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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.v4i9.15407</article-id>
      <title-group>
        <article-title>The Role of Beauty Content Creators and TikTok Affiliates in Influencing Local Skincare Product Purchase Decisions</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes">
          <name>
            <surname>Simangunsong</surname>
            <given-names>Sixson Roberto</given-names>
          </name>
          <aff>Sekolah Tinggi Ilmu Manajemen Sukma Medan</aff>
          <email>msixson@gmail.com</email>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Amanda</surname>
            <given-names>Nayla</given-names>
          </name>
          <aff>Sekolah Tinggi Ilmu Manajemen Sukma Medan</aff>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Simanjuntak</surname>
            <given-names>Josuwandi</given-names>
          </name>
          <aff>Sekolah Tinggi Ilmu Manajemen Sukma Medan</aff>
        </contrib>
      </contrib-group>
      <pub-date pub-type="epub">
        <day>26</day>
        <month>09</month>
        <year>2025</year>
      </pub-date>
      <history>
        <date date-type="received">
          <day>11</day>
          <month>08</month>
          <year>2025</year>
        </date>
        <date date-type="rev-recd">
          <day>25</day>
          <month>08</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>26</day>
          <month>09</month>
          <year>2025</year>
        </date>
      </history>
      <volume>4</volume>
      <issue>9</issue>
      <fpage>2067</fpage>
      <lpage>2078</lpage>
      <abstract>
        <p>
          The development of digital technology has significantly changed marketing strategies, including in the beauty industry. One of the modern forms of marketing that is now very popular is through social media platforms such as TikTok. Many beauty content creators are actively sharing reviews, tutorials, and recommendations for local skincare products. Not only that, TikTok's affiliate program also makes it easier for content creators to market products directly to their audience. This phenomenon encourages changes in consumer behavior, especially in making decisions to purchase local skincare products. This study uses a quantitative approach with a survey method. Data will be collected through the distribution of questionnaires to respondents who are active users of TikTok and have purchased local skincare products recommended by beauty creators. The independent variable in this study is the role of beauty content creators and TikTok affiliates, while the dependent variable is the purchase decision. The data analysis technique used is multiple linear regression analysis to see the effect simultaneously and partially. From this study, it is expected that beauty content creators and TikTok affiliates have a significant influence on local skincare product purchase decisions. Trust in content creators, the quality of the content presented, and the ease of access to purchases through affiliate links are expected to be the main factors in encouraging consumers to buy promoted products.
        </p>
      </abstract>
      <kwd-group>
        <kwd>TikTok</kwd>
        <kwd>Beauty Content</kwd>
        <kwd>Marketing</kwd>
        <kwd>Skincare</kwd>
        <kwd>Purchase Decision</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 id="introduction">
  <title>INTRODUCTION</title>
  <sec id="background-of-the-problem">
    <title>Background of the Problem</title>
    <disp-quote>
      <p>In recent years, the development of digital technology and
      social media has changed the way consumers interact with products
      and brands. One of the most influential platforms in this regard
      is TikTok, which has become a gathering place for various beauty
      content creators or beauty vloggers. They play an important role
      in promoting skincare products through interesting reviews,
      tutorials, and recommendations. However, behind this popularity,
      there are a number of problems that need to be examined,
      especially related to ethics and responsibility in marketing.</p>
      <p>One of the main issues faced is the overclaim practice carried
      out by several beauty content creators. Overclaim refers to the
      act of exaggerating the benefits or content of a skincare product,
      which is often not supported by valid scientific evidence. This
      can mislead consumers, especially those who lack knowledge about
      skincare products. Many potential buyers get caught up in the
      sweet promises made by content creators, which can eventually lead
      to skin damage or other health problems, such as breakouts.</p>
      <p>This phenomenon is further exacerbated by endorsements from
      skincare brands that provide significant financial rewards to
      content creators. In some cases, the payment received can reach
