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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">IJAR</journal-id>
      <journal-title-group>
        <journal-title>Indonesian Journal of Advanced Research</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2986-0768</issn>
      <publisher>
        <publisher-name>Formosa Publisher</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.55927/ijar.v4i6.14603</article-id>
      <title-group>
        <article-title>Mapping the Research Landscape of Social Media Strategies for Brand Awareness: A Bibliometric Analysis</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Rahmadani</surname>
            <given-names>Aulia</given-names>
          </name>
          <aff>Universitas Negeri Yogyakarta</aff>
          <email>auliarahmadani.2024@student.uny.ac.id</email>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Sutirman</surname>
            <given-names>Sutirman</given-names>
          </name>
          <aff>Universitas Negeri Yogyakarta</aff>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Wijaya</surname>
            <given-names>Tony</given-names>
          </name>
          <aff>Universitas Negeri Yogyakarta</aff>
        </contrib>
      </contrib-group>
      <pub-date pub-type="epub">
        <day>16</day>
        <month>06</month>
        <year>2025</year>
      </pub-date>
      <history>
        <date date-type="received">
          <day>30</day>
          <month>04</month>
          <year>2025</year>
        </date>
        <date date-type="rev-recd">
          <day>14</day>
          <month>05</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>16</day>
          <month>06</month>
          <year>2025</year>
        </date>
      </history>
      <volume>4</volume>
      <issue>6</issue>
      <fpage>581</fpage>
      <lpage>600</lpage>
      <abstract>
        <p>This study examines the development of the global literature related to social media strategies in building brand awareness through bibliometric analysis of 122 Scopus articles (2009–2025). Using VOSviewer, this study maps publication trends, collaboration networks, geographic distribution, and thematic clusters by keyword. The results show a significant increase in publications since 2020, with the dominance of contributions from the United States, India, and the United Kingdom. Eight main clusters were identified, including purchase intent, influencer marketing, and e-WOM. This study makes a theoretical contribution to the mapping of the digital marketing literature and offers practical implications for MSME actors in utilizing social media to strengthen brand positions, as well as encouraging global research collaboration in the era of digital transformation.</p>
      </abstract>
      <kwd-group>
        <kwd>Social Media</kwd>
        <kwd>Brand Awareness</kwd>
        <kwd>Influencer Marketing</kwd>
        <kwd>Purchase Intention</kwd>
        <kwd>Customer Engagement</kwd>
      </kwd-group>
      <permissions>
        <license>
          <ali:license_ref xmlns:ali="http://www.niso.org/schemas/ali/1.0/">http://creativecommons.org/licenses/by/4.0/</ali:license_ref>
          <license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International License.</license-p>
        </license>
      </permissions>
    </article-meta>
  </front>
  <body>
 <sec>
  <title>INTRODUCTION</title>
  <p>In today's digital era, social media has changed the way for brands
  to communicate, interact, and build relationships with consumers. With
  the proliferation of platforms such as Instagram, TikTok, Facebook,
  and Twitter, organizations are increasingly relying on social media
  strategies as a key tool to increase brand awareness, which is a key
  part of contemporary marketing because it influences consumer
  perception, loyalty, and purchasing decisions. In the past decade,
  various studies have highlighted the role of social media strategies
  in shaping brand awareness. Research by Bilgin (2018) shows that
  advertising on social media has a significant impact on brand
  awareness, while De Veirman et al. (2017) reveal how the role of
  influencers can increase brand visibility. In addition, Appel et al.
  (2020) emphasized that the social and interactive nature of digital
  media strengthens the relationship between consumers and brands.
