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<journal-id journal-id-type="publisher-id">Front. Educ.</journal-id>
<journal-title>Frontiers in Education</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Educ.</abbrev-journal-title>
<issn pub-type="epub">2504-284X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/feduc.2024.1365219</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Education</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Service quality, loyalty building and institutional image at a university in Lima, Peru using structural equations</article-title>
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<name><surname>Melean Romero</surname> <given-names>Rosana Alejandra</given-names></name>
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<name><surname>Carhuancho Mendoza</surname> <given-names>Irma Milagros</given-names></name>
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<name><surname>Guerrero Bejarano</surname> <given-names>Mar&#x000ED;a Auxiliadora</given-names></name>
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<name><surname>Ponce Yactayo</surname> <given-names>Dora Lourdes</given-names></name>
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<name><surname>Saravia Ramos</surname> <given-names>Giuliana del Pilar</given-names></name>
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<name><surname>Nolazco Labajos</surname> <given-names>Fernando Alexis</given-names></name>
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<name><surname>Mu&#x000F1;oz Ccuro</surname> <given-names>Felipa Elvira</given-names></name>
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<contrib contrib-type="author">
<name><surname>Bravo Ch&#x000E1;vez</surname> <given-names>Oscar Jhonny</given-names></name>
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<aff id="aff1"><sup>1</sup><institution>Cesar Vallejo University</institution>, <addr-line>Lima</addr-line>, <country>Peru</country></aff>
<aff id="aff2"><sup>2</sup><institution>Tecnol&#x000F3;gico Universitario Espiritu Santo</institution>, <addr-line>Guayaquil</addr-line>, <country>Ecuador</country></aff>
<aff id="aff3"><sup>3</sup><institution>San Juan Bautista Private University</institution>, <addr-line>Lima</addr-line>, <country>Peru</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Paitoon Pimdee, King Mongkut&#x00027;s Institute of Technology Ladkrabang, Thailand</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Slawomir Banaszak, Adam Mickiewicz University, Poland</p>
<p>Robyn Cant, Federation University Australia, Australia</p>
<p>Nathalie Pe&#x000F1;a Garc&#x000ED;a, College of Higher Administration Studies (CESA), Colombia</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Rosana Alejandra Melean Romero <email>rameleanro&#x00040;ucvvirtual.edu.pe</email></corresp>
<corresp id="c002">Irma Milagros Carhuancho Mendoza <email>icarhuancho&#x00040;ucv.edu.pe</email></corresp>
<corresp id="c003">Mar&#x000ED;a Auxiliadora Guerrero Bejarano <email>mguerrerobe&#x00040;ucvvirtual.edu.pe</email></corresp>
<corresp id="c004">Dora Lourdes Ponce Yactayo <email>dlourdespy&#x00040;ucvvirtual.edu.pe</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>10</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>9</volume>
<elocation-id>1365219</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>01</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>23</day>
<month>09</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2024 Melean Romero, Carhuancho Mendoza, Guerrero Bejarano, Ponce Yactayo, Saravia Ramos, Nolazco Labajos, Mu&#x000F1;oz Ccuro and Bravo Ch&#x000E1;vez.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Melean Romero, Carhuancho Mendoza, Guerrero Bejarano, Ponce Yactayo, Saravia Ramos, Nolazco Labajos, Mu&#x000F1;oz Ccuro and Bravo Ch&#x000E1;vez</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>The objective of the research was to explain the satisfaction of students at a private university in Lima, Peru, by applying structural equations. The study aimed to explain the perceived quality of service and how it contributes to student loyalty and institutional image. A purposefully designed quantitative survey was administered to a convenience sample of third-semester university students, considering the semesters 2022-I, 2022-II, and 2023-I. A total of 655 responses were included in the analysis. Descriptive and inferential analyses were conducted to test the proposed hypotheses and identify findings. The results demonstrate a statistical relationship between the variables. The quality of service perceived by the university students almost entirely (99%) explained their satisfaction with the university services provided. Satisfaction, in turn, influences the institutional image by 91% and loyalty by 47%. The image perceived by the students accounts for 39% of their loyalty to the university they attend. Given that the development of student competencies is a primary objective of higher education, this is important because the participants are preparing for qualified employment. For this reason, the use of quality surveys in education is of interest to academics, communities, and governments alike. Although the quality results of this study are admirable, based on them, the dimensions of quality can continue to be reinforced over time. Studying service provision, student satisfaction, and loyalty can help educators and institutions improve learning.</p></abstract>
<kwd-group>
<kwd>service quality</kwd>
<kwd>satisfaction</kwd>
