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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">AJMA</journal-id>
      <journal-title-group>
        <journal-title>Asian Journal of Management and Accounting</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2963-4547</issn>
      <publisher>
        <publisher-name>Formosa Publisher</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.55927/ajma.v4i3.14775</article-id>
      <title-group>
        <article-title>The Influence of Brand Image, Celebrity Endorser, Electronic Word of Mouth and Communication Media on Purchase Decisions</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes">
          <name>
            <surname>Syifaramadan</surname>
            <given-names>Choiruddin</given-names>
          </name>
          <aff>Faculty of Economics and Business, Universitas Muhammadiyah Purwokerto</aff>
          <email>septinharyanto@gmail.com</email>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Rahayu</surname>
            <given-names>Tri Septin Muji</given-names>
          </name>
          <aff>Faculty of Economics and Business, Universitas Muhammadiyah Purwokerto</aff>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Purwidianti</surname>
            <given-names>Wida</given-names>
          </name>
          <aff>Faculty of Economics and Business, Universitas Muhammadiyah Purwokerto</aff>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Utami</surname>
            <given-names>Restu Frida</given-names>
          </name>
          <aff>Faculty of Economics and Business, Universitas Muhammadiyah Purwokerto</aff>
        </contrib>
      </contrib-group>
      <pub-date pub-type="epub">
        <day>21</day>
        <month>07</month>
        <year>2025</year>
      </pub-date>
      <history>
        <date date-type="received">
          <day>02</day>
          <month>06</month>
          <year>2025</year>
        </date>
        <date date-type="rev-recd">
          <day>18</day>
          <month>06</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>20</day>
          <month>07</month>
          <year>2025</year>
        </date>
      </history>
      <volume>4</volume>
      <issue>3</issue>
      <fpage>873</fpage>
      <lpage>886</lpage>
      <abstract>
        <p>This study aims to analyze the influence of brand image, celebrity endorser, electronic word of mouth and communication media on purchasing decisions for skincare brand S products in Indonesia. The population in this study was the general public of Kembaran sub-district. The sampling method used was purposive sampling. The formula for determining the minimum sample used Slovin with a minimum sample of 100 respondents. The instrument used was a questionnaire with a Likert scale. This study used multiple linear regression test analysis tools. The results showed that brand image had a positive and significant effect on purchasing decisions, celebrity endorsers had a significant positive effect on purchasing decisions, electronic word of mouth had a negative effect on purchasing decisions and communication media had no impact on purchasing decisions.</p>
      </abstract>
      <kwd-group>
        <kwd>Brand Image</kwd>
        <kwd>Celebrity Endorser</kwd>
        <kwd>Electronic Word of Mouth</kwd>
        <kwd>Communication Media</kwd>
        <kwd>Purchase Decisions</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>Physical appearance is now considered a key aspect that reflects an
  individual's identity. Self-care has also gained more attention and
  often becomes a topic of discussion among Indonesian society (Syauki
  &amp; Amalia Avina, 2020). In modern life, hectic activities and
  lifestyles frequently trigger various skin problems. Factors such as
  air pollution, excessive sun exposure, lack of sleep, and mental
  stress that causes anxiety also contribute to skin conditions (Kusuma
  &amp; Mandey, 2024).</p>
  <p>Recognizing this growing need, various skincare brands are
  competing to offer effective and safe solutions. One of them is the
  Canadian skincare brand S, which carries the slogan &quot;Advanced
  Scientific Formula for Fast &amp; Safe Beauty.&quot; The brand's core
  image centers on its products’ ability to repair and nourish skin
  layers through a ceramide-based formula. This approach has
  successfully helped S establish a strong brand image (Apriliani &amp;
  Setyawati, 2023), thereby influencing customers' perceptions of the
  brand's quality and credibility (Pamungkas &amp; Wardhani, 2024).</p>
  <p>The success of this strategy is reflected in its sales data.
  According to the Compas Market Insight report, in the first quarter of
  2023, brand S's skincare products recorded sales of over IDR 70
  billion and became the market leader in the beauty package category in
  Indonesia. The latest data from Jatengonline in the third quarter of
  2024 also shows that S holds 10.78% of the online facial moisturizer
  market share, surpassing major competitors such as brands G and</p>
  <p>W. his achievement is certainly influenced by various factors that
  affect consumer purchasing decisions. In the decision-making process,
  consumers take into account many considerations, both internal and
  external. Motivation, perception, personality, and attitude are
  examples of internal variables, while social class, reference groups,
  and family are classified as external factors (Tambunan, 2021).
