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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher">AJA</journal-id>
      <journal-title-group>
        <journal-title>The Arab Journal of Administration</journal-title>
        <abbrev-journal-title abbrev-type="publisher">Arab J Adm</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="ppub">1110-5453</issn>
      <issn pub-type="epub">2663-4473</issn>
      <publisher>
        <publisher-name>Arab Administrative Development Organization, League of Arab States</publisher-name>
        <publisher-loc>2 El Hegaz Street, Roxy, Heliopolis, Cairo, Egypt</publisher-loc>
      </publisher>
      <self-uri xlink:href="https://ajajournal.org/aja/about"/>
      <self-uri xlink:href="https://ajajournal.org/aja/issue/view/50"/>
    </journal-meta>

    <article-meta>
      <article-id pub-id-type="doi">10.21608/aja.2025.356476.1791</article-id>
      <article-id pub-id-type="url">https://ajajournal.org/aja/article/view/689</article-id>

      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Marketing</subject>
          <subject>Communication</subject>
          <subject>Humor</subject>
          <subject>Brand equity</subject>
          <subject>Customer relationships</subject>
          <subject>Fast food restaurants</subject>
          <subject>X platform</subject>
          <subject>Saudi Arabia</subject>
        </subj-group>
      </article-categories>

      <title-group>
        <article-title>Impact of Humor Communication Message Elements on Brand Equity Mediated by Customer Relationships: A Study on Fast Food Restaurant Customers via the X Platform in Saudi Arabia</article-title>
      </title-group>

      <contrib-group>
        <contrib contrib-type="author" corresp="yes">
          <name>
            <surname>Al-Nsour</surname>
            <given-names>Iyad Abdel Fattah</given-names>
          </name>
          <role>Professor of Marketing Communication</role>
          <aff id="aff1">
            <institution>College of Media and Communication, Imam Mohammad Ibn Saud Islamic University (IMSIU)</institution>
            <addr-line>Riyadh</addr-line>
            <country country="SA">Saudi Arabia</country>
          </aff>
          <email>Nsour_2005@yahoo.com</email>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Al-Saleh</surname>
            <given-names>Nada Homoud</given-names>
          </name>
          <role>Assistant Professor of Marketing Communication</role>
          <aff id="aff1"/>
          <email>nadaha.dr@gmail.com</email>
        </contrib>
      </contrib-group>

      <aff id="aff1">
        <institution>College of Media and Communication, Imam Mohammad Ibn Saud Islamic University (IMSIU)</institution>
        <addr-line>Riyadh</addr-line>
        <country country="SA">Saudi Arabia</country>
      </aff>

      <pub-date pub-type="epub">
        <day>28</day><month>01</month><year>2026</year>
      </pub-date>
      <pub-date pub-type="ppub">
        <day>28</day><month>02</month><year>2026</year>
      </pub-date>

      <history>
        <date date-type="received"><day>28</day><month>01</month><year>2025</year></date>
        <date date-type="accepted"><day>13</day><month>07</month><year>2025</year></date>
        <date date-type="published"><day>28</day><month>01</month><year>2026</year></date>
      </history>

      <volume>46</volume>
      <issue>1</issue>
      <fpage>83</fpage>
      <lpage>106</lpage>

      <permissions>
        <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by-nc/4.0/">
          <license-p>This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0).</license-p>
        </license>
      </permissions>

      <abstract>
        <p>The study aimed to measure the impact of humorous message elements on brand equity in fast-food restaurants in Saudi Arabia. The independent variable is the humorous message, comprising three sub-variables: timing, content, and customization. The dependent variable is brand equity, comprising emotional association, brand recall, and brand attention. The mediator is customer relationships. A quantitative, analytical-descriptive design was used. The population is all Saudi customers of fast-food restaurants who engage on the X platform (16.84 million Saudis in 2024). A judgment (purposive) sample was used; the minimum sample size reached 385 individuals. A fully structured questionnaire was distributed via Google Drive, achieving a full response rate.</p>
        <p>Findings: there is a moderate positive effect of humorous message timing on emotional association and a small positive effect on brand attention. Humor content has a small positive effect on emotional association and brand attention. Humor customization has a small positive effect on emotional association and brand recall. Overall, humorous message elements jointly have a high positive effect on brand equity in fast-food restaurants. Timing shows a moderate positive effect on brand equity, while content and customization show small positive effects. The mediator (customer relationships) is statistically significant and mediates the link between humorous messages and brand equity. The study offers practical implications for decision-makers in Saudi fast-food restaurants.</p>
      </abstract>