<kwd>loyalty</kwd>
<kwd>institutional image</kwd>
<kwd>universities</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="58"/>
<page-count count="9"/>
<word-count count="6609"/>
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<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Higher Education</meta-value>
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</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>In some Latin American countries, educational systems aim to respond to institutional and regulatory demands, but also to build their own idea of the Nation (Bottinelli, <xref ref-type="bibr" rid="B7">2017</xref>), highlighting the relationship between education and society. From a sociological perspective, there are cultural norms, values, and social structures that influence human behavior and affect customer loyalty (Ghilini, <xref ref-type="bibr" rid="B21">2023</xref>). Therefore, it is necessary for institutions to align their values in a way that is accepted and recognized through the products or services they offer.</p>
<p>To satisfy social needs, educational institutions rely on structures for the exercise of academic, research, and outreach functions, as well as for management development and the fulfillment of local and international criteria and requirements. They represent academic spaces for the formation of human beings in cognitive, technical-procedural, and attitudinal competencies, which are required for professional growth and social development (Taiye et al., <xref ref-type="bibr" rid="B51">2021</xref>).</p>
<p>Universities offer higher education services with differentiating characteristics (Susan et al., <xref ref-type="bibr" rid="B49">2023</xref>) that strive for transformative quality (Nguyen et al., <xref ref-type="bibr" rid="B37">2021</xref>). This pursued differentiation aims to meet student value expectations and foster their satisfaction with the services, enabling them to promote the institution and project a positive image of it in society (Coelho and Henseler, <xref ref-type="bibr" rid="B11">2012</xref>; Yadav and Pathak, <xref ref-type="bibr" rid="B56">2017</xref>). This, in turn, can increase its reputation, loyalty, and commitment to the services (Susan et al., <xref ref-type="bibr" rid="B49">2023</xref>; Leonnard et al., <xref ref-type="bibr" rid="B28">2014</xref>; Coelho and Henseler, <xref ref-type="bibr" rid="B11">2012</xref>), as well as loyalty that values actions, facilities, behavior, and disposition (Yadav and Pathak, <xref ref-type="bibr" rid="B56">2017</xref>).</p>
<p>In emerging countries, it is argued that the quality of service at the university level is below the global standard (Olokundun et al., <xref ref-type="bibr" rid="B38">2019</xref>), putting them at a disadvantage in the face of international competition (Villase&#x000F1;or et al., <xref ref-type="bibr" rid="B54">2015</xref>). Therefore, they work toward ensuring the quality of their education systems and develop actions to differentiate themselves, gain credibility, and have an impact (Ordorika, <xref ref-type="bibr" rid="B39">2015</xref>). They aim to offer services that meet desires and expectations (Akdere et al., <xref ref-type="bibr" rid="B2">2020</xref>) and cover value characteristics that lead to states of fulfillment with the service (Cheng-Kun et al., <xref ref-type="bibr" rid="B10">2023</xref>), supported by curricular programs and pedagogical practices (Monteiro et al., <xref ref-type="bibr" rid="B33">2023</xref>). This fulfillment, associated with student satisfaction, becomes a predictor of loyalty intentions (Leonnard et al., <xref ref-type="bibr" rid="B28">2014</xref>) and leads to positive recommendation processes about the institution (Masa&#x00027;deh et al., <xref ref-type="bibr" rid="B31">2022</xref>).</p>
<p>In recent years, universities have been pressured to implement evaluation processes aimed at quality assurance (Villase&#x000F1;or et al., <xref ref-type="bibr" rid="B54">2015</xref>) focused on positive quantitative indicators associated with research production and impact (Villase&#x000F1;or et al., <xref ref-type="bibr" rid="B54">2015</xref>), teaching, internationalization, resource management, and other aspects required for successful performance and the construction of institutional reputation and image (Ordorika and Rodriguez, <xref ref-type="bibr" rid="B40">2010</xref>). The results of quality measurements do not always meet the demands of national and international evaluating bodies, nor the growing expectations of students (Taiye et al., <xref ref-type="bibr" rid="B51">2021</xref>). For this reason, universities continuously work on service quality as a fundamental aspect that not only influences the satisfaction and loyalty of internal users but also the image and reputation in society at large.</p>
<p>The research aims to explain the satisfaction of students at a private university in Lima, Peru, based on the quality of service, and to determine how this contributes to student loyalty and institutional image. This objective leads to the formulation of the hypothesis: Quality of service generates satisfaction, and this contributes to student loyalty and institutional image.</p>
