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<front>
<journal-meta>
  <journal-id journal-id-type="publisher-id">46</journal-id>
  <journal-id journal-id-type="short-title">gssr</journal-id>
  <journal-id journal-id-type="doi">10.31703/gssr</journal-id>
  <journal-title-group>
    <journal-title>Global Social Sciences Review</journal-title>
    <abbrev-journal-title abbrev-type="publisher">gssr</abbrev-journal-title>
  </journal-title-group>
  <issn publication-format="print">2520-0348</issn>
  <issn publication-format="electronic">2616-793X</issn>
  <self-uri xlink:href="https://gssrjournal.com"/>
  <publisher>
    <publisher-name>Humanity Publications</publisher-name>
    <publisher-loc>Pakistan</publisher-loc>
  </publisher>
</journal-meta>
<article-meta>
  <article-id pub-id-type="publisher-id">390592</article-id>
  <article-id pub-id-type="doi">10.31703/gssr.2018(III-IV).19</article-id>
  <article-id pub-id-type="other" specific-use="submission-id">1061</article-id>
  <article-version article-version-type="publisher">1.0</article-version>
  <article-categories>
    <subj-group subj-group-type="heading">
      <subject>article</subject>
    </subj-group>
  </article-categories>
  <title-group>
    <article-title xml:lang="en">Much of a Muchness? The Role of Gender Similarity in a Relationship between LMX and OCB</article-title>
  </title-group>
<contrib-group>
  <contrib contrib-type="author" seq="1" corresp="yes">
    <name>
      <surname>Ghaus</surname>
      <given-names>Bushra</given-names>
    </name>
    <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
    <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing – original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing – original draft</role>
    <xref ref-type="aff" rid="aff1"/>
    <xref ref-type="corresp" rid="cor1"/>
  </contrib>
  <contrib contrib-type="author" seq="2">
    <name>
      <surname>Lodhi</surname>
      <given-names>Ishrat</given-names>
    </name>
    <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing – review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing – review &amp; editing</role>
    <xref ref-type="aff" rid="aff2"/>
  </contrib>
  <contrib contrib-type="author" seq="3">
    <name>
      <surname>Shakir</surname>
      <given-names>Muhammad</given-names>
    </name>
    <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing – review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing – review &amp; editing</role>
    <xref ref-type="aff" rid="aff3"/>
  </contrib>
  <aff id="aff1">
    <label>1</label>
    <institution-wrap>
      <institution>Department of Education, National University of Modern Languages</institution>
    </institution-wrap>
    <named-content content-type="author-role">PhD Scholar</named-content>
    <addr-line>Islamabad</addr-line>
    <country>Pakistan</country>
  </aff>
  <aff id="aff2">
    <label>2</label>
    <institution-wrap>
      <institution>Department of Education, Fatima Jinnah Women University, Rawalpindi</institution>
    </institution-wrap>
    <named-content content-type="author-role">Assistant Professor</named-content>
    <addr-line>Punjab</addr-line>
    <country>Pakistan</country>
  </aff>
  <aff id="aff3">
    <label>3</label>
    <institution-wrap>
      <institution>Department of Educational Training, The Islamia University of Bahawalpur, Bahawalpur</institution>
    </institution-wrap>
    <named-content content-type="author-role">Lecturer</named-content>
    <addr-line>Punjab</addr-line>
    <country>Pakistan</country>
  </aff>
</contrib-group>
<author-notes>
  <corresp id="cor1">Corresponding Author: Bushra Ghaus, PhD Scholar, Department of Education, National University of Modern Languages, Islamabad, Pakistan.. Contact: 0</corresp>
<fn fn-type="COI-statement" id="fn-coi">
  <p>The authors declare that they have no conflicts of interest.</p>
</fn>
<fn fn-type="ethics-statement" id="fn-ethics">
  <p>This study did not require formal ethics approval.</p>
</fn>
<fn fn-type="data-availability-statement" id="fn-data">
  <p>Data sharing is not applicable to this article.</p>
</fn>
</author-notes>
<pub-date pub-type="epub" date-type="pub" publication-format="electronic">
  <day>31</day>
  <month>12</month>
  <year>2018</year>
</pub-date>
<pub-date pub-type="collection">
  <month>12</month>
  <year>2018</year>
</pub-date>
<pub-date date-type="pub" publication-format="print">
  <day>16</day>
  <month>02</month>
  <year>2022</year>
</pub-date>
  <volume>3</volume>
  <issue>4</issue>
  <season>Fall</season>
  <fpage>284</fpage>
  <lpage>308</lpage>
  <history>
    <date date-type="accepted">
      <day>16</day>
      <month>02</month>
      <year>2022</year>
    </date>
  </history>
<funding-group>
  <funding-statement>
<p>The authors received no specific funding for this work.</p>
  </funding-statement>
</funding-group>
<permissions>
  <copyright-year>2018</copyright-year>
  <copyright-holder>Humanity Publications</copyright-holder>
  <license license-type="open-access" xml:lang="en" 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 4.0 International License.</license-p>
  </license>
</permissions>
<self-uri content-type="text/html" xlink:href="https://gssrjournal.com/article/Much-of-a-Muchness-The-Role-of-Gender-Similarity-in-a-Relationship-between-LMX-and-OCB"/>
<self-uri content-type="pdf" xlink:href="https://gssrjournal.com/pdf/gssr/RdcVcomwv8.pdf"/>
