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      <journal-meta>
            <journal-id journal-id-type="issn">2808-0718</journal-id>
            <journal-title-group>
                <journal-title>Indonesian Journal of Business Analytics (IJBA)</journal-title>
                <abbrev-journal-title>Indonesian Journal of Business Analytics (IJBA)</abbrev-journal-title>
            </journal-title-group>
            <issn pub-type="epub">2808-0718</issn>
            <issn pub-type="ppub">2808-0718</issn>
            <publisher>
                <publisher-name>Formosa Publisher</publisher-name>
                <publisher-loc>Jl. Sutomo Ujung No.28 D, Durian, Kecamatan Medan Timur, Kota Medan, Sumatera Utara 20235, Indonesia.</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.55927/ijba.v5i4.15175</article-id>
            <article-categories/>
            <title-group>
                <article-title>Exploring How Islamic Financial Literacy, Promotion, and Product Quality Affect Saving Intention Through Customer Trust as Mediator</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <given-names>Anita</given-names>
                        <surname>Rahmawaty</surname>
                    </name>
                    <address>
                        <email>anitarahmawaty@iainkudus.ac.id</email>
                    </address>
                    <xref ref-type="corresp" rid="cor-0"/>
                </contrib>
                <contrib contrib-type="author">
                    <name>
                        <given-names>Dilla  Ajeng  Diah</given-names>
                        <surname>Saputri</surname>
                    </name>
                </contrib>
                <contrib contrib-type="author">
                    <name>
                        <given-names>Hidayatum</given-names>
                        <surname>Muafiyah</surname>
                    </name>
                </contrib>
                <contrib contrib-type="author">
                    <name>
                        <given-names>Widi Savitri</given-names>
                        <surname>Andriasari</surname>
                    </name>
                </contrib>
                <contrib contrib-type="author">
                    <name>
                        <given-names>Eni</given-names>
                        <surname>Kusrini</surname>
                    </name>
                </contrib>
            </contrib-group>
            <author-notes>
                <corresp id="cor-0">
                    <bold>Corresponding author: Anita Rahmawaty</bold>
                    Email:<email>anitarahmawaty@iainkudus.ac.id</email>
                </corresp>
            </author-notes>
            <pub-date-not-available/>
            <volume>5</volume>
            <issue>4</issue>
            <issue-title>Exploring How Islamic Financial Literacy, Promotion, and Product Quality Affect Saving Intention Through Customer Trust as Mediator</issue-title>
            <fpage>3083</fpage>
            <lpage>3098</lpage>
            <history>
                <date date-type="received" iso-8601-date="2025-6-21">
                    <day>21</day>
                    <month>6</month>
                    <year>2025</year>
                </date>
                <date date-type="rev-recd" iso-8601-date="2025-7-23">
                    <day>23</day>
                    <month>7</month>
                    <year>2025</year>
                </date>
                <date date-type="accepted" iso-8601-date="2025-8-21">
                    <day>21</day>
                    <month>8</month>
                    <year>2025</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright© 2025 Formosa Publisher</copyright-statement>
                <copyright-holder>Formosa Publisher</copyright-holder>
                <license>
                    <ali:license_ref xmlns:ali="http://www.niso.org/schemas/ali/1.0/">https://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 License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri xlink:href="https://journal.formosapublisher.org/index.php/ijba" xlink:title="Exploring How Islamic Financial Literacy, Promotion, and Product Quality Affect Saving Intention Through Customer Trust as Mediator">Exploring How Islamic Financial Literacy, Promotion, and Product Quality Affect Saving Intention Through Customer Trust as Mediator</self-uri>
            <abstract>
                <p>This research aims to analyze the effect of Islamic 
                financial literacy, promotion, and product quality 
                on  saving  intention  in  Islamic  microfinance  with 
                customer  trust  serving  as  mediator.  The  samples 
                were selected from customers (n = 170) of Islamic 
                microfinance institutions in Central Java, 
                Indonesia. Data were collected using a 
                questionnaire and the Partial Least Squares 
                Structural  Equation  Modeling  (PLS-SEM)  as  the 
                data  processing  tool.  The  results  of  this  research 
                revealed that Islamic financial literacy and 
                product  quality  have  a  positive  and  significant 
                effect  on  customer  trust  and  saving  intention. 
                However, the promotion failed to have a 
                significant direct effect on customer trust. In 
                addition,  customer  trust  mediates  the  effect  of 
                Islamic financial literacy and product quality 
                towards  the  saving  intention  of  Islamic  products 
                in  Islamic  microfinance.  Nevertheless,  customer 
                trust did not serve as a significant mediator for the 
                effect of the promotion on saving intention. 