  Additionally, marketing elements such as brand image, celebrity
  endorsers, electronic word of mouth, and media communication also play
  a crucial role in shaping consumer preferences and product
  choices.</p>
  <p>Brand image is the perception and belief that customers hold about
  a brand, reflected in their memory of it, according to Kotler &amp;
  Keller (2016:315). Customers are more likely to purchase products from
  companies with a good reputation because they trust the quality of the
  products. Combined with premium ingredients and advanced technology,
  brand S has gained a stronger reputation and consumer trust. According
  to Ma’ruf et al. (2024), brand image is the impression a person has of
  a business, shaped by the products or services it offers, which in
  turn forms the brand image.</p>
  <p>Apriliani &amp; Setyawati (2023) found that brand image has a
  significant positive impact on consumers' purchasing decisions.
  Additionally, Arianty and Andira (2021), as well as Rangkuti et al.
  (2023), also concluded that customers are more likely to buy from
  companies with a positive reputation. On the other hand, studies by
  Kawilarang et al. (2022), Yunita &amp; Indriyatni (2022), and
  Khusniyatud Diniyah &amp; Herman (2021) found that brand image has a
  negative impact on customer purchasing decisions.</p>
  <p>A Celebrity Endorser is an advertising supporter, also known as a
  brand ambassador, who promotes a product (Shimp, 2020). Celebrities
  such as Raline Shah and Jessica Mila have been used by brand S to
  compete with other brands, and this can influence customers' choices
  to purchase products from the brand. The study by Anas &amp;
  Sudarwanto (2020) found that celebrity endorsers have a positive
  impact on consumer purchasing decisions. To make customers feel
  connected to a brand, it is important that the chosen celebrity aligns
  with the brand image being developed. This finding is supported by
  research from Rangkuti et al. (2023) and Rahmadani et al. (2023).
  However, research by Inggasari and Hartati (2022) found that celebrity
  endorsers do not influence consumer purchasing decisions, a result
  that is consistent with the findings of Febriani &amp; Khairusy (2020)
  and D.A. Rahmawati et al. (2023).</p>
  <p>Yulindasari (2022) found that electronic word of mouth (e-WoM)
  plays a significant role in purchasing decisions in the modern era.
  Kotler and Keller (2016) define e-WoM as both positive and negative
  feedback expressed by informed, trusted, and prior customers about an
  organization’s online offerings related to a specific product or
  service. On platforms such as TikTok and Shopee, brand S has a
  4.9-star rating, clearly indicating customer satisfaction. Potential
  buyers feel more confident after seeing these high ratings.</p>
  <p>The studies by Yulindasari (2022) and Apriliani &amp; Setyawati
  (2023) found that e-WoM positively affects purchasing decisions, as it
  encourages others to read reviews written by satisfied customers. This
  is also supported by Anggraini &amp; Hadi (2023). Contrasting findings
  were reported by Rahmawati et al. (2023), Dewi et al. (2023), and
  Rohman &amp; Pramesti (2022), whose studies revealed that online
  word-of-mouth promotion can negatively impact consumer purchase
  decisions due to negative comments made by previous customers.</p>
  <p>Media communication also enhances brand awareness, which can
  influence purchase decisions. According to Tjiptono (2014:70) as cited
  by Safitri et al. (2020), promotion is a key element in a marketing
  program’s success because it provides product information. Brand S
  utilizes various social media platforms, such as Instagram and TikTok.
  By delivering engaging content, S can increase customer engagement and
  strengthen brand awareness, both of which can impact consumer buying
  decisions.</p>
  <p>There is a statistically significant positive correlation between
  media communication and purchase decisions, as shown by Safitri et al.