<supplementary-material id="suppl-pdf" content-type="pdf" xlink:href="https://gssrjournal.com/pdf/gssr/RdcVcomwv8.pdf">
  <label>PDF</label>
  <caption>
    <title>Full Text PDF</title>
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</supplementary-material>
  <abstract>
    <p>The current study, contextualizes in the higher education context of Pakistan, adopts a gender lens for the relationship of gender similarity with LMX (Leader Member Exchange) and OCB (Organizational Citizenship Behaviors). Also, the study attempts investigation of the moderating effects of gender similarity in the relationship of LMX with OCB. The study adopts a quantitative approach with a crosssectional survey design. Multistage proportionate stratified random sampling is employed for the sample of 1008 full-time faculty from 7 Public and 7 Private, HEC recognized universities across Rawalpindi and Islamabad. Standardized 12-item LMXMDM and 12-item OCB scales are employed. Statistical analysis include descriptive statistics, Exploratory Factor Analysis (EFA) and moderated linear regression. The study ends in equivocal findings regarding the moderating role of gender similarity in a relationship of LMX with OCB across the sample public and private sector universities. The study also yields mixed findings regarding the relationship of gender similarity with LMX. Further the findings of the study do not support the proposition of relationship of gender similarity with OCB.</p>
  </abstract>
<kwd-group kwd-group-type="author-keywords">
  <kwd>Gender Similarity</kwd>
  <kwd>LMX and OCB</kwd>
</kwd-group>
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</front>
<body>
<sec id="sec-1">
  <title>Table 1. Sample of Public Sector Universities</title>
</sec>
<sec id="sec-2">
  <title>Table 2. Sample of Private Sector Universities</title>
<table-wrap id="table1"><label>Table 1</label><caption><title>Table 1</title></caption><table><tbody><tr><td><p><bold>Public Universities</bold></p></td><td><p><bold>F. Total</bold></p></td><td><p><bold>M. Total</bold></p></td><td><p><bold>Total</bold></p></td></tr><tr><td>AIR</td><td><p>26</p></td><td><p>40</p></td><td><p>66</p></td></tr><tr><td>Bahria</td><td><p>45</p></td><td><p>61</p></td><td><p>106</p></td></tr><tr><td>NUML</td><td><p>68</p></td><td><p>69</p></td><td><p>137</p></td></tr><tr><td>ARID</td><td><p>35</p></td><td><p>65</p></td><td><p>100</p></td></tr><tr><td>FJWU</td><td><p>78</p></td><td><p>20</p></td><td><p>98</p></td></tr><tr><td>AIOU</td><td><p>38</p></td><td><p>51</p></td><td><p>89</p></td></tr><tr><td>Urdu</td><td><p>26</p></td><td><p>44</p></td><td><p>70</p></td></tr></tbody></table></table-wrap>
</sec>
<table-wrap id="table2"><label>Table 2</label><caption><title>Table 2</title></caption><table><tbody><tr><td><bold>Private Universities</bold></td><td><bold>F. Total</bold></td><td><bold>M. Total</bold></td><td><bold>Total</bold></td></tr><tr><td>FAST</td><td>22</td><td>44</td><td>66</td></tr><tr><td>IQRA</td><td>39</td><td>43</td><td>82</td></tr><tr><td>ZABIST</td><td>11</td><td>25</td><td>36</td></tr><tr><td>HAMDARD</td><td>15</td><td>21</td><td>36</td></tr><tr><td>FAUJI</td><td>26</td><td>35</td><td>61</td></tr><tr><td>Riphah</td><td>20</td><td>24</td><td>44</td></tr><tr><td>MY University</td><td>5</td><td>12</td><td>17</td></tr></tbody></table></table-wrap><p>The sample Public sector universities consisted of 54% males and 46% females. The private sector sample universities consisted of 59% Males and 41% females.   Frequencies of the gender similar and dissimilar dyads are elaborated in Table 3.</p>
<sec id="sec-3">
  <title>Table 3. Frequencies of Gender Similar and Dissimilar Dyads</title>
<table-wrap id="table3"><label>Table 3</label><caption><title>Table 3</title></caption><table><tbody><tr><td><p><bold>Dyads</bold></p></td><td><p><bold>Frequency</bold></p></td><td><p><bold>Percent</bold></p></td></tr><tr><td><p>M-MHOD</p></td><td><p>324</p></td><td><p>43.6</p></td></tr><tr><td><p>F-FHOD</p></td><td><p>116</p></td><td><p>15.6</p></td></tr><tr><td><p>M-FHOD</p></td><td><p>89</p></td><td><p>12.0</p></td></tr><tr><td><p>F-MHOD</p></td><td><p>214</p></td><td><p>28.8</p></td></tr></tbody></table></table-wrap>
</sec>
<p>The frequency of dyadic tenure with the current supervisor is more in the sample public sector universities as compared to private sector universities as depicted in Table 4</p>
<sec id="sec-4">
<table-wrap id="table4"><label>Table 4</label><caption><title>Dyadic Tenure with the Current Supervisor</title></caption><table><tbody><tr><td colspan="6"><p><bold>Public Universities</bold></p></td></tr><tr><td colspan="3" rowspan="2"><p><bold>GHOD</bold></p></td><td colspan="2"><p><bold>LHOD</bold></p></td><td><p><bold>Total</bold></p></td></tr><tr><td><p><bold>1-5</bold></p></td><td><p><bold>6-10</bold></p></td></tr><tr><td rowspan="3">Male</td><td rowspan="2">Gender</td><td>Male</td><td><p>137</p></td><td><p>63</p></td><td><p>200</p></td></tr><tr><td>Female</td><td><p>104</p></td><td><p>28</p></td><td><p>132</p></td></tr><tr><td colspan="2">Total</td><td><p>241</p></td><td><p>91</p></td><td><p>332</p></td></tr><tr><td rowspan="3">Female</td><td rowspan="2">Gender</td><td>Male</td><td><p>39</p></td><td><p>23</p></td><td><p>62</p></td></tr><tr><td>Female</td><td><p>64</p></td><td><p>29</p></td><td><p>93</p></td></tr><tr><td colspan="2">Total</td><td><p>103</p></td><td><p>52</p></td><td><p>155</p></td></tr><tr><td colspan="6"><p><bold>Private Universities</bold></p></td></tr><tr><td rowspan="3">Male</td><td rowspan="2">Gender</td><td>Male</td><td><p>109</p></td><td><p>15</p></td><td><p>124</p></td></tr><tr><td>Female</td><td><p>78</p></td><td><p>4</p></td><td><p>82</p></td></tr><tr><td colspan="2">Total</td><td><p>187</p></td><td><p>19</p></td><td><p>206</p></td></tr><tr><td rowspan="3">Female</td><td rowspan="2">Gender</td><td>Male</td><td><p>22</p></td><td><p>5</p></td><td><p>27</p></td></tr><tr><td>Female</td><td><p>19</p></td><td><p>4</p></td><td><p>23</p></td></tr><tr><td colspan="2">Total</td><td><p>41</p></td><td><p>9</p></td><td><p>50</p></td></tr></tbody></table></table-wrap>