                Therefore,  Islamic  microfinance  practitioners  are 
                encouraged to enhance saving intention by 
                focusing on  Islamic financial literacy, promotion, 
                product  quality,  and  customer  trust.  Moreover, 
                the promotion needs to be developed using 
                appropriate strategies to increase customer trust.</p>
            </abstract>
            <kwd-group>
                <kwd>Islamic Financial Literacy</kwd>
                <kwd>Promotion</kwd>
                <kwd>Product Quality</kwd>
                <kwd>Saving Intention</kwd>
                <kwd>Customer Trust</kwd>
            </kwd-group>
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                    <meta-value>2025</meta-value>
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  </front>
  <body>
    <sec id="introduction">
      <title>INTRODUCTION</title>
      <p>Since the early 1990s, Islamic Microfinance Institution (IMFI) has
  become increasingly popular in many countries where the majority of
  the population is Muslim, especially in Indonesia (Rokhman &amp;
  Abduh, 2020). Indonesia ranks first as the country with the largest
  Muslim population in the world. Based on data released by
        <ext-link ext-link-type="uri" xlink:href="https://timesprayer.com/en/muslim-population/">timesprayer</ext-link>
  as of July 3, 2025 (Timesprayer, 2025), the number of Muslims in
  Indonesia reached 245.3 million out of a total population of 282
  million. Thus, it is not surprising that IMFI is growing rapidly in
  Indonesia.</p>
      <p>IMFIs play an important role in the economy, but their
  competitiveness in the global market is still low. IMFIs have great
  potential in supporting the growth of Micro, Small, and Medium
  Enterprises (MSMEs) through sharia financing. IMFIs operate based on
  sharia principles that offer a fairer and transparent profit- sharing
  system, and avoid usury practices (Mubarrok et al., 2023). In
  Indonesia, most IMFIs are known as Baitul Maal wat Tamwil (BMT). BMT
  is a business organization whose role is to encourage investment and
  collaboration to create micro-enterprises and reduce poverty (Ajija,
  2020) . BMT has two main functions, namely as baitul maal and baitul
  tamwil. Baitul Maal aims to collect and distribute social funds, such
  as zakat, infaq, and alms. While Baitul Tamwil is in charge of
  providing sharia financing services for customers, such as working
  capital financing, investment, and others (Huda &amp; Heykal,
  2010).</p>
      <p>Although the majority of Indonesians are Muslims, the reality shows
  that IMFIs have fewer customers than conventional microfinance
  institutions. This is due to many factors, such as low Islamic
  financial literacy, suboptimal promotion, lack of variety of products
  and services offered and lack of public trust in IMFI. These factors
  pose a challenge for IMFIs to increase their presence and market
  share.</p>
      <p>One of the major challenges faced by IMFIs in Indonesia is the low
  level of Islamic Financial Literacy (IFL) in the community. The 2025
  Financial Services Authority (OJK) National Survey on Financial
  Literacy and Inclusion (SNLIK) revealed a significant gap in literacy
  levels between Islamic and conventional finance in Indonesia. Sharia
  literacy stands at 43.42%, while conventional literacy reaches 66.45%.
  This indicates that more than half of Indonesia's population (around
  56.58%) do not fully understand sharia-based financial products and
  services (Sharia knowledge center, n.d.).</p>
      <p>Based on the SNLIK data, it can be interpreted that the increase in
  IFL, the greater the understanding and knowledge of the community
  towards Islamic financial principles, products and services, so that
  more people decide to use the products and services of Islamic
  financial institutions, including IMFI. The study of Albaity &amp;
  Rahman (2019) corroborates this statement that IFL has a direct effect
  on the interest in saving 350 prospective Islamic bank customers in
  the UAE. The study of Suwarsi et al (2022) also supports the above
  research results that IFL has a positive and significant impact on
  business development in 1392 MSMEs in Yogyakarta, Indonesia. The same
  thing is also proven by the study Fauzi &amp; Murniawaty (2020) which
  states that IFL owned by students affects the interest in saving in
  Islamic banks. However, in contrast to some of the research above, the study of Mulyaningtyas et al (2020) revealed that financial literacy has no impact on students' interest in saving at
  Islamic banks in Malang City.</p>
      <p>Another factor that can influence customer saving interest is
  promotion. With promotion, marketers can inform, persuade, and remind
  potential customers about IMFI products and services to influence
  customer opinions. The study Malik et al (2021) proves that promotion
  has a big impact on public interest in saving at BSI KCP Singkut in
  the village community Pelawan Jaya, Jambi. However, the study of
  Majhaf (2020) shows different results that promotion has no impact on
  people's interest in saving at Bank Muamalat Indonesia Palu, Central
  Sulawesi.</p>
      <p>In addition to IFL and promotion, product quality and customer
  trust are important aspects that can increase people's preference in
  using IMFI services. The study of Hardana et al (2022) confirms that
  product quality has a large and favorable impact on saving interest in
  BSI Padangsidimpuan Branch. However, in contrast to the above study,
  according to Ulya et al (2020) , the relationship between product
  quality and saving interest is not significant. Regarding the aspect
  of customer trust, the study of Nurrohmah &amp; Purbayati (2020)
  proves that trust has a positive and significant effect on interest in
  saving in Islamic banks. But on the contrary, the study Aziz &amp;
  Hendrastyo (2020) revealed that the interest in saving in Islamic
  banks Ulak Karang Branch, Padang City is not influenced by customer
  trust.</p>
      <p>Based on the review of previous research above, there are still
  gaps in research results regarding the factors that influence interest
  in saving at Islamic financial institutions. Previous research
  emphasized the significance of IFL Albaity &amp; Rahman (2019; Suwarsi
  et al., 2022; Fauzi &amp; Murniawaty, 2020) , promotion (Malik et al.,
  2021) and product quality (Hardana et al., 2022) in increasing
  interest in saving. However, the study of Mulyaningtyas et al (2020;
  Majhaf, 2020; Ulya et al., 2020) shows different research results.
  Therefore, this study seeks to fill this gap by examining the effect
  of IFL, promotion and product quality on saving interest with customer
  trust as an intervening variable at IMFIs in Central Java. Hopefully,
  the results of this research can develop a more comprehensive model of
  customer acceptance behavior towards IMFIs.</p>
    </sec>
    <sec id="theoretical-review">
      <title>THEORETICAL REVIEW</title>
      <sec id="theory-of-reasoned-action-tra">
        <title>Theory of Reasoned Action (TRA)</title>
        <p>Theory of Reasoned Action (TRA) is one of the popular consumer
    behavior theories and is widely used in various studies. TRA was
    first coined by Fishbein &amp; Ajzen in 1975 (Fishbein &amp; Ajzen,
    1975, 2010). This theory explains that human behavior is based on
    intention which is formed from attitude and subjective norms. This
    intention then becomes the basis for a person in doing or not doing
    an action. TRA aims to understand the motivation behind a person's
    actions by looking at the factors that influence their interests,
    namely personal factors (attitudes) and social influence factors
    (subjective norms) (Fishbein &amp; Ajzen, 1975, 2010).