<p>Specific objectives are defined to determine whether service quality generates satisfaction and if this contributes to building loyalty among university students and to constructing the institutional image. Similarly, it aims to determine if student loyalty contributes to image creation. Based on these objectives, specific hypotheses are formulated: H1: Service quality generates satisfaction, and this contributes to building loyalty among university students; H2: Service quality generates satisfaction, and this contributes to constructing the institutional image; and H3: Student loyalty contributes to the creation of the institutional image. The models and methodologies for evaluating the quality of service offered by universities become a central element to be studied, allowing for explanations of how service quality contributes to student loyalty and the promotion of institutional image.</p>
<sec>
<title>Literature review and research hypotheses</title>
<p>Service quality refers to the overall judgment that considers an individual&#x00027;s attitude toward the received service, which is widely accepted as a precursor to satisfaction (Zeithaml et al., <xref ref-type="bibr" rid="B57">1985</xref>; Berdugo-Correa et al., <xref ref-type="bibr" rid="B5">2016</xref>; Erdogan and Ayyildiz, <xref ref-type="bibr" rid="B17">2022</xref>). Models used to evaluate service quality measure levels of user satisfaction with the quality offered by universities based on established elements or criteria. These models have evolved over time and have been applied to organizations of various natures (Koc and Kaya, <xref ref-type="bibr" rid="B26">2021</xref>; Akdere et al., <xref ref-type="bibr" rid="B2">2020</xref>), refining their essence to ensure accurate results or findings are communicated. <xref ref-type="table" rid="T1">Table 1</xref> presents measurement models of quality, specifying objectives and essential dimensions.</p>


<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Service quality measurement models.</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:#919498;color:#ffffff">
<th valign="top" align="left"><bold>Service quality measurement models</bold></th>
<th valign="top" align="left"><bold>Objective</bold></th>
<th valign="top" align="left"><bold>Essential dimensions</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">SERVQUAL<break/> (Acronym for Service Quality)</td>
<td valign="top" align="left">It captures consumers&#x00027; expectations and perceptions through service quality dimensions.</td>
<td valign="top" align="left">1. Tangibility 2. Reliability 3. Security 4. Responsiveness 5. Empathy</td>
</tr> <tr>
<td valign="top" align="left">SERVPERF<break/> (Service Performance)</td>
<td valign="top" align="left">It is frequently used to determine the service quality performance in various areas such as public transportation, tourism, shopping malls, air services, or telecommunications companies. It is considered a superior measure of service quality compared to the SERVQUAL model.</td>
<td valign="top" align="left">1. Tangible Aspects 2. Reliability 3. Responsiveness 4. Security 5. Empathy</td>
</tr> <tr>
<td valign="top" align="left">HEDPERF</td>
<td valign="top" align="left">It measures service quality in the higher education sector and how the provider meets expectations. It expands upon the basic dimensions of traditional models (ServPerf and ServQual) and redirects them toward measurements specific to higher education services.</td>
<td valign="top" align="left">1. Academic aspects 2. Non-academic aspects 3. Access to academic information 4. Academic program issues 5. Reputation 6. Image 7. Student loyalty</td>
</tr> <tr>
<td valign="top" align="left">HIEDUQUAL</td>
<td valign="top" align="left">HiEduQual is an adapted version of SERVQUAL for the higher education sector. It is designed as a 31-item instrument to assess students&#x00027; perceptions of service quality in higher education. It comprises six dimensions: teaching, administrative services, academic facilities, campus infrastructure, support services, and internationalization.</td>
<td valign="top" align="left">1. Teaching 2. Academic services 3. Academic facilities 4. Campus infrastructure 5. Support services 5. Internationalization</td>
</tr> <tr>
<td valign="top" align="left">EDUQUAL</td>
<td valign="top" align="left">Integrated Systemic Approach Model for Customer Service Quality Evaluation applied to the education system, this technique measures the satisfaction levels of four key stakeholders: students, alumni, recruiters, and parents.</td>
<td valign="top" align="left">1. Students 2. Alumni 3. Recruiters 4. Parents</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p>Source: Own elaboration based on Cronin and Taylor (<xref ref-type="bibr" rid="B14">1994</xref>), Zeithaml et al. (<xref ref-type="bibr" rid="B57">1985</xref>), Teeroovengadum et al. (<xref ref-type="bibr" rid="B52">2016</xref>), and Parasuraman et al. (<xref ref-type="bibr" rid="B43">1991</xref>).</p>
</table-wrap-foot>
</table-wrap>


<p>The SERVPERF model is employed for its practicality and incorporation of psychometric properties based on perceptions rather than expectations (Vazquez, <xref ref-type="bibr" rid="B53">2015</xref>; Misaii et al., <xref ref-type="bibr" rid="B32">2019</xref>; Moosavi et al., <xref ref-type="bibr" rid="B34">2019</xref>; Rizvi et al., <xref ref-type="bibr" rid="B45">2020</xref>), focusing on user evaluations (perceptions) regarding service performance (SERVice PERFormance).</p>
<p>SERVPERF uses 22 sentences or statements related to perceptions of service performance; however, adaptations to the measurement instrument were made for research purposes, considering the study context (Fuentes, <xref ref-type="bibr" rid="B19">2021</xref>). Thus, an instrument consisting of 20 items was assumed to measure the five dimensions of the adopted model (Rafati et al., <xref ref-type="bibr" rid="B44">2021</xref>): tangibles, reliability, responsiveness, assurance, and empathy.</p>