  (2020), and further supported by Ahmad et al. (2024) and Dicaprio El
  Moslem et al. (2023). However, research by Nur Millatina et al. (2020)
  found that media communication does not directly influence purchasing
  decisions. This result is also consistent with the studies of
  Bimantara (2021) and Zalsabilah et al. (2023). This research focuses
  on the Canadian skincare brand S, which is highly popular in
  Indonesia, especially among teenagers who are the subject of this
  study. Many previous studies have examined the influence of brand
  image, celebrity endorsers, electronic word of mouth, and media
  communication on consumer purchase decisions. However, this study
  combines all four variables specifically for brand S, targeting the
  community in Kembaran subdistrict, Banyumas regency. The study
  contributes to the development of marketing strategies in the</p>
  <p>skincare industry, particularly in Indonesia. It helps identify
  which variables are most effective in influencing customer purchase
  decisions by examining the combined impact of the four variables.</p>
</sec>












<sec>
  <title>LITERATURE REVIEW</title>
  <sec id="consumer-behavior-theory">
    <title>Consumer Behavior Theory</title>
    <p>Peter &amp; Olson (2018:23) state that cognitive and affective
    theories are used to analyze consumer behavior. Affective theory
    explains how a person’s feelings or emotions emerge in response to
    their surroundings, and how those feelings influence the decisions
    they make. Meanwhile, cognitive theory discusses how the mind works
    when making decisions, processing information, and interpreting the
    environment.</p>
  </sec>
  <sec id="purchase-decision">
    <title>Purchase Decision</title>
    <p>Kotler and Armstrong (2016:177) describe purchasing decisions as
    part of consumer behavior. This research examines the
    decision-making process, ordering, and use of products, services,
    ideas, and experiences by individuals to fulfill their desires and
    needs. In Apriliani &amp; Setyawati (2023), this is referred to as
    consumer behavior. Four factors that influence purchase decisions
    are product observation, buying patterns, widespread
    recommendations, and repeat purchases (Lystia et al., 2022).</p>
  </sec>
  <sec id="brand-image">
    <title>Brand Image</title>
    <p>Brand image is the opinion and belief customers hold about a
    brand embedded in their minds, according to Kotler and Keller
    (2016:315). Keller (2013:97), as cited in Pandiangan &amp; Atmogo
    (2021), identifies the dimensions and indicators of brand image as
    brand identity, personality, associations, attitudes and behavior,
    as well as benefits and brand capabilities. Previous studies have
    shown that brand perception influences purchasing decisions (Nuseir,
    2019; Inggasari &amp; Hartati, 2022). Similarly, studies by Safitri
    et al. (2020), Mahiri (2020), and Permatasari (2023) indicate that
    brand image has a positive effect on purchase decisions.</p>
    <p>In the context of consumer behavior, Peter and Olson’s (2018)
    cognitive theory is relevant in explaining the influence of brand
    image. This theory emphasizes that consumers form perceptions and
    beliefs based on information and experiences, which they use as the
    basis for purchasing decisions. This means that if consumers
    perceive a brand image positively, they are more likely to choose
    that brand over competitors.</p>
    <p>H1: Brand image has a positive and significant influence on the
    purchase decision of brand S skincare.</p>
  </sec>
  <sec id="celebrity-endorser">
    <title>Celebrity Endorser</title>
    <p>According to Shimp (2020), a celebrity endorser is an advertising
    supporter, also known as a brand ambassador, who promotes a product.
    Celebrities are more effective in influencing consumer purchasing
    behavior (von Felbert &amp; Breuer, 2020). The selection of
    indicators is based on the TEARS model (Shimp, 2017), which includes
    Trustworthiness, Expertise, Attractiveness,</p>
    <p>Respect, and Similarity. Studies by von Felbert &amp; Breuer
    (2020), Rangkuti et al. (2023), Aprila et al. (2024), Sanditya
    (2019), and Susetiyono &amp; Megayani (2020) found that purchasing
    decisions are positively and significantly influenced by celebrity
    endorsers.</p>
    <p>From the perspective of affective theory in consumer behavior
    (Peter &amp; Olson, 2018), celebrity endorsers influence consumer
    emotions and feelings through psychological closeness and emotional
    appeal. When a beloved celebrity becomes the face of a product,
    consumers tend to have positive perceptions of the product due to
    emotional attachment to the celebrity.</p>
