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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher">AJA</journal-id>
      <journal-id journal-id-type="nlm-ta">Arab J. Admin.</journal-id>
      <issn pub-type="ppub">1110-5453</issn>
      <issn pub-type="epub">2663-4473</issn>
      <journal-title-group>
        <journal-title>The Arab Journal of Administration</journal-title>
      </journal-title-group>
      <publisher>
        <publisher-name>Arab Administrative Development Organization, League of Arab States</publisher-name>
        <publisher-loc>Cairo, Egypt</publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.21608/aja.2022.154227.1303</article-id>
      <article-id pub-id-type="publisher-id">873</article-id>
      <self-uri content-type="html" xlink:href="https://ajajournal.org/aja/article/view/873"/>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Research Article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>The Mediating Role of Brand Awareness in the Relationship between Social Media Quality and Brand Image: An Applied Study on the Private Higher Education Institutions in Egypt</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Mussa</surname>
            <given-names>Mona H.</given-names>
          </name>
          <aff xlink:href="#aff1"/>
          <email>mona-hamed@eru.edu.eg</email>
        </contrib>
      </contrib-group>
      <aff id="aff1">
        <institution>Faculty of Management Professional Technology and Computers</institution>
        <institution>The Egyptian Russian University</institution>
        <addr-line>
          <city>Cairo</city>
          <country country="EG">Egypt</country>
        </addr-line>
      </aff>
      <pub-date pub-type="epub">
        <month>11</month>
        <year>2022</year>
      </pub-date>
      <pub-date pub-type="ppub">
        <month>02</month>
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>02</month>
        <year>2026</year>
      </pub-date>
      <history>
        <date date-type="received">
          <month>08</month>
          <year>2022</year>
        </date>
        <date date-type="accepted">
          <month>11</month>
          <year>2022</year>
        </date>
        <date date-type="rev-recd">
          <day>26</day>
          <month>01</month>
          <year>2026</year>
        </date>
      </history>
      <volume>46</volume>
      <issue>1</issue>
      <fpage>279</fpage>
      <lpage>292</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 research focuses on the role of brand awareness as a mediator in the relationship between social media quality and brand image in the private higher education institutions in Egypt from the student’s perspective. The quantitative method was the research method. The primary data was collected by the online questionnaire from the students enrolled in private universities in Egypt. Convenience sampling was used. The sample size was 400. A total of 384 responses were collected and valid. The data were analyzed via (SPSS v22). The findings indicated that there is a significant relationship between social media quality and brand image, and brand awareness mediates this relationship. Additionally, the model has a high ability to predict the brand image through social media quality and brand awareness. The study recommends private universities to depend on social media as a strategic marketing communication tool to create brand awareness and a memorable brand image. The research is limited to the private universities in Egypt, and findings may apply to other institutions.</p>
      </abstract>
      <kwd-group kwd-group-type="author">
        <kwd>Social Media</kwd>
        <kwd>Brand Awareness</kwd>
        <kwd>Brand Image</kwd>
        <kwd>Private Higher Education Originations</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-intro">
      <title>Introduction</title>
      <p>The students’ brand choices or willingness to recommend their universities are affected by certain factors, such as brand awareness and brand image. The social media platform is one of the most important platforms, which significantly impacts millennial decisions, especially when they select their universities. Therefore, most private universities have attempted to have a strong presence on social media and other digital channels to increase their visibility, as well as improve their brand awareness and image. Private universities are self-governing institutions that are funded privately and have their mission and rules. In Egypt, such types of institutions are listed and operated under the supervision of the higher education ministry and the supreme council of universities.</p>
      <p>Students consider certain factors when selecting a specific university to study at. Brand image is one of the major factors that can influence students’ selection, while environment, academic standards, course availability, financial aid, unique programs, location, and social activities are also critical criteria. Therefore, private universities should adapt their strategies to guarantee competitive advantage. Student decision-making is affected mainly by the brand; universities should manage their brands to satisfy students’ needs and wants, aligning with their values and attitudes.</p>
    </sec>
    <sec id="sec-problem">
      <title>Research Problem</title>
      <p>This research addresses: Do social media constitute a fundamental antecedent for brand image through forming brand awareness? How can brand awareness alter the relationship between social media quality and brand image in the context of private universities?</p>
      <sec id="sec-questions">
        <title>Research Questions</title>
        <list list-type="bullet">
          <list-item><p>Is there a relationship between social media quality and brand awareness?</p></list-item>
          <list-item><p>Is there a relationship between brand awareness and brand image?</p></list-item>
          <list-item><p>Is there a relationship between social media quality and brand image?</p></list-item>
          <list-item><p>Are there differences between customers’ perceptions about the brand image based on their demographics (gender, age, internet experience, and frequency of internet usage)?</p></list-item>
        </list>
      </sec>
    </sec>
    <sec id="sec-objectives">
      <title>Research Objectives</title>
      <list list-type="bullet">
        <list-item><p>Investigate the relationship between social media quality and brand awareness.</p></list-item>
        <list-item><p>Investigate the relationship between brand awareness and brand image.</p></list-item>
        <list-item><p>Explore the relationship between social media quality and brand image.</p></list-item>
        <list-item><p>Identify differences between customers’ perceptions about brand image based on demographics (gender, age, internet experience, frequency of internet usage).</p></list-item>
      </list>