      hundreds of millions of rupiah. This creates an incentive for some
      content creators to neglect their ethical responsibilities and
      focus more on financial gain. Although not all beauty content
      creators are involved in this practice, the negative impact it has
      is quite significant for consumers who trust the information
      conveyed.</p>
      <p>In addition, the news about beauty doctors who are also
      involved in overclaim practices further adds to the complexity of
      this problem. Some doctors, who are supposed to be reliable
      sources of information, are actually involved in product promotion
      with inaccurate claims. Even more surprisingly, these products are
      often sold at very low prices during live streaming sessions on
      TikTok. For example, skincare products that were initially sold
      for 3 million rupiah, were suddenly offered at a price of 300
      thousand rupiah for four products at once. This price dumping
      practice not only harms consumers, but also lowers the credibility
      of the medical profession and local skincare brands.</p>
      <p>This problem is becoming increasingly relevant in today's
      digital era, where information can be easily disseminated and
      accessed by the wider community. Therefore, this study aims to
      explore the role of beauty content creators and TikTok affiliate
      programs in influencing the purchase decision of local skincare
      products. This research is expected to provide deeper insights
      into the influence of digital influencers on consumer behavior, as
      well as the importance of ethics in digital marketing in the
      fast-growing era of social media.</p>
    </disp-quote>
  </sec>
  <sec id="problem-formulation">
    <title>Problem Formulation</title>
    <disp-quote>
      <p>Based on the background that has been explained, the
      formulation of the problem in this study is as follows:</p>
    </disp-quote>
    <list list-type="order">
      <list-item>
        <p>How does beauty content creators influence the decision to
        buy local skincare products among TikTok users?</p>
      </list-item>
      <list-item>
        <p>Does the promotion carried out by beauty content creators
        through the TikTok affiliate program have a significant effect
        on consumer interest and purchase decisions?</p>
      </list-item>
    </list>
  </sec>
  <sec id="research-objectives">
    <title>Research Objectives</title>
    <disp-quote>
      <p>Based on the formulation of the problem that has been
      presented, the objectives of this study are as follows:</p>
    </disp-quote>
    <list list-type="order">
      <list-item>
        <p>To find out and analyze the influence of beauty content
        creators on the purchase decision of local skincare products on
        TikTok users.</p>
      </list-item>
      <list-item>
        <p>To find out whether promotions carried out through TikTok
        affiliate programs by beauty content creators have a significant
        effect on consumers' interest and purchase decisions.</p>
      </list-item>
    </list>
  </sec>
  <sec id="research-benefits">
    <title>Research Benefits</title>
    <disp-quote>
      <p>This research is expected to provide benefits both
      theoretically and practically for various parties as follows:</p>
      <p><italic>For Educational Institutions</italic></p>
      <p>This research is expected to be an additional reference in
      development literature in the field of digital marketing
      management, especially regarding promotional strategies carried
      out by beauty content creators and affiliate marketing on social
      media.</p>
      <p><italic>For Libraries and Academics</italic></p>
      <p>This research can be used as a source of literature for
      students, researchers, and academics who are interested in
      exploring the phenomenon of the influence of beauty content
      creators and TikTok affiliates on consumer behavior. This research
      can also provide insights for the development of advanced research
      on similar topics.</p>
      <p><italic>For Business People and Prospective Affiliate
      Marketers</italic></p>
      <p>This study provides an overview of the important role of a
      content creator and affiliate in influencing consumer purchasing
      decisions, so that they can used as a consideration to design a
      more effective and reliable promotional strategy, especially in
      reaching the Gen Z market and active TikTok users.</p>
    </disp-quote>
  </sec>
</sec>
<sec id="literature-review">
  <title>LITERATURE REVIEW</title>
  <sec id="definition-of-research-variables">
    <title>Definition of Research Variables</title>
    <disp-quote>
      <p>Research variables are everything that is the object of
      observation or measurement in a research. This variable is used to