  However, most previous studies were still partial, both in terms of
  geographical scope and topic focus. These studies are generally
  limited to the context of developed countries and tend to highlight
  one particular aspect, such as influencer marketing or e-WOM, without
  mapping the relationships between concepts thoroughly. Research by
  Verma &amp; Gustafsson (2020) and Ahmad et al. (2022), although using
  a bibliometric approach, only focuses on specific subthemes such as
  customer engagement or digital endorsement, and has not linked them to
  the overall brand awareness framework in a global context.</p>
  <p>In addition, there has not been much research that systematically
  evaluates intellectual structures, publication trends, collaboration
  between countries and institutions, and thematic mapping in this field
  through a comprehensive bibliometric approach. Contributions from
  developing countries, such as Indonesia, have also not received much
  attention in the international research landscape.</p>
  <p>Therefore, this study aims to fill this gap by conducting a
  bibliometric analysis of 122 scientific articles indexed in the Scopus
  database during the period 2009 to 2025. With the help of the
  VOSviewer software, the study included visualization of author
  collaboration networks, keyword occurrence, citation patterns, and
  geographic distribution of publications. Preliminary findings show
  that the United States, the United Kingdom, and India are the most
  productive countries, with strong international collaboration
  networks—including contributions from Indonesia and Malaysia. Terms
  such as social media marketing, purchase intent, influencer marketing,
  and brand loyalty emerged as central in the identified thematic
  clusters.</p>
  <p>Research Objectives This research aims to:</p>
  <list list-type="alpha-lower">
    <list-item>
      <p>Mapping the publication trends and geographical distribution of
      research related to social media strategies to build brand
      awareness.</p>
    </list-item>
    <list-item>
      <p>Identify the most influential authors, institutions, and
      countries based on citations and the strength of the collaborative
      network.</p>
    </list-item>
    <list-item>
      <p>Explore thematic clusters and emerging research themes through
      keyword emergence analysis.</p>
    </list-item>
    <list-item>
      <p>By providing a comprehensive overview of the existing
      literature, this study is expected to enrich the understanding of
      the direction and development of research in this field, as well
      as become a strategic reference for academics, practitioners, and
      policy makers in optimizing social media as a brand building tool
      in the era of digital transformation.</p>
    </list-item>
  </list>
</sec>












<sec>
  <title>LITERATURE REVIEW</title>
  <sec id="social-media-strategies-in-marketing">
    <title>Social Media Strategies in Marketing</title>
    <p>Social media strategy is one of the main methods in digital
    marketing because it is able to reach a wide audience in real-time.
    Kaplan and Haenlein (2010) revealed that social media creates a
    two-way environment that allows for direct interaction between
    brands and consumers. This strategy includes content planning,
    scheduling, proper use of the platform, and working with influencers
    to maximize the effectiveness of marketing campaigns. Chaffey and
    Ellis- Chadwick (2019) explain that a good strategy is not only
    about how often someone uploads, but also about the emotional
    engagement and added value that consumers feel. The utilization of
    features such as stories, live streams, and interactive content can
    increase consumer engagement and strengthen brand memory.</p>
  </sec>
  <sec id="brand-awareness-definition-and-importance">
    <title>Brand Awareness: Definition and Importance</title>
    <p>According to Keller (2009), brand awareness is the extent to
    which consumers recognize and remember a particular brand. This is
    the first phase in the process of forming brand preference and brand
    loyalty. According to Aaker (1996), brand awareness has an impact on
    purchasing decisions because consumers will choose a well-known
    brand among many alternatives. Some of the most commonly used brand
    awareness indicators are: brand recall (the ability of consumers to
    mention the brand without assistance), brand recognition (brand
    recognition when shown), and top-of-mind awareness (the brand that
    first appears in the consumer's mind).</p>
  </sec>
  <sec id="the-relationship-between-social-media-strategy-and-brand-awareness">
    <title>The Relationship between Social Media Strategy and Brand
    Awareness</title>
    <p>Empirical studies test that social media strategies make a
    significant contribution to the intensity of brand awareness. Bilgin
    (2018) stated that informative promotional content and attractive
    visuals are able to strengthen brand perception in consumers. De
    Veirman et al. (2017) noted the effectiveness of influencers in
    building trust and increasing brand exposure, especially for the
    younger generation. Furthermore, a study by Appel et al. (2020)
    emphasizes the importance of content credibility and communication
    authenticity in building an emotional connection with the audience.