    <p>H2: Celebrity endorsers have a positive and significant effect on
    the purchase decision of brand S skincare.</p>
  </sec>
  <sec id="electronic-word-of-mouth">
    <title>Electronic Word of Mouth</title>
    <p>Electronic word of mouth refers to either favorable or
    unfavorable feedback expressed by knowledgeable, trustworthy, and
    experienced users of a company's online products or services (Kotler
    &amp; Keller, 2016). Thus, e-WoM can be defined as a type of online
    communication in which consumers provide positive or negative
    feedback about a product. Informal interactions between customers
    across digital platforms to discuss the strengths and weaknesses of
    a product, service, or even a seller form the foundation of e-WoM
    (Nuseir, 2019). According to Setiawan and Mahaputra (2019), the
    indicators of e-WoM include: Information, Knowledge, Answer, and
    Reliability. Previous research (Nuseir, 2019; Yulindasari, 2022;
    Apriastuti et al., 2022; Noviandi, 2021; Murti et al., 2024) shows
    that e-WoM has a significant and positive influence on purchase
    decisions. According to cognitive theory (Peter &amp; Olson, 2018),
    e-WoM operates through information processing. Consumers analyze
    available reviews and comments to assess the benefits and risks of a
    product. In this context, e-WoM serves as an external source that
    strengthens or weakens consumer perception through logical
    evaluation and real user experiences.</p>
    <p>H3: Electronic word of mouth has a positive and significant
    influence on the purchase decision of brand S skincare.</p>
  </sec>
  <sec id="media-communication">
    <title>Media Communication</title>
    <p>Kotler and Keller (2016:658) assert that informing consumers
    about the existence of a product is a crucial component of a
    successful marketing program. Seo and Park explain that social media
    communication is the interaction between companies and consumers to
    convey a positive brand message.</p>
    <p>According to Marshall McLuhan as cited in Annisa et al. (2020),
    the indicators of media communication include: Effectiveness,
    Efficiency, Concreteness, and Motivation. Studies by Safitri et al.
    (2020), Dicaprio El Moslem et al. (2023), Ahmad et al. (2024),
    Irawan et al. (2022), and Calistarahma &amp; Saputro (2023) found
    that media communication has a positive and significant impact on
    purchasing decisions. According to cognitive theory (Peter &amp;
    Olson, 2018), media communication influences how consumers
    understand and evaluate information. When messages are delivered in
    an engaging, clear, and relevant</p>
    <p>way, they are more likely to be processed positively and lead to
    a purchase decision.</p>
    <p>H4: Media communication has a positive and significant effect on
    the purchase decision of brand S skincare.</p>
    <p>Figure 1. Conceptual Framework</p>
    <graphic mimetype="image" mime-subtype="png" xlink:href="vertopal_fa48e93829bc4583b9fdf47cb335e7bb/media/image3.png" />
  </sec>
</sec>














<sec>
  <title>METHODOLOGY</title>
  <p>This study is quantitative and descriptive in nature. The
  population of this study consists of 83,955 residents in Kembaran
  subdistrict. To obtain the sample, a purposive sampling method was
  applied using the Slovin formula with a 10% margin of error. The
  minimum sample size for this study is 100 respondents, specifically
  residents of Kembaran subdistrict who have purchased and used skincare
  products from brand S. Data were collected through a questionnaire
  using a 5-point Likert scale, resulting in 112 respondents. The
  research instrument was tested using validity and reliability tests.
  Classical assumption tests including heteroscedasticity,
  multicollinearity, and normality were applied in this study.
  Furthermore, multiple linear regression analysis, F-test, and T-test
  were used to examine the relationship between independent variables
  and the dependent variable in this research.</p>
</sec>













<sec>
  <title>RESEARCH RESULT</title>
  <p>In this study, 35.78% of respondents were aged 15–20 years, 60.55%
  were aged 21–25 years, and 3.67% were aged 26–30 years. Of the
  respondents, 86.24% were female and 13.76% were malei.</p>
  <sec id="validity-test">
    <title>Validity Test</title>
    <p>The validity test is used to evaluate whether the questions in
    the questionnaire accurately measure what they are intended to
    measure. According to Ghozali (2018:51), validity is assessed by
    comparing the calculated r-value (r count) with the critical r-table
    value at a 95% confidence level (α = 0.05). In this study, data from
    109 respondents were analyzed using SPSS version 25. With</p>