      explain a phenomenon or the relationship between the phenomena
      being studied. In the study, the variables are differentiated
      into:</p>
    </disp-quote>
    <list list-type="order">
      <list-item>
        <p>Independent Variable (X) → a variable that affects or causes
        change.</p>
      </list-item>
      <list-item>
        <p>Dependent Variable (Y) → a variable that is affected or is
        the result of</p>
      </list-item>
    </list>
    <disp-quote>
      <p>an independent variable.</p>
      <p>According to Sugiyono (2019), <italic>A research variable is an
      attribute or trait or value of a person, object, or activity that
      has certain variations that are determined by the researcher to be
      studied and drawn conclusions.</italic></p>
    </disp-quote>
  </sec>
  <sec id="independent-variable-xindependent-variable">
    <title>Independent Variable (X/Independent Variable):</title>
    <disp-quote>
      <p>These variables are factors that affect.</p>
    </disp-quote>
  </sec>
  <sec id="beauty-content-creator">
    <title>→ Beauty Content Creator</title>
    <disp-quote>
      <p><bold>→ Affiliate TikTok</bold></p>
      <p><italic>Beauty Content Creator</italic></p>
      <p>Beauty content creators are individuals who actively produce
      and share content about beauty on digital platforms such as
      TikTok, Instagram, and YouTube. According to Khamis, Ang, and
      Welling (2017), content creators are a representation of modern
      prosumers who not only consume media, but also play a role in
      producing and influencing public opinion through the personal
      content they upload. In the context of beauty, they usually review
      products makeup, skincare, or providing beauty tips that can
      influence the decisions of their followers.</p>
      <p><italic>Affiliate TikTok</italic></p>
      <p>TikTok Affiliate is a partnership program that allows content
      creators to promote certain products through TikTok Shop links or
      features, and earn commission from any sales that occur through
      the link. Menurut Tuten dan Solomon (2018), Affiliate marketing is
      a form of performance-based marketing in which individuals earn a
      commission on sales generated through their promotional efforts.
      In the context of TikTok, this program has grown rapidly as an
      efficient digital marketing strategy and directly targets the
      audience. Usually they promote it by adding in the yellow basket
      every content they want to display, not only that, they also
      usually spread the link through whatshapp, this is done on
      beginner affiiate that has not met TikTok affiliate requirements.
      The requirement is a minimum of 500 followers for him to
      officially become a TikTok affiliate.</p>
    </disp-quote>
    <sec id="dependent-variables-ybound-variables">
      <title>Dependent Variables (Y/Bound Variables):</title>
      <disp-quote>
        <p>This variable is the result or consequence of an independent
        variable.</p>
        <p><italic>→ Local Skincare Product Purchase
        Decision</italic></p>
        <p><italic>Purchase Decision</italic></p>
        <p>Purchasing decisions are psychological processes carried out
        by consumers in choosing, considering, and ultimately purchasing
        a product or service. According to Kotler dan Keller (2016), A
        purchase decision is a stage at which the consumer evaluate
        various options and choose to buy based on motivation, needs, as
        well as external influences such as ads or influencer
        recommendations. In this case, beauty content creators and
        TikTok affiliates are one of the significant external
        factors.</p>
      </disp-quote>
    </sec>
    <sec id="relevant-research">
      <title>Relevant Research</title>
      <disp-quote>
        <p><italic>Ardinov,A.Z.(2023).</italic></p>
        <p><bold>Heading:</bold> <italic>Video Influencer Sebagai
        Preferensi Konsumsi Kecantikan pada Generasi Z di Social
        CommerceTikTok</italic></p>
        <p><bold>Institution:</bold> Universitas Islam Negeri (UIN)
        Syarif Hidayatullah Jakarta</p>
        <p><bold>Source:</bold>
        <ext-link ext-link-type="uri" xlink:href="https://repository.uinjkt.ac.id/"><underline>repository.uinjkt.ac.id</underline></ext-link></p>
        <p><italic>Findings:</italic></p>
        <p>This study examines how videos made by influencers on TikTok
        are able to influence beauty product consumption preferences in
        Generation Z. The results of the study show that the younger
        generation tends to trust visual content and personal narratives
        from influencers, which then shapes their decision to try or buy
        beauty products. This shows that visual content on TikTok is the