<p>Universities define coherent actions that can lead to student satisfaction or dissatisfaction. Students engage with their academic career and are motivated by their positive university experience, valuing curriculum content, academic guidance, and relationships with faculty and peers (Llanes et al., <xref ref-type="bibr" rid="B29">2021</xref>). Based on these experiences, they become loyal to the institution through the effective performance of actors involved in teaching, research, and community engagement or service (Palacio et al., <xref ref-type="bibr" rid="B42">2002</xref>). Loyal students demonstrate willingness to recommend the institution, speak positively about their academic program and the university (Susan et al., <xref ref-type="bibr" rid="B49">2023</xref>; Masa&#x00027;deh et al., <xref ref-type="bibr" rid="B31">2022</xref>; Carter et al., <xref ref-type="bibr" rid="B9">2023</xref>). Thus, student satisfaction predicts loyalty, which increases with the harmonious and efficient performance of services. Based on this, the hypothesis is proposed: H1: Service quality generates satisfaction, and this contributes to building loyalty among university students.</p>
<p>The students are part of society, they adhere to a culture (norms, beliefs, rules, habits, customs), and based on this culture, they establish their needs and requirements. From a sociological perspective, loyalty focuses on behavior resulting from cognitive aspects, trust, and attitude toward institutions. It manifests as a strong commitment by consumers to remain loyal to specific services or products (Cristancho and Cancino, <xref ref-type="bibr" rid="B13">2023</xref>), seeking to understand differences in cognitive behavior influenced by cultural and social factors that lead to organizational loyalty. Specifically, drawing from social exchange theory and social resource theory (Wallstrom et al., <xref ref-type="bibr" rid="B55">2023</xref>), importance is placed on emotional bonds and social interactions that foster user loyalty.</p>
<p>From a sociological perspective, loyalty is explained through social exchange theory and social learning theory, both of which help understand how loyalty is formed and expressed (Zhang et al., <xref ref-type="bibr" rid="B58">2022</xref>). It is the result of emotional and social factors rather than material rewards, supporting relationships between the user and the institution from a social and cultural standpoint. This manifests not only in repetitive purchasing behavior (consistent and loyal) as part of social behavior, but also through the influence of emotional, psychological, and social factors. These factors encompass experiences, values, beliefs, and the user&#x00027;s identity, demonstrating support for the institution and its image.</p>
<p>According to Coelho and Henseler (<xref ref-type="bibr" rid="B11">2012</xref>) and Yadav and Pathak (<xref ref-type="bibr" rid="B56">2017</xref>), meeting user value expectations generates satisfaction, which derives from receiving efficient, reliable, and secure services that enhance the sense of belonging. Consequently, a positive institutional image is built. Student satisfaction with quality services will increase loyalty (Masa&#x00027;deh et al., <xref ref-type="bibr" rid="B31">2022</xref>; Susan et al., <xref ref-type="bibr" rid="B49">2023</xref>; Leonnard et al., <xref ref-type="bibr" rid="B28">2014</xref>), leading them to advocate for their experiences and recommend the institution, thereby enhancing its reputation and corporate image. Institutions are responsible for building satisfaction levels through their performance to contribute to the construction of a positive image. Based on these considerations, the hypothesis is proposed: H2: Service quality generates satisfaction, and this contributes to the construction of institutional image.</p>
<p>The contribution of student loyalty to the creation of institutional image highlights that satisfaction has a positive impact on loyalty. In the educational context, specifically in universities, student satisfaction and loyalty are essential aspects that guide strategies (Austin and Pervaiz, <xref ref-type="bibr" rid="B4">2017</xref>). All components of student satisfaction predict loyalty and are associated with the institutional image: faculty, user rates, facilities, administrators, and extracurricular activities. A satisfied student will be loyal to the institution, promoting behaviors and actions that strengthen the corporate image. The university&#x00027;s image inspires student satisfaction with the institution (Palacio et al., <xref ref-type="bibr" rid="B42">2002</xref>). Efforts should be made to build satisfaction levels that lead to student loyalty to the institution, and from this perspective, projecting a positive image in society leads to the formulation of the hypothesis: H3: Student loyalty contributes to the creation of institutional image.</p>
<p>User loyalty toward an institution, trust, and emotional commitment are established through positive interactions with the organization&#x00027;s personnel, as well as the perception of personalized and quality treatment. Students engage with the institution when they experience strong and satisfying relationships with the staff.</p></sec></sec>
<sec id="s2">
<title>Method</title>