    </sec>
    <sec id="sec-lit">
      <title>Literature review</title>
      <sec>
        <title>Brand and social media</title>
        <p>Brand is a distinct name and/or symbol that identifies goods and services from competitors. Brands are critical assets; managing them to create awareness and differentiation is essential. Building brand equity progresses through differentiation, relevance, and esteem, serving navigation, security, and engagement functions. Social media influences 97% of customers via peer comments, providing low-cost reach and trust-based influence. Thus, private universities moved brands to social media to build emotional relationships and become students’ first choice.</p>
      </sec>
      <sec>
        <title>Social media and brand awareness</title>
        <p>Social media helps develop solid customer relationships, enhancing brand recall and recognition—key dimensions of brand awareness. Brand awareness, a core of brand equity, increases recall frequency. Social media supplies information, engagement, and exposure, aiding awareness—the first stage of purchase. Quality of social media (content, credibility, usability) affects awareness; investing in social media marketing boosts reach and awareness.</p>
      </sec>
      <sec>
        <title>Brand awareness and brand image</title>
        <p>In private higher education, brand image—associations, favorability, strength, uniqueness—drives choice and loyalty, and should be stable. Image reflects brand memory based on perceived advantages and attributes, creating competitive advantage. Brand awareness shapes communication and perceptions, encouraging e-WOM that reinforces image. Promotion and advertising shape awareness; awareness affects preferences, attitudes, intention, commitment, loyalty, and image.</p>
      </sec>
      <sec>
        <title>Social media and brand image</title>
        <p>Brand image distinguishes brands and affects purchase intention. Social media builds and communicates competitive image; traditional media’s effectiveness declines relative to digital. Quality social media (ease, credibility, content relevance) shapes brand image. Digital channels (websites, social media) influence student enrollment decisions and e-WOM, enhancing image and decision-making.</p>
      </sec>
      <sec>
        <title>Mediating role of brand awareness</title>
        <p>Marketing via social media affects brand image and awareness by shaping perceptions. Brand image reflects beliefs, perceptions, feelings, and attitudes; awareness reflects perception and intention. Social media exposure enhances awareness, prompting information exchange and e-WOM, which reinforces image. Prior work shows awareness affects image; image mediates between awareness and loyalty/purchase intention. Thus, awareness may mediate the social media quality → brand image link.</p>
      </sec>
      <sec id="sec-gap">
        <title>Research gap</title>
        <p>Prior studies addressed social media effects on perceptions, attitudes, firm value, market share, performance, and brand image factors (e-WOM, price premiums), and factors influencing awareness (celebrity, mega-events). Few examined the joint relationships among brand awareness, social media quality, and brand image. This study fills that empirical gap by testing brand awareness as a mediator between social media quality and brand image in private higher education institutions.</p>
        <p>Hypotheses:</p>
        <list list-type="order">
          <list-item><p>H1: There is a relationship between social media quality and brand awareness.</p></list-item>
          <list-item><p>H2: There is a relationship between brand awareness and brand image.</p></list-item>
          <list-item><p>H3: There is a relationship between social media quality and brand image.</p></list-item>
          <list-item><p>H4: There are significant differences between customers’ perceptions of brand image based on demographics (gender, age, internet experience, frequency of internet usage).</p></list-item>
        </list>
        <fig id="fig1">
          <label>Figure 1.</label>
          <caption>Proposed research framework</caption>
          <graphic xlink:href="https://aradorganization-my.sharepoint.com/:i:/g/personal/rsamir_arado_org/IQB8_3cc_f8SRpnyxanNHfc6AcJg9zk8j8ccu6PhDJncrmc?e=cAA2RP"/>
        </fig>
      </sec>
    </sec>
    <sec id="sec-method">
      <title>Method</title>
      <p>A descriptive, quantitative design was used. Secondary data: books, journals, newspapers, websites. Primary data: an online questionnaire measuring social media quality (12 items), brand awareness (8 items), brand image (9 items) on 5-point Likert scales (1=strongly disagree to 5=strongly agree). Convenience sampling; required sample 384 at 95% confidence, ±5% error; 384 valid responses collected (from 400 invited).</p>
      <p>Instrument validity: content and construct validity conducted. Reliability assessed with Cronbach’s alpha. Analyses: descriptive stats, Cronbach’s alpha, Pearson correlations, simple regressions (H1–H3), Mann-Whitney U and Kruskal-Wallis tests (H4), and structural equation modeling (SEM) with AMOS v22 for mediation.</p>
    </sec>
    <sec id="sec-results">
      <title>Results</title>
      <sec id="sec-sample">
        <title>Descriptive analysis of the sample</title>
        <p>Gender: 58% female, 42% male. Age: 17–24 (67%) predominant. Internet experience: &gt;6 years (75.5%). Internet use: daily (96.4%). Indicates high digital engagement.</p>
      </sec>
      <sec id="sec-reliability">
        <title>Reliability</title>
        <table-wrap id="tab1">
          <label>Table 1.</label>
          <caption>Reliability test for constructs</caption>
          <table frame="hsides" rules="rows">
            <thead>
              <tr><th>Construct</th><th>Cronbach’s alpha</th><th>N of items</th></tr>
            </thead>
            <tbody>
              <tr><td>Social media quality</td><td>0.950</td><td>12</td></tr>
              <tr><td>Brand awareness</td><td>0.920</td><td>8</td></tr>
              <tr><td>Brand image</td><td>0.935</td><td>9</td></tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="sec-correlations">
        <title>Correlation analysis</title>
        <table-wrap id="tab2">
          <label>Table 2.</label>
          <caption>Pearson correlations between constructs</caption>
          <table frame="hsides" rules="rows">
            <thead>
              <tr><th></th><th>Social media quality</th><th>Brand awareness</th><th>Brand image</th></tr>
            </thead>
            <tbody>
              <tr><td>Social media quality</td><td>1</td><td>0.953**</td><td>0.915**</td></tr>
              <tr><td>Brand awareness</td><td>0.953**</td><td>1</td><td>0.904**</td></tr>
              <tr><td>Brand image</td><td>0.915**</td><td>0.904**</td><td>1</td></tr>
            </tbody>
          </table>
          <p>** Correlation is significant at the 0.01 level (2-tailed).</p>