      <kwd-group kwd-group-type="author">
        <kwd>Communication message</kwd>
        <kwd>Humor</kwd>
        <kwd>Brand equity</kwd>
        <kwd>Customer relationships</kwd>
        <kwd>Fast food restaurants</kwd>
        <kwd>X platform</kwd>
        <kwd>Saudi Arabia</kwd>
      </kwd-group>
    </article-meta>
  </front>

  <body>
    <sec>
      <title>Introduction</title>
      <p>Humor is a widely used construct that gathers interactive elements driving people to laugh and enjoy. It is commonly deployed in televised comedy films, talk shows, and product advertising. Scholars agree that humor is a mechanism that triggers laughter or playful reactions when exposed to specific stimuli; it forms part of the recipient’s emotional development toward an event or trigger. In marketing, humor is a powerful communication tool in competitive markets and a vehicle for persuasive messages.</p>
    </sec>

    <sec>
      <title>Literature Review</title>

      <sec>
        <title>Theoretical foundations of humor and mirth</title>
        <p>Laughter is a human practice to escape social pressure and difficult life conditions. Bergson viewed laughter as a social function that reduces fear of ridicule and sustains attentive contact. Freud argued that sarcasm is a common element tied to fear of mockery. The classic typology distinguishes four humor categories: spontaneous, commercial, textual, and emotional. Spontaneous humor appears in leisure media, commercial humor entertains and supports sales, textual humor appears in political communication and democratic contexts, and emotional humor signals taste and style. Humor is a reaction to environmental stimuli, conveyed through amusing words or acts, often involving incongruity, playfulness, sarcasm, or irony. It reduces tension and affects physical, psychological, and emotional well-being.</p>
      </sec>

      <sec>
        <title>Importance of humor in communication</title>
        <p>Humor in marketing communication increases attention, delivers unexpected and memorable content, and leverages emotions within customer relationships. Positive, non-aggressive humor enhances competitiveness and is seen as a flexible, low-cost tool in fast-moving markets. Humor styles include affiliative (sharing jokes), self-enhancing (light on life’s contradictions), aggressive (sarcasm), and self-defeating. All styles reduce stress but differ in social impact. Humor can fail if misaligned with context or culture, underscoring the need for situationally appropriate, audience-fit humor.</p>
      </sec>

      <sec>
        <title>Relationship between humorous message elements and brand equity</title>
        <p>Research links humor to brand awareness, recall, emotional attachment, and word of mouth. Effective timing increases spread and reputation while lowering mass-promotion costs. Humor content that is funny, relevant, non-intrusive, innovative, and entertaining improves emotional association and attention. Poorly received humor—sad or off-tone content—reduces sharing willingness. Humor fosters enjoyment and surprise, encouraging positive engagement. Integrating humor in messages can improve prices, demand, and sales by boosting awareness, recall, acceptance, trust, association, and purchase intent, thereby elevating brand equity.</p>
      </sec>
    </sec>

    <sec>
      <title>Problem Statement</title>
      <p>Prior studies show mixed evidence on humor’s effectiveness across cultures and sectors. In Saudi Arabia, humor is prevalent in ads and events, and most Saudis on X are young and engaged. Yet empirical evidence on humorous communication in fast-food brand equity is scarce. The main question: What is the effect of humorous communication message elements on brand equity for fast-food restaurants on the X platform in Riyadh?</p>
      <p>Sub-questions:</p>
      <list list-type="bullet">
        <list-item><p>What is the effect of humorous message timing on brand equity?</p></list-item>
        <list-item><p>What is the effect of humorous message content on brand equity?</p></list-item>
        <list-item><p>What is the effect of humorous message customization on brand equity?</p></list-item>
      </list>
    </sec>

    <sec>
      <title>Objectives</title>
      <p>Main objective: Measure the effect of humorous communication message elements on brand equity in Saudi fast-food restaurants.</p>
      <p>Specific objectives:</p>
      <list list-type="bullet">
        <list-item><p>Measure the effect of humorous message timing on brand equity.</p></list-item>
        <list-item><p>Measure the effect of humorous message content on brand equity.</p></list-item>
        <list-item><p>Measure the effect of humorous message customization on brand equity.</p></list-item>
      </list>
    </sec>