<p>The research was quantitative, non-experimental, cross-sectional, hypothetico-deductive, and had an explanatory scope to understand image, loyalty, and satisfaction based on the quality of service provided by the university to its students.</p>
<p>The study was conducted at a private university that carries out its academic activities in the departments of Lima and Ica, Peru. The data collection took place during the semesters 2022-I, 2022-II, and 2023-I. The participating students met the following requirements: (a) enrollment during the evaluated periods; (b) pursuing professional degrees in administration and accounting sciences; and (c) voluntary participation (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Study sample.</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:#919498;color:#ffffff">
<th valign="top" align="left"><bold>University/Campus</bold></th>
<th valign="top" align="left"><bold>Faculty</bold></th>
<th valign="top" align="left"><bold>Study programs</bold></th>
<th valign="top" align="left"><bold>Units of analysis- Students</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Campus 1</td>
<td valign="top" align="left">Business Studies</td>
<td valign="top" align="left">Accounting and administration</td>
<td valign="top" align="left">427</td>
</tr>
 <tr>
<td valign="top" align="left">Campus 2</td>
<td/>
<td/>
<td valign="top" align="left">158</td>
</tr>
 <tr>
<td valign="top" align="left">Campus 3</td>
<td/>
<td/>
<td valign="top" align="left">170</td>
</tr> <tr>
<td valign="top" align="left">TOTAL</td>
<td/>
<td/>
<td valign="top" align="left"><bold>655</bold></td>
</tr></tbody>
</table>
</table-wrap>


<p>To test the hypotheses and validate the model, multivariable analysis techniques were employed. The study began with service quality as the independent variable, loyalty and image as the dependent variables, and satisfaction as the mediating variable. An ordinal scale was used to measure the four variables according to the designed model, which is shown in <xref ref-type="fig" rid="F1">Figure 1</xref>, <xref ref-type="table" rid="T3">Table 3</xref>.</p>
<list list-type="bullet">
<list-item><p>Service Quality: Service quality is defined as the conformity with the requirements of a product or service (Makanyeza and Mumiriki, <xref ref-type="bibr" rid="B30">2016</xref>; Duque Oliva, <xref ref-type="bibr" rid="B15">2005</xref>), upon which there are expectations and perceptions about performance. Based on what is received, general judgments about its excellence and superiority are made (Erdogan and Ayyildiz, <xref ref-type="bibr" rid="B17">2022</xref>; Zeithaml et al., <xref ref-type="bibr" rid="B57">1985</xref>) to assume a position at a specific moment (Duque et al., <xref ref-type="bibr" rid="B16">2012</xref>). The user values the fundamental characteristics of the services (Morais et al., <xref ref-type="bibr" rid="B35">2013</xref>) based on their value expectations.</p></list-item>
<list-item><p>Satisfaction: Satisfaction refers to the comparison between expectation and experience. It is a subjective reflection of the condition (Such&#x000E1;nek et al., <xref ref-type="bibr" rid="B48">2017</xref>; Ottong et al., <xref ref-type="bibr" rid="B41">2016</xref>; Kotler and Armstrong, <xref ref-type="bibr" rid="B27">2012</xref>).</p></list-item>
<list-item><p>Loyalty: Loyalty represents an indicator of the commitment between users and the service-providing institution (Coelho and Henseler, <xref ref-type="bibr" rid="B11">2012</xref>; Aksoy et al., <xref ref-type="bibr" rid="B3">2015</xref>). It evaluates the actions of the organization&#x00027;s members, facilities, behavior, and disposition (Yadav and Pathak, <xref ref-type="bibr" rid="B56">2017</xref>). These relationships are influenced by emotional, psychological, and social factors, from which experiences, values, beliefs, and the user&#x00027;s identity are combined. This leads the user to demonstrate support for the institution and its image, generating a commitment to repeat the purchase (Saltos et al., <xref ref-type="bibr" rid="B47">2017</xref>).</p></list-item>
<list-item><p>Image: Image refers to a multidimensional concept based on a variety of dimensions, attributes, or tangible and intangible factors of the organization (Gu&#x000E9;dez Fern&#x000E1;ndez and Mej&#x000ED;as Acosta, <xref ref-type="bibr" rid="B22">2010</xref>). It encompasses everything people perceive and think about a personal or institutional brand Bernabel, <xref ref-type="bibr" rid="B6">2016</xref>, representing the idea or perception that allows for rational and emotional evaluation of the institution&#x00027;s attributes based on personal, social, and historical interests and experiences (Fern&#x000E1;ndez et al., <xref ref-type="bibr" rid="B18">2015</xref>).</p></list-item>
</list>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Theoretical relationship of variables and hypotheses. H1, H2, and H3 are the hypotheses proposed in the research.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="feduc-09-1365219-g0001.tif"/>
</fig>

<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Goodness-of-fit measures.</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:#919498;color:#ffffff">
<th valign="top" align="left"><bold>Index</bold></th>
<th valign="top" align="left"><bold>Values obtained</bold></th>
<th valign="top" align="left"><bold>Criteria</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">X<sup>2</sup></td>
<td valign="top" align="left">807.626</td>
<td/>
</tr> <tr>
<td valign="top" align="left">gl</td>