</sec>
<list list-type="bullet"><list-item><p>Measures</p></list-item></list><p>The dependent variable of the study is OCB which was measured through a standardized 12-item OCB scale by MacKenzie et al. (<xref ref-type="bibr" rid="ref148582">1993</xref>). This explicit self-report scale gathers information from subordinates (<italic>N=743</italic>) pertaining to the four dimensions of OCB namely: civic virtue, altruism, sportsmanship, and conscientiousness on a 7-point Likert scale. Out of the 12 items, items 1, 2, 3 measure civic virtue. Items 4, 5, 6 measure Sportsmanship. Items 7, 8, 9 measure Altruism. Items 10, 11, 12 measure Conscientiousness. Sample items include: &quot;I attend functions that are not required but that help the university&apos;s image&quot;, &quot;I help orient new employees even though it is not required&quot;.</p><p>The independent variable of the study is LMX which was measured through a 12-Item LMX-MDM (Leader-Member Exchange - Multi Dimensional Measure) developed by Liden and Maslyn (<xref ref-type="bibr" rid="ref148578">1998</xref>). The questionnaire elicited subordinates&apos; (<italic>N=743</italic>) self-reports for assessing the quality of their relationship with their supervisor across four facets of LMX-MDM: affect, loyalty, contribution and professional respect using a 5-point Likert scale ranging from 1 (strongly disagree) to 5 (strongly agree). Sample items include: &quot;I like my supervisor very much as a person&quot;; &quot;My supervisor would come to my defense if I were criticized by others in the university&quot;.</p><p>The study is based on self- reports from the subordinates because they are in a better perspective to evaluate the quality of their association with their supervisor. Further the nature of this study warrants an elicitation of the subjective experiences of subordinates&apos; engagement in OCB.</p><list list-type="bullet"><list-item><p>Reliability and validity assessment</p></list-item><list-item><p>The Exploratory Factor Analysis for 12 item LMX-MDM resulted in the loading of all items on to a single factor depicting strong inter item correlation. The Exploratory Factor Analysis for 12 item OCB resulted in loading of all items neatly across four factors: civic virtue, altruism, conscientiousness and sportsmanship.</p></list-item></list>
<sec id="sec-5">
  <title>Table 5. Descriptive and Psychometrics Properties of the Scales Used in the Present Study (N = 743)</title>
<table-wrap id="table5"><label>Table 5</label><caption><title>Table 5</title></caption><table><tbody><tr><td rowspan="2"><p><bold>Variables</bold></p></td><td rowspan="2"><p><bold>Items No</bold></p></td><td rowspan="2"><p><bold>M</bold></p></td><td rowspan="2"><p><bold>SD</bold></p></td><td rowspan="2"><p><bold>α</bold></p></td><td><p><bold>Score</bold></p></td><td><p><bold>Range</bold></p></td><td rowspan="2"><p><bold>Skew</bold></p></td><td rowspan="2"><p><bold>Kurt</bold></p></td></tr><tr><td><p><bold>Potential </bold></p></td><td><p><bold>Actual</bold></p></td></tr><tr><td><bold>OCB</bold></td><td><p>12</p></td><td><p>64.86</p></td><td><p>7.76</p></td><td><p>.70</p></td><td><p>12-84</p></td><td>36-84</td><td><p>-0.53</p></td><td><p>0.54</p></td></tr><tr><td>Civic Virtue</td><td><p>3</p></td><td><p>15.02</p></td><td><p>3.05</p></td><td><p>.48</p></td><td><p>3-21</p></td><td>3-21</td><td><p>-0.75</p></td><td><p>0.80</p></td></tr><tr><td>Sportsmanship</td><td><p>3</p></td><td><p>15.87</p></td><td><p>3.39</p></td><td><p>.64</p></td><td><p>3-21</p></td><td>6-21</td><td><p>-0.63</p></td><td><p>-0.24</p></td></tr><tr><td>Altruism</td><td><p>3</p></td><td><p>16.91</p></td><td><p>2.74</p></td><td><p>.61</p></td><td><p>3-21</p></td><td>5-21</td><td><p>-1.01</p></td><td><p>0.89</p></td></tr><tr><td>Conscientiousness</td><td><p>3</p></td><td><p>17.07</p></td><td><p>3.20</p></td><td><p>.84</p></td><td><p>3-21</p></td><td>4-21</td><td><p>-1.14</p></td><td><p>0.85</p></td></tr><tr><td><bold>LMX</bold></td><td><p>12</p></td><td><p>64.87</p></td><td><p>7.77</p></td><td><p>.94</p></td><td><p>12-84</p></td><td>36-84</td><td><p>-0.53</p></td><td><p>0.54</p></td></tr></tbody></table></table-wrap>
</sec>