    <sec>
      <title>Study Design</title>

      <sec>
        <title>Population</title>
        <p>The population is all Saudi customers of fast-food restaurants who post comments or interactions on the X platform. Saudi X users numbered 16.84 million in 2024 (45.3% of the population).</p>
      </sec>

      <sec>
        <title>Sample</title>
        <p>A judgment (purposive) sample was used to select respondents with relevant characteristics. The minimum required sample size was 385.</p>
      </sec>

      <sec>
        <title>Unit of analysis</title>
        <p>Saudi fast-food restaurant customers who are active on X.</p>
      </sec>

      <sec>
        <title>Instrument and data collection</title>
        <p>A structured questionnaire (Google Drive) was developed drawing on prior studies. Experts reviewed items for content validity. The final e-questionnaire was distributed as described; all distributed forms were returned and analyzed (100% usable response).</p>
      </sec>

      <sec>
        <title>Measures</title>
        <p>A five-point Likert scale (1 very low to 5 very high) measured: humorous message (timing, content, customization), brand equity (emotional association, brand recall, brand attention), and customer relationships (mediator). Relative thresholds: ≥4.2 very high; 3.6–&lt;4.2 high; 2.4–&lt;3.6 moderate; 1.6–&lt;2.4 low; &lt;1.6 very low.</p>
      </sec>

      <sec>
        <title>Data analysis</title>
        <p>Descriptive statistics (means, SDs, relative frequencies) were used. PLS-SEM (SmartPLS) tested the model. Indicators: standardized beta, t, p; f², R², Q²; SRMR, NFI, chi-square. Validity: convergent (loadings, CR, AVE, rho_A) and discriminant (cross-loadings, Fornell–Larcker). GoF assessed model fit.</p>
      </sec>
    </sec>