    The higher the engagement rate in a social media campaign, the
    greater the impact on brand awareness.</p>
  </sec>
  <sec id="bibliometric-studies-in-the-context-of-digital-marketing">
    <title>Bibliometric Studies in the Context of Digital
    Marketing</title>
    <p>Bibliometric analysis is a quantitative method used to evaluate
    the dynamics of scientific publications based on metadata such as
    authors, countries, affiliations, keywords, and citations. In the
    context of digital marketing, this</p>
    <p>method has been used to map research trends and identify gaps in
    the literature. For example, research by Verma and Gustafsson (2020)
    mapped research related to e-WOM and found an increase in interest
    in the topic of customer engagement. Meanwhile, a bibliometric study
    by Ahmad et al. (2022) shows exponential growth in the theme of
    influencer marketing since 2017. Using tools such as VOSviewer,
    bibliometric studies enable the visualization of intellectual maps
    that help researchers understand the relationships between topics,
    the evolution of concepts, as well as cross-country and
    institutional collaborations.</p>
  </sec>
</sec>













<sec>
  <title>METHODOLOGY</title>
  <p>This study uses a quantitative bibliometric approach to map the
  research landscape regarding social media strategies in increasing
  brand awareness. This approach is descriptive-exploratory and aims to
  identify research trends, linkages between topics, and developing
  scientific collaborations in the field. The source of the research
  data came from the Scopus database, using the query:
  TITLE-ABS-KEY(&quot;Strategy&quot; AND &quot;Social media&quot; AND
  &quot;Brand&quot; AND &quot;Awareness&quot;). The search is focused on
  articles published in English, scientific articles (articles), and are
  within the scope of Business (BUSI) and Economics (ECON). Based on
  these criteria, a total of 122 relevant documents were obtained,
  issued between 2009 and 2025.</p>
  <sec id="tabel-1.-data-collection-process">
    <title>Tabel 1. Data collection process</title>
    <disp-quote>
      <p><bold>Component Detailed Description</bold></p>
      <p>Research Methods A quantitative bibliometric approach is used
      to evaluate the structure and</p>
      <p>development of the scientific literature through metadata
      analysis of indexed publications.</p>
      <p>Types of Research This study is descriptive-exploratory, aiming
      to describe the phenomenon systematically and uncover hidden
      patterns in academic publications</p>
      <p>Data Source The Scopus database was chosen because of its
      credibility and broad coverage of reputable international journals
      across</p>
    </disp-quote>
    <p>disciplines.</p>
    <p>Search Date 16 May 2025</p>
    <disp-quote>
      <p>Search Query The search was conducted using the syntax:
      TITLE-ABS-KEY(&quot;Strategy&quot; AND</p>
      <p>&quot;Social media&quot; AND &quot;Brand&quot; AND
      &quot;Awareness&quot;), which is designed to capture articles that
      explicitly discuss social media strategies related to brand
      awareness.</p>
      <p>Subject Area Articles are filtered by the fields of Business,
      Management and Accounting</p>
      <p>(BUSI) and Economics, Econometrics and Finance (ECON) to ensure
      that the</p>
      <p>research is relevant to the context of management and
      marketing.</p>
      <p>Document Type The type of document analyzed is a scientific
      journal article (article) because it has a strict peer-review
      process and high academic weight. Documents such as conference
      papers or review articles</p>
      <p>are not included.</p>
      <p>Document Access Both Open Access and paid documents (Non-Open
      Access) are included in order</p>
      <p>to obtain more comprehensive data coverage.</p>
      <p>Additional Keywords The analysis found the relevance of
      additional relevant keywords such as</p>
      <p>influencer, purchase intention, customer engagement, digital
      marketing, and</p>
      <p>consumer behavior, which enriched the mapping of concepts in
      the literature.</p>
      <p>Publication Year Range The time frame for publication of
      the</p>
      <p>articles analyzed covers 2009 to 2025, to see the evolution of
      research over more than a decade and the most up-to-date
      trends.</p>
      <p>Number of Documents The number of scientific articles that</p>
      <p>have been successfully collected and analyzed is 122 documents,
      which have gone through a selection process based on inclusion
      criteria.</p>
      <p>Analysis Tools The data that has been obtained is then exported
      and analyzed using the latest version of the VOSviewer software
      for</p>
      <p>bibliometric visualization.</p>
      <p>Types of Visualizations Bibliometric visualization consists
      of</p>
      <p>three main types: network visualization (showing the
      interconnectedness</p>
      <p>between elements such as keywords or authors), overlay
      visualization (mapping topic trends based on the year of</p>
      <p>publication), and density visualization (showing the intensity
      of the frequency with which a topic appears).</p>
    </disp-quote>
  </sec>
</sec>













<sec>
  <title>RESULTS AND DISCUSSION</title>
  <sec id="results-of-general-bibliometric-analysis">
    <title>Results of General Bibliometric Analysis</title>
    <p>The results of the analysis of publication trends show a
    significant increase in the number of documents discussing social
    media strategies to build brand awareness. If in the period
    2009–2014 there were only 1–3 publications per year, then after 2015
    this trend continues to increase consistently. A sharp spike
    occurred in 2020 until it peaked in 2024 with 18 documents. This
    phenomenon</p>
    <p>shows the urgency of the topic in the context of modern
    marketing, especially after the pandemic has driven the acceleration
    of digitalization. The decline in the number of publications in 2025
    cannot be interpreted as a downward trend, considering that the year
    is still ongoing and the indexing process has not been
    completed.</p>
    <disp-quote>
      <graphic mimetype="image" mime-subtype="jpeg" xlink:href="vertopal_1ba0d5634f3e40a4bb252136a5c21724/media/image3.jpeg" />
    </disp-quote>
  </sec>
  <sec id="figure-1.-publication-trends">
    <title>Figure 1. Publication Trends</title>
    <p>Based on the analysis of publication sources, it can be seen that
    the contribution of scientific articles related to social media
    strategies for brand awareness is spread across various journals.