        </table-wrap>
      </sec>
      <sec id="sec-h1">
        <title>Testing H1: Social media quality → Brand awareness</title>
        <table-wrap id="tab3">
          <label>Table 3.</label>
          <caption>ANOVA: Social media quality and brand awareness</caption>
          <table frame="hsides" rules="rows">
            <thead>
              <tr><th>Model</th><th>Sum of squares</th><th>df</th><th>Mean square</th><th>F</th><th>P-value</th></tr>
            </thead>
            <tbody>
              <tr><td>Regression</td><td>279.82</td><td>1</td><td>279.82</td><td>3742.27</td><td>&lt;0.001</td></tr>
              <tr><td>Residual</td><td>28.56</td><td>382</td><td>0.075</td><td></td><td></td></tr>
              <tr><td>Total</td><td>308.38</td><td>383</td><td></td><td></td><td></td></tr>
            </tbody>
          </table>
        </table-wrap>
        <table-wrap id="tab4">
          <label>Table 4.</label>
          <caption>Simple regression: Social media quality → Brand awareness</caption>
          <table frame="hsides" rules="rows">
            <thead>
              <tr><th>Predictor</th><th>B</th><th>SE</th><th>Beta</th><th>t</th><th>P-value</th></tr>
            </thead>
            <tbody>
              <tr><td>(Constant)</td><td>0.004</td><td>0.063</td><td></td><td>0.07</td><td>0.94</td></tr>
              <tr><td>Social media quality</td><td>1.001</td><td>0.016</td><td>0.953</td><td>61.17</td><td>&lt;0.001</td></tr>
            </tbody>
          </table>
          <p>R² = 0.907</p>
        </table-wrap>
      </sec>
      <sec id="sec-h2">
        <title>Testing H2: Brand awareness → Brand image</title>
        <table-wrap id="tab5">
          <label>Table 5.</label>
          <caption>ANOVA: Brand awareness and brand image</caption>
          <table frame="hsides" rules="rows">
            <thead>
              <tr><th>Model</th><th>Sum of squares</th><th>df</th><th>Mean square</th><th>F</th><th>P-value</th></tr>
            </thead>
            <tbody>
              <tr><td>Regression</td><td>237.80</td><td>1</td><td>237.79</td><td>1709</td><td>&lt;0.001</td></tr>
              <tr><td>Residual</td><td>53.14</td><td>382</td><td>0.139</td><td></td><td></td></tr>
              <tr><td>Total</td><td>289.90</td><td>383</td><td></td><td></td><td></td></tr>
            </tbody>
          </table>
        </table-wrap>
        <table-wrap id="tab6">
          <label>Table 6.</label>
          <caption>Simple regression: Brand awareness → Brand image</caption>
          <table frame="hsides" rules="rows">
            <thead>
              <tr><th>Predictor</th><th>B</th><th>SE</th><th>Beta</th><th>t</th><th>P-value</th></tr>
            </thead>
            <tbody>
              <tr><td>(Constant)</td><td>0.415</td><td>0.082</td><td></td><td>5.05</td><td>&lt;0.001</td></tr>
              <tr><td>Brand awareness</td><td>0.878</td><td>0.021</td><td>0.904</td><td>41.34</td><td>&lt;0.001</td></tr>
            </tbody>
          </table>
          <p>R² = 0.817</p>
        </table-wrap>
      </sec>
      <sec id="sec-h3">
        <title>Testing H3: Social media quality → Brand image</title>
        <table-wrap id="tab7">
          <label>Table 7.</label>
          <caption>ANOVA: Social media quality and brand image</caption>
          <table frame="hsides" rules="rows">
            <thead>
              <tr><th>Model</th><th>Sum of squares</th><th>df</th><th>Mean square</th><th>F</th><th>P-value</th></tr>
            </thead>
            <tbody>
              <tr><td>Regression</td><td>243.60</td><td>1</td><td>243.60</td><td>1966</td><td>&lt;0.001</td></tr>
              <tr><td>Residual</td><td>47.30</td><td>382</td><td>0.124</td><td></td><td></td></tr>
              <tr><td>Total</td><td>290.90</td><td>383</td><td></td><td></td><td></td></tr>
            </tbody>
          </table>
        </table-wrap>
        <table-wrap id="tab8">
          <label>Table 8.</label>
          <caption>Simple regression: Social media quality → Brand image</caption>
          <table frame="hsides" rules="rows">
            <thead>
              <tr><th>Predictor</th><th>B</th><th>SE</th><th>Beta</th><th>t</th><th>P-value</th></tr>
            </thead>
            <tbody>
              <tr><td>(Constant)</td><td>0.213</td><td>0.081</td><td></td><td>2.626</td><td>0.009</td></tr>
              <tr><td>Social media quality</td><td>0.934</td><td>0.021</td><td>0.915</td><td>44.34</td><td>&lt;0.001</td></tr>
            </tbody>
          </table>
          <p>R² = 0.837</p>
        </table-wrap>
      </sec>
      <sec id="sec-h4">
        <title>Testing H4: Demographic differences in brand image</title>
        <p>Mann-Whitney U tests for gender and frequency of internet usage; Kruskal-Wallis tests for age and internet experience.</p>
        <table-wrap id="tab9">
          <label>Table 9.</label>
          <caption>Mann-Whitney U: Brand image by gender</caption>
          <table frame="hsides" rules="rows">
            <thead>
              <tr><th>Gender</th><th>Mean rank</th><th>Mann-Whitney U</th><th>Wilcoxon W</th><th>Z</th><th>P-value</th></tr>
            </thead>
            <tbody>
              <tr><td>Male</td><td>182.7</td><td>13260</td><td>48240</td><td>-2.57</td><td>0.010</td></tr>
              <tr><td>Female</td><td>214.0</td><td></td><td></td><td></td><td></td></tr>
            </tbody>
          </table>
        </table-wrap>
        <table-wrap id="tab10">
          <label>Table 10.</label>
          <caption>Mann-Whitney U: Brand image by frequency of internet usage</caption>
          <table frame="hsides" rules="rows">
            <thead>
              <tr><th>Frequency</th><th>Mean rank</th><th>Mann-Whitney U</th><th>Wilcoxon W</th><th>Z</th><th>P-value</th></tr>
            </thead>
            <tbody>
              <tr><td>Daily</td><td>225.6</td><td>6909</td><td>62187</td><td>-2.32</td><td>0.020</td></tr>
              <tr><td>Weekly</td><td>187.3</td><td></td><td></td><td></td><td></td></tr>
            </tbody>
          </table>
        </table-wrap>
        <table-wrap id="tab11">
          <label>Table 11.</label>
          <caption>Kruskal-Wallis: Brand image by age</caption>
          <table frame="hsides" rules="rows">
            <thead>
              <tr><th>Age group</th><th>Mean rank</th></tr>
            </thead>
            <tbody>
              <tr><td>17–24</td><td>305.06</td></tr>
              <tr><td>25–29</td><td>189.54</td></tr>
              <tr><td>30 or above</td><td>147.37</td></tr>
            </tbody>
          </table>
          <p>Chi-square = 141.27; df = 2; P &lt; 0.001.</p>
        </table-wrap>
        <table-wrap id="tab12">
          <label>Table 12.</label>
          <caption>Kruskal-Wallis: Brand image by internet experience</caption>
          <table frame="hsides" rules="rows">
            <thead>
              <tr><th>Internet experience</th><th>Mean rank</th></tr>