    <sec>
      <title>Data and Results</title>

      <sec>
        <title>Descriptive statistics</title>
        <p>Humorous message overall mean = 3.162 (moderate); timing = 3.349; content = 3.307; customization = 2.830. Brand equity overall mean = 2.906 (moderate); emotional association = 2.900; brand recall = 2.906; brand attention = 2.994.</p>
        <table-wrap id="tbl1">
          <label>Table 1</label>
          <caption>Descriptive statistics of study variables (Likert 1–5)</caption>
          <table frame="hsides" rules="groups" width="100%">
            <thead>
              <tr>
                <th>Item</th><th>Mean</th><th>SD</th><th>Very Low (%)</th><th>Low (%)</th><th>Moderate (%)</th><th>High (%)</th><th>Very High (%)</th><th>Degree</th>
              </tr>
            </thead>
            <tbody>
              <tr><td>X11</td><td>3.414</td><td>1.010</td><td>1.0</td><td>18.2</td><td>36.4</td><td>27.3</td><td>17.2</td><td>Moderate</td></tr>
              <tr><td>X12</td><td>3.323</td><td>1.067</td><td>3.0</td><td>19.2</td><td>37.4</td><td>23.2</td><td>17.2</td><td>Moderate</td></tr>
              <tr><td>X13</td><td>3.384</td><td>1.218</td><td>7.1</td><td>17.2</td><td>29.3</td><td>23.2</td><td>23.2</td><td>Moderate</td></tr>
              <tr><td>X14</td><td>3.273</td><td>1.168</td><td>4.0</td><td>25.3</td><td>30.2</td><td>20.2</td><td>20.2</td><td>Moderate</td></tr>
              <tr><td colspan="9"><em>Timing (aggregate)</em>: Mean 3.349; SD 1.116; Very Low 3.78; Low 19.98; Moderate 33.33; High 23.5; Very High 19.45 (Moderate)</td></tr>
              <tr><td>X21</td><td>3.303</td><td>1.092</td><td>4.0</td><td>19.2</td><td>36.4</td><td>23.2</td><td>17.2</td><td>Moderate</td></tr>
              <tr><td>X22</td><td>3.394</td><td>1.123</td><td>3.0</td><td>20.2</td><td>32.3</td><td>23.2</td><td>21.2</td><td>Moderate</td></tr>
              <tr><td>X23</td><td>3.374</td><td>1.121</td><td>5.1</td><td>15.2</td><td>37.4</td><td>22.2</td><td>20.2</td><td>Moderate</td></tr>
              <tr><td>X24</td><td>3.172</td><td>1.204</td><td>8.1</td><td>21.2</td><td>35.4</td><td>16.2</td><td>19.2</td><td>Moderate</td></tr>
              <tr><td>X25</td><td>3.293</td><td>1.172</td><td>5.1</td><td>22.2</td><td>31.3</td><td>21.2</td><td>20.2</td><td>Moderate</td></tr>
              <tr><td colspan="9"><em>Content (aggregate)</em>: Mean 3.307; SD 1.143; Very Low 5.06; Low 19.6; Moderate 34.56; High 21.2; Very High 19.6 (Moderate)</td></tr>
              <tr><td>X31</td><td>3.343</td><td>1.135</td><td>7.1</td><td>14.1</td><td>33.3</td><td>28.3</td><td>17.2</td><td>Moderate</td></tr>
              <tr><td>X32</td><td>3.475</td><td>1.119</td><td>4.0</td><td>15.2</td><td>32.3</td><td>26.3</td><td>22.2</td><td>Moderate</td></tr>
              <tr><td>X33</td><td>3.343</td><td>1.090</td><td>5.1</td><td>14.1</td><td>40.4</td><td>22.2</td><td>18.2</td><td>Moderate</td></tr>
              <tr><td>X34</td><td>3.253</td><td>1.146</td><td>5.1</td><td>23.2</td><td>30.3</td><td>24.2</td><td>17.2</td><td>Moderate</td></tr>
              <tr><td colspan="9"><em>Customization (aggregate)</em>: Mean 2.830; SD 1.274; Very Low 20.1; Low 19.213; Moderate 29.75; High 19.6; Very High 11.363 (Moderate)</td></tr>
              <tr><td colspan="9"><em>Humorous message (overall)</em>: Mean 3.162; SD 1.178; Very Low 9.647; Low 19.598; Moderate 32.547; High 21.433; Very High 16.804 (Moderate)</td></tr>
              <tr><td>Y11</td><td>2.787</td><td>1.329</td><td>22.6</td><td>19.4</td><td>28.4</td><td>16.1</td><td>13.5</td><td>Moderate</td></tr>
              <tr><td>Y12</td><td>3.045</td><td>1.340</td><td>19.4</td><td>12.9</td><td>27.7</td><td>23.9</td><td>16.1</td><td>Moderate</td></tr>
              <tr><td>Y13</td><td>2.987</td><td>1.358</td><td>20.6</td><td>14.2</td><td>27.1</td><td>21.9</td><td>16.1</td><td>Moderate</td></tr>
              <tr><td>Y14</td><td>2.890</td><td>1.327</td><td>20.0</td><td>19.4</td><td>26.5</td><td>20.0</td><td>14.2</td><td>Moderate</td></tr>
              <tr><td>Y15</td><td>2.871</td><td>1.352</td><td>21.9</td><td>17.4</td><td>27.1</td><td>18.7</td><td>14.8</td><td>Moderate</td></tr>
              <tr><td>Y16</td><td>2.819</td><td>1.351</td><td>23.2</td><td>18.1</td><td>25.8</td><td>19.4</td><td>13.5</td><td>Moderate</td></tr>
              <tr><td colspan="9"><em>Emotional association</em>: Mean 2.900; SD 1.343; Moderate</td></tr>
              <tr><td>Y21</td><td>2.852</td><td>1.333</td><td>21.3</td><td>18.1</td><td>29.7</td><td>16.1</td><td>14.8</td><td>Moderate</td></tr>
              <tr><td>Y22</td><td>2.961</td><td>1.343</td><td>20.0</td><td>16.8</td><td>25.2</td><td>23.2</td><td>14.8</td><td>Moderate</td></tr>
              <tr><td>Y23</td><td>2.858</td><td>1.297</td><td>21.3</td><td>16.8</td><td>27.7</td><td>23.2</td><td>11.0</td><td>Moderate</td></tr>
              <tr><td>Y24</td><td>2.916</td><td>1.294</td><td>18.7</td><td>17.4</td><td>31.6</td><td>18.1</td><td>14.2</td><td>Moderate</td></tr>
              <tr><td>Y25</td><td>2.936</td><td>1.303</td><td>18.1</td><td>19.4</td><td>27.7</td><td>20.6</td><td>14.2</td><td>Moderate</td></tr>
              <tr><td colspan="9"><em>Brand recall</em>: Mean 2.906; SD 1.314; Moderate</td></tr>
              <tr><td>Y31</td><td>2.961</td><td>1.338</td><td>17.4</td><td>20.6</td><td>28.4</td><td>15.5</td><td>18.1</td><td>Moderate</td></tr>
              <tr><td>Y32</td><td>3.032</td><td>1.311</td><td>18.1</td><td>16.1</td><td>23.9</td><td>28.4</td><td>13.5</td><td>Moderate</td></tr>
              <tr><td>Y33</td><td>2.961</td><td>1.333</td><td>20.6</td><td>14.2</td><td>27.7</td><td>23.2</td><td>14.2</td><td>Moderate</td></tr>
              <tr><td>Y34</td><td>3.020</td><td>1.312</td><td>17.4</td><td>16.8</td><td>27.7</td><td>22.6</td><td>15.5</td><td>Moderate</td></tr>
              <tr><td colspan="9"><em>Brand attention</em>: Mean 2.994; SD 1.324; Moderate</td></tr>
              <tr><td colspan="9"><em>Brand equity (overall)</em>: Mean 2.936; SD 1.321; Moderate</td></tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>