    None of the journals dominate significantly, with each contributing
    only 1 to 2 papers per year. This shows that research on this topic
    is multidisciplinary in nature and spread across publication
    outlets, including marketing, communication, and strategic
    management journals. This even distribution reflects the breadth of
    academic interest in brand awareness issues in the context of social
    media.</p>
    <disp-quote>
      <graphic mimetype="image" mime-subtype="png" xlink:href="vertopal_1ba0d5634f3e40a4bb252136a5c21724/media/image4.png" />
    </disp-quote>
  </sec>
  <sec id="figure-2.-journal-source-trends">
    <title>Figure 2. Journal Source Trends</title>
    <p>Based on the graph of the number of documents per year according
    to journal sources, it can be seen that in the initial period,
    namely 2011 to 2018, the contribution of publications was relatively
    low and stable, with an average of about one article per journal per
    year. This condition reflects the early stages of developing
    research interest in this topic within the academic community.</p>
    <p>Starting in 2019, there has been a more noticeable increase in
    the number of publications from various journals, with peak
    productivity reaching two papers per journal from 2022 to 2025. This
    increase marks the acceleration of research in line with the rapid
    development of digitalization and marketing transformation through
    social media, especially in the post-pandemic period which
    encourages the massive use of digital platforms.</p>
    <p>In terms of journal contributions, the distribution of
    publications is relatively evenly distributed without the dominance
    of one particular journal. However, there are three prominent
    journals with the most consistent and significant contributions,
    namely the Journal of Business Research, the Journal of Marketing,
    and Computers in Human Behavior. These three journals routinely
    publish quality articles related to social media strategies and
    brand awareness, and have a strong influence on the development of
    academic literature in this field.</p>
    <p>This distribution pattern indicates that research in the field of
    social media strategy and brand awareness has a multidisciplinary
    character, with articles spread across various scientific outlets,
    including marketing, communication, and strategic management
    journals.</p>
    <p>The implication of this trend is that the topic of social media
    strategies to increase brand awareness has become an important focus
    in modern digital marketing research. The surge in the number of
    publications indicates that academics and practitioners are
    increasingly aware of the urgency and potential of social media as a
    strategic tool in building brand awareness and loyalty. This trend
    also emphasizes the need for further exploration of various aspects
    such as influencer marketing, purchase intention, and digital
    consumer engagement.</p>
    <p>Thus, the study and development of research in this realm is very
    relevant and urgent to continue to be carried out to support
    effective marketing decision- making in the digital era. This
    research also opens up opportunities for cross- disciplinary and
    geographical collaboration to produce a more comprehensive
    understanding of the dynamics of social media strategies and their
    impact on consumer behavior and brand performance.</p>
    <disp-quote>
      <graphic mimetype="image" mime-subtype="png" xlink:href="vertopal_1ba0d5634f3e40a4bb252136a5c21724/media/image5.png" />
    </disp-quote>
  </sec>
  <sec id="figure-3.-documents-by-author">
    <title>Figure 3. Documents by author</title>
  </sec>
  <sec id="section">
    <title></title>
    <p>The image shows the results of the analysis of the productivity
    of the top ten authors who contribute to scientific publications
    related to the topic under study. The five authors Foroudi, M.M,
    Foroudi, P, Kujur, F, Rudeloff, C and Zeqiri, J. each have two
    documents, while the other five authors have only one document. This
    reflects that the concentration of publications is still relatively
    low to moderate, without strong dominance from one particular
    individual or group. The topic of this research is still open and
    collaborative, with relatively even contributions from various
    authors.</p>
    <disp-quote>
      <graphic mimetype="image" mime-subtype="jpeg" xlink:href="vertopal_1ba0d5634f3e40a4bb252136a5c21724/media/image6.jpeg" />
    </disp-quote>
  </sec>
  <sec id="figure-4.-top-institutions-in-publication">
    <title>Figure 4. Top Institutions in Publication</title>
    <p>The results of the analysis of documents by affiliation show the