    <p>degrees of freedom (df) = 107, the r-table value was 0.1584. If
    the r count ≥ r table, the item is considered valid. The results of
    the validity test showed that all question items for the variables
    brand image (X1), celebrity endorser (X2), electronic word of mouth
    (X3), media communication (X4), and purchase decision (Y) were
    valid, as their r values exceeded 0.1584.</p>
  </sec>
  <sec id="reliability-test">
    <title>Reliability Test</title>
    <p>The purpose of the reliability test is to determine whether the
    data remains consistent over time and is comparable. According to
    Ghozali (2018:46), a variable is considered reliable if its
    Cronbach’s alpha (α) exceeds 0.7. Table 1 presents the results of
    the reliability test conducted for each statement using IBM SPSS
    25.</p>
    <disp-quote>
      <p>Table 1. Reliability Test</p>
    </disp-quote>
    <table-wrap>
      <label>Table 1. Reliability Test</label>
      <caption>
        <title><italic>Source: Processed Primary Data, 2025</italic></title>
      </caption>
      <table>
        <thead>
          <tr>
            <th align="left" valign="middle" rowspan="1" colspan="1">Variabel</th>
            <th align="center" valign="middle" colspan="2">Reliability Statistic</th>
          </tr>
          <tr>
            <th align="left" valign="middle" rowspan="1" colspan="1"/>
            <th align="center" valign="middle" rowspan="1" colspan="1">N of Items</th>
            <th align="center" valign="middle" rowspan="1" colspan="1">Cronbach’s Alpha</th>
          </tr>
        </thead>
        <tbody>
          <tr>
            <td align="left" valign="middle" rowspan="1" colspan="1">Brand Image</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">10</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">0,892</td>
          </tr>
          <tr>
            <td align="left" valign="middle" rowspan="1" colspan="1">Celebrity Endorser</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">10</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">0,917</td>
          </tr>
          <tr>
            <td align="left" valign="middle" rowspan="1" colspan="1">Electronic Word of Mouth</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">8</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">0,874</td>
          </tr>
          <tr>
            <td align="left" valign="middle" rowspan="1" colspan="1">Media Communication</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">4</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">0,825</td>
          </tr>
          <tr>
            <td align="left" valign="middle" rowspan="1" colspan="1">Keputusan Pembelian</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">4</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">0,884</td>
          </tr>
        </tbody>
      </table>
    </table-wrap>
    <p>The Cronbach’s Alpha value for each variable exceeds 0.70, as
    shown in Table 1. This indicates that the research instruments are
    considered reliable and suitable for use in this study.</p>
  </sec>
  <sec id="normality-test">
    <title>Normality Test</title>
    <p>According to Ghozali (2018:161), the Kolmogorov-Smirnov test is
    used to determine whether the data in the study are normally
    distributed. This test is essential to ensure the reliability of
    regression results. If the significance value is</p>
    <p>≥ 0.05, the data are considered normally distributed. The
    normality test using IBM SPSS version 25 is presented in Table 2
    below:</p>
    <disp-quote>
      <p>Table 2. Normality Test</p>
    </disp-quote>
    <table-wrap>
      <label>Table 2. Normality Test</label>
      <table>
        <thead>
          <tr>
            <th align="center" valign="middle" colspan="2">One Sample Kolmogorov-Smirnov Test</th>
          </tr>
          <tr>
            <th align="center" valign="middle" rowspan="1" colspan="1"/>
            <th align="center" valign="middle" rowspan="1" colspan="1">Unstandardized Residual</th>
          </tr>
        </thead>
        <tbody>
          <tr>
            <td align="center" valign="middle" rowspan="1" colspan="1">N</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">109</td>
          </tr>
          <tr>
            <td align="center" valign="middle" rowspan="1" colspan="1">Asymp. Sig. (2-tailed)</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">0,364</td>
          </tr>
        </tbody>
      </table>
    </table-wrap>
  </sec>
  </sec>
  <sec id="multicollinearity-test">
    <title>Multicollinearity Test</title>
    <p>The multicollinearity test indicates a strong correlation between
    independent variables if the tolerance value is below 0.10 or the
    Variance Inflation Factor (VIF) exceeds 10 (Ghozali, 2018).