      <sec>
        <title>Validity and reliability</title>
        <p>Cross-loadings showed each item loaded highest on its construct; discriminant validity was met. Convergent validity was supported: all loadings &gt; 0.78; CR &gt; 0.91; AVE &gt; 0.74; rho_A &gt; 0.85. Fornell–Larcker criterion was satisfied.</p>
        <table-wrap id="tbl2">
          <label>Table 2</label>
          <caption>Cross-loadings, AVE, CR, rho_A, and VIF</caption>
          <table frame="hsides" rules="groups" width="100%">
            <thead>
              <tr>
                <th>Construct</th><th>Item</th><th>Loading</th><th>AVE</th><th>CR</th><th>rho_A</th>
              </tr>
            </thead>
            <tbody>
              <tr><td rowspan="4">Timing (X1)</td><td>X11</td><td>0.935</td><td rowspan="4">0.824</td><td rowspan="4">0.949</td><td rowspan="4">0.935</td></tr>
              <tr><td>X12</td><td>0.908</td></tr>
              <tr><td>X13</td><td>0.934</td></tr>
              <tr><td>X14</td><td>0.877</td></tr>
              <tr><td rowspan="5">Content (X2)</td><td>X21</td><td>0.882</td><td rowspan="5">0.793</td><td rowspan="5">0.950</td><td rowspan="5">0.936</td></tr>
              <tr><td>X22</td><td>0.879</td></tr>
              <tr><td>X23</td><td>0.861</td></tr>
              <tr><td>X24</td><td>0.919</td></tr>
              <tr><td>X25</td><td>0.910</td></tr>
              <tr><td rowspan="4">Customization (X3)</td><td>X31</td><td>0.901</td><td rowspan="4">0.781</td><td rowspan="4">0.935</td><td rowspan="4">0.911</td></tr>
              <tr><td>X32</td><td>0.874</td></tr>
              <tr><td>X33</td><td>0.872</td></tr>
              <tr><td>X34</td><td>0.888</td></tr>
              <tr><td rowspan="5">Brand recall (Y1)</td><td>Y21</td><td>0.855</td><td rowspan="5">0.844</td><td rowspan="5">0.956</td><td rowspan="5">0.939</td></tr>
              <tr><td>Y22</td><td>0.901</td></tr>
              <tr><td>Y23</td><td>0.911</td></tr>
              <tr><td>Y24</td><td>0.922</td></tr>
              <tr><td>Y25</td><td>0.907</td></tr>
              <tr><td rowspan="4">Brand attention (Y2)</td><td>Y31</td><td>0.891</td><td rowspan="4">0.844</td><td rowspan="4">0.956</td><td rowspan="4">0.940</td></tr>
              <tr><td>Y32</td><td>0.929</td></tr>
              <tr><td>Y33</td><td>0.914</td></tr>
              <tr><td>Y34</td><td>0.919</td></tr>
              <tr><td rowspan="6">Brand association (Y3)</td><td>Y11</td><td>0.864</td><td rowspan="6">0.744</td><td rowspan="6">0.953</td><td rowspan="6">0.944</td></tr>
              <tr><td>Y12</td><td>0.805</td></tr>
              <tr><td>Y13</td><td>0.886</td></tr>
              <tr><td>Y14</td><td>0.908</td></tr>
              <tr><td>Y15</td><td>0.891</td></tr>
              <tr><td>Y16</td><td>0.920</td></tr>
            </tbody>
          </table>
        </table-wrap>