    Schematically, the TRA model can be depicted as follows:</p>
        <fig id="figure-hyumg5">
            <label>Figure 1. Theory of Reasoned Action (TRA)</label>
            <graphic xlink:href="East_Asian_Journal_of_Multidisciplinary_Research_EAJMR-4-8-3651-g1.png" mimetype="image"
                mime-subtype="png">
                <alt-text>Image</alt-text>
            </graphic>
        </fig>
        <p>Figure 1. Theory of Reasoned Action (TRA)</p>
      </sec>
      <sec id="islamic-financial-literacy-customer-trust-and-saving-intention">
        <title>Islamic Financial Literacy, Customer Trust and Saving Intention</title>
        <p>In recent years, the study of financial literacy has become an
    interesting topic of discussion. Financial literacy is defined as
    knowledge and understanding of financial concepts, skills,
    motivation and confidence to apply that knowledge and understanding
    in making effective financial decisions (Arif, 2015). Financial
    literacy is also understood as the ability to apply knowledge and
    skills to achieve good financial behavior (Suwarsi et al., 2022).
    Knowledge, skills and behavior are interrelated components in the
    concept of financial literacy.</p>
        <p>Meanwhile, Islamic Financial Literacy (IFL) emphasizes on the
    understanding of Islamic principles in transactions and investments
    in order to make responsible financial decisions and manage
    financial resources in accordance with Islamic values (Suwarsi et
    al., 2022). A person who has a good level of IFL will influence
    their belief that their financial activities are in accordance with
    religious values and contribute to well-being in this world and the
    hereafter. This high level of IFL will also encourage a person to
    make wise financial decisions, such as choosing Islamic financial
    products and services, halal investments, and managing finances in
    accordance with Islamic principles. Based on the description above,
    IFL is an important aspect that a person considers in making
    financial decisions, including saving behavior at IMFI. According to
    Albaity &amp; Rahman (2019), IFL has a direct effect on the saving
    interest of prospective Islamic bank customers in the UAE. Fauzi
    &amp; Murniawaty (2020) provide the same evidence that IFL owned by
    students affects interest in saving at Islamic banks. Meanwhile,
    Suwarsi et al (2022) support the statement that IFL has a positive
    and significant impact on business development. With the logic of
    the above thinking, IFL is predicted to be able to influence
    customer trust and subsequently IFL will also encourage customers to
    use IMFI services , so the following hypothesis can be proposed:</p>
        <p>H1: IFL is strongly associated with customer trust.</p>
        <p>H5: IFL is strongly associated with saving intention.</p>
      </sec>
      <sec id="promotion-customer-trust-and-saving-intention">
        <title>Promotion, Customer Trust, and Saving Intention</title>
        <p>According to Kotler (2012), promotion is a marketing
    communication process that aims to inform, persuade, and remind
    consumers about the products or services offered by the company.
    Promotion involves various communication activities to build brand
    awareness, increase sales, and strengthen customer relationships.
    Dharmawati (2017) emphasizes the function of promotion in 3 aspects,
    namely persuading consumers, presenting products and encouraging
    purchases. In addition, promotion aims to create a positive
    impression of its products and maintain its product reputation.</p>
        <p>Promotion plays an important role in delivering marketing
    messages to target audiences and influencing consumer behavior.
    Effective promotion can build consumer confidence in the products
    and services offered and can create interest in using these products
    and services. Thus, a well-designed and effective promotion can be a
    powerful tool in influencing financial decisions, including saving
    behavior at IMFI.</p>
        <p>Malik et al (2021) proved that promotion has a significant
    influence on public interest in saving in Islamic banks. The study
    Aziz &amp; Hendrastyo (2020) also supports the finding that
    promotion encourages interest in saving at Islamic banks. Thus, the
    more attractive the promotion of products and services offered, the
    higher the interest in using these Islamic financial products and
    services, so the following hypothesis can be proposed:</p>
        <p>H2: Promotion is strongly associated with customer trust.</p>
        <p>H6: Promotion is strongly associated with saving intention.</p>
      </sec>
      <sec id="product-quality-customer-trust-and-saving-intention">
        <title>Product Quality, Customer Trust, and Saving Intention</title>
        <p>Product quality is defined as a condition in which the product is
    able to meet and exceed the expectations of a consumer (Tjiptono,
    2008). This can be interpreted that the product not only meets the
    needs and desires of consumers, but also exceeds their expectations
    so as to provide higher satisfaction. According to Kotler &amp;
    Armstrong (2008), to assess product quality can be through
    durability, confidentiality, accuracy, comfort, operation, and
    repair. Prawirosento (2002) mentions several factors that can affect
    product quality, including: design, raw materials, technology,
    packaging and delivery.</p>
        <p>The study of Prasetya et al (2017) shows a relationship between
    product quality and trust. Product quality also has a big influence
    on saving interest (Hardana et al., 2022). Starting from the logic
    of thought above, the following hypothesis can be formulated:</p>
        <p>H3: Product quality is strongly associated with customer trust.</p>
        <p>H7: Product quality is strongly associated with saving intention.</p>
        <p>Customer trust plays an important role in building strong and
    sustainable relationships between companies and customers. Kotler
    &amp; Keller (2009) defines customer trust as the company's
    willingness to rely on business partners, which is influenced by
    competence, integrity, honesty, and kindness. Balla et al (2015)
    emphasizes the willingness to rely on exchange partners who have
    trust. The above definitions focus more on relational aspects and
    dependencies in business relationships or exchanges. Van der Heijden et al (2003)
    underlines on the willingness to be vulnerable to the actions of the
    other party. The definition above focuses more on the aspects of
    trust and vulnerability that arise in relationships, where the
    trusting party does not have full control over the actions of the
    other party. Peppers and Rogers (2016 as cited in Priansa, 2017)
    identify several elements that influence customer trust are shared
    values, interdependence, and communication quality. Some of the
    definitions above complement each other and provide a more
    comprehensive understanding of the concept of trust in the context
    of exchange or relationships.</p>
        <p>Trust in Islamic financial institutions, savings products, and
    even in oneself to manage finances can increase a person's interest
    in saving. If a person has high trust in the Islamic financial
    institution where they save, they will feel more secure and
    comfortable saving money there. In addition, trust in the savings
    product itself, such as sharia products that are in line with
    religious beliefs, can also increase interest in saving. Thus, trust
    has an important role in driving a person's interest in saving.