    Multicollinearity is considered absent if the tolerance value is
    greater than 0.1 and the VIF is less than or equal to 10, while its
    presence is detected if the tolerance is below 0.1 and the VIF is
    greater than or equal to 10. The multicollinearity test results
    using IBM SPSS version 25 are presented in Table 3.</p>
    <p>Table 3. Multicollinearity Test</p>
    <table-wrap>
      <label>Table 3. Multicollinearity Test</label>
      <caption>
        <title>Source: Processed Primary Data, 2025</title>
      </caption>
      <table>
        <thead>
          <tr>
            <th align="left" valign="middle" rowspan="2" colspan="1">Variabel</th>
            <th align="center" valign="middle" colspan="2">Collinearity Statistic</th>
          </tr>
          <tr>
            <th align="center" valign="middle" rowspan="1" colspan="1">Tolerance</th>
            <th align="center" valign="middle" rowspan="1" colspan="1">VIF</th>
          </tr>
        </thead>
        <tbody>
          <tr>
            <td align="left" valign="middle" rowspan="1" colspan="1">X1</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">0,336</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">2,975</td>
          </tr>
          <tr>
            <td align="left" valign="middle" rowspan="1" colspan="1">X2</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">0,324</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">3,082</td>
          </tr>
          <tr>
            <td align="left" valign="middle" rowspan="1" colspan="1">X3</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">0,277</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">3,610</td>
          </tr>
          <tr>
            <td align="left" valign="middle" rowspan="1" colspan="1">X4</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">0,449</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">2,227</td>
          </tr>
        </tbody>
      </table>
    </table-wrap>
    <p>In Table 3, the tolerance value for brand image is 0.336 with a
    VIF of 2.975; for celebrity endorser, the tolerance is 0.324 and VIF
    is 3.082; for electronic word of mouth, the tolerance is 0.277 and
    VIF is 3.610; and for media communication, the tolerance is 0.449
    and VIF is 2.227. These values indicate that none of the four
    variables exhibit multicollinearity.</p>
    <p>Heteroscedasticity Test</p>
    <p>The heteroscedasticity test identifies whether there is variance
    inconsistency across different periods of observation. If the
    probability value exceeds 0.05, the model is considered free from
    heteroscedasticity (Ghozali, 2018). Based on Table 3, the
    significance values are as follows: brand image (X1)</p>
    <p>= 0.812, celebrity endorser (X2) = 0.402, electronic word of
    mouth (X3) = 0.815, and media communication (X4) = 0.198. Since all
    values are greater than 0.05, it can be concluded that
    heteroscedasticity is not present in any of the variables.</p>
    <p>F-Test</p>
    <p>The F-test is used to determine whether all independent variables
    jointly influence the dependent variable (Ghozali, 2018:98). If the
    calculated F-value exceeds the F-table value, it means the
    independent variables significantly affect the dependent variable.
    If not, they are considered to have no collective impact.</p>
    <p>The test results show an F significance value of 0.000, which is
    less than 0.05, and an F-value of 28.081, which exceeds the F-table
    value of 2.47. This means that brand image, celebrity endorser,
    electronic word of mouth, and media communication together have a
    significant positive effect on purchase decisions.</p>
  </sec>
  <sec id="coefficient-of-determination-rU00B2-test">
    <title>Coefficient of Determination (R²) Test</title>
    <p>According to Ghozali (2018:97), the coefficient of determination
    (R²) measures how well the model explains the variation in the
    dependent variable. Based on the test results, the independent
    variables account for 50.1% of the variation in purchase decisions,
    while the remaining 49.9% is influenced by other factors not
    included in the study. Brands must evaluate the factors influencing
    purchase decisions if they aim to optimize their product sales in
    line with expectations.</p>
  </sec>
  <sec id="multiple-linear-regression-analysis">
    <title>Multiple Linear Regression Analysis</title>
    <p>A multiple linear regression model was used to predict the
    dependent variable and assess the impact of the independent
    variables: Brand Image (X1), Celebrity Endorser (X2), Electronic
    Word of Mouth (X3), and Media Communication (X4) on Purchase
    Decision (Y). The results of the multiple regression test are
    presented in Table 7:</p>
    <p>Table 7. Results of Multiple Linear Regression Analysis</p>
    <table-wrap>
      <label>Table 7. Results of Multiple Linear Regression Analysis</label>
      <caption>
        <title><italic>Source: Processed Primary Data,2025</italic></title>
        <p>Dependent Variable: Purchase Decision</p>
      </caption>
      <table>
        <thead>
          <tr>
            <th align="left" valign="middle" rowspan="2" colspan="1">Variabel</th>
            <th align="center" valign="middle" colspan="3">Coefficients</th>
          </tr>
          <tr>
            <th align="center" valign="middle" rowspan="1" colspan="1">B</th>
            <th align="center" valign="middle" rowspan="1" colspan="1">t</th>
            <th align="center" valign="middle" rowspan="1" colspan="1">Sig</th>
          </tr>
        </thead>
        <tbody>
          <tr>
            <td align="left" valign="middle" rowspan="1" colspan="1">(Constant)</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">0,297</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">0,745</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">0,458</td>
          </tr>
          <tr>
            <td align="left" valign="middle" rowspan="1" colspan="1">Brand Image</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">0,421</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">2,805</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">0,006</td>
          </tr>
          <tr>
            <td align="left" valign="middle" rowspan="1" colspan="1">Celebrity Endorser</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">0,558</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">3,908</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">0,000</td>
          </tr>
          <tr>
            <td align="left" valign="middle" rowspan="1" colspan="1">Electronic Word of Mouth</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">0,113</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">0,699</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">0,486</td>
          </tr>
          <tr>
            <td align="left" valign="middle" rowspan="1" colspan="1">Media Communication</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">-0,194</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">-1,506</td>
            <td align="center" valign="middle" rowspan="1" colspan="1">0,135</td>
          </tr>
        </tbody>
      </table>
    </table-wrap>
    <p>The multiple linear regression equation derived is:</p>
    <p>Y = a +b1X1 + b2X2 + b3X3 + b4X4</p>
    <p>Y = 0,297 + 0,421X1 + 0,558X2 + 0,113X3 - 0,194X4</p>
    <p>The regression test results indicate that if all independent
    variables are valued at zero, the purchase decision value is 0.297.