        <table-wrap id="tbl3">
          <label>Table 3</label>
          <caption>Fornell–Larcker criterion (square roots of AVE on the diagonal)</caption>
          <table frame="hsides" rules="groups" width="100%">
            <thead>
              <tr>
                <th>Construct</th><th>Timing</th><th>Content</th><th>Customization</th><th>Brand recall</th><th>Brand attention</th><th>Brand association</th>
              </tr>
            </thead>
            <tbody>
              <tr><td>Timing</td><td>0.908</td><td></td><td></td><td></td><td></td><td></td></tr>
              <tr><td>Content</td><td>0.891</td><td>0.891</td><td></td><td></td><td></td><td></td></tr>
              <tr><td>Customization</td><td>0.884</td><td>0.783</td><td>0.659</td><td></td><td></td><td></td></tr>
              <tr><td>Brand recall</td><td>0.900</td><td>0.720</td><td>0.704</td><td>0.659</td><td></td><td></td></tr>
              <tr><td>Brand attention</td><td>0.919</td><td>0.808</td><td>0.700</td><td>0.785</td><td>0.810</td><td></td></tr>
              <tr><td>Brand association</td><td>0.888</td><td>0.901</td><td>0.823</td><td>0.735</td><td>0.823</td><td>0.810</td></tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>

      <sec>
        <title>Hypotheses testing (direct effects)</title>
        <p>Path analysis (PLS-SEM) showed significant direct effects as in Table 4. Most p-values are below 0.05, supporting the proposed directional relationships.</p>
        <table-wrap id="tbl4">
          <label>Table 4</label>
          <caption>Direct effect path analysis</caption>
          <table frame="hsides" rules="groups" width="100%">
            <thead>
              <tr>
                <th>H</th><th>Relationship</th><th>Std. Beta</th><th>Std. Error</th><th>t</th><th>p</th><th>f²</th><th>R²</th><th>Q²</th><th>Decision</th>
              </tr>
            </thead>
            <tbody>
              <tr><td>H1</td><td>Timing → Brand association (BASS)</td><td>0.385</td><td>0.100</td><td>3.892</td><td>0.001</td><td>0.243</td><td>0.655</td><td>0.493</td><td>Positive, moderate</td></tr>
              <tr><td>H2</td><td>Timing → Brand attention (BATT)</td><td>0.302</td><td>0.113</td><td>2.668</td><td>0.008</td><td>0.103</td><td>0.547</td><td>0.455</td><td>Positive, weak</td></tr>
              <tr><td>H3</td><td>Timing → Brand recall (BR)</td><td>0.208</td><td>0.120</td><td>1.769</td><td>0.078</td><td>0.033</td><td>0.432</td><td>0.343</td><td>Not significant</td></tr>
              <tr><td>H4</td><td>Content → Brand association</td><td>0.350</td><td>0.104</td><td>3.329</td><td>0.001</td><td>0.138</td><td>0.657</td><td>0.514</td><td>Positive, moderate</td></tr>
              <tr><td>H5</td><td>Content → Brand attention</td><td>0.421</td><td>0.127</td><td>3.269</td><td>0.001</td><td>0.139</td><td>0.613</td><td>0.507</td><td>Positive, moderate</td></tr>
              <tr><td>H6</td><td>Content → Brand recall</td><td>0.229</td><td>0.129</td><td>1.729</td><td>0.084</td><td>0.033</td><td>0.491</td><td>0.394</td><td>Not significant</td></tr>
              <tr><td>H7</td><td>Customization → Brand association</td><td>0.223</td><td>0.089</td><td>2.478</td><td>0.014</td><td>0.079</td><td>0.568</td><td>0.431</td><td>Positive, weak</td></tr>
              <tr><td>H8</td><td>Customization → Brand attention</td><td>0.168</td><td>0.126</td><td>1.364</td><td>0.173</td><td>0.034</td><td>0.485</td><td>0.400</td><td>Not significant</td></tr>
              <tr><td>H9</td><td>Customization → Brand recall</td><td>0.405</td><td>0.130</td><td>3.082</td><td>0.002</td><td>0.147</td><td>0.514</td><td>0.411</td><td>Positive, weak</td></tr>
              <tr><td>—</td><td>Timing → Brand equity (aggregate)</td><td>0.327</td><td>0.106</td><td>3.072</td><td>0.002</td><td>0.162</td><td>0.744</td><td>0.529</td><td>Positive, moderate</td></tr>
              <tr><td>—</td><td>Content → Brand equity (aggregate)</td><td>0.344</td><td>0.118</td><td>2.926</td><td>0.004</td><td>0.129</td><td>0.744</td><td>0.529</td><td>Positive, weak</td></tr>
              <tr><td>—</td><td>Customization → Brand equity (aggregate)</td><td>0.278</td><td>0.099</td><td>2.804</td><td>0.005</td><td>0.117</td><td>0.744</td><td>0.529</td><td>Positive, weak</td></tr>
              <tr><td>H10</td><td>Humorous message → Brand equity</td><td>0.869</td><td>0.037</td><td>23.553</td><td>&lt;0.001</td><td>0.887</td><td>0.749</td><td>0.530</td><td>Positive, high</td></tr>
            </tbody>
          </table>
        </table-wrap>