    Study Nurrohmah &amp; Purbayati (2020) found that trust has a
    significant effect on interest in saving at Islamic banks. Based on
    the research train of thought above, the following hypothesis is
    developed:</p>
        <p>H4: customer trust is strongly associated with saving
    intention.</p>
      </sec>
      <sec id="customer-trust-as-mediator">
        <title>Customer Trust as Mediator</title>
        <p>This research predicts that customer trust acts as a mediating
    variable in the relationship between IFL, promotion and product
    quality with saving intention. If customers have a good level of
    IFL, effective promotion, and high product quality, then their level
    of trust in IMFI will increase, and ultimately, their saving
    intention will also increase. This research highlights the
    importance of building trust as an intermediary between these
    factors and saving intention. Prasetya et al (2017) study found that
    product quality has a significant effect on trust. The significant
    relationship between customer trust and saving intention has also
    been explained in the study Nurrohmah &amp; Purbayati (2020), so the
    following hypothesis can be proposed:</p>
        <p>H8: Custumer trust as a mediator between IFL and saving intention.</p>
        <p>H9: Custumer trust as a mediator between promotion and saving intention.</p>
        <p>H10: Custumer trust as a mediator between product quality and saving intention.</p>
      </sec>
    </sec>
    <sec id="methodology">
      <title>METHODOLOGY</title>
      <p>The research population is all IMFI customers in Central Java,
  Indonesia. In PLS-SEM analysis modeling, the minimum recommended
  sample size is 5 times the number of indicators used to measure a
  construct or 5-10 times the number of parameters estimated (Ferdinand,
  2014; Hair et al., 2020). For this reason, the sample selected was (n
  = 170) IMFI customers using accidental sampling technique. The
  measurement of questionnaire items was adapted from previous research
  and slightly modified to fit the context of IMFI. The following table
  describes the research questionnaire lattice.</p>
      <sec id="table-1.-questionnaire-items-and-references">
        <title>Table 1. Questionnaire Items and References</title>
        <table-wrap>
          <label>Table 1. Questionnaire Items and References</label>
          <table>
            <colgroup>
              <col width="8%" />
              <col width="38%" />
              <col width="18%" />
              <col width="36%" />
            </colgroup>
            <thead>
              <tr>
                <th>
                  <bold>No</bold>
                </th>
                <th>
                  <bold>Variables</bold>
                </th>
                <th>
                  <bold>Items</bold>
                </th>
                <th>
                  <p specific-use="wrapper">
                    <disp-quote>
                      <p>
                        <bold>References</bold>
                      </p>
                    </disp-quote>
                  </p>
                </th>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td>1</td>
                <td>Islamic Financial Literacy</td>
                <td>12</td>
                <td>
                  <p specific-use="wrapper">
                    <disp-quote>
                      <p>Suwarsi et al., 2022</p>
                    </disp-quote>
                  </p>
                </td>
              </tr>
              <tr>
                <td>2</td>
                <td>Promotion</td>
                <td>6</td>
                <td>
                  <p specific-use="wrapper">
                    <disp-quote>
                      <p>Andreti et al., 2013</p>
                    </disp-quote>
                  </p>
                </td>
              </tr>
              <tr>
                <td>3</td>
                <td>Product Quality</td>
                <td>3</td>
                <td>
                  <p specific-use="wrapper">
                    <disp-quote>
                      <p>Zhou et al., 2010</p>
                    </disp-quote>
                  </p>
                </td>
              </tr>
              <tr>
                <td>4</td>
                <td>Saving Intention</td>
                <td>8</td>
                <td>
                  <p specific-use="wrapper">
                    <disp-quote>
                      <p>Albaity &amp; Rahman, 2019</p>
                    </disp-quote>
                  </p>
                </td>
              </tr>
              <tr>
                <td>5</td>
                <td>Customer Trust</td>
                <td>5</td>
                <td>
                  <p specific-use="wrapper">
                    <disp-quote>
                      <p>Madjid, 2013</p>
                    </disp-quote>
                  </p>
                </td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>PLS-SEM (Partial Least Squares Structural Equation Modeling)
    analysis consists of two main stages, namely measurement model
    (outer model) and structural model (inner model) (Hair et al.,
    2020). Measurement model describes the relationship between latent
    variables (constructs) and their indicators. Structural model
    describes the causal relationship between latent variables based on
    the underlying theory.</p>
      </sec>
    </sec>
    <sec id="results">
      <title>RESULTS</title>
      <sec id="characteristics-of-respondents">
        <title>Characteristics of Respondents</title>
        <p>The majority of respondents in this study were female, namely 127
    people (74.7%). Most respondents were aged 30-39 years, as many as
    64 people (37.6%). Most of the respondents' education is high
    school, namely 95 people (55.9%) and most of the respondents have
    been customers for 1-2 years, namely 121 people (71.2%). An
    explanation of the characteristics of respondents is presented in
    the following table.</p>
      </sec>
      <sec id="table-2.-characteristics-of-respondent">
        <title>Table 2. Characteristics of Respondent</title>
        <table-wrap>
          <label>Table 2. Characteristics of Respondent</label>
          <table>
            <colgroup>
              <col width="49%" />
              <col width="25%" />
              <col width="27%" />
            </colgroup>
            <thead>
              <tr>
                <th>
                  <p specific-use="wrapper">
                    <disp-quote>
                      <p>
                        <bold>Characteristics</bold>
                      </p>
                    </disp-quote>
                  </p>
                </th>
                <th>
                  <p specific-use="wrapper">
                    <disp-quote>
                      <p>
                        <bold>Total</bold>
                      </p>
                    </disp-quote>
                  </p>
                </th>
                <th>
                  <bold>Percentage</bold>
                </th>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td>
                  <p>Gender</p> 