<p><italic>Note. M= Mean; SD = Standard Deviation; LMX =Leader Member exchange</italic></p><p>Table 5 shows descriptive statistics, alpha reliability coefficients, and skewness and kurtosis of OCB, CMS, and LMX along with its subscales. The table also shows the Mean and Standard deviation of the scales. All the scales are adequately reliable indicating that the scale are internally consistent. Table 1 also shows skewness and kurtosis values that shows data are normally distributed.</p><list list-type="bullet"><list-item><p>Results</p></list-item><list-item><p>Gender Similarity and LMX</p></list-item></list><p>Hypothesis 1a posited that the subordinates in gender similar LMX dyads would report a high quality of LMX in comparison to those in gender dissimilar LMX dyads. Hypothesis 1b posited that female subordinates in the gender similar LMX dyads will report a high quality of LMX in comparison to male subordinates in gender similar LMX dyads. The result of one way ANOVA for the public and private sector universities is depicted in Table 6 and Table 7 respectively.</p>
<sec id="sec-6">
<table-wrap id="table6"><label>Table 6</label><caption><title>Mean, Standard deviation, and F-values on LMX, among Similar and Dissimilar Gender Dyads (N =487) for Public Sector Universities.</title></caption><table><tbody><tr><td rowspan="2"> </td><td colspan="2"><p><bold>1</bold></p><p><bold>M-MHOD</bold></p></td><td colspan="2"><p><bold>2</bold></p><p><bold>F-FHOD</bold></p></td><td colspan="2"><p><bold>3</bold></p><p><bold>M-FHOD</bold></p></td><td colspan="2"><p><bold>4</bold></p><p><bold>F-MHOD</bold></p></td><td colspan="2" rowspan="2"> </td></tr><tr><td colspan="2"><p><bold>(</bold><italic><bold>n </bold></italic><bold>= 200)</bold></p></td><td colspan="2"><p><bold>(</bold><italic><bold>n </bold></italic><bold>= 93)</bold></p></td><td colspan="2"><p><bold>(</bold><italic><bold>n </bold></italic><bold>= 62)</bold></p></td><td colspan="2"><p><bold>(</bold><italic><bold>n </bold></italic><bold>= 132)</bold></p></td></tr><tr><td><p><bold>Scale LMX</bold></p></td><td><p><bold>M</bold></p></td><td><p><bold>SD</bold></p></td><td><p><bold>M</bold></p></td><td><p><bold>SD</bold></p></td><td><p><bold>M</bold></p></td><td><p><bold>SD</bold></p></td><td><p><bold>M</bold></p></td><td><p><bold>SD</bold></p></td><td><p><bold>F-value</bold></p><p><bold>B/w gps</bold></p></td><td><p><bold>p-value</bold></p><p><bold>B/w gps</bold></p></td></tr><tr><td> </td><td><p>61.38</p></td><td><p>15.0</p></td><td><p>66.62</p></td><td>11.59</td><td><p>62.90</p></td><td><p>14.46</p></td><td><p>62.87</p></td><td><p>14.17</p></td><td><p>2.91</p></td><td><p>.03</p></td></tr></tbody></table></table-wrap>
</sec>
<p><italic>Note: M=Mean; SD=Standard Deviation; LMX=Leader Member Exchange</italic></p><p>Table 6 shows the group mean differences on OCB and its subscales among similar and cross-gender dyads for public sector universities. Results show that there are significant differences among four types of dyads on LMX. The results further demonstrate that among the gender similar dyads, female gender similar LMX dyads exhibit significant differences (M=66.62, SD=11.59) with the male gender similar dyads (M=61.38, SD=15.0), as well as with both male gender dissimilar dyads (M=62.90, SD=14.46) and female gender dissimilar dyads (M=62.87, SD=14.14) on LMX quality (F (3, 483) =2.91, <italic>p </italic>= .03).</p>
<sec id="sec-7">
<table-wrap id="table7"><label>Table 7</label><caption><title>Mean, Standard deviation, and F-values on LMX, among Similar and Dissimilar Gender Dyads (N =256) for Private Sector Universities.</title></caption><table><tbody><tr><td rowspan="2"> </td><td colspan="2"><p><bold>1</bold></p><p><bold>M-MHOD</bold></p></td><td colspan="2"><p><bold>2</bold></p><p><bold>F-FHOD</bold></p></td><td colspan="2"><p><bold>3</bold></p><p><bold>M-FHOD</bold></p></td><td colspan="2"><p><bold>4</bold></p><p><bold>F-MHOD</bold></p></td><td rowspan="2"> </td><td rowspan="2"> </td></tr><tr><td colspan="2"><p><bold>(</bold><italic><bold>n </bold></italic><bold>= 124)</bold></p></td><td colspan="2"><p><bold>(</bold><italic><bold>n </bold></italic><bold>= 23)</bold></p></td><td colspan="2"><p><bold>(</bold><italic><bold>n </bold></italic><bold>= 27)</bold></p></td><td colspan="2"><p><bold>(</bold><italic><bold>n </bold></italic><bold>= 82)</bold></p></td></tr><tr><td><p><bold>Scale LMX</bold></p></td><td><p><bold>M</bold></p></td><td><p><bold>SD</bold></p></td><td><p><bold>M</bold></p></td><td><p><bold>SD</bold></p></td><td><p><bold>M</bold></p></td><td><p><bold>SD</bold></p></td><td><p><bold>M</bold></p></td><td><p><bold>SD</bold></p></td><td><p><bold>F-value</bold></p><p><bold>B/w gps</bold></p></td><td><p><bold>p-value</bold></p><p><bold>B/w gps</bold></p></td></tr><tr><td> </td><td><p>65.56</p></td><td><p>12.36</p></td><td><p>57.60</p></td><td><p>10.04</p></td><td><p>65.44</p></td><td><p>10.97</p></td><td><p>61.69</p></td><td><p>12.94</p></td><td><p>3.77</p></td><td><p>.01</p></td></tr></tbody></table></table-wrap>
</sec>
<p><italic>Note: M=Mean; SD=Standard Deviation; LMX=Leader Member Exchange</italic></p><p>Table 7 shows the group mean differences on OCB and its subscales among similar and cross-gender dyads for private sector universities. Results show that there are significant differences among four types of dyads on OCB and its subscales. The results further demonstrate that among the gender similar dyads, Male gender similar LMX dyads (M=65.56, SD=12.36) exhibited significant differences not only with the female gender similar dyads (M=57.60, SD=10.04) but also with both male gender dissimilar dyads (M=65.44, SD=10.97) and female gender dissimilar dyads (M=61.69, SD=12.94) on LMX quality (F (3, 252) =3.77, <italic>p</italic>=.01). The ANOVA results for the public and private sector universities provided partial support for hypotheses 1a and 1b.</p><list list-type="bullet"><list-item><p>Gender Similarity and OCB</p></list-item><list-item><p>Hypothesis 2 posited that Female subordinates in the gender similar LMX dyads will report high OCB in comparison to male subordinates in gender similar LMX dyads across selected public and private sector universities of Rawalpindi and Islamabad. The results of One Way ANOVA for the public and private sector universities is depicted in Table 8 and Table 9 respectively.</p></list-item></list>