        main source of preference and consideration in buying skincare
        and makeup products, especially when accompanied by marketing
        strategies such as affiliate links and exclusive discounts.</p>
        <p><italic>Relevance:</italic></p>
        <p>This study is very relevant because it shows specifically the
        <bold>influence of beauty content creators on TikTok on
        consumption/purchase decisions</bold> among Gen Z — a target
        demographic that is also the audience of TikTok affiliates.</p>
      </disp-quote>
    </sec>
  </sec>
</sec>
<sec id="methodology">
  <title>METHODOLOGY</title>
  <sec id="research-subject">
    <title>Research Subject</title>
    <disp-quote>
      <p>The object of research in this research is active TikTok users
      in the STIM Sukma Campus area, especially those who follow or
      often watch content from beauty content creators and TikTok
      affiliates. The main focus is on consumers who buy local skincare
      products after being affected by promotions or reviews conducted
      by beauty content creators on TikTok.</p>
      <p>The research subjects also included TikTok affiliates who
      promote local skincare products, to find out the extent of their
      role in shaping consumer purchasing decisions. TikTok as a social
      media and e-commerce platform currently has a big influence in the
      world of beauty, where many local brands use content creators as
      the spearhead of digital marketing.</p>
    </disp-quote>
  </sec>
  <sec id="research-methods">
    <title>Research Methods</title>
    <disp-quote>
      <p>In this study, the researcher used <bold>a quantitative
      method</bold>. Quantitative methods are research methods that are
      used to test theories using data in the form of numbers, as well
      as analyzing the relationships between predetermined
      variables.</p>
      <p>According to <bold>Sugiyono (2019)</bold>,
      <italic>“Quantitative methods can be interpreted as research
      methods based on the philosophy of positivism, used to research on
      certain populations or samples, data collection techniques using
      research instruments, quantitative/statistical data analysis with
      the aim of testing the hypothesis that has been
      established.”</italic></p>
      <p>The use of this method is considered appropriate because the
      study wants to find out how much influence beauty content creators
      and TikTok affiliates have on local skincare product purchase
      decisions through measurable data.</p>
    </disp-quote>
  </sec>
  <sec id="data-analysis">
    <title>Data Analysis</title>
    <disp-quote>
      <p>Data collection in this study was carried out using a
      <bold>questionnaire</bold> method that was distributed online to
      respondents. The questionnaire was designed with questions related
      to the frequency with which they watched beauty creator content,
      trust in TikTok affiliates, and their decision to buy local
      skincare products after watching the content.</p>
      <p>In addition, observation techniques for several beauty content
      creator and TikTok affiliate accounts are also carried out
      passively to see the promotion strategy and audience response
      directly. The results of the questionnaire will be analyzed using
      simple statistical analysis techniques to measure the relationship
      between variables in the study.</p>
    </disp-quote>
  </sec>
</sec>
<sec id="results-and-discussion">
  <title>RESULTS AND DISCUSSION</title>
  <sec id="validity-test-results">
    <title>Validity Test Results</title>
    <disp-quote>
      <p>The following are the results of the questionnaire validity
      test:</p>
    </disp-quote>
    <disp-quote>
      <p>Table 1. Validity Test Results</p>
    </disp-quote>
<table-wrap>
    <label>Table 1. Validity Test Results</label>
    <alternatives>
        <table frame="hsides" rules="groups">
            <thead>
                <tr>
                    <td align="center" valign="middle" rowspan="2"><italic>Variabel</italic></td>
                    <td align="center" valign="middle" rowspan="2"><italic>Indicator</italic></td>
                    <td align="center" valign="middle" rowspan="2"><italic>r-count</italic></td>
                    <td align="center" valign="middle" rowspan="2"><italic>R-Table (5)%</italic></td>
                    <td align="center" valign="middle" rowspan="2"><italic>Sig</italic></td>
                    <td align="center" valign="middle" rowspan="2"><italic>Information</italic></td>
                </tr>
            </thead>
            
            <tbody>
                <tr>
                    <td align="left" valign="middle" rowspan="9">The Role of Beauty Content TikTok Creator and Affiliate (X)</td>
                    <td align="center" valign="middle">X1</td>
                    <td align="center" valign="middle">0,820598</td>