<td valign="top" align="left">153</td>
<td/>
</tr> <tr>
<td valign="top" align="left">p</td>
<td valign="top" align="left">0.000</td>
<td/>
</tr> <tr>
<td valign="top" align="left">CFI</td>
<td valign="top" align="left">0.955</td>
<td valign="top" align="left">0.90</td>
</tr> <tr>
<td valign="top" align="left">TLI</td>
<td valign="top" align="left">0.945</td>
<td valign="top" align="left">&#x0003E;0.90</td>
</tr> <tr>
<td valign="top" align="left">NFI</td>
<td valign="top" align="left">0.946</td>
<td valign="top" align="left">0.90</td>
</tr> <tr>
<td valign="top" align="left">RMSA</td>
<td valign="top" align="left">0.081</td>
<td valign="top" align="left">&#x0003C;0.08</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p>X<sup>2</sup>, Chi-square; df, degrees of freedom; CFI, Comparative Fit Index; TLI, Tucker-Lewis Index; NFI, Normed Fit Index; RMSEA, Root Mean Square Error of Approximation.</p>
</table-wrap-foot>
</table-wrap>


<sec>
<title>Questionnaire</title>
<p>To measure service quality, a questionnaire instrument was designed with five response alternatives using a Likert scale (from 1 to 5) to assess the relationships among its various components. The basis for constructing the instrument was the Servperf service quality measurement model from 1985, updated by Fuentes (<xref ref-type="bibr" rid="B19">2021</xref>) in Guayaquil. Fuentes adapted this model specifically for Higher Education Institutions (private university), comprising 5 dimensions: Tangibles (3 items), Reliability (4 items), Responsiveness (6 items), Assurance (3 items), and Empathy (4 items), totaling 20 items that addressed the elements studied in the research.</p>
<p>The questionnaire used to determine student satisfaction with the services provided by a university considered 5 dimensions: reliability (2 items), responsiveness (3 items), assurance (3 items), empathy (3 items), and tangibles (3 items). For the institutional image variable, the following were considered: (a) Functional image (7 items), (b) Affective image (9 items), and (c) Reputation image (6 items). Regarding the loyalty questionnaire, it included behavioral elements (6 items), attitudinal elements (5 items), and an integrative approach (6 items).</p></sec>
<sec>
<title>Sampling and data collection method</title>
<p>The population consisted of 3,074 enrolled students at the private university in Lima. A probabilistic sample was calculated at a 95% confidence level with a 5% margin of error, meeting the criteria for conducting a multivariable analysis. The sample comprised 655 students. The analysis conducted required at least 300 cases to be reliable (Comrey, <xref ref-type="bibr" rid="B12">1985</xref>), and also exceeded the result of multiplying 40 by the number of variables included in the model (Tabachnick and Fidell, <xref ref-type="bibr" rid="B50">1989</xref>).</p></sec>
<sec>
<title>Reliability and validity analysis</title>
<sec>
<title>Reliability</title>
<p>The Cronbach&#x00027;s Alpha test was applied to determine the internal consistency of the items (Hern&#x000E1;ndez and Mendoza, <xref ref-type="bibr" rid="B24">2018</xref>): Service quality = 0.974, satisfaction = 0.973, image = 0.977, and loyalty = 0.945. These values fall within the required range for acceptance and application to the study sample (Hern&#x000E1;ndez and Mendoza, <xref ref-type="bibr" rid="B24">2018</xref>).</p></sec>
<sec>
<title>Validity</title>
<p>The instrument underwent evaluation by experts to validate its content and propose improvements for refinement. The final version obtained was psychometrically validated through Confirmatory Factor Analysis (CFA). The model fit coefficients of the final model were as follows: RMSEA, which assesses the residual matrix and should ideally fall between 0.05 and 0.08 (Byrne, <xref ref-type="bibr" rid="B8">2009</xref>). Comparative fit indices CFI and TLI (Tucker-Lewis Index) were acceptable, both exceeding 0.90 (Hair et al., <xref ref-type="bibr" rid="B23">2014</xref>). These results were considered as evidence of validity (Hu and Bentler, <xref ref-type="bibr" rid="B25">1999</xref>), indicating sufficient model validation based on acceptable fit across these indices (see <xref ref-type="table" rid="T1">Table 1</xref> and <xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>FCA of service quality. F1, F2, F3, F4, and F5 factors - Service quality questionnaire.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="feduc-09-1365219-g0002.tif"/>
</fig>


<p>Having verified the CFA of the questionnaire, an electronic form was developed using the Google Forms application. Subsequently, it was shared with the subjects who formed part of the study sample.</p></sec></sec></sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>The theoretical model was validated using Structural Equation Modeling (SEM) according to the proposed hypotheses. Perceived service quality by university students explained 99% of students&#x00027; satisfaction with the services provided by the university, through reliability, responsiveness, security, empathy, and tangibility. Satisfaction, in turn, influenced institutional image by 91%, and loyalty by 47%. Finally, the image perceived by students explained 39% of loyalty toward the university they attend.</p>
<p>The proposed model shows adequate goodness-of-fit indices for predicting the service quality variable with X2 = 77.620, degrees of freedom = 2, &#x003C1; = 0.000, GFI = 0.947, CFI = 0.985, TLI = 0.954, and CFI = 0.985, which exceed the recommended threshold of 0.90. However, the RMSEA = 0.240 does not fall within the recommended range (0.05 to 0.08), indicating that the fit may not always be achieved.</p>