<sec id="sec-8">
<table-wrap id="table8"><label>Table 8</label><caption><title>Mean, Standard Deviation, and F-values on OCB, and its Subscales among Similar and Dissimilar Gender Dyads (N =487) for Public Sector Universities.</title></caption><table><tbody><tr><td rowspan="2"> </td><td colspan="2"><p><bold>1</bold></p><p><bold>M-MHOD</bold></p></td><td colspan="2"><p><bold>2</bold></p><p><bold>F-FHOD</bold></p></td><td colspan="2"><p><bold>3</bold></p><p><bold>M-FHOD</bold></p></td><td colspan="2"><p><bold>4</bold></p><p><bold>F-MHOD</bold></p></td><td rowspan="2"> </td><td rowspan="2"> </td></tr><tr><td colspan="2"><p><bold>(</bold><italic><bold>n </bold></italic><bold>= 200)</bold></p></td><td colspan="2"><p><bold>(</bold><italic><bold>n </bold></italic><bold>= 93)</bold></p></td><td colspan="2"><p><bold>(</bold><italic><bold>n </bold></italic><bold>= 62)</bold></p></td><td colspan="2"><p><bold>(</bold><italic><bold>n </bold></italic><bold>= 132)</bold></p></td></tr><tr><td><p><bold>Scale</bold></p></td><td><p><bold>M</bold></p></td><td><p><bold>SD</bold></p></td><td><p><bold>M</bold></p></td><td><p><bold>SD</bold></p></td><td><p><bold>M</bold></p></td><td><p><bold>SD</bold></p></td><td><p><bold>M</bold></p></td><td><p><bold>SD</bold></p></td><td><p><bold>F-value</bold></p><p><bold>B/w gps</bold></p></td><td><p><bold>p-value</bold></p><p><bold>B/w gps</bold></p></td></tr><tr><td>OCB</td><td><p>65.03</p></td><td><p>7.61</p></td><td><p>66.61</p></td><td><p>6.87</p></td><td><p>65.66</p></td><td><p>7.17</p></td><td><p>65.53</p></td><td><p>7.74</p></td><td><p>.95</p></td><td><p>.41</p></td></tr><tr><td>Civic</td><td><p>14.93</p></td><td><p>2.95</p></td><td><p>15.68</p></td><td><p>2.72</p></td><td><p>15.25</p></td><td><p>2.36</p></td><td><p>15.12</p></td><td><p>3.14</p></td><td><p>1.46</p></td><td><p>.22</p></td></tr><tr><td>Sport</td><td><p>15.89</p></td><td><p>3.44</p></td><td><p>15.80</p></td><td><p>3.57</p></td><td><p>16.54</p></td><td><p>3.04</p></td><td><p>15.53</p></td><td><p>3.88</p></td><td><p>1.15</p></td><td><p>.32</p></td></tr><tr><td>Altr</td><td><p>17.25</p></td><td><p>2.36</p></td><td><p>17.35</p></td><td><p>2.54</p></td><td><p>16.61</p></td><td><p>2.77</p></td><td><p>17.57</p></td><td><p>2.47</p></td><td><p>2.15</p></td><td><p>.09</p></td></tr><tr><td>Con.</td><td><p>16.96</p></td><td><p>2.99</p></td><td><p>17.76</p></td><td><p>2.77</p></td><td><p>17.24</p></td><td><p>2.92</p></td><td><p>17.29</p></td><td><p>2.76</p></td><td><p>1.66</p></td><td><p>.17</p></td></tr></tbody></table></table-wrap>
</sec>
<p><italic>Note.</italic> <italic>OCB= organizational Citizenship Behavior,</italic> <italic>civic =Civic Virtue, sports=Sportsmanship, Altr=Altruism, con=Conscientiousness </italic></p><p>Table 8 shows the group mean differences on OCB and its subscales among similar and cross-gender dyads for public sector universities. Results show that there are non-significant differences among four types of dyads on OCB and its subscales across both public and private sector universities thereby rejecting hypothesis 2.</p>
<sec id="sec-9">
<table-wrap id="table9"><label>Table 9</label><caption><title>Mean, Standard deviation, and F-values on OCB, and its Subscales among Similar and Dissimilar Gender Dyads (N =256) for Private Sector Universities.</title></caption><table><tbody><tr><td rowspan="2"> </td><td colspan="2"><p><bold>1</bold></p><p><bold>M-MHOD</bold></p></td><td colspan="2"><p><bold>2</bold></p><p><bold>F-FHOD</bold></p></td><td colspan="2"><p><bold>3</bold></p><p><bold>M-FHOD</bold></p></td><td colspan="2"><p><bold>4</bold></p><p><bold>F-MHOD</bold></p></td><td rowspan="2"> </td><td rowspan="2"> </td></tr><tr><td colspan="2"><p><bold>(</bold><italic><bold>n </bold></italic><bold>= 124)</bold></p></td><td colspan="2"><p><bold>(</bold><italic><bold>n </bold></italic><bold>= 23)</bold></p></td><td colspan="2"><p><bold>(</bold><italic><bold>n </bold></italic><bold>= 27)</bold></p></td><td colspan="2"><p><bold>(</bold><italic><bold>n </bold></italic><bold>= 82)</bold></p></td></tr><tr><td><p><bold>Scale</bold></p></td><td><p><bold>M</bold></p></td><td><p><bold>SD</bold></p></td><td><p><bold>M</bold></p></td><td><p><bold>SD</bold></p></td><td><p><bold>M</bold></p></td><td><p><bold>SD</bold></p></td><td><p><bold>M</bold></p></td><td><p><bold>SD</bold></p></td><td><p><bold>F-value</bold></p><p><bold>B/w gps</bold></p></td><td><p><bold>p-value</bold></p><p><bold>B/w gps</bold></p></td></tr><tr><td>OCB</td><td><p>63.83</p></td><td><p>8.75</p></td><td><p>62.73</p></td><td><p>8.13</p></td><td><p>64.62</p></td><td><p>7.17</p></td><td><p>63.03</p></td><td><p>7.65</p></td><td><p>.38</p></td><td><p>.76</p></td></tr><tr><td>Civic</td><td><p>14.77</p></td><td><p>3.33</p></td><td><p>14.86</p></td><td><p>4.00</p></td><td><p>15.37</p></td><td><p>2.55</p></td><td><p>14.41</p></td><td><p>3.26</p></td><td><p>.60</p></td><td><p>.61</p></td></tr><tr><td>Sport</td><td><p>16.12</p></td><td><p>2.98</p></td><td><p>15.08</p></td><td><p>3.01</p></td><td><p>16.44</p></td><td><p>3.12</p></td><td><p>15.53</p></td><td><p>3.13</p></td><td><p>1.44</p></td><td><p>.23</p></td></tr><tr><td>Altr</td><td><p>16.23</p></td><td><p>3.12</p></td><td><p>16.04</p></td><td><p>3.14</p></td><td><p>16.48</p></td><td><p>3.16</p></td><td><p>16.15</p></td><td><p>2.95</p></td><td><p>.10</p></td><td><p>.95</p></td></tr><tr><td>Con.