                    <td align="center" valign="middle">0,316</td>
                    <td align="center" valign="middle">0</td>
                    <td align="center" valign="middle">valid</td>
                </tr>
                <tr>
                    <td align="center" valign="middle">X2</td>
                    <td align="center" valign="middle">0,860514</td>
                    <td align="center" valign="middle">0,316</td>
                    <td align="center" valign="middle">0</td>
                    <td align="center" valign="middle">valid</td>
                </tr>
                <tr>
                    <td align="center" valign="middle">X3</td>
                    <td align="center" valign="middle">0,709642</td>
                    <td align="center" valign="middle">0,316</td>
                    <td align="center" valign="middle">0</td>
                    <td align="center" valign="middle">valid</td>
                </tr>
                <tr>
                    <td align="center" valign="middle">X4</td>
                    <td align="center" valign="middle">0,778707</td>
                    <td align="center" valign="middle">0,316</td>
                    <td align="center" valign="middle">0</td>
                    <td align="center" valign="middle">valid</td>
                </tr>
                <tr>
                    <td align="center" valign="middle">X5</td>
                    <td align="center" valign="middle">0,792775</td>
                    <td align="center" valign="middle">0,316</td>
                    <td align="center" valign="middle">0</td>
                    <td align="center" valign="middle">valid</td>
                </tr>
                <tr>
                    <td align="center" valign="middle">X6</td>
                    <td align="center" valign="middle">0,759113</td>
                    <td align="center" valign="middle">0,316</td>
                    <td align="center" valign="middle">0</td>
                    <td align="center" valign="middle">valid</td>
                </tr>
                <tr>
                    <td align="center" valign="middle">X7</td>
                    <td align="center" valign="middle">0,714371</td>
                    <td align="center" valign="middle">0,316</td>
                    <td align="center" valign="middle">0</td>
                    <td align="center" valign="middle">valid</td>
                </tr>
                <tr>
                    <td align="center" valign="middle">X8</td>
                    <td align="center" valign="middle">0,861183</td>
                    <td align="center" valign="middle">0,316</td>
                    <td align="center" valign="middle">0</td>
                    <td align="center" valign="middle">valid</td>
                </tr>
                <tr>
                    <td align="center" valign="middle">X9</td>
                    <td align="center" valign="middle">0,740869</td>
                    <td align="center" valign="middle">0,316</td>
                    <td align="center" valign="middle">0</td>
                    <td align="center" valign="middle">valid</td>
                </tr>
                
                <tr>
                    <td align="left" valign="middle" rowspan="7">Purchase Decision (Y)</td>
                    <td align="center" valign="middle">Y1</td>
                    <td align="center" valign="middle">0,665904</td>
                    <td align="center" valign="middle">0,316</td>
                    <td align="center" valign="middle">0</td>
                    <td align="center" valign="middle">valid</td>
                </tr>
                <tr>
                    <td align="center" valign="middle">Y2</td>
                    <td align="center" valign="middle">0,748993</td>
                    <td align="center" valign="middle">0,316</td>
                    <td align="center" valign="middle">0</td>
                    <td align="center" valign="middle">valid</td>
                </tr>
                <tr>
                    <td align="center" valign="middle">Y3</td>
                    <td align="center" valign="middle">0,805431</td>
                    <td align="center" valign="middle">0,316</td>
                    <td align="center" valign="middle">0</td>
                    <td align="center" valign="middle">valid</td>
                </tr>
                <tr>
                    <td align="center" valign="middle">Y4</td>
                    <td align="center" valign="middle">0,821726</td>
                    <td align="center" valign="middle">0,316</td>
                    <td align="center" valign="middle">0</td>
                    <td align="center" valign="middle">valid</td>
                </tr>
                <tr>
                    <td align="center" valign="middle">Y5</td>
                    <td align="center" valign="middle">0,797652</td>
                    <td align="center" valign="middle">0,316</td>