                  <p>Male</p> 
                  <p>Female</p>
                  <p>Total</p>
                </td>
                <td>
                  <p specific-use="wrapper">
                    <disp-quote>
                      <p>43</p>
                      <p>127</p>
                      <p>170</p>
                    </disp-quote>
                  </p>
                </td>
                <td>
                  <p>25.3</p>
                  <p>74.7</p>
                  <p>100</p>
                </td>
              </tr>
              <tr>
                <td>
                  <p>Age</p>
                  <p>20-29 years</p>
                  <p>30-39 years</p>
                  <p>30-49 years</p>
                  <p>&gt; 50 years Total</p>
                </td>
                <td>
                  <p specific-use="wrapper">
                    <disp-quote>
                      <p>38</p>
                      <p>64</p>
                      <p>41</p>
                      <p>27</p>
                      <p>130</p>
                    </disp-quote>
                  </p>
                </td>
                <td>
                  <p>22.3</p>
                  <p>37.6</p>
                  <p>24.1</p>
                  <p>16.0</p>
                  <p>100</p>
                </td>
              </tr>
              <tr>
                <td>
                  <p>Education Level</p> 
                  <p>Elementary School</p> 
                  <p>Junior High School</p>
                  <p>Senior High School</p>
                  <p>Undergraduate Degree (S1)</p>
                  <p>Total</p>
                </td>
                <td>
                  <p specific-use="wrapper">
                    <disp-quote>
                      <p>35</p>
                      <p>26</p>
                      <p>95</p>
                      <p>14</p>
                      <p>170</p>
                    </disp-quote>
                  </p>
                </td>
                <td>
                  <p>20.6</p>
                  <p>15.3</p>
                  <p>55.9</p>
                  <p>8.2</p>
                  <p>100</p>
                </td>
              </tr>
              <tr>
                <td>
                  <p>Length of Customer</p>
                  <p>1-2 years</p>
                  <p>3-4 years</p>
                  <p>&gt; 5 years</p>
                  <p>Total</p>
                </td>
                <td>
                  <p specific-use="wrapper">
                    <disp-quote>
                      <p>121</p>
                      <p>26</p>
                      <p>23</p>
                      <p>170</p>
                    </disp-quote>
                  </p>
                </td>
                <td>
                  <p>71.2</p>
                  <p>15.3</p>
                  <p>13.5</p>
                  <p>100</p>
                </td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <sec id="analysis-of-pls-sem">
          <title>Analysis of PLS-SEM</title>
            <p>
              <italic>
                <bold>Measurement Model Assessment (Outer Model)</bold>
              </italic>
            </p>
          <p>Measurement model is carried out to ensure that the measurement
      used is suitable for measurement (valid and reliable). This model
      evaluation specifies the relationship between latent variables and
      their indicators. Some criteria for assessing the measurement
      model are convergent validity, discriminate validity and composite
      reliability.</p>
          <p>Based on the PLS-SEM output, discriminant validity shows that
      there are indicators that have a cross loading factor value below
      0.6 and an AVE value below 0.5, so they are declared invalid and
      must be removed from the analysis. The indicators are IFL1, IFL2,
      IFL9, IFL10, IFL11, IFL12 and P6.</p>
          <p>After re-estimation, the results of the measurement model
      output produce convergent validity values, discriminat validity
      and composite reliability as follows:</p>
        </sec>
        <sec id="convergent-validity">
          <title>Convergent Validity</title>
          <p>The PLS-SEM output shows that the loading factor value of all
      indicators of the IFL, promotion, product quality, saving
      intention and customer trust variables is greater than 0.6 and the
      p-value is significant at the 95% significance level, so it can be
      concluded that all indicators are valid.</p>
        </sec>
        <sec id="discriminat-validity">
          <title>Discriminat Validity</title>
          <p>Discriminant validity is determined from the cross loading
      factor value of each variable and the square root value of average
      variance extracted (√AVE). The cross loading factor value of each
      indicator of the variable under study is greater than the cross
      loading of other variables. The AVE value also shows a number
      greater than 0.5. Thus, the indicators of the variables studied
      have good discriminant validity.</p>
        </sec>
        <sec id="composite-reliability">
          <title>Composite Reliability</title>
          <p>To test reliability, it can be seen from the value of composite
      reliability and Cronbach's alpha . The PLS-SEM output results show
      that the composite reliability values of all research variables
      (IFL, promotion, product quality, saving intention and customer
      trust) show numbers&gt; 0.8. Cronbach's alpha value also shows
      more than 0.8, so it can be concluded that all research variables
      have good composite reliability.</p>
        </sec>
      </sec>
      <sec id="table-3.-test-of-validity-and-reliability">
        <title>Table 3. Test of Validity and Reliability</title>
        <table-wrap id="tbl3">
          <label>Table 3. Test of Validity and Reliability</label>
          <table frame="box" rules="all" border="1">
            <thead>
              <tr>
                <th>Variable</th>
                <th>Construct Item</th>
                <th>Loading Factor</th>
                <th>Composite Reliability</th>
                <th>AVE</th>
                <th>Cronbach's Alpha</th>
              </tr>
            </thead>
            <tbody>
              <!-- Islamic Financial Literacy (IFL) -->
              <tr>
                <td rowspan="6">Islamic Financial Literacy (IFL)</td>
                <td>IFL3 - Use products and services provided by IMFI</td>
                <td>0.686</td>
                <td rowspan="6">0.863</td>
                <td rowspan="6">0.512</td>
                <td rowspan="6">0.810</td>
              </tr>
              <tr>
                <td>IFL4 - Can choose IMFI according to my needs</td>
                <td>0.693</td>
              </tr>
              <tr>
                <td>IFL5 - Can distinguish Islamic MFI from conventional MFI</td>
                <td>0.711</td>
              </tr>
              <tr>
                <td>IFL6 - IMFI do not use interest systems but are in accordance with sharia</td>
                <td>0.748</td>
              </tr>
              <tr>