<p>Based on the statistical findings, the central hypothesis of the research can be validated: Service quality generates satisfaction and contributes to building loyalty and image in a university (<xref ref-type="table" rid="T4">Table 4</xref>).</p>
<table-wrap position="float" id="T4">
<label>Table 4</label>
<caption><p>Standardized coefficients and significance levels.</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:#919498;color:#ffffff">
<th/>
<th valign="top" align="left"><bold>Estimates</bold></th>
<th valign="top" align="left"><bold>Sig</bold>.</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">S CS</td>
<td valign="top" align="left">0.994</td>
<td valign="top" align="left">0.000</td>
</tr> <tr>
<td valign="top" align="left">I S</td>
<td valign="top" align="left">0.909</td>
<td valign="top" align="left">0.000</td>
</tr> <tr>
<td valign="top" align="left">L S</td>
<td valign="top" align="left">0.474</td>
<td valign="top" align="left">0.000</td>
</tr> <tr>
<td valign="top" align="left">L I</td>
<td valign="top" align="left">0.388</td>
<td valign="top" align="left">0.000</td>
</tr></tbody>
</table>
</table-wrap>


<p>Taking into account the theoretical foundations, it was statistically demonstrated that service quality influenced 99% of university students&#x00027; satisfaction (<italic>p</italic> = 0.000 &#x0003C; 0.001), and in turn explains 83% of loyalty (<italic>p</italic> = 0.000 &#x0003C; 0.001), improving the variability of the overall model regarding loyalty. There is a 26% difference in explaining loyalty improvement among university students. Considering the goodness of fit results, the research hypothesis is validated: Service quality generates satisfaction and this contributes to building loyalty in students at higher education institutions (X2 = 65.540, degrees of freedom = 1, &#x003C1; = 0.000, GFI = 0.940, CFI = 0.983, TLI = 0.948, and CFI = 0.983, and RMSEA = 0.314).</p>
<p>Relationships are explained by 91% (<italic>p</italic> = 0.000 &#x0003C; 0.001), maintaining the percentage of influence as per the use of structural equation modeling. The goodness of fit indices proved adequate to validate the hypothesis: Service quality generates satisfaction, and this contributes to the construction of institutional image (X2 = 30.130, degrees of freedom = 1, &#x003C1; = 0.000, GFI = 0.971, CFI = 0.993, TLI = 0.972, and CFI = 0.993, and RMSEA = 0.211).</p>
<p>Finally, there is a direct relationship between institutional image and loyalty, which was assessed using ordinal logistic regression due to not meeting the assumptions for linear regression. These assumptions were previously verified using SPSS 26. The model fit is adequate with <italic>p</italic> = 0.000 &#x0003C; 0.05, and the goodness of fit was not significant (<italic>p</italic> = 1.93 &#x0003E; 0.05). The calculated Nagelkerke coefficient was 0.529, indicating that 52.9% of the variability in the institutional image perceived by university students explains the presence of loyalty. Regarding the hypothesis: Institutional image contributes to the creation of institutional loyalty, both levels of the variables were found to be significant. Institutional image was considered in three levels: low, medium, and high; while loyalty was categorized as good, regular, and high. This demonstrates that institutional image influences the loyalty of university students.</p></sec>
<sec id="s4">
<title>Discussion and conclusions</title>
<p>For the research, measurement models of service quality employed in different contexts were identified. It was necessary to extract representative elements to define the central variables in the research, from which hypotheses with relationships to be tested were formulated. The formulated hypotheses were accepted, validating relationships between service quality, satisfaction, image, and loyalty.</p>
<p>It was possible to relate concepts of interest in educational contexts. As the central variable, service quality was assumed to be crucial in generating satisfaction and in building and projecting other related variables such as student loyalty and institutional image. Analyses were conducted based on these variables to establish connections and stimulate discussions. The relationship between service quality and student satisfaction is notable, demonstrating the influence of the latter, which has a stronger impact on institutional image than on loyalty. This highlights the importance of formulating strategies and performance models in educational services to evaluate the configuration and relevant actions regarding service quality (Mwiya et al., <xref ref-type="bibr" rid="B36">2019</xref>), thereby continuing to build both image and loyalty. It is essential to intensify the implementation of strategies and other innovative approaches for effective organizational management in higher education institutions (Galeeva, <xref ref-type="bibr" rid="B20">2016</xref>).</p>
<p>Regarding institutional image, it is influenced by the satisfaction of students with the institution, affirming that at the University, students are loyal due to their willingness to recommend the university positively. Service quality generates satisfaction and has positive effects with a significant link to loyalty (Agarwal and Dhingra, <xref ref-type="bibr" rid="B1">2023</xref>). Students access educational services and feel satisfied when they are respected (Rodr&#x000ED;guez Gudi&#x000F1;o et al., <xref ref-type="bibr" rid="B46">2022</xref>).</p>