                    <td align="center" valign="middle">0</td>
                    <td align="center" valign="middle">valid</td>
                </tr>
                 <tr>
                    <td align="center" valign="middle">Y6</td>
                    <td align="center" valign="middle">0,788162</td>
                    <td align="center" valign="middle">0,316</td>
                    <td align="center" valign="middle">0</td>
                    <td align="center" valign="middle">valid</td>
                </tr>
                 <tr>
                    <td align="center" valign="middle">Y7</td>
                    <td align="center" valign="middle">0,851159</td>
                    <td align="center" valign="middle">0,316</td>
                    <td align="center" valign="middle">0</td>
                    <td align="center" valign="middle">valid</td>
                </tr>
            </tbody>
        </table>
    </alternatives>
</table-wrap>
    <disp-quote>
      <p>R-value <bold>of</bold> the entire indicator &gt; r-table
      (0.316) Significance Value <bold>(Sig.) = 0</bold>, meaning very
      significant All indicators are declared <bold>valid</bold></p>
      <p>Based on the results of the validity test, all indicators on
      variables X (Role of Beauty Content Creators and TikTok
      Affiliates) and variable Y (Purchase Decisions) had a correlation
      value greater than r-table (0.316), as well as a significance
      value below 0.05. Thus, all questionnaire items in this study were
      declared valid.</p>
    </disp-quote>
  </sec>
  <sec id="reliability-test-results">
    <title>Reliability Test Results</title>
    <disp-quote>
      <p>The following are the results of the Questionnaire Reliability</p>
    </disp-quote>
    <disp-quote>
      <p>test: Table 2. Reliability Test Results</p>
    </disp-quote>
<table-wrap>
    <label>Table 2. Reliability Test Results</label>
    <alternatives>
        <table frame="hsides" rules="groups">
            <thead>
                <tr>
                    <td align="center" valign="middle" rowspan="2"><italic>Variabel</italic></td>
                    <td align="center" valign="middle" colspan="1"><italic>Cronbach's</italic></td>
                    <td align="center" valign="middle" rowspan="2"><italic>Information</italic></td>
                </tr>
                <tr>
                    <td align="center" valign="middle"><italic>Values Alpha</italic></td>
                </tr>
            </thead>
            
            <tbody>
                <tr>
                    <td align="center" valign="middle">X1</td>
                    <td align="center" valign="middle">0,899</td>
                    <td align="center" valign="middle">reliable</td>
                </tr>
                <tr>
                    <td align="center" valign="middle">X2</td>
                    <td align="center" valign="middle">0,873</td>
                    <td align="center" valign="middle">reliable</td>
                </tr>
                <tr>
                    <td align="center" valign="middle">Y</td>
                    <td align="center" valign="middle">0,917</td>
                    <td align="center" valign="middle">reliable</td>
                </tr>
            </tbody>
        </table>
    </alternatives>
</table-wrap>
    <disp-quote>
      <p>If Cronbach's Alpha value &gt; 0.70 then it is a reliable
      conclusion If Cronbach's Alpha value &lt; 0.70, then it is
      unreliable</p>
      <p>The results of the reliability test showed that all variables
      had Cronbach's Alpha values above 0.70, namely X1 of 0.899, X2 of
      0.873, and Y of 0.917. This shows that all questionnaire items are
      reliable and trustworthy to measure the variables in question.</p>
    </disp-quote>
  </sec>
  <sec id="classical-assumption-test-results">
    <title>Classical Assumption Test Results</title>
    <disp-quote>
      <p><italic>Normality Test Results</italic></p>
    </disp-quote>
    <disp-quote>
      <p>Table 3. One-Sample Kolmogorov-Smirnov Test</p>
    </disp-quote>
<table-wrap>
    <label>Table 3. One-Sample Kolmogorov-Smirnov Test</label>
    <alternatives>
        <table frame="hsides" rules="groups">
            <thead>
                <tr>
                    <td align="center" valign="middle" colspan="2"/>
                    <td align="center" valign="bottom"><italic>Unstandardized Residual</italic></td>
                </tr>
            </thead>
            
            <tbody>
                <tr>
                    <td align="left" valign="middle" colspan="2">N</td>
                    <td align="center" valign="middle">39</td>
                </tr>
                <tr>
                    <td align="left" valign="middle" rowspan="2">Normal Parameters<sup style="font-size:75%">a,b</sup></td>
                    <td align="left" valign="middle">Mean</td>