    top ten institutions that contribute to scientific publications
    related to the topic under study. Rennes School of Business occupies
    the highest position with three documents, while nine other
    institutions such as Universiti Teknologi Malaysia, La Trobe
    University, Middlesex University, Universiti Malaysia Sarawak, King
    Mongkut's Institute of Technology, University of Tehran, University
    of Georgia, King Faisal University, and The University of Jordan
    contributed two documents each. This distribution shows that
    research contributions come from a variety of international
    institutions without a strong dominance of one particular
    institution, reflecting the collaborative and global nature of the
    study topic.</p>
    <disp-quote>
      <graphic mimetype="image" mime-subtype="png" xlink:href="vertopal_1ba0d5634f3e40a4bb252136a5c21724/media/image7.png" />
    </disp-quote>
  </sec>
  <sec id="figure-5.-distribution-of-global-scientific-publications-by-country">
    <title>Figure 5. Distribution of Global Scientific Publications by
    Country</title>
  </sec>
  <sec id="section-1">
    <title></title>
    <p>The results of the Documents by Country/Territory analysis show
    the distribution of publications based on the author's country of
    origin or affiliated institutions. The United States occupies the
    highest position with the most number of publications, which is
    almost 30 documents. Followed by India with a significant number, as
    well as England in third place. Countries such as Indonesia,
    Malaysia, Australia, Germany, China, France, and Italy are also
    listed as contributors, albeit with a smaller number of documents.
    These data show that the topic under study has broad attention
    globally, with a strong dominance of both developed and developing
    countries. The participation of Indonesia and several other Asian
    countries indicates that this issue is also relevant and developing
    in the Asian region.</p>
    <disp-quote>
      <graphic mimetype="image" mime-subtype="jpeg" xlink:href="vertopal_1ba0d5634f3e40a4bb252136a5c21724/media/image8.jpeg" />
    </disp-quote>
  </sec>
  <sec id="figure-6.-distribution-of-scientific-document-types">
    <title>Figure 6. Distribution of Scientific Document Types</title>
    <p>The results of the Documents by Type analysis illustrate that all
    documents analyzed in this study come from scientific article types,
    with a ratio of 100%. There is no other type of document such as
    conference papers, literature reviews, book chapters, or editorials
    in the research data used. This information shows that the sources
    analyzed are literature that has gone through a peer- review process
    and has a high level of academic standards. Thus, the results of
    this bibliometric analysis can be considered to have a strong level
    of validity and credibility because they are entirely reliant on
    scientific articles that have been academically recognized.</p>
    <disp-quote>
      <graphic mimetype="image" mime-subtype="jpeg" xlink:href="vertopal_1ba0d5634f3e40a4bb252136a5c21724/media/image9.jpeg" />
    </disp-quote>
  </sec>
  <sec id="figure-7.-distribution-of-publications-by-field-of-science">
    <title>Figure 7. Distribution of Publications by Field of
    Science</title>
  </sec>
  <sec id="section-2">
    <title></title>
    <p>The results of the analysis of Documents by Subject Area show
    that most of the documents in this study come from the fields of
    Business, Management, and Accounting with a percentage of 54.4%,
    indicating that the topics studied are closely related to the world
    of business and management. The Social Sciences field contains 16.7%
    of the documents, which shows that there is an interdisciplinary
    approach in understanding the phenomenon being studied. Discussed by
    the fields of Economics, Econometrics, and Finance (5.3%),
    Engineering (4.2%), Decision Science (3.9%), and Computer Science
    (2.7%), with a small contribution from the categories of Psychology,
    Materials Science, and others below 2% each. This distribution
    reflects that although the main focus is on business studies, the
    subjects discussed are multidisciplinary, utilizing the perspectives
    of the social, technological, economic and psychological sciences to
    provide a more comprehensive understanding of the problems being
    studied.</p>
    <graphic mimetype="image" mime-subtype="jpeg" xlink:href="vertopal_1ba0d5634f3e40a4bb252136a5c21724/media/image10.jpeg" />
  </sec>
  <sec id="figure-8.-highest-funding-institution-in-research">
    <title>Figure 8. Highest Funding Institution in Research</title>
    <p>The results of the Documents by Funding Sponsor analysis show the
    distribution of documents based on research funding institutions.
