can help clarify the extent to which Connection captures a unique relational-motivational construct above and beyond related constructs. Incorporating more incremental validity analyses would further demonstrate whether Connection predicts meaningful outcomes (e.g., well-being, performance, retention intentions) above and beyond these established constructs. Including variables such as trait emotional intelligence (particularly facets like sociability, empathy, and well-being) and contextual preferences for remote work may be especially informative, as these represent individual differences that are likely to correlate with Connection but remain conceptually distinct from it. Together, these investigations will provide a more comprehensive validity framework and support the scale’s utility in both applied and research settings.</p>
      <p>The sample was drawn primarily from Western populations, limiting confidence in generalisability to other cultural or occupational contexts. Although multiple English-speaking regions were included, replication with non-Western and more representative samples will be important. Future research should also examine the relationship between Connection and objective performance indicators (e.g., supervisor ratings, team metrics, absenteeism) and engagement, as well as potential demographic moderators such as age, gender, role seniority, and cultural background.</p>
    </sec>
    <sec id="sec6">
      <title>6. Conclusion</title>
      <p>This research provides robust support for a comprehensive model of workplace connection, encompassing employees’ perceptions of their work, their organisation, and their colleagues. The findings also demonstrate the reliability, construct validity, and criterion validity of the connection measure, highlighting its relevance in predicting key work outcomes and its potential utility in both research and applied organisational contexts.</p>
    </sec>
  </body>
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