                    <td align="center" valign="middle">.0000000</td>
                </tr>
                <tr>
                    <td align="left" valign="middle">Std. Deviation</td>
                    <td align="center" valign="middle">2.81913082</td>
                </tr>
                <tr>
                    <td align="left" valign="middle" rowspan="3">Most Extreme Differences</td>
                    <td align="left" valign="middle">Absolute</td>
                    <td align="center" valign="middle">.127</td>
                </tr>
                <tr>
                    <td align="left" valign="middle">Positive</td>
                    <td align="center" valign="middle">.127</td>
                </tr>
                <tr>
                    <td align="left" valign="middle">Negative</td>
                    <td align="center" valign="middle">-.098</td>
                </tr>
                <tr>
                    <td align="left" valign="middle" colspan="2">Test Statistic</td>
                    <td align="center" valign="middle">.127</td>
                </tr>
                <tr>
                    <td align="left" valign="middle" colspan="2">Asymp. Sig. (2-tailed)<sup style="font-size:75%">c</sup></td>
                    <td align="center" valign="middle">.114</td>
                </tr>
            </tbody>
            <tfoot>
                <tr>
                    <td align="left" colspan="3">
                        <p style="font-size:75%">a. Test distribution is Normal.</p>
                        <p style="font-size:75%">b. Calculated from data.</p>
                        <p style="font-size:75%">c. Lilliefors Significance Correction.</p>
                    </td>
                </tr>
            </tfoot>
        </table>
    </alternatives>
</table-wrap>
    <sec id="kolmogorov-smirnov-test">
      <title>Kolmogorov-Smirnov Test</title>
      <disp-quote>
        <p><italic>Asymp. Sig. Value (2-tailed) = 0,114 &gt;
        0,05</italic></p>
        <p>The normality test using the Kolmogorov-Smirnov method showed
        a significance value of 0.114 (&gt; 0.05). Therefore, it can be
        concluded that the data is normally distributed and is eligible
        for regression analysis.</p>
      </disp-quote>
    </sec>
    <sec id="simple-linear-regression-test-results">
      <title>Simple Linear Regression Test Results</title>
      <list list-type="order">
        <list-item>
          <p>Model Summary</p>
        </list-item>
      </list>
      <graphic mimetype="image" mime-subtype="jpeg" xlink:href="vertopal_89bdc72002d847bd9386a648da438f55/media/image3.jpeg" />
      <disp-quote>
        <p>Stating that R-square has an effect on X1.X2 against Y Karna,
        &lt;0.05.</p>
        <p>Based on the results of the Summary Model, the R Square value
        shows that the variables X1 and X2 contribute to the Y
        variables..</p>
      </disp-quote>
      <list list-type="order">
        <list-item>
          <label>2.</label>
          <p>ANOVA</p>
        </list-item>
      </list>
      <graphic mimetype="image" mime-subtype="jpeg" xlink:href="vertopal_89bdc72002d847bd9386a648da438f55/media/image4.jpeg" />
      <disp-quote>
        <p>Stating significantly that &lt;0.05 .</p>
        <p>Based on the ANOVA test, a significance value of &lt; 0.05
        was obtained, which means that the regression model used in this
        study is statistically significant. This means that
        simultaneously the variables X1 and X2 affect the purchase
        decision (Y).</p>
      </disp-quote>
      <list list-type="order">
        <list-item>
          <label>3.</label>
          <p>Coefficients</p>
        </list-item>
      </list>
      <graphic mimetype="image" mime-subtype="jpeg" xlink:href="vertopal_89bdc72002d847bd9386a648da438f55/media/image5.jpeg" />
      <disp-quote>
        <p>Based on the data above, it is stated that X1 content creator
        and X2 tiktok affiliate &lt;0.05 which means that the results
        are positive for Y Local skincare purchase decisions.</p>
      </disp-quote>
    </sec>
  </sec>
</sec>
<sec id="conclusion">
  <title>CONCLUSION</title>
  <disp-quote>
    <p>This study provides empirical evidence that the role of beauty
    content creators and TikTok affiliates significantly influences
    consumer purchase decisions for local skincare products. The
    regression analysis shows that the model is statistically
    significant, with an R-Square value of 0.62, indicating that
    approximately 62% of the variance in purchase decisions (Y) can be
    explained by the independent variables, namely content creators (X1)
    and TikTok affiliates (X2). The results of the ANOVA test further
    support this finding, with a significance value of 0.000 (&lt;
    0.05), confirming that the regression model is fit and that both
    independent variables simultaneously influence purchase decisions.