                <td>IFL7 - Believe in the performance of IMFI</td>
                <td>0.749</td>
              </tr>
              <tr>
                <td>IFL8 - Believe in the quality and service of IMFI because they are in accordance with what is offered</td>
                <td>0.680</td>
              </tr>

              <!-- Promotion (P) -->
              <tr>
                <td rowspan="5">Promotion (P)</td>
                <td>P1 - IMFI gives some souvenirs and other gifts to loyal customers</td>
                <td>0.704</td>
                <td rowspan="5">0.853</td>
                <td rowspan="5">0.540</td>
                <td rowspan="5">0.802</td>
              </tr>
              <tr>
                <td>P2 - IMFI gives special promotions (Eid al-Fitr, Eid al-Adha, etc.)</td>
                <td>0.682</td>
              </tr>
              <tr>
                <td>P3 - Customers prefer to save in IMFI because of its promotions</td>
                <td>0.886</td>
              </tr>
              <tr>
                <td>P4 - Customers prefer to save in IMFI because of its various products</td>
                <td>0.768</td>
              </tr>
              <tr>
                <td>P5 - IMFI gives information when they promotions</td>
                <td>0.634</td>
              </tr>

              <!-- Product Quality (PQ) -->
              <tr>
                <td rowspan="3">Product Quality (PQ)</td>
                <td>PQ1 - Our products and services meet customers' needs well</td>
                <td>0.851</td>
                <td rowspan="3">0.883</td>
                <td rowspan="3">0.716</td>
                <td rowspan="3">0.803</td>
              </tr>
              <tr>
                <td>PQ2 - Our products and services are very popular with customers</td>
                <td>0.804</td>
              </tr>
              <tr>
                <td>PQ3 - We constantly improve our product quality to meet customers' needs</td>
                <td>0.881</td>
              </tr>

              <!-- Saving Intention (SI) -->
              <tr>
                <td rowspan="8">Saving Intention (SI)</td>
                <td>SI1 - I plan to choose IMFI products in the forthcoming month</td>
                <td>0.793</td>
                <td rowspan="8">0.920</td>
                <td rowspan="8">0.591</td>
                <td rowspan="8">0.901</td>
              </tr>
              <tr>
                <td>SI2 - I am likely to choose IMFI products in the future</td>
                <td>0.784</td>
              </tr>
              <tr>
                <td>SI3 - I will choose IMFI products</td>
                <td>0.849</td>
              </tr>
              <tr>
                <td>SI4 - I am interested to use IMFI</td>
                <td>0.768</td>
              </tr>
              <tr>
                <td>SI5 - I am interested in using IMFI in the future</td>
                <td>0.762</td>
              </tr>
              <tr>
                <td>SI6 - I like to use IMFI</td>
                <td>0.725</td>
              </tr>
              <tr>
                <td>SI7 - I will recommend IMFI to others</td>
                <td>0.735</td>
              </tr>
              <tr>
                <td>SI8 - I will start using IMFI soon</td>
                <td>0.726</td>
              </tr>

              <!-- Customer Trust (CT) -->
              <tr>
                <td rowspan="5">Customer Trust (CT)</td>
                <td>CT1 - Believe the employee IMFI</td>
                <td>0.786</td>
                <td rowspan="5">0.874</td>
                <td rowspan="5">0.583</td>
                <td rowspan="5">0.819</td>
              </tr>
              <tr>
                <td>CT2 - Confidence in the services provided</td>
                <td>0.731</td>
              </tr>
              <tr>
                <td>CT3 - Believe there is no abuse of savings</td>
                <td>0.843</td>
              </tr>
              <tr>
                <td>CT4 - Willingness to save in IMFI</td>
                <td>0.674</td>
              </tr>
              <tr>
                <td>CT5 - Confidence in the fulfillment of every promise</td>
                <td>0.772</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <sec id="structural-model-assessment-inner-model">
          <title>Structural Model Assessment (Inner Model)</title>
          <p>Structural modeling in PLS-SEM is done by looking at the
      R-square value on each dependent latent variable. A high R-square
      value indicates that the structural model is able to explain
      significant variation in the dependent latent variable. The higher
      the R-square value, the stronger the relationship between
      exogenous and dependent latent variables, with the criteria of
      0.67 as &quot;good&quot;, 0.33 as &quot;moderate&quot;, and 0.19
      as &quot;weak&quot; (Chin, 1998; Imam Ghozali, 2014). The table
      below provides more detailed information about the R-square value
      for each dependent variable in the model.</p>
        </sec>
      </sec>
      <sec id="table-4.-r-square">
        <title>Table 4. R-Square</title>
        <table-wrap>
          <label>Table 4. R-Square</label>
          <table>
            <colgroup>
              <col width="35%" />
              <col width="26%" />
              <col width="39%" />
            </colgroup>
            <thead>
              <tr>
                <th>
                  <bold>Variable</bold>
                </th>
                <th>
                  <bold>R-Square</bold>
                </th>
                <th>
                  <bold>Adjusted R-Square</bold>
                </th>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td>Customer Trust</td>
                <td>0.370</td>
                <td>0.359</td>
              </tr>
              <tr>
                <td>Saving Intention</td>
                <td>0.452</td>
                <td>0.439</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>The PLS-SEM output results show that the R-Square value on the
    dependent latent variable &quot;customer trust&quot; is 0.370. This
    indicates that the model built is able to explain 37% of the
    variation in customer trust, which is included in the
    &quot;moderate&quot; category. While the R-Square value on the
    dependent latent variable &quot;saving intention&quot; of 0.452
    indicates that IMFI's saving intention is influenced by the three
    latent variables (IFL, P and PQ) by 45%. Thus, the criterion of the
    structural model also indicates a &quot;moderate&quot; model. The
    PLS-SEM results are shown in the figure as follows:</p>
        <fig id="figure-hyumg5">
            <label>Figure 2</label>
            <graphic xlink:href="East_Asian_Journal_of_Multidisciplinary_Research_EAJMR-4-8-3651-g1.png" mimetype="image"
                mime-subtype="png">
                <alt-text>Image</alt-text>
            </graphic>
        </fig>
        <p>Figure 2. Diagram of Path Coefficient and Hypothesis Test Analysis of structural model testing is carried out using SmartPLS software by looking at the t-statistic value and p-value.