            </thead>
            <tbody>
              <tr><td>0–1 year</td><td>159.3</td></tr>
              <tr><td>2–3 years</td><td>284.03</td></tr>
              <tr><td>4–5 years</td><td>327.2</td></tr>
              <tr><td>6+ years</td><td>211.63</td></tr>
            </tbody>
          </table>
          <p>Chi-square = 125.5; df = 3; P &lt; 0.001.</p>
        </table-wrap>
        <p>All four demographic factors show significant differences in brand image perceptions.</p>
      </sec>
      <sec id="sec-sem">
        <title>Structural equation modeling (SEM)</title>
        <p>SEM tested the structural model with one exogenous construct (social media quality) and two endogenous constructs (brand awareness, brand image). Fit indices (not shown) indicated acceptable fit. Path estimates are significant and in hypothesized directions.</p>
        <fig id="fig2">
          <label>Figure 2.</label>
          <caption>Path diagram for the conceptual model</caption>
          <graphic xlink:href="https://aradorganization-my.sharepoint.com/:i:/g/personal/rsamir_arado_org/IQBOt377S9t6QpD7tM96vQZ_AWnYlcddCbYWYdSLkRDGkRY?e=2hwhCo"/>
        </fig>
        <table-wrap id="tab13">
          <label>Table 13.</label>
          <caption>Structural model assessment</caption>
          <table frame="hsides" rules="rows">
            <thead>
              <tr><th>Hypothesis</th><th>Path</th><th>Estimate</th><th>SE</th><th>CR</th><th>P-value</th><th>Result</th></tr>
            </thead>
            <tbody>
              <tr><td>H1</td><td>Brand awareness &lt;— Social media quality</td><td>0.953</td><td>0.016</td><td>61.25</td><td>&lt;0.001</td><td>Supported</td></tr>
              <tr><td>H2</td><td>Brand image &lt;— Brand awareness</td><td>0.582</td><td>0.067</td><td>8.90</td><td>&lt;0.001</td><td>Supported</td></tr>
              <tr><td>H3</td><td>Brand image &lt;— Social media quality</td><td>0.350</td><td>0.063</td><td>5.36</td><td>&lt;0.001</td><td>Supported</td></tr>
            </tbody>
          </table>
        </table-wrap>
        <sec id="sec-mediation">
          <title>Mediation analysis</title>
          <p>Brand awareness fully mediates the effect of social media quality on brand image.</p>
          <table-wrap id="tab14">
            <label>Table 14.</label>
            <caption>Direct, indirect (mediating), and total effects</caption>
            <table frame="hsides" rules="rows">
              <thead>
                <tr><th>Relationship</th><th>Direct effect</th><th>P-value</th><th>Indirect effect</th><th>P-value</th><th>Total effect</th><th>P-value</th></tr>
              </thead>
              <tbody>
                <tr><td>Social media quality → Brand image (via brand awareness)</td><td>0.582</td><td>0.001</td><td>0.341</td><td>&lt;0.001</td><td>0.910</td><td>0.001</td></tr>
              </tbody>
            </table>
          </table-wrap>
        </sec>
      </sec>
    </sec>
    <sec id="sec-discussion">
      <title>Discussion and Conclusion</title>
      <p>Brand awareness and brand image are pivotal in influencing first-year students’ choices. The study adds evidence on how social media quality drives brand awareness and image in private universities. Strong brand image, fueled by quality social media and awareness, increases students’ selection and recommendation. Social media enhances awareness—the first stage of decision-making—and shapes perceptions through exposure and sharing.</p>
      <p>The SEM confirms significant positive paths: social media quality → brand awareness; brand awareness → brand image; social media quality → brand image. Brand awareness fully mediates the social media quality–brand image relationship.</p>
    </sec>
    <sec id="sec-findings">
      <title>Main Findings</title>
      <list list-type="bullet">
        <list-item><p>High reliability for all constructs (α 0.920–0.950).</p></list-item>
        <list-item><p>All constructs positively correlate (p &lt; 0.01).</p></list-item>
        <list-item><p>R²: 0.907 (SMQ → BA), 0.817 (BA → BI), 0.837 (SMQ → BI); strong predictive power.</p></list-item>
        <list-item><p>Positive effects: SMQ explains 90.7% of BA variance; BA explains 81.7% of BI; SMQ explains 83.7% of BI.</p></list-item>
        <list-item><p>SEM supports H1–H3; mediation confirmed.</p></list-item>
        <list-item><p>Brand image perceptions differ by gender, age, internet experience, and frequency of internet use (H4 supported).</p></list-item>
      </list>
    </sec>
    <sec id="sec-recommendations">
      <title>Recommendations</title>
      <list list-type="order">
        <list-item><p>Prioritize social media quality to build brand awareness and image; address additional dimensions to further raise effects.</p></list-item>
        <list-item><p>Use the validated model strategically to differentiate university brands.</p></list-item>
        <list-item><p>Tailor branding considering demographics (gender, age, internet experience, usage frequency).</p></list-item>
      </list>
    </sec>
    <sec id="sec-future">
      <title>Future Research</title>
      <list list-type="bullet">
        <list-item><p>Use larger, multi-country samples for generalization.</p></list-item>
        <list-item><p>Apply the model in other sectors and contexts.</p></list-item>
        <list-item><p>Examine mediating role of e-WOM and moderating roles of consumer types.</p></list-item>
      </list>
    </sec>
  </body>
  <back>
    <ref-list>
      <title>References</title>
      <ref id="R1">
        <element-citation publication-type="book">
          <person-group person-group-type="author">
            <name><surname>Aaker</surname><given-names>D. A.</given-names></name>
          </person-group>
          <year>1998</year>
          <source>Brands: Managing Brand Equity Brand Value</source>
          <edition>13th</edition>
          <publisher-name>Elsevier</publisher-name>
          <publisher-loc>Sao Paulo</publisher-loc>
        </element-citation>
      </ref>
      <ref id="R2">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Ahmad</surname><given-names>S. N.</given-names></name>
            <name><surname>Laroche</surname><given-names>M.</given-names></name>
          </person-group>
          <year>2017</year>
          <article-title>Analyzing Electronic Word of Mouth: A Social Commerce Construct</article-title>
          <source>International Journal of Information Management</source>
          <volume>37</volume>
          <issue>3</issue>
          <fpage>202</fpage>
          <lpage>213</lpage>
          <pub-id pub-id-type="doi">10.1016/j.ijinfomgt.2016.08.004</pub-id>
        </element-citation>
      </ref>
      <ref id="R3">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Barreda</surname><given-names>A. A.</given-names></name>
            <name><surname>Bilgihan</surname><given-names>A.</given-names></name>
            <name><surname>Nusair</surname><given-names>K.</given-names></name>