    The coefficient analysis reveals that both X1 and X2 have
    significant positive effects, with content creators (X1) showing a
    standardized coefficient (β) of 0.421, p = 0.003, and TikTok
    affiliates (X2) showing a standardized coefficient (β) of 0.389, p =
    0.005. These results emphasize that both variables play a
    substantial role in shaping consumer behavior.</p>
    <p>These findings reinforce that trust in content creators, the
    quality and credibility of the content delivered, and the ease of
    access to purchases through affiliate links are the main factors
    driving consumer decisions. The synergy between engaging digital
    content and seamless affiliate purchasing mechanisms creates a
    persuasive environment that motivates consumers to choose local
    skincare products. From a theoretical standpoint, this study
    validates the application of consumer behavior theories, Signaling
    Theory, and the Theory of Planned Behavior in the digital marketing
    context. From a managerial perspective, the results suggest that
    local skincare businesses should prioritize collaborations with
    credible beauty influencers and maximize the use of TikTok affiliate
    programs to enhance brand trust, visibility, and sales
    performance.</p>
    <p>In conclusion, with 62% of purchasing decisions explained by
    content creators and TikTok affiliates, this research confirms that
    digital-based marketing strategies not only function as promotional
    tools but also act as strategic levers in building consumer trust,
    loyalty, and sustaining competitiveness in the increasingly dynamic
    beauty industry.</p>
  </disp-quote>
</sec>
<sec id="recommendation">
  <title>RECOMMENDATION</title>
  <disp-quote>
    <p>Based on the findings of this study, several recommendations can
    be proposed for both practical and academic purposes:</p>
  </disp-quote>
  <sec id="for-local-skincare-businesses">
    <title>For Local Skincare Businesses</title>
    <disp-quote>
      <p>Local skincare companies are advised to strengthen their
      collaboration with credible beauty content creators who have
      established trust and authenticity with their audiences. By
      providing them with product knowledge, exclusive campaigns, and
      creative freedom, businesses can maximize engagement and foster
      stronger consumer purchase intentions. Furthermore, firms should
      optimize TikTok’s affiliate program by ensuring that purchasing
      links are accessible, user-friendly, and directly integrated into
      the content, thereby reducing consumer hesitation during the
      buying process.</p>
    </disp-quote>
  </sec>
  <sec id="for-content-creators-and-affiliates">
    <title>For Content Creators and Affiliates</title>
    <disp-quote>
      <p>Beauty influencers and TikTok affiliates should focus on
      producing high- quality, informative, and trustworthy content, as
      content credibility was shown to significantly influence consumer
      purchase decisions. Transparency in product reviews and
      consistency in messaging are critical in maintaining consumer
      trust. Affiliates should also leverage interactive content formats
      such as live streaming, tutorials, or testimonials to increase
      purchase conversions.</p>
    </disp-quote>
  </sec>
  <sec id="for-policymakers-and-industry-stakeholders">
    <title>For Policymakers and Industry Stakeholders</title>
    <disp-quote>
      <p>Considering the growing reliance on digital platforms for
      consumer decision-making, regulatory bodies and industry
      stakeholders should provide guidelines to ensure ethical marketing
      practices in influencer and affiliate collaborations. This
      includes promoting transparency, accurate product representation,
      and consumer protection against misleading claims.</p>
    </disp-quote>
  </sec>
</sec>
<sec id="advanced-research">
  <title>ADVANCED RESEARCH</title>
  <disp-quote>
    <p>Future studies may expand the scope by incorporating other
    variables such as brand image, consumer trust, or electronic
    word-of-mouth (e-WOM) to capture a more comprehensive picture of
    purchase decision-making. Researchers are also encouraged to test
    the model across different product categories or platforms beyond
    TikTok to validate the generalizability of the findings.
    Additionally, employing longitudinal or experimental research
    designs could provide deeper insights into the causal relationships
    between digital marketing strategies and consumer behavior.</p>
  </disp-quote>
</sec>
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