</td><td><p>16.70</p></td><td><p>4.04</p></td><td><p>16.73</p></td><td><p>3.12</p></td><td><p>16.33</p></td><td><p>4.26</p></td><td><p>16.92</p></td><td><p>3.14</p></td><td><p>.18</p></td><td><p>.91</p></td></tr></tbody></table></table-wrap>
</sec>
<p><italic>Note.</italic> <italic>OCB= organizational Citizenship Behavior,</italic> <italic>civic =Civic Virtue, sports=Sportsmanship, Altr=Altruism, con=Conscientiousness </italic></p><p>Table 9 shows the group mean differences on OCB and its subscales among similar and cross-gender dyads for private sector universities. Results show that there are non-significant differences among four types of dyads on OCB and its subscales</p><list list-type="bullet"><list-item><p>Moderating role of Gender Similarity in a relationship of LMX with OCB</p></list-item><list-item><p>Hypothesis 3 postulated that the relationship between LMX and OCB would be moderated by Gender similarity. The effect of LMX on OCB would be higher for female gender similar dyads than male gender similar dyads across the public and private sector universities of Rawalpindi and Islamabad. </p></list-item><list-item><p>Simple moderation analysis was used to estimate and test hypotheses about the paths of casual influence from LMX on OCB, through the proposed dichotomous gender dyads variable (0= gender dissimilar dyads, 1=Gender similar dyads). In order to calculate the effect of this simple moderation, the PROCESS macro of Hayes (2013) was used.</p></list-item><list-item><p>Multiple regression analyses were conducted for sample public sector universities to assess each component of the proposed moderation model. The results are presented in Table 10 and figure 1. The results exhibits the association between LMX and OCB (a-path) and the interaction effect of LMX and dichotomous gender dyads on OCB.</p></list-item><list-item><p>Table 10 illustrates that LMX exhibited an insignificant effect on OCB (β = .002, <italic>t </italic>(483) = -.051, <italic>p</italic> = .960). Gender similarity exhibited a significant effect on OCB (β = -9.30, <italic>t </italic>(483) = -3.02, <italic>p</italic> = .003). The interaction effect of LMX and gender similarity was significant (β = .147, <italic>t </italic>(483) = 3.08, 2= .003). </p></list-item><list-item><p>The overall model was significant F (3,483) = 8.16, <italic>p</italic>=.00, R<sup>2</sup> =.22.  Under the condition of the significance of gender similar dyads (<italic>t</italic>=.00). This model significantly explained 22% of the variance in OCB. The resultant slope of the moderation analysis is exhibited in Fig 1.</p></list-item></list>
<sec id="sec-10">
<table-wrap id="table10"><label>Table 10</label><caption><title>Moderating role of Gender Dyads on Relationship between LMX and OCB on the Sample of Public University (N=487)</title></caption><table><tbody><tr><td> </td><td colspan="4"><p><bold>OCB</bold></p></td></tr><tr><td><bold>Antecedent</bold></td><td><p><bold>B</bold></p></td><td><p><bold>SE</bold></p></td><td><p><bold>T</bold></p></td><td><p><bold>P</bold></p></td></tr><tr><td>constant</td><td><p>65.454</p></td><td><p>2.381</p></td><td><p>27.488</p></td><td><p>.000</p></td></tr><tr><td>Dyads</td><td><p>-9.305</p></td><td><p>3.074</p></td><td><p>-3.027</p></td><td><p>.003</p></td></tr><tr><td>lmx</td><td><p>.002</p></td><td><p>.037</p></td><td><p>.051</p></td><td><p>.960</p></td></tr><tr><td>Dyads x LMX</td><td><p>.147</p></td><td><p>.048</p></td><td><p>3.086</p></td><td><p>.002</p></td></tr></tbody></table></table-wrap>
</sec>
<list list-type="bullet"><list-item><p><italic>Note.</italic> <italic>OCB= organizational Citizenship Behavior, LMX=Leader Member Exchange, Dyads =dichotomous (1=gender similar, 0=gender dissimilar)</italic></p></list-item></list>
<fig id="fig-1"><alt-text>Figure 1: Public Sector Universities</alt-text><caption><title>Figure 1: Public Sector Universities</title></caption><graphic xlink:href="https://gssrjournal.com/RdcVcomwv8/imagexXYJlh2H.png"/></fig>
<p>Multiple regression analyses were conducted for sample private sector universities to assess each component of the proposed moderation model. The results are presented in Table 11 and figure 2. The results exhibits the association between LMX and OCB (a-path) and the interaction effect of LMX and dichotomous gender dyads on OCB.</p><p>The overall model was insignificant F (3,252) = 4.00 <italic>p</italic>=.008, <italic>R</italic><sup><italic>2</italic></sup> =.21. Under the condition of the significance of gender similar dyads (<italic>p</italic>=.00) his model significantly explained 21% of the variance in OCB. The resultant slope of the moderation analysis is exhibited in Fig 2</p><p>Table 11 illustrates that LMX exhibited an insignificant effect on OCB (β = .084, <italic>t </italic>(252) = 1.36, <italic>p</italic> = .174). Gender similarity exhibited an insignificant effect on OCB (β = -5.51, <italic>t </italic>(252) = -1.04, <italic>p</italic> = .298). The interaction effect of LMX and gender similarity was insignificant (β = .087, <italic>t </italic>(252) = 1.06, <italic>p</italic>= .288).</p>