        The research hypothesis is accepted if the p-value &lt;0.05 and the t-statistic test is
        &gt; 1.96 with a significance of 5%. The results of the structural
        model test are shown in the PLS-SEM output as follows:</p>
      </sec>
      <sec id="table-5.-hypothesis-testing">
        <title>Table 5. Hypothesis Testing</title>
        <table-wrap>
          <label>Table 5. Hypothesis Testing</label>
          <table>
            <colgroup>
              <col width="18%" />
              <col width="26%" />
              <col width="17%" />
              <col width="17%" />
              <col width="22%" />
            </colgroup>
            <thead>
              <tr>
                <th>
                  <bold>Hypothesis</bold>
                </th>
                <th>
                  <bold>Causal Path</bold>
                </th>
                <th>
                  <bold>t-Statistic</bold>
                </th>
                <th>
                  <bold>p</bold>
                </th>
                <th>
                  <bold>Decisions</bold>
                </th>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td>H1</td>
                <td>IFL -&gt; CT</td>
                <td>3.005</td>
                <td>0.003**</td>
                <td>Supported</td>
              </tr>
              <tr>
                <td>H2</td>
                <td>P -&gt; CT</td>
                <td>0.679</td>
                <td>0.498</td>
                <td>Not Supported</td>
              </tr>
              <tr>
                <td>H3</td>
                <td>PQ -&gt; CT</td>
                <td>7.472</td>
                <td>0.000***</td>
                <td>Supported</td>
              </tr>
              <tr>
                <td>H4</td>
                <td>IFL -&gt; SI</td>
                <td>3.012</td>
                <td>0.003**</td>
                <td>Supported</td>
              </tr>
              <tr>
                <td>H5</td>
                <td>P -&gt; SI</td>
                <td>4.255</td>
                <td>0.000***</td>
                <td>Supported</td>
              </tr>
              <tr>
                <td>H6</td>
                <td>PQ -&gt; SI</td>
                <td>2.173</td>
                <td>0.030**</td>
                <td>Supported</td>
              </tr>
              <tr>
                <td>H7</td>
                <td>CT -&gt; SI</td>
                <td>3.079</td>
                <td>0.002**</td>
                <td>Supported</td>
              </tr>
              <tr>
                <td>H8</td>
                <td>IFL -&gt; CT-&gt;SI</td>
                <td>2.218</td>
                <td>0.027**</td>
                <td>Supported</td>
              </tr>
              <tr>
                <td>H9</td>
                <td>P -&gt; CT-&gt;SI</td>
                <td>0.649</td>
                <td>0.516</td>
                <td>Not Supported</td>
              </tr>
              <tr>
                <td>H10</td>
                <td>PQ -&gt; CT-&gt;SI</td>
                <td>2.789</td>
                <td>0.006**</td>
                <td>Supported</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>Notes: ***is significant at p&lt; 0.01. **is significant at
      p&lt; 0.05. IFL: Islamic Financial Literacy, P: Promotion, PQ:
      Product Quality, SI: Saving Intention, CT: Customer Trust Based on the PLS-SEM results above, it can be concluded that of all the hypotheses proposed in this study, there are 8 supported
    hypotheses and 2 not supported hypotheses. IFL and product quality
    are proven to be significantly related to customer trust and saving
    intention, but promotion is not proven. Customer trust is proven to
    be able to mediate the relationship between IFL and product quality
    with saving intention, but is not proven to mediate the relationship
    between promotion and saving intention.</p>
      </sec>
    </sec>
    <sec id="discussion">
      <title>DISCUSSION</title>
      <p>The PLS-SEM results in this study investigate the effect of IFL,
  promotion and product quality on customer trust. The results of table
  5 show that IFL (t- statistics = 3.005, p = 0.003) and PQ
  (t-statistics = 7.472, p = 0.000). These results show that the
  t-statistics values of 3.005 and 7.472 &gt; the t-table value of 1.96
  and the p values of 0.003 and 0.000 &lt; 0.05, hence there is
  sufficient evidence that H1 and H3 are supported. Unfortunately, H2
  which examines the effect of promotion on customer trust is not
  statistically significant as indicated by P (t- statistics = 0.679, p
  = 0.498).</p>
      <p>Furthermore, H4, H5, H6 and H7 test the effect of IFL, promotion,
  product quality and customer trust on saving intention. The results of
  table 5 show that IFL (t-statistics = 3.012, p = 0.003), P
  (t-statistics = 4.255, p = 0.000), PQ (t-statistics = 2.173, p = 0.030), and CT (t-statistics = 3.079, p = 0.002).
  Therefore, it can be concluded that all hypotheses are supported.
  Meanwhile, H8, H9 and H10 examine customer trust in mediating the
  effect of IFL, promotion and product quality on saving intention. The
  PLS-SEM results indicate that IFL (t-statistics = 2.218, p = 0.027)
  and PQ (t-statistics = 2.789, p = 0.006). Thus H8 and H10 are
  statistically significant at 5 percent alpha, hence H8 and H10 are
  supported.</p>
      <p>Unfortunately, H9 is not significant as indicated by P
  (t-statistics = 0.649, p = 0.516).</p>
      <p>The findings of this research prove that Islamic Financial Literacy
  (IFL), promotion and product quality are important aspects that
  trigger customers' interest in saving at Islamic Microfinance
  Institution (IMFI). This is indicated by the PLS-SEM results that the
  structural model built in this research indicates a
  &quot;moderate&quot; model. This research contributes to developing
  aspects of Islamic Financial Literacy (IFL) so that a more
  comprehensive model of the behavior of using products and services at
  IMFI is built.</p>
      <p>The results of this study successfully prove that IFL has a
  significant influence on customer trust and saving intention. The
  higher a person's IFL level, the stronger their trust in IMFI, which
  in turn encourages them to make wise financial decisions, including
  choosing products and services at IMFI. The findings of this research
  provide a strong basis that improving Islamic financial education is a
  necessity, not an option. Currently, the main obstacles to the
  development of Islamic Financial Literacy (IFL) are minimal education
  and poorly understood Islamic financial products. Islamic financial
  education is still uneven and has not reached all levels of society.