            <name><surname>Okumus</surname><given-names>F.</given-names></name>
          </person-group>
          <year>2015</year>
          <article-title>Generating Brand Awareness in Online Social Networks</article-title>
          <source>Computers in Human Behavior</source>
          <volume>50</volume>
          <fpage>600</fpage>
          <lpage>609</lpage>
          <pub-id pub-id-type="doi">10.1016/j.chb.2015.03.023</pub-id>
        </element-citation>
      </ref>
      <ref id="R4">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Barreda</surname><given-names>A. A.</given-names></name>
            <name><surname>Bilgihan</surname><given-names>A.</given-names></name>
            <name><surname>Nusair</surname><given-names>K.</given-names></name>
            <name><surname>Okumus</surname><given-names>F.</given-names></name>
          </person-group>
          <year>2016</year>
          <article-title>Online Branding: Development of Hotel Branding through Interactivity Theory</article-title>
          <source>Tourism Management</source>
          <volume>57</volume>
          <fpage>180</fpage>
          <lpage>192</lpage>
          <pub-id pub-id-type="doi">10.1016/j.tourman.2016.06.007</pub-id>
        </element-citation>
      </ref>
      <ref id="R5">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Baum</surname><given-names>D.</given-names></name>
            <name><surname>Spann</surname><given-names>M.</given-names></name>
            <name><surname>Füller</surname><given-names>J.</given-names></name>
            <name><surname>Thürridl</surname><given-names>C.</given-names></name>
          </person-group>
          <year>2019</year>
          <article-title>The Impact of Social Media Campaigns on the Success of New Product Introductions</article-title>
          <source>Journal of Retailing and Consumer Services</source>
          <volume>50</volume>
          <fpage>289</fpage>
          <lpage>297</lpage>
          <pub-id pub-id-type="doi">10.1016/j.jretconser.2018.07.003</pub-id>
        </element-citation>
      </ref>
      <ref id="R6">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Büyükdağ</surname><given-names>N.</given-names></name>
          </person-group>
          <year>2021</year>
          <article-title>The effect of Brand Awareness, Brand Image, Satisfaction, Brand Loyalty and WOM on Purchase Intention: An Empirical Research on Social Media</article-title>
          <source>Business &amp; Management Studies: An International Journal</source>
          <volume>9</volume>
          <fpage>1380</fpage>
          <lpage>1398</lpage>
          <pub-id pub-id-type="doi">10.15295/bmij.v9i4.1902</pub-id>
        </element-citation>
      </ref>
      <ref id="R7">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Chu</surname><given-names>S. C.</given-names></name>
            <name><surname>Kim</surname><given-names>Y.</given-names></name>
          </person-group>
          <year>2011</year>
          <article-title>Determinants of Consumer Engagement in Electronic Word-of-Mouth (eWOM) in Social Networking Sites</article-title>
          <source>International Journal of Advertising</source>
          <volume>30</volume>
          <issue>1</issue>
          <fpage>47</fpage>
          <lpage>75</lpage>
        </element-citation>
      </ref>
      <ref id="R8">
        <element-citation publication-type="book">
          <person-group person-group-type="author">
            <name><surname>Corrêa</surname><given-names>J.</given-names></name>
          </person-group>
          <year>2009</year>
          <source>Marketing: The Theory in Practice</source>
          <publisher-name>National Senac</publisher-name>
          <publisher-loc>Rio de Janeiro</publisher-loc>
        </element-citation>
      </ref>
      <ref id="R9">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Duffett</surname><given-names>R. G.</given-names></name>
          </person-group>
          <year>2017</year>
          <article-title>Influence of Social Media Marketing Communications on Young Consumers Attitudes</article-title>
          <source>Young Consumers</source>
          <volume>18</volume>
          <issue>1</issue>
          <fpage>19</fpage>
          <lpage>39</lpage>
          <pub-id pub-id-type="doi">10.1108/yc-07-2016-00622</pub-id>
        </element-citation>
      </ref>
      <ref id="R10">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Gensler</surname><given-names>S.</given-names></name>
            <name><surname>Völckner</surname><given-names>F.</given-names></name>
            <name><surname>Liu-Thompkins</surname><given-names>Y.</given-names></name>
            <name><surname>Wiertz</surname><given-names>C.</given-names></name>
          </person-group>
          <year>2013</year>
          <article-title>Managing Brands in the Social Media Environment</article-title>
          <source>Journal of Interactive Marketing</source>
          <volume>27</volume>
          <issue>4</issue>
          <fpage>242</fpage>
          <lpage>256</lpage>
          <pub-id pub-id-type="doi">10.1016/j.intmar.2013.09.004</pub-id>
        </element-citation>
      </ref>
      <ref id="R11">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Gunduz</surname><given-names>U.</given-names></name>
            <name><surname>Pembecioglu</surname><given-names>N.</given-names></name>
          </person-group>
          <year>2015</year>
          <article-title>The Role of Social Media in the Sharing and Delivery of Authoritative and Governmental Issues</article-title>
          <source>European Journal of Research on Education</source>
          <issue>Special Issue: Contemporary Studies in Social Science</issue>
          <fpage>24</fpage>
          <lpage>40</lpage>
        </element-citation>
      </ref>
      <ref id="R12">
        <element-citation publication-type="book">
          <person-group person-group-type="author">
            <name><surname>Hair</surname><given-names>J. F.</given-names></name>
            <name><surname>Black</surname><given-names>W. C.</given-names></name>
            <name><surname>Babin</surname><given-names>B. J.</given-names></name>
            <name><surname>Anderson</surname><given-names>R. E.</given-names></name>
          </person-group>
          <year>2014</year>
          <source>Multivariate Data Analysis</source>
          <edition>7th</edition>
          <publisher-name>Pearson Education Limited</publisher-name>
          <publisher-loc>Essex</publisher-loc>
        </element-citation>
      </ref>
      <ref id="R13">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Helal</surname><given-names>G.</given-names></name>
            <name><surname>Ozuem</surname><given-names>W.</given-names></name>
            <name><surname>Lancaster</surname><given-names>G.</given-names></name>
          </person-group>
          <year>2018</year>