<p>Service quality generates satisfaction, and this contributes to the construction of institutional image. University image inspires satisfaction (Palacio et al., <xref ref-type="bibr" rid="B42">2002</xref>), with reciprocal relationships existing between satisfaction and image. In this sense, relationships between the defined variables are strengthened, confirming also that student loyalty contributes to the creation of institutional image, thereby confirming the third hypothesis of the research.</p>
<p>From a sociological perspective, the variables studied in the research highlight individual and social behaviors influenced by social and cultural norms that shape the perceptions of users of products or services offered by institutions. In this context, the central unit of analysis was a university in Lima, Peru. Students were considered key informants, providing insights into their perceptions of the quality of services offered. The proposed hypotheses were validated, underscoring the importance of providing quality in the services offered by the institution.</p>
<p>The existence of quality in education entails satisfaction with tangible aspects such as infrastructure; reliability, concerning the trust demonstrated by staff and systems; efficient and timely responsiveness; security in providing information and specific services; and empathy from individuals within the institution. Together, these aspects lead to overall satisfaction and result in recommendations of both the services and the institution. Achieving these through quality processes aligned with the minimum requirements set by the National Superintendence of Higher University Education, Concytec, and Indecopi, helps solidify student loyalty and build a positive image within society.</p>
<p>In the university setting, certifying essential processes instills confidence in students to pursue their studies in an institution that demonstrates clear processes endorsed by accrediting bodies and audit firms. Additionally, continuous improvement in performance from period to period is focused on the education and employability of future professionals.</p>
<sec>
<title>Limitations and future research directions</title>
<p>This research has certain limitations that warrant attention. Primarily, the data were gathered from a private university with three campuses located in Lima, Peru. Consequently, it is important to interpret the findings cautiously within this specific context. Future studies should endeavor to broaden the scope of analysis by incorporating data from both private and public universities to explore potential variations. Furthermore, it is recommended that future researchers expand the breadth of their investigation and collect a more extensive dataset encompassing multiple universities. This approach would bolster the generalizability of findings across diverse educational settings. Additionally, the research is still in its nascent stages. Despite being underpinned by existing sectoral studies and a robust methodological framework, there is a need for further exploration to deepen the model. This involves exploring additional facets that could lead to more refined and comprehensive outcomes within the studied field and sector. Lastly, it is imperative to consider variables that are pertinent to the specific context of the country under study and the realities of its universities. This adjustment will refine the proposed model in the research and enhance its relevance and applicability within the local context.</p></sec></sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="ethics-statement" id="s6">
<title>Ethics statement</title>
<p>Ethical review and approval was not required for the study on human participants in accordance with the local legislation and institutional requirements. Written informed consent from the participants was not required to participate in this study in accordance with the national legislation and the institutional requirements.</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>RM: Investigation, Methodology, Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing. IC: Conceptualization, Formal analysis, Methodology, Supervision, Visualization, Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing. MG: Data curation, Investigation, Validation, Writing &#x02013; review &#x00026; editing. DP: Conceptualization, Formal analysis, Investigation, Methodology, Visualization, Writing &#x02013; original draft. GS: Conceptualization, Funding acquisition, Investigation, Project administration, Writing &#x02013; original draft. FN: Data curation, Resources, Visualization, Writing &#x02013; review &#x00026; editing. FM: Formal analysis, Investigation, Writing &#x02013; review &#x00026; editing. OB: Investigation, Methodology, Resources, Validation, Visualization, Writing &#x02013; review &#x00026; editing.</p>
</sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study was supported by the Universidad C&#x000E9;sar Vallejo.</p>
</sec>
<ack><p>We appreciate the financial support provided by the Universidad C&#x000E9;sar Vallejo and the institutions that collaborated with the development of this research, as well as their students and staff who made it possible.</p>
</ack>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x00027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>

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