        <sec>
          <title>Effect size (f²)</title>
          <p>Effect sizes align with Cohen thresholds: timing → association (moderate), timing → attention (small), content → association/attention (moderate), customization → association/recall (small), aggregate humorous message → brand equity (high).</p>
        </sec>

        <sec>
          <title>Explained variance (R²)</title>
          <p>R²: emotional association 0.655; brand attention 0.657; brand recall 0.514; brand equity 0.749. These indicate substantial explanatory power (above 0.26).</p>
        </sec>

        <sec>
          <title>Predictive relevance (Q²)</title>
          <p>All Q² values are positive; Q² for brand equity is 0.529, indicating strong predictive relevance.</p>
          <table-wrap id="tbl5">
            <label>Table 5</label>
            <caption>Q² values</caption>
            <table frame="hsides" rules="groups" width="60%">
              <thead>
                <tr><th>Construct</th><th>SSO</th><th>SSE</th><th>Q² = 1 - SSE/SSO</th></tr>
              </thead>
              <tbody>
                <tr><td>Timing</td><td>396.000</td><td>396.000</td><td>0.000</td></tr>
                <tr><td>Content</td><td>495.000</td><td>495.000</td><td>0.000</td></tr>
                <tr><td>Customization</td><td>396.000</td><td>396.000</td><td>0.000</td></tr>
                <tr><td>Brand equity (aggregate)</td><td>1485.000</td><td>699.177</td><td>0.529</td></tr>
              </tbody>
            </table>
          </table-wrap>
        </sec>

        <sec>
          <title>Model fit</title>
          <p>SRMR = 0.060 (&lt;0.08); NFI = 0.720; chi-square = 1050.044; d_ULS = 1.458; d_G = 2.441. GoF indicates acceptable model fit for PLS-SEM.</p>
          <table-wrap id="tbl6">
            <label>Table 6</label>
            <caption>Goodness-of-fit indicators</caption>
            <table frame="hsides" rules="groups" width="60%">
              <thead>
                <tr><th>Indicator</th><th>Saturated model</th><th>Estimated model</th></tr>
              </thead>
              <tbody>
                <tr><td>SRMR</td><td>0.060</td><td>0.060</td></tr>
                <tr><td>d_ULS</td><td>1.458</td><td>1.458</td></tr>
                <tr><td>d_G</td><td>2.441</td><td>2.441</td></tr>
                <tr><td>Chi-square</td><td>1050.044</td><td>1050.044</td></tr>
                <tr><td>NFI</td><td>0.720</td><td>0.720</td></tr>
              </tbody>
            </table>
          </table-wrap>
        </sec>