          <article-title>Social Media Brand Perceptions of Millennials</article-title>
          <source>International Journal of Retail and Distribution Management</source>
          <volume>46</volume>
          <issue>10</issue>
          <fpage>977</fpage>
          <lpage>998</lpage>
        </element-citation>
      </ref>
      <ref id="R14">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Hennig-Thurau</surname><given-names>T.</given-names></name>
            <name><surname>Gwinner</surname><given-names>K. P.</given-names></name>
            <name><surname>Walsh</surname><given-names>G.</given-names></name>
            <name><surname>Gremler</surname><given-names>D. D.</given-names></name>
          </person-group>
          <year>2004</year>
          <article-title>Electronic Word-of-Mouth via Consumer-opinion Platforms: What Motivates Consumers to Articulate Themselves on the Internet?</article-title>
          <source>Journal of Interactive Marketing</source>
          <volume>18</volume>
          <issue>1</issue>
          <fpage>38</fpage>
          <lpage>52</lpage>
        </element-citation>
      </ref>
      <ref id="R15">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Ho</surname><given-names>S. S. H.</given-names></name>
          </person-group>
          <year>2017</year>
          <article-title>The Impact of Taiwanese College Students’ Learning Motivation from Self-determination Perspective on Learning Outcomes: Moderating Roles of Multi-traits</article-title>
          <source>Educational Sciences: Theory &amp; Practice</source>
          <volume>17</volume>
          <fpage>1015</fpage>
          <lpage>1034</lpage>
          <pub-id pub-id-type="doi">10.12738/estp.2017.3.0406</pub-id>
        </element-citation>
      </ref>
      <ref id="R16">
        <element-citation publication-type="book">
          <person-group person-group-type="author">
            <name><surname>Hollensen</surname><given-names>S.</given-names></name>
          </person-group>
          <year>2019</year>
          <source>Marketing Management: A Relationship Approach</source>
          <publisher-name>Pearson</publisher-name>
          <publisher-loc>UK</publisher-loc>
        </element-citation>
      </ref>
      <ref id="R17">
        <element-citation publication-type="other">
          <person-group person-group-type="author">
            <collab>Hootsuite</collab>
          </person-group>
          <year>2021</year>
          <article-title>Hootsuite’s Fifth Annual Report on the Latest Global Trends in Social Media</article-title>
          <ext-link ext-link-type="uri" xlink:href="http://www.fastcompany.com/article/seven-keys-to-building-customerloyalty-and-company-profits?page=0%2C0">http://www.fastcompany.com/article/seven-keys-to-building-customerloyalty-and-company-profits?page=0%2C0</ext-link>
          <comment>Accessed 14 March 2022.</comment>
        </element-citation>
      </ref>
      <ref id="R18">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Kay</surname><given-names>M. J.</given-names></name>
          </person-group>
          <year>2006</year>
          <article-title>Strong Brands and Corporate Brands</article-title>
          <source>European Journal of Marketing</source>
          <volume>40</volume>
          <issue>7/8</issue>
          <fpage>742</fpage>
          <lpage>760</lpage>
        </element-citation>
      </ref>
      <ref id="R19">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Keller</surname><given-names>K. L.</given-names></name>
          </person-group>
          <year>1993</year>
          <article-title>Conceptualizing, Measuring, and Managing Customer-based Brand Equity</article-title>
          <source>Journal of Marketing</source>
          <volume>57</volume>
          <issue>1</issue>
          <fpage>1</fpage>
          <lpage>22</lpage>
        </element-citation>
      </ref>
      <ref id="R20">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Kim</surname><given-names>J.</given-names></name>
            <name><surname>Lee</surname><given-names>H.</given-names></name>
            <name><surname>Lee</surname><given-names>J.</given-names></name>
          </person-group>
          <year>2020</year>
          <article-title>Smartphone Preferences and Brand Loyalty: A Discrete Choice Model Reflecting the Reference Point and Peer Effect</article-title>
          <source>Journal of Retailing and Consumer Services</source>
          <volume>52</volume>
          <fpage>101907</fpage>
          <pub-id pub-id-type="doi">10.1016/j.jretconser.2019.101907</pub-id>
        </element-citation>
      </ref>
      <ref id="R21">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Kim</surname><given-names>S.</given-names></name>
            <name><surname>Choe</surname><given-names>J. Y.</given-names></name>
            <name><surname>Petrick</surname><given-names>J. F.</given-names></name>
          </person-group>
          <year>2018</year>
          <article-title>The Effect of Celebrity on Brand Awareness, Perceived Quality, Brand Image, Brand Loyalty and Destination Attachment to a Literary Festival</article-title>
          <source>Journal of Destination Marketing and Management</source>
          <volume>9</volume>
          <fpage>320</fpage>
          <lpage>329</lpage>
          <pub-id pub-id-type="doi">10.1016/j.jdmm.2018.03.006</pub-id>
        </element-citation>
      </ref>
      <ref id="R22">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Kim</surname><given-names>S.</given-names></name>
            <name><surname>Koh</surname><given-names>Y.</given-names></name>
            <name><surname>Cha</surname><given-names>J.</given-names></name>
            <name><surname>Lee</surname><given-names>S.</given-names></name>
          </person-group>
          <year>2015</year>
          <article-title>Effects of Social Media on Firm Value for U.S. Restaurant Companies</article-title>
          <source>International Journal of Hospitality Management</source>
          <volume>49</volume>
          <fpage>40</fpage>
          <lpage>46</lpage>
          <pub-id pub-id-type="doi">10.1016/j.ijhm.2015.05.006</pub-id>
        </element-citation>
      </ref>
      <ref id="R23">
        <element-citation publication-type="book">
          <person-group person-group-type="author">
            <name><surname>Kotler</surname><given-names>P.</given-names></name>
            <name><surname>Armstrong</surname><given-names>G.</given-names></name>
            <name><surname>Opresnik</surname><given-names>M. O.</given-names></name>
          </person-group>
          <year>2017</year>
          <source>Principles of Marketing</source>
          <edition>17th</edition>
          <publisher-name>Pearson Education Limited</publisher-name>
          <publisher-loc>Harlow</publisher-loc>
        </element-citation>
      </ref>
      <ref id="R24">
        <element-citation publication-type="book">