<sec id="sec-11">
<table-wrap id="table11"><label>Table 11</label><caption><title>Moderating Role of Gender Dyads on Relationship between LMX and OCB on the Sample of Private UNIVERSITY (N=256)</title></caption><table><tbody><tr><td> </td><td colspan="4"><p><bold>OCB</bold></p></td></tr><tr><td><bold>Antecedent</bold></td><td><p><bold>B</bold></p></td><td><p><bold>SE</bold></p></td><td><p><bold>T</bold></p></td><td><p><bold>P</bold></p></td></tr><tr><td>constant</td><td><p>58.171</p></td><td><p>3.935</p></td><td><p>14.784</p></td><td><p>.000</p></td></tr><tr><td>Dyads</td><td><p>-5.515</p></td><td><p>5.284</p></td><td><p>1.044</p></td><td><p>.298</p></td></tr><tr><td>lmx</td><td><p>.084</p></td><td><p>.062</p></td><td><p>1.363</p></td><td><p>.174</p></td></tr><tr><td>Dyads x LMX</td><td><p>.087</p></td><td><p>.082</p></td><td><p>1.065</p></td><td><p>.288</p></td></tr></tbody></table></table-wrap>
</sec>
<list list-type="bullet"><list-item><p><italic>Note.</italic> <italic>OCB= organizational Citizenship Behavior, LMX=Leader Member Exchange, Dyads =dichotomous (1=gender similar, 0=gender dissimilar)</italic></p></list-item></list>
<fig id="fig-2"><alt-text>Figure 2: Private Sector Universities</alt-text><caption><title>Figure 2: Private Sector Universities</title></caption><graphic xlink:href="https://gssrjournal.com/RdcVcomwv8/imagejME065Vw.png"/></fig>
<list list-type="bullet"><list-item><p>Discussion</p></list-item></list><p>The current study adopted a gender focus in analyzing the relationship between LMX and OCB primarily owing to the fact that gender is a pertinent factor that has the propensity to render influence on social processes within the organizational contexts (Wayne et al., <xref ref-type="bibr" rid="ref148618">1994</xref>). The current study contextualized in the higher education sector of Pakistan is anchored in the similarity-attraction paradigm which provided a reference for theorizing the relationship of gender similarity in relation to LMX and OCB. Therefore while the study sought to contribute to the knowledge base pertaining to the similarity attraction paradigm, it also aimed at elucidating the mechanism through which LMX predicts OCB.</p><p>Hypothesis 1a posited that the subordinates in gender similar LMX dyads would report a high quality of LMX in comparison to those in gender dissimilar LMX dyads. Hypothesis 1b posited that female subordinates in the gender similar LMX dyads will report a high quality LMX in comparison to male subordinates in gender similar LMX dyads. The results demonstrated that in the sample public sector universities, female gender similar LMX dyads reported a high quality of LMX not only in comparison with their male counterpart but also with both male and female gender dissimilar dyads. Interestingly for the sample private sector universities, contrary to our hypothesis male gender similar LMX dyads reported a high quality of LMX not only in comparison with their counterpart female gender similar dyads but also with both male and female gender dissimilar dyads.</p><p>The equivocal findings yielded by the study with reference to hypothesis 1a, 1b are also supported by the literature (Thomas, <xref ref-type="bibr" rid="ref148607">2013</xref>; Lo et al., <xref ref-type="bibr" rid="ref148580">2009</xref>). The findings, equivocal as they may be, yet brings forth a pattern of gender oriented differential treatment by the supervisors towards their subordinates across the selected public and private sector universities of Rawalpindi and Islamabad. While the finding of high quality LMX reported by male subordinates in gender similar dyads in male dominated private universities lend support to hypothesis 1a; it also alludes to a &apos;boys club&apos; with a tendency towards gender differential treatment. In the similar vein while the high quality LMX reported by female subordinates in gender similar dyads in male dominated sample public universities lend support to hypothesis 1a  and 1b, it also alludes to a female support network whereby female supervisors developed an trusting relationship with female subordinates.   More studies are warranted to elucidate the nature of relationships among both the male and female gender similar dyads across the private and public sector sample universities.</p><p>In the sample public sector universities within the female gender similar dyads, 68.8% female faculty reported a dyadic tenure that ranged from 1-5 years with the current female supervisor while 31.1% reported a dyadic tenure that ranged from 6-10 years with the current female supervisor. In the sample private sector universities within the female gender similar dyads, 82.6% female faculty reported a dyadic tenure that ranged from 1-5 years with the current female supervisor while 17.3% reported a dyadic tenure that ranged from 6-10 years with the current female supervisor. It may well be possible that female subordinates in gender similar dyads in the sample private universities had a relatively short dyadic tenure with their supervisors in comparison to those in the public sector sample. As a consequence the affect based trust between the female supervisor and female subordinates in LMX dyads at the private sector universities may not have been adequately developed to a point where it manifested as OCB.  