        <sec>
          <title>Mediation analysis</title>
          <p>Customer relationships significantly mediate the link between humorous message and brand equity (indirect effect 0.270, t=3.019, p=0.003), accounting for 45.3% of the total effect, with a significant remaining direct effect (0.596, t=6.840, p&lt;0.001).</p>
          <table-wrap id="tbl7">
            <label>Table 7</label>
            <caption>Mediation (customer relationships as mediator)</caption>
            <table frame="hsides" rules="groups" width="100%">
              <thead>
                <tr><th>Path</th><th>Std. Beta</th><th>Std. Error</th><th>t</th><th>p</th><th>Decision</th></tr>
              </thead>
              <tbody>
                <tr><td>Humorous message → Customer relationships → Timing</td><td>0.627</td><td>0.063</td><td>10.015</td><td>0.000</td><td>Positive, supported</td></tr>
                <tr><td>Humorous message → Customer relationships → Content</td><td>0.668</td><td>0.055</td><td>12.109</td><td>0.000</td><td>Positive, supported</td></tr>
                <tr><td>Humorous message → Customer relationships → Customization</td><td>0.637</td><td>0.058</td><td>10.996</td><td>0.000</td><td>Positive, supported</td></tr>
                <tr><td>Humorous message → Customer relationships → Brand equity (indirect)</td><td>0.270</td><td>0.089</td><td>3.019</td><td>0.003</td><td>Positive, supported</td></tr>
                <tr><td>Humorous message → Brand equity (direct)</td><td>0.596</td><td>0.087</td><td>6.840</td><td>0.000</td><td>Positive, supported</td></tr>
              </tbody>
            </table>
          </table-wrap>

          <table-wrap id="tbl8">
            <label>Table 8</label>
            <caption>Indirect vs. direct effects (shares of total effect)</caption>
            <table frame="hsides" rules="groups" width="80%">
              <thead>
                <tr><th>Path</th><th>Indirect effect</th><th>t</th><th>Share of total (%)</th><th>95% CI (bias-corrected)</th><th>Decision</th></tr>
              </thead>
              <tbody>
                <tr><td>Humorous message → Customer relationships → Brand equity</td><td>0.270</td><td>3.019</td><td>45.3</td><td>[0.095, 0.449]</td><td>Full mediation supported</td></tr>
                <tr><td>Humorous message → Brand equity (direct)</td><td>0.596</td><td>6.840</td><td>54.7</td><td>[0.417, 0.764]</td><td>Direct effect supported</td></tr>
              </tbody>
            </table>
          </table-wrap>
        </sec>
      </sec>

      <sec>
        <title>Discussion</title>
        <p>Humorous message timing shows moderate positive effects on emotional association and brand equity, aligning with situational humor and rapid-response literature. Humor content yields small-to-moderate effects on association and attention; weak effects on recall reflect limited use of rich, visual, and story-based humor by brands studied. Humor customization shows weak effects, suggesting current personalization is insufficient to create meaningful, self-expressive experiences. However, the aggregate humorous message strongly boosts brand equity, confirming humor’s holistic value.</p>
      </sec>

      <sec>
        <title>Practical Implications</title>
        <list list-type="bullet">
          <list-item><p>Institutionalize humor as a strategic capability; train frontline marketers in light, respectful humor to ease information delivery and customer engagement.</p></list-item>
          <list-item><p>Use positive, non-aggressive humor; avoid offensive or self-defeating styles. Prioritize customer well-being and comfort.</p></list-item>
          <list-item><p>Align timing with seasons, holidays, and emergent events to maximize relevance and spread at lower promotion cost.</p></list-item>
          <list-item><p>Invest in thoughtful, culturally sensitive personalization; blend stories, witty wording, visuals, and short-form video tailored to segments.</p></list-item>
          <list-item><p>Balance humor with product-context fit to avoid misinterpretation and protect loyalty, reputation, and purchase intent.</p></list-item>
        </list>
      </sec>

      <sec>
        <title>Limitations and Future Research</title>
        <p>The purposive sample limits generalizability; future work should use probabilistic sampling. Extend to other sectors (apparel, cosmetics, autos, electronics) and to emerging formats (AR/VR, short video). Examine cultural nuance in Saudi digital humor and test humor in turbulent versus stable contexts.</p>
      </sec>

      <sec>
        <title>Conclusion</title>
        <p>Humor, when well-timed and well-crafted, enhances brand equity for Saudi fast-food brands. Timing carries the strongest single-element effect; content and customization add smaller gains. Customer relationships significantly mediate humor’s impact, underscoring the relational pathway. Brands should professionalize humorous communication to unlock its equity potential.</p>
      </sec>

      <fig id="fig1" position="float">
        <label>Figure 1</label>
        <caption>Conceptual model of the study (humorous message elements → customer relationships (mediator) → brand equity dimensions)</caption>
        <graphic xlink:href="https://aradorganization-my.sharepoint.com/:i:/g/personal/rsamir_arado_org/IQCFERVvvI8nT7jAs2t2rvGgAeKriDAjbbIFBPt3xpmypYc?e=PL0IAX"/>
      </fig>
    </sec>
  </body>

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