          <person-group person-group-type="author">
            <name><surname>Kotler</surname><given-names>P.</given-names></name>
          </person-group>
          <year>2011</year>
          <source>Marketing Management: Analysis, Planning, Implementation &amp; Control</source>
          <edition>5th</edition>
          <publisher-name>Atlas</publisher-name>
          <publisher-loc>Sao Paulo</publisher-loc>
        </element-citation>
      </ref>
      <ref id="R25">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Koufteros</surname><given-names>X.</given-names></name>
            <name><surname>Babbar</surname><given-names>S.</given-names></name>
            <name><surname>Kaighobadi</surname><given-names>M.</given-names></name>
          </person-group>
          <year>2009</year>
          <article-title>A Paradigm for Examining Second-order Factor Models Employing Structural Equation Modeling</article-title>
          <source>International Journal of Production Economics</source>
          <volume>120</volume>
          <issue>2</issue>
          <fpage>633</fpage>
          <lpage>652</lpage>
        </element-citation>
      </ref>
      <ref id="R26">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Lee</surname><given-names>C. J.</given-names></name>
          </person-group>
          <year>2014</year>
          <article-title>Effects of Sport Mega-events on City Brand Awareness and Image: Using the 2009 World Games in Kaohsiung as an Example</article-title>
          <source>Quality and Quantity</source>
          <volume>48</volume>
          <issue>3</issue>
          <fpage>1243</fpage>
          <lpage>1256</lpage>
          <pub-id pub-id-type="doi">10.1007/s11135-013-9832-6</pub-id>
        </element-citation>
      </ref>
      <ref id="R27">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Luong</surname><given-names>D. B.</given-names></name>
            <name><surname>Vo</surname><given-names>T. H. G.</given-names></name>
            <name><surname>Le</surname><given-names>K. H.</given-names></name>
          </person-group>
          <year>2017</year>
          <article-title>The Impact of Electronic Word of Mouth on Brand Image and Buying Decision: An Empirical Study in Vietnam Tourism</article-title>
          <source>International Journal of Research Studies in Management</source>
          <volume>6</volume>
          <issue>1</issue>
          <fpage>53</fpage>
          <lpage>63</lpage>
        </element-citation>
      </ref>
      <ref id="R28">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Malesev</surname><given-names>S.</given-names></name>
            <name><surname>Cherry</surname><given-names>M.</given-names></name>
          </person-group>
          <year>2021</year>
          <article-title>Digital and Social Media Marketing—growing Market Share for Construction SMEs</article-title>
          <source>Construction Economics and Building</source>
          <volume>21</volume>
          <issue>1</issue>
          <fpage>65</fpage>
          <lpage>82</lpage>
        </element-citation>
      </ref>
      <ref id="R29">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Matli</surname><given-names>M. C.</given-names></name>
            <name><surname>Tlapana</surname><given-names>T.</given-names></name>
            <name><surname>Hawkins-Mofokeng</surname><given-names>R.</given-names></name>
          </person-group>
          <year>2021</year>
          <article-title>The Influence of Brand Image on the Selection and Preference of Universities of Technology</article-title>
          <source>EUREKA: Social and Humanities</source>
          <issue>6</issue>
          <fpage>3</fpage>
          <lpage>13</lpage>
          <pub-id pub-id-type="doi">10.21303/2504-5571.2021.002065</pub-id>
        </element-citation>
      </ref>
      <ref id="R30">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Persson</surname><given-names>N.</given-names></name>
          </person-group>
          <year>2010</year>
          <article-title>An Exploratory Investigation of the Elements of B2B Brand Image and its Relationship to Price Premium</article-title>
          <source>Industrial Marketing Management</source>
          <volume>39</volume>
          <issue>8</issue>
          <fpage>1269</fpage>
          <lpage>1277</lpage>
          <pub-id pub-id-type="doi">10.1016/j.indmarman.2010.02.024</pub-id>
        </element-citation>
      </ref>
      <ref id="R31">
        <element-citation publication-type="book">
          <person-group person-group-type="author">
            <name><surname>Kotler</surname><given-names>P.</given-names></name>
            <name><surname>Keller</surname><given-names>K. L.</given-names></name>
          </person-group>
          <year>2006</year>
          <source>Marketing Management</source>
          <edition>12th</edition>
          <publisher-name>Prentice Hall</publisher-name>
          <publisher-loc>Upper Saddle River, NJ</publisher-loc>
        </element-citation>
      </ref>
      <ref id="R32">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Pimpa</surname><given-names>N.</given-names></name>
            <name><surname>Suwannapirom</surname><given-names>S.</given-names></name>
          </person-group>
          <year>2007</year>
          <article-title>Thai Students’ Choices of Vocational Education: Marketing Factors and Reference Groups</article-title>
          <source>Educational Research for Policy and Practice</source>
          <volume>7</volume>
          <issue>2</issue>
          <fpage>99</fpage>
          <lpage>107</lpage>
          <pub-id pub-id-type="doi">10.1007/s10671-007-9035-9</pub-id>
        </element-citation>
      </ref>
      <ref id="R33">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Ratriyana</surname><given-names>I. N.</given-names></name>
          </person-group>
          <year>2016</year>
          <article-title>Relasi Internet dan Media Sosial dalam Pembentukan Brand Awareness: Image dan Experience Produk Asing</article-title>
          <source>INFORMASI Kajian Ilmu Komunikasi</source>
          <volume>46</volume>
          <issue>1</issue>
          <fpage>101</fpage>
          <lpage>114</lpage>
        </element-citation>
      </ref>
      <ref id="R34">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Saha</surname><given-names>T.</given-names></name>
            <name><surname>Kumar</surname><given-names>N.</given-names></name>
            <name><surname>Jannat</surname><given-names>F.</given-names></name>
            <name><surname>Nahar</surname><given-names>N.</given-names></name>
          </person-group>
          <year>2021</year>
          <article-title>Influence of Social Media on Brand Positioning and Brand Equity: A Study on Fast Moving Consumer Goods of Bangladesh</article-title>
          <source>European Journal of Business Management and Research</source>
          <issue>13</issue>