Trust develops over a period of time (Harrison et al., <xref ref-type="bibr" rid="ref148572">1998</xref>) before its effects transpires at the organizational level. The finding that the female subordinates in gender similar dyads in private sector did not report high quality of LMX in sample private sector universities may be explained by the social identity theory (Gaertner &amp; Dovidio, <xref ref-type="bibr" rid="ref148565">2008</xref>). As per the theory, the female supervisors owing to their numerical minority may have identified themselves with the male majority for maintaining their positive identity. By doing so they may have enacted a leadership role non-stereotypically in an agentic manner like their male colleagues. The female subordinates consequently could not identify themselves with such supervisors and hence the trusting LMX relationship could not have forged which could subsequently motivate them to engage in OCB.</p><p>The current study failed to provide support for hypothesis 2 that female subordinates in gender similar LMX dyads will report high OCB in comparison to their counterparts across the sample public and private universities. This is evident from the fact that no mean differences were found in the OCBs of both the male and female gender similar dyads. Therefore the study rejects the hypothesis 2. While the finding is in conformity with a study by Thomas (<xref ref-type="bibr" rid="ref148607">2013</xref>) in the US context it however contrasted with a s study by Tourigny et al. (<xref ref-type="bibr" rid="ref148608">2017</xref>) in the context of Chinese manufacturing industry where gender similarity in female LMX dyads predicted OCB. Findings of the present study also contrasted with a study by Farrel and Finkelstein (<xref ref-type="bibr" rid="ref148563">2007</xref>).</p><p>The study reported mixed findings for hypothesis 3 which posited a moderation effect of gender similarity in a relationship between LMX and OCB. While the study reported a significant moderation effect of gender similarity in in the sample public sector universities, it however alluded to an insignificant moderation effect of gender similarity for the sample private sector universities thereby discounting the similarity effect of gender of both the supervisor and the subordinates in intervening the effect of LMX on OCB. This finding is consistent with studies conducted elsewhere (e.g. Soldner, 2009; Estiri at al., 2017; Brownell, <xref ref-type="bibr" rid="ref148552">2010</xref>).</p><p>As the study contributed findings to the relevant knowledge base, in due process it also made a practical contribution by validating the psychometric properties of the scales used in the study. While this was warranted to ascertain the relevance of scales in Pakistani context, yet it was also carried out in response to the evoked urge (Liden &amp; Maslyn, <xref ref-type="bibr" rid="ref148578">1998</xref>) for ascertaining the generalizability of the construct across various contexts. A pertinent finding by the current study in this regard was the validation of unidimensionality of LMX-MDM rather than the multidimensionality as initially conceptualized by Liden and Maslyn (<xref ref-type="bibr" rid="ref148578">1998</xref>). This finding corroborate with that of other studies  (e.g. Joseph, Newman &amp; Sin, 2011; Scherbaum et al. <xref ref-type="bibr" rid="ref148601">2006</xref>) whereby the factor analysis resulted in the loading of all four facets of LMX-MDM onto a single factor, thereby suggesting strong item correlation.</p><p>The findings of the study must be interpreted by taking into consideration the limitations of the research. The current study employs a cross-sectional design and therefore imbibes the limitations that are inherent in cross-sectional designs. It is suggested that for conclusive findings longitudinal study designs must be employed for examining the interactive effect of gender in influencing the quality LMX and its subsequent effect in engagement of OCB. While the subordinate self-reports form the basis of present research; it would be worthwhile to incorporate the perceptions of the immediate supervisors as well for more conclusive findings.</p><p><break/></p>
</body>
<back>
<fn-group content-type="conflict-of-interest">
  <title>Conflict of Interest</title>
  <fn fn-type="conflict">
<p>The authors declare that they have no conflicts of interest.</p>
  </fn>
</fn-group>
<fn-group content-type="ethics-statement">
  <title>Ethics Statement</title>
  <fn fn-type="ethics">
<p>This study did not require formal ethics approval.</p>
  </fn>
</fn-group>
<fn-group content-type="data-availability">
  <title>Data Availability</title>
  <fn fn-type="data-availability-statement">
<p>Data sharing is not applicable to this article.</p>
  </fn>
</fn-group>
<app-group>
  <app id="app-suppl">
    <title>Supplementary Materials</title>
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    <title>Full Text PDF</title>
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