  People often see sharia products only as 'conventional alternatives'
  with Islamic frills or consider them exclusive to certain circles.
  They may not fully understand the essential differences between
  murabahah, mudharabah, musyarakah or ijarah and conventional bank
  loans or stock investments in general. Therefore, there needs to be a
  collective effort involving the government, regulators, Islamic
  financial institutions, academics, and community leaders in designing
  Islamic financial education programs that are more massive,
  accessible, and relevant to the needs of the community.</p>
      <p>The findings of this research support the results of previous
  research which suggests a direct effect between IFL and Islamic bank
  customers' saving interest in the UAE (Albaity &amp; Rahman (2019) .
  The study Fauzi &amp; Murniawaty (2020) states that IFL owned by
  students affects the interest in saving in Islamic banks. Even a high
  level of IFL has a positive and significant impact on business
  development ( Suwarsi et al., 2022) . Thus, improving Islamic
  financial literacy is an important foundation to encourage Islamic
  financial inclusion and empower people to make smarter and shar'i
  financial choices.</p>
      <p>PLS-SEM results show that promotion has a significant effect on
  interest in saving at IMFI. The more attractive the promotion of
  products and services offered by Islamic financial institutions, the
  higher the interest in using these Islamic financial products and
  services. The results of this study support the findings of previous
  research which states that promotion triggers a positive and
  significant influence on public interest in saving in Islamic banks
  (Malik et al., 2021; Aziz &amp; Hendrastyo, 2020). However, the
  research also found that there is not enough evidence to support
  promotion as an important factor influencing customer trust in Islamic
  microfinance institutions. It is suspected that the lack of support
  for the second hypothesis is due to ineffective and optimized
  promotion, resulting in a lack of customer awareness and trust in
  IMFIs. Some people may still doubt the reliability and security of
  Islamic microfinance institutions. This could be due to previous negative experiences, lack of clear
  information, or the perception that Islamic financial institutions are
  less modern or flexible.</p>
      <p>The PLS-SEM results also found that product quality has a
  significant effect on customer trust and interest in saving at IMFI.
  This is in line with the findings of previous research from Prasetya
  et al (2017) which states the relationship between product quality and
  trust. Furthermore, Hardana et al (2022) also shows a positive and
  significant effect of product quality on saving interest. The better
  the quality of products and services of Islamic financial
  institutions, the higher the trust and interest of customers in using
  these Islamic financial products and services.</p>
      <p>Finally, the PLS-SEM results found that customer trust acts as a
  mediating variable in the influence of IFL and product quality on
  saving intention at IMFI. Trust is an important aspect that drives
  interest in saving at Islamic microfinance institutions. This is in
  line with the support of previous research from Nurrohmah &amp;
  Purbayati (2020) which states that there is a positive and significant
  relationship between trust and interest in saving at Islamic banks.
  The study of Prasetya et al (2017) found a significant influence
  between product quality on trust . In addition, the significant
  influence between customer trust and saving intention has also been
  explained in the study of Nurrohmah &amp; Purbayati (2020). However,
  the results also found that there is not enough evidence to support
  customer trust as a mediator in the effect of promotion on saving
  intention in IMFI. Therefore, Islamic microfinance institutions must
  pay serious attention in their efforts to strengthen customer trust to
  increase customer interest in using Islamic financial products. This
  is because building trust takes a relatively long time and can develop
  after repeated meetings with customers.</p>
    </sec>
    <sec id="conclusions-and-recommendations">
      <title>CONCLUSIONS AND RECOMMENDATIONS</title>
      <p>This study aims to reveal the factors that trigger customer trust
  and interest in using Islamic financial products at the Islamic
  Microfinance Institution (IMFI). This study found empirical evidence
  of the significant influence of Islamic Financial Literacy (IFL),
  promotion and product quality on saving interest. The research
  findings also found a positive and significant relationship between
  IFL and product quality on customer trust. However, promotion was
  found to have no impact on customer trust. The mediating role of
  customer trust is evident in the effect of IFL and product quality on
  saving interest, but not proven with promotion.</p>
      <p>Based on the findings of this research, practitioners of Islamic
  financial institutions need to take several strategic steps, such as:
  increasing Islamic financial literacy, optimizing promotions,
  developing innovative products and services, and building customer
  trust. Attractive promotions can be done by using various media and
  targeting the right target audience. In addition, building customer
  trust can be done by increasing transparency in operations, providing
  excellent service, and maintaining the reputation of Islamic
  microfinance institutions.</p>
    </sec>
    <sec id="further-study">
      <title>FURTHER STUDY</title>
      <p>Last but not least, there are several aspects of this research that
  can be recommended for future research agendas. First, further
  research is recommended to use a larger sample size and involve
  various industry parties to improve the quality and representation of
  the research results. Larger samples tend to provide more precise
  estimates and facilitate the generalization of research results to a
  wider population. The involvement of various industry parties will
  also enrich perspectives and ensure the relevance of research findings
  to industry needs. Second, this research uses Theory of Reasoned
  Action (TRA) as the grand theory. For this reason, further research is
  recommended to consider more sophisticated consumer behavior theories,
  such as Theory of Planned Behavior (TPB) or Theory of Interpersonal
  Behavior (TIB), which are developments of TRA. Third, this research
  design uses PLS-SEM analysis techniques. For future researchers, we
  recommend adding new constructs, in addition to Islamic Financial
  Literacy (IFL), promotion and product quality because PLS-SEM is very
  appropriate for research that aims to develop theory.</p>
    </sec>
  </body>
  <back>
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