    From the graph, it can be seen that the Deanship of Scientific
    Research and King Faisal University are the two main sponsors who
    each fund two documents. Meanwhile, other institutions such as the
    European Commission, Facebook, Hankuk University of Foreign Studies,
    Huazhong University, Indonesia's Ministry of Research, Technology
    and Higher Education, King Mongkut's Institute of Technology, King
    Saud University, and the Marketing Science Institute, each funded
    one document. This distribution shows that funding in the research
    topics studied is still limited and scattered, with few institutions
    actively involved on a recurring basis. However, the involvement of
    institutions from various countries, including Indonesia, shows the
    global attention to this issue and the potential for broader
    research development in the future if supported by more funding
    sources.</p>
    <disp-quote>
      <p><italic><bold>Visualization of Conceptual
      Relationships</bold></italic></p>
      <graphic mimetype="image" mime-subtype="jpeg" xlink:href="vertopal_1ba0d5634f3e40a4bb252136a5c21724/media/image11.jpeg" />
    </disp-quote>
  </sec>
  <sec id="figure-9.-table-of-bibliometric-analysis-results-by-country">
    <title>Figure 9. Table of bibliometric analysis results by
    country</title>
    <p>The table shows the results of bibliometric analysis by country,
    which includes the number of documents, the number of citations, and
    the total link strength as an indicator of the strength of
    international collaboration. The United States dominates with 28
    documents, 2,107 citations, and a total link strength of 1,473,
    making it a major center of collaboration and scientific impact in
    the study. It was followed by India with 15 documents, 345
    citations, and a total link strength of 633, and the United Kingdom
    with 11 documents, 907 citations, and 1,136 total link strength. The
    UK shows the power of collaboration and high academic influence.
    Indonesia is recorded as having 10 documents and 289 citations with
    a total link strength of 353, which reflects active involvement but
    still has room for increased impact and global cooperation. Other
    countries such as Malaysia, Germany, and France also showed
    important contributions with a fairly good combination of citations
    and the strength of collaboration. Meanwhile, countries such as
    Saudi Arabia, Iran, Vietnam, and Thailand have smaller
    contributions, both in the number of publications and in
    collaborative connectivity. Overall, this table indicates that
    although this research is global, the dominance is still seen from
    countries with high research capacity, while developing countries
    are beginning to show an increasing role in international scientific
    collaboration networks.</p>
    <graphic mimetype="image" mime-subtype="jpeg" xlink:href="vertopal_1ba0d5634f3e40a4bb252136a5c21724/media/image12.jpeg" />
  </sec>
  <sec id="figure-10.-collaboration-between-countries">
    <title>Figure 10. Collaboration Between Countries</title>
  </sec>
  <sec id="section-3">
    <title></title>
    <p>The results of the analysis The visualization of collaboration
    between countries through VOSviewer is a visualization of the
    collaboration network between countries in scientific publications
    analyzed using the VOSviewer software. Each circle represents a
    single country, with a measure that reflects the intensity of that
    country's contribution to the publication, while the connecting
    lines show the collaborative relationship between countries. From
    this visualization, it can be seen that the United States is the
    largest center of collaboration, characterized by the largest node
    size and the most connections, indicating its dominant role in the
    global research network. Countries such as India, Indonesia, and
    Malaysia are members of the red cluster that shows the strength of
    regional collaboration in the Asia and Middle East regions. Other
    clusters such as green (involving the United States, China, Lebanon,
    and Thailand), blue (which includes the United Kingdom, France,
    Italy, and the United Arab Emirates), and yellow (including Germany,
    Australia, Greece, and South Korea), feature interconnected networks
    of collaboration between countries. Overall, this visualization
    reflects that the research topics studied are international and
    collaborative in nature, with active involvement from different
    countries in different regions of the world.</p>
    <graphic mimetype="image" mime-subtype="jpeg" xlink:href="vertopal_1ba0d5634f3e40a4bb252136a5c21724/media/image13.jpeg" />
  </sec>
  <sec id="figure-11.-network-visualization">
    <title>Figure 11. Network Visualization</title>
    <p>This image is a visualization of keyword co-occurrence from the
    results of bibliometric analysis with VOSviewer. This visualization
    translates the relationship of keywords that occur together in the
    analyzed document showing the connection of concepts in the theme of
    the study. The color of each circle describes a cluster of themes,
    and the size of the circle indicates the frequency of its
    appearance. The wider the circle, the more frequency the viewer
    has.</p>
  </sec>