    The brand image variable (X1) has a positive influence of 0.421,
    meaning each increase in brand image will raise the purchase
    decision by 0.421. The celebrity endorser variable (X2) also has a
    positive effect—the largest—at 0.558. The electronic word of mouth
    variable (X3) shows a positive influence of 0.113. Meanwhile, the
    media communication variable (X4) has a negative influence of
    -0.194, meaning that an increase in media communication may reduce
    purchase decisions. Therefore, brand image, celebrity endorser, and
    electronic word of mouth are influential factors in purchase
    decisions, whereas media communication has an opposite effect.</p>
  </sec>
  <sec id="t-test">
    <title>T-Test</title>
    <disp-quote>
      <p>The t-test aims to measure the individual influence of each
      independent</p>
    </disp-quote>
    <p>variable on the dependent variable (Ghozali, 2018:99).</p>
    <disp-quote>
      <p><italic>Brand Image (X1) on Purchase Decision</italic></p>
    </disp-quote>
    <p>The first hypothesis (H1) is accepted. Brand image (X1) has a
    positive and significant effect on purchase decision (Y), as shown
    by the t-value in Table 7.</p>
    <disp-quote>
      <p><italic>Celebrity Endorser (X2) on Purchase
      Decision</italic></p>
    </disp-quote>
    <p>The second hypothesis (H2) is also accepted. The celebrity
    endorser variable (X2) has a significant and positive impact on
    purchase decision (Y).</p>
    <disp-quote>
      <p><italic>Electronic Word of Mouth (X3) on Purchase
      Decision</italic></p>
    </disp-quote>
    <p>The third hypothesis (H3) is not supported. The results show that
    e-WoM (X3) has no significant effect—and even a negative trend—on
    purchase decisions (Y), leading to the rejection of H3.</p>
    <disp-quote>
      <p><italic>Me Media Communication (X4) on Purchase
      Decision</italic></p>
    </disp-quote>
    <p>Media communication (X4) is found not to affect purchase
    decisions (Y), hence the fourth hypothesis (H4) is rejected.</p>
</sec>










<sec>
  <title>DISCUSSION</title>
  <sec id="brand-image-x1-on-purchase-decision">
    <title>Brand Image (X1) on Purchase Decision</title>
    <p>The first hypothesis (H1) is accepted, showing that brand image
    (X1) has a positive and significant effect on purchase decisions
    (Y). This result is supported by the t-value in Table 7. The
    findings reinforce the studies of Nuseir (2019) and Kawilarang et
    al. (2022), both of which confirmed that consumer perceptions (brand
    image) of a brand significantly influence their buying decisions.