          <fpage>118</fpage>
          <lpage>125</lpage>
          <pub-id pub-id-type="doi">10.7176/EJBM/13-6-12</pub-id>
        </element-citation>
      </ref>
      <ref id="R35">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Siqueira</surname><given-names>J. R.</given-names></name>
            <name><surname>Peña</surname><given-names>N. G.</given-names></name>
            <name><surname>Ter Horst</surname><given-names>E.</given-names></name>
            <name><surname>Molina</surname><given-names>G.</given-names></name>
          </person-group>
          <year>2019</year>
          <article-title>Spreading the Word: How Customer Experience in a Traditional Retail Setting Influences Consumer Traditional and Electronic Word-of-mouth Intention</article-title>
          <source>Electronic Commerce Research and Applications</source>
          <volume>37</volume>
          <elocation-id>100870</elocation-id>
          <pub-id pub-id-type="doi">10.1016/j.elerap.2019.100870</pub-id>
        </element-citation>
      </ref>
      <ref id="R36">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Song</surname><given-names>H. J.</given-names></name>
            <name><surname>Wang</surname><given-names>J. H.</given-names></name>
            <name><surname>Han</surname><given-names>H.</given-names></name>
          </person-group>
          <year>2019</year>
          <article-title>Effect of Image, Satisfaction, Trust, Love, and Respect on Loyalty Formation for Name-Brand Coffee Shops</article-title>
          <source>International Journal of Hospitality Management</source>
          <volume>79</volume>
          <fpage>50</fpage>
          <lpage>59</lpage>
          <pub-id pub-id-type="doi">10.1016/j.ijhm.2018.12.011</pub-id>
        </element-citation>
      </ref>
      <ref id="R37">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Suryani</surname><given-names>T.</given-names></name>
            <name><surname>Fauzi</surname><given-names>A.</given-names></name>
            <name><surname>Nurhadi</surname><given-names>M.</given-names></name>
          </person-group>
          <year>2021</year>
          <article-title>Enhancing Brand Image in the Digital Era: Evidence from Small and Medium-Sized Enterprises (SMEs) in Indonesia</article-title>
          <source>Gadjah Mada International Journal of Business</source>
          <volume>23</volume>
          <fpage>314</fpage>
          <lpage>340</lpage>
          <pub-id pub-id-type="doi">10.22146/gamaijb.51886</pub-id>
        </element-citation>
      </ref>
      <ref id="R38">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Sürücü</surname><given-names>Ö.</given-names></name>
            <name><surname>Öztürk</surname><given-names>Y.</given-names></name>
            <name><surname>Okumus</surname><given-names>F.</given-names></name>
            <name><surname>Bilgihan</surname><given-names>A.</given-names></name>
          </person-group>
          <year>2019</year>
          <article-title>Brand Awareness, Image, Physical Quality and Employee Behavior as Building Blocks of Customer-based Brand Equity: Consequences in the Hotel Context</article-title>
          <source>Journal of Hospitality and Tourism Management</source>
          <volume>40</volume>
          <fpage>114</fpage>
          <lpage>124</lpage>
          <pub-id pub-id-type="doi">10.1016/j.jhtm.2019.07.002</pub-id>
        </element-citation>
      </ref>
      <ref id="R39">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Taiminen</surname><given-names>H. M.</given-names></name>
            <name><surname>Karjaluoto</surname><given-names>H.</given-names></name>
          </person-group>
          <year>2015</year>
          <article-title>The Usage of Digital Marketing Channels in SMEs</article-title>
          <source>Journal of Small Business and Enterprise Development</source>
          <volume>22</volume>
          <issue>4</issue>
          <fpage>633</fpage>
          <lpage>651</lpage>
        </element-citation>
      </ref>
      <ref id="R40">
        <element-citation publication-type="book">
          <person-group person-group-type="author">
            <name><surname>Tomiya</surname><given-names>E.</given-names></name>
          </person-group>
          <year>2010</year>
          <source>Managing Brand Equity: How to Create and Manage Valuable Brands</source>
          <publisher-name>Senac Rio</publisher-name>
          <publisher-loc>Rio de Janeiro</publisher-loc>
        </element-citation>
      </ref>
      <ref id="R41">
        <element-citation publication-type="book">
          <person-group person-group-type="author">
            <name><surname>Wheeler</surname><given-names>A.</given-names></name>
          </person-group>
          <year>2012</year>
          <source>Design Brand Identity: An Essential Guide for the Whole Branding Team</source>
          <edition>3rd</edition>
          <publisher-name>Bookman</publisher-name>
          <publisher-loc>New York</publisher-loc>
        </element-citation>
      </ref>
      <ref id="R42">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Wu</surname><given-names>C. W.</given-names></name>
          </person-group>
          <year>2016</year>
          <article-title>The Performance Impact of Social Media in the Chain Store Industry</article-title>
          <source>Journal of Business Research</source>
        </element-citation>
      </ref>
      <ref id="R43">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Zarantonello</surname><given-names>L.</given-names></name>
            <name><surname>Grappi</surname><given-names>S.</given-names></name>
            <name><surname>Formisano</surname><given-names>M.</given-names></name>
          </person-group>
          <year>2020</year>
          <article-title>How Consumer-based Brand Equity Relates to Market Share of Global and Local Brands in Developed and Emerging Countries</article-title>
          <source>International Marketing Review</source>
          <volume>37</volume>
          <issue>2</issue>
          <fpage>345</fpage>
          <lpage>375</lpage>
        </element-citation>
      </ref>
      <ref id="R44">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Zhang</surname><given-names>Y.</given-names></name>
          </person-group>
          <year>2015</year>
          <article-title>The Impact of Brand Image on Consumer Behavior: A Literature Review</article-title>
          <source>Open Journal of Business and Management</source>
          <volume>3</volume>
          <issue>1</issue>
          <fpage>58</fpage>
          <lpage>62</lpage>
        </element-citation>
      </ref>
    </ref-list>
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      <fig-count count="2"/>
      <table-count count="14"/>
      <ref-count count="44"/>
      <page-count count="14"/>
      <word-count count="9000"/>
    </counts>
  </back>
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