  <sec id="cluster-1-purchase-intention-consumers-in-developing-countries">
    <title>Cluster 1: Purchase Intention &amp; Consumers in Developing
    Countries</title>
    <p>Keywords: :P urchase Intention, loyalty, barand engament,
    Indonesia, sales, costomer engament and emerging economies</p>
    <p>Focus: Highlighting purchase intent and loyalty as a result of
    consumer engagement, with many studies based on the context of
    developing countries such as Indonesia.</p>
  </sec>
  <sec id="cluster-2-brand-communication-and-competitive-advantage">
    <title>Cluster 2: Brand Communication and Competitive
    Advantage</title>
  </sec>
  <sec id="section-4">
    <title></title>
    <p>Keywords: corporate communications, competitive advantage,
    brands, content marketingFocus: Describe how communication and
    content marketing strategies shape brand image and competitive
    differentiation.</p>
  </sec>
  <sec id="cluster-3-digital-marketing-in-the-fashion-industry">
    <title>Cluster 3: Digital Marketing in the Fashion Industry</title>
    <p>Keywords: marketing, fashion, brand communities, brand
    management, e- commerceFocus: Focus on the application of digital
    marketing in the fashion industry and the role of brand communities
    in strengthening brand identity.</p>
  </sec>
  <sec id="cluster-4-word-of-mouth-consumer-perception">
    <title>Cluster 4: Word of Mouth &amp; Consumer Perception</title>
    <p>Keywords: electronic word of mouth, reputation, consumer
    attitude, advertising value Focus: Emphasizing the impact of
    consumer perception and e-WOM in shaping the reputation and
    effectiveness of digital promotions.</p>
  </sec>
  <sec id="cluster-5-brand-association-quality-perception">
    <title>Cluster 5: Brand Association &amp; Quality Perception</title>
    <p>Keywords: brand association, brand loyalty, perceived quality,
    word of mouthFocus: Shows the importance of quality perception and
    brand association in shaping consumer loyalty.</p>
  </sec>
  <sec id="cluster-6-brand-awareness-social-media">
    <title>Cluster 6: Brand Awareness &amp; Social Media</title>
    <p>Kata Kunci: brand awareness, social media marketing, small
    businesses</p>
    <p>Focus: Explain the role of social media in increasing brand
    awareness, especially for MSMEs.</p>
  </sec>
  <sec id="cluster-7-social-media-platform-consumer-behavior">
    <title>Cluster 7 : Social Media Platform &amp; Consumer
    Behavior</title>
    <p>Kata Kunci : Social media, consumer behavior, social media
    platfroms</p>
    <p>Focus: Examine the relationship between social media platforms
    and consumer behavior in digital interactions.</p>
  </sec>
  <sec id="cluster-8-influencer-marketing-digital-strategy">
    <title>Cluster 8 : Influencer Marketing &amp; Digital
    Strategy</title>
    <p>Keywords : Influencer marketing, influencer, marketing
    strategy</p>
    <p>Focus: Elevate the role of influencers in shaping public opinion
    and the effectiveness of digital marketing strategies.</p>
    <graphic mimetype="image" mime-subtype="jpeg" xlink:href="vertopal_1ba0d5634f3e40a4bb252136a5c21724/media/image14.jpeg" />
  </sec>
  <sec id="figure-12.-research-updates">
    <title>Figure 12. Research Updates</title>
    <p>Based on the results of the overlay visualization image analysis
    from VOSviewer, it can be seen that the research focus in the field
    of digital marketing has shifted from classic topics to more
    up-to-date issues. The colors in the visualization represent the
    average year of the appearance of keywords in</p>
    <p>scientific publications: dark blue indicates the dominant
    appearance in 2016– 2018, green indicates the appearance around
    2019–2021, while bright yellow indicates a growing and popular
    keyword in the 2022–2024 range. The latest topics that appear to be
    yellow are purchase intention, influencer marketing, brand
    awareness, customer engagement, electronic word of mouth,
    advertising value, and Indonesia and emerging economies indicates
    that current research trends are greatly influenced by the dynamics
    of digital marketing which is interactive and social media-based.
    This reflects the researcher's interest in understanding consumer
    behavior in the digital age, especially in the context of developing
    countries. On the other hand, keywords such as corporate
    communications, brands, competitive advantage, and fashion dominated
    by blue, show that these topics have been extensively researched and
    become the initial foundation in marketing research. Thus, this
    analysis confirms that the novelty of current research is in the
    realm of social media-based digital strategies oriented towards
    consumer engagement and social influence, making it a highly
    relevant and potential area for further research, especially if it
    is associated with local contexts such as Indonesia.</p>
    <sec id="implication">
      <title>Implication</title>
      <p>The results of this study provide a number of important
      implications both theoretically and practically. Theoretically,
      findings from bibliometric analysis and overlay visualization
      enrich the literature by identifying the latest directions and
      trends in social media strategy research to build brand awareness.