    The cognitive component of Peter and Olson’s theory explains that
    consumers process information rationally before making decisions. In
    this context, brand image affects purchase decisions because
    consumers evaluate a brand’s reputation and quality based on the
    knowledge and perceptions they possess. Consumers perceive brand S
    as a high-quality product that can be trusted, thus influencing
    their purchasing decisions.</p>
  </sec>
  <sec id="celebrity-endorser-x2-on-purchase-decision">
    <title>Celebrity Endorser (X2) on Purchase Decision</title>
    <p>The second hypothesis (H2) is accepted as the study found that
    celebrity endorser (X2) has a positive and significant impact on
    purchase decisions (Y). This positive influence tends to be driven
    by affective responses—the emotional connection formed through the
    celebrity's appeal in promoting the product. This indicates that the
    relationship between the celebrity and the product can emotionally
    affect the buyer's decision. These findings are in line with studies
    by von Felbert &amp; Breuer (2020) and Rangkuti et al. (2023).</p>
  </sec>
  <sec id="electronic-word-of-mouth-x3-on-purchase-decision">
    <title>Electronic Word of Mouth (X3) on Purchase Decision</title>
    <p>The results show that the e-WOM variable does not support the
    third hypothesis. Therefore, H3 is rejected, as e-WOM (X3) has a
    negative impact on purchase decisions (Y). Consumers experienced
    difficulty processing the information they read in comments and
    reviews on social media regarding brand S skincare products. This
    difficulty led to a lack of response toward brand S— even if the
    information was favorable.</p>
    <p>This finding aligns with the study by Rahmawati et al. (2023),
    which also concluded that e-WOM has a negative effect on purchase
    decisions. The negative impact is influenced by cognitive factors,
    where consumers struggle to understand the information provided in
    social media comments and reviews. This reduces their responsiveness
    to information shared by other users. External information from
    social media is not always processed effectively by consumers,
    ultimately rendering e-WOM ineffective in influencing purchase
    decisions for brand S skincare.</p>
  </sec>
  <sec id="media-communication-x4-on-purchase-decision">
    <title>Media Communication (X4) on Purchase Decision</title>
    <p>It is stated that media communication (X4) does not affect
    purchase decisions (Y). Therefore, the fourth hypothesis (H4) is
    rejected. This is due to consumers facing difficulties in processing
    information officially shared by brand S on social media. Overly
    complex content may confuse consumers, causing them to ignore brand
    S’s official media.</p>
    <p>This finding is consistent with the studies by Nur Millatina et
    al. (2020) and Wei et al. (2023), which also concluded that media
    communication has a negative impact on purchase decisions.</p>
    <p>The negative influence of media communication is also driven by
    cognitive factors, where consumers find it hard to manage the
    information disseminated officially by brand S. This may be due to
    factors such as overly complex content, high-level language, and the
    company’s communication style. If the information is too formal and
    not well-packaged, consumers tend to feel confused and eventually
    ignore it.</p>
  </sec>
</sec>









<sec>
  <title>CONCLUSIONS AND RECOMMENDATIONS</title>
  <p>Several conclusions are drawn from this study. Brand Image (X1) has
  a positive and significant effect on the purchase decision of brand S
  products, thus hypothesis H1 is accepted. Celebrity Endorser (X2) also
  has a positive and significant impact on purchase decisions, so
  hypothesis H2 is accepted. However, Electronic Word of Mouth (X3)
  shows a negative and significant effect on purchase decisions, leading
  to the rejection of hypothesis H3. The same applies to Media
  Communication (X4), which has a negative and significant impact on the
  purchase decision of brand S products, resulting in the rejection of
  hypothesis H4. This study aims to contribute to the existing knowledge
  in skincare marketing, particularly in Indonesia, by examining the
  effects of four variables: brand image, celebrity endorser, electronic
  word of mouth, and media communication. These findings are intended to
  be used as strategic factors in developing more effective marketing
  plans and attracting customers.</p>
</sec>




<sec>
  <title>ADVANCED RESEARCH</title>
  <p>This study aims to expand the existing knowledge in skincare
  marketing, particularly in the Indonesian context. The findings are
  intended to be used as key factors in developing more successful
  marketing strategies and attracting customers. However, a limitation
  of this study lies in its narrow scope, as it only examines the
  community in Kembaran Subdistrict. The author concludes that future
  research is needed to broaden the study's coverage and include
  additional variables not examined in this research—representing the
  remaining 49.9% such as brand trust, beauty vloggers, flash sales,
  live shopping, and other relevant aspects.</p>
</sec>




<sec>
  <title>ACKNOWLEDGMENT</title>
  <disp-quote>
    <p>The authors would like to express their sincere gratitude to the
    management and all healthcare professionals at Ananda Purwokerto
    General Hospital for their valuable participation and support
    throughout the course of this study. The authors also extend their
    appreciation to everyone who contributed to the data collection and
    analysis processes, whose assistance was instrumental in the
    successful completion of this research.</p>
  </disp-quote>
</sec>












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