      Keywords such as influencer marketing, purchase intent, and
      customer engagement appear to be dominated by yellow in the
      visualization, indicating that these topics are the main focus in
      recent research. This confirms that digital marketing approaches
      based on social interaction and consumer engagement are
      increasingly relevant in academic contexts. The involvement of the
      context of developing countries such as Indonesia also shows that
      the application of marketing theory is now increasingly broad and
      relevant in local and global frameworks.</p>
      <p>From a practical perspective, this study highlights the
      importance of integrating social media strategies with elements
      such as collaboration with influencers, increasing digital
      interaction with consumers, and utilizing electronic word of mouth
      (e-WOM). These findings provide valuable guidance for business and
      marketing people, especially small and medium enterprises (MSMEs)
      in designing digital campaigns that are not only attractive but
      also have an impact on increasing brand awareness and purchase
      intent.</p>
      <p>In addition, in terms of policy and scientific development, the
      results of visualization of international collaboration show that
      countries such as the United States, India, and the United Kingdom
      dominate scientific cooperation networks in this field.
      Indonesia's active involvement in several clusters indicates the
      potential to expand global research collaboration. Therefore,
      research and higher education policy support in the form of
      funding, facilitation of cross- institutional collaboration, and
      strengthening academic capacity are urgently</p>
      <p>needed to encourage the contribution of local researchers in
      the global digital marketing landscape.</p>
    </sec>
  </sec>
</sec>









<sec>
  <title>CONCLUSIONS AND RECOMMENDATIONS</title>
  <p>This research has succeeded in mapping the research landscape
  related to social media strategies to build brand awareness through a
  bibliometric approach to 122 scientific articles indexed in Scopus.
  The results of the analysis show that this topic has experienced
  significant development in the past decade, with a surge in
  publications especially after 2020, as the use of social media in
  digital marketing practices increases. Research contributions are
  globally distributed, with a dominance from countries such as the
  United States, India, and the United Kingdom, as well as active
  involvement from developing countries such as Indonesia and Malaysia.
  Visual analysis using VOSviewer identified eight main thematic
  clusters that reflect current research focuses, including: purchase
  intent, influencer marketing, customer engagement, brand awareness,
  and electronic word of mouth. Overlay visualization shows that themes
  such as consumer engagement and influencer-based marketing are the
  most up-to-date and evolving areas of study. This research also
  reveals that the approach to social media strategy in building brand
  awareness is multidisciplinary, involving the fields of business
  science, management, communication, and consumer behavior. In
  addition, the results of the collaboration mapping show that this
  research is global and collaborative, opening up opportunities for
  synergy across countries and institutions. Overall, the study not only
  provides a comprehensive overview of the intellectual structure and
  direction of research development, but also offers a conceptual and
  strategic basis for academics, practitioners, and policymakers to
  understand and optimize the use of social media in building brand
  power in the digital age. More in-depth qualitative and quantitative
  follow-up research is needed to explore the linkages between concepts
  and the effectiveness of strategies in more specific industry and
  demographic contexts. As a follow-up, further research is needed
  qualitatively and quantitatively to explore the linkages between
  concepts such as influencer marketing, brand engagement, and purchase
  intention in a more specific industry and demographic context.
  Qualitative research based on case studies or in-depth interviews with
  MSME actors in Indonesia can provide a richer contextual understanding
  of the real practices of digital marketing. In addition, longitudinal
  and experimental approaches can be used to assess the effectiveness of
  social media strategies in the long term and under different market
  conditions. Comparative research between developing countries is also
  important to understand the influence of cultural and technological
  contexts on the acceptance</p>
  <p>of digital strategies.</p>
</sec>









<sec>
  <title>ADVANCED RESEARCH</title>
  <p>Further research can be conducted qualitatively through case
  studies or interviews with MSMEs in Indonesia to understand the real
  practices of social</p>
  <p>media strategies. Experimental and longitudinal studies are also
  needed to measure the effectiveness of strategies in the long term. In
  addition, comparative research between developing countries is
  important to see the influence of culture and technology on the
  acceptance of digital strategies. A multidisciplinary approach needs
  to be developed by involving the fields of communication, management,
  and consumer behavior. New themes such as influencer marketing and
  consumer engagement also need to be explored further. Finally, the use
  of AI technology and big data in social media strategies is a relevant
  research opportunity in today's digital era.</p>
</sec>











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