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<front>
<journal-meta>
<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.2023.1099415</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>Influence of intrinsic and extrinsic motivation on higher education performance: mediating effect of quality culture</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Iqbal</surname><given-names>Shahzaf</given-names></name><xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2090282/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Razalli</surname><given-names>Mohd Rizal</given-names></name><xref rid="c002" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1829350/overview"/>
</contrib>
<contrib contrib-type="author"><name><surname>Taib</surname><given-names>Che Azlan Bin</given-names></name>
<uri xlink:href="https://loop.frontiersin.org/people/2284368/overview"/>
</contrib>
</contrib-group>
<aff><institution>School of Technology Management and Logistics, Universiti Utara Malaysia</institution>, <addr-line>Sintok, Kedah</addr-line>, <country>Malaysia</country></aff>
<author-notes>
<fn id="fn0001" fn-type="edited-by"><p>Edited by: Alberto Amaral, Higher Education Evaluation and Accreditation Agency (A3ES), Portugal</p></fn>
<fn id="fn0002" fn-type="edited-by"><p>Reviewed by: Paitoon Pimdee, King Mongkut's Institute of Technology Ladkrabang, Thailand; John Mark R. Asio, Gordon College, Philippines; Maria Jo&#x00E3;o Rosa, University of Aveiro, Portugal</p></fn>
<corresp id="c001">&#x002A;Correspondence: Shahzaf Iqbal, <email>shahzafiqbal@yahoo.com</email></corresp>
<corresp id="c002">Mohd Rizal Razalli, <email>rizal@uum.edu.my</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>05</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>8</volume>
<elocation-id>1099415</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>05</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Iqbal, Razalli and Taib.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Iqbal, Taib and Razalli</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>This study intends to investigate the effects of intrinsic and extrinsic motivation of faculty on higher education performance through quality culture in public and private universities of Pakistan. The study uses a nationwide survey approach, while data are collected from administrative managers through online and in-person questionnaires using stratified random sampling techniques. Of the 150 questionnaires distributed, 111 were received, however, 105 are considered valid while the data are analyzed by PLS-SEM. The results revealed the significant effect of intrinsic motivation and quality culture on higher education performance, and of intrinsic and extrinsic motivation on quality culture; however, the effect of extrinsic motivation on higher education performance is not empirically supported. Besides, quality culture is found to be a statistically significant mediator in the relationship between intrinsic motivation and higher education performance, and extrinsic motivation and higher education performance. The relatively smaller sample size and reliance on administrative managers as the sole respondents are the possible weaknesses of this study. This study has expanded the theoretical and empirical understanding by introducing intrinsic motivation and extrinsic motivation as predictor variables in relation to higher education performance and implicating quality culture as a mediator. This study has important implications for policymakers, administrators, and quality managers to focus on employees&#x2019; motivation to create a quality culture, which in turn will improve the performance of their respective organizations.</p>
</abstract>
<kwd-group>
<kwd>intrinsic motivation</kwd>
<kwd>extrinsic motivation</kwd>
<kwd>quality culture</kwd>
<kwd>higher education performance</kwd>
<kwd>higher education</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="11"/>
<equation-count count="0"/>
<ref-count count="133"/>
<page-count count="16"/>
<word-count count="12251"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Higher Education</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<label>1.</label>
<title>Introduction</title>
<p>Performance, despite being a widely recognized management concept, its definition still varies from one field to another, and yet there is no unified definition (<xref ref-type="bibr" rid="ref33">Cotelnic, 2022</xref>). Likewise, the concept of organizational performance also suffers from fragmentation in different fields, including higher education (HE). Mostly, researchers have attempted to measure the performance of HE from a specific angle or dimension, such as financial performance (<xref ref-type="bibr" rid="ref45">Feranecov&#x00E1; and Krigovsk&#x00E1;, 2016</xref>), innovation performance (<xref ref-type="bibr" rid="ref15">Asiedu et al., 2020</xref>), research performance (<xref ref-type="bibr" rid="ref14">Alshaikhmubarak et al., 2020</xref>), operations performance (<xref ref-type="bibr" rid="ref91">Martin and Thawabieh, 2018</xref>), service performance (<xref ref-type="bibr" rid="ref114">Rodr&#x00ED;guez-Gonz&#x00E1;lez and Segarra, 2016</xref>; <xref ref-type="bibr" rid="ref80">Kinanti et al., 2020</xref>), internationalization (<xref ref-type="bibr" rid="ref48">Gao, 2018</xref>), and governance (<xref ref-type="bibr" rid="ref86">Lokuwaduge and Armstrong, 2015</xref>). While others have taken a holistic approach to measuring university performance (<xref ref-type="bibr" rid="ref4">Abubakar et al., 2018</xref>; <xref ref-type="bibr" rid="ref63">Hernandez-Diaz et al., 2020</xref>). In a recent study, researchers conducted a systematic literature review and found teaching, research, and service to be the most prevalent dimensions in the context of HE globally (<xref ref-type="bibr" rid="ref72">Iqbal et al., 2022b</xref>). These three dimensions are also supported by several other researchers who refer to them as the three key roles/missions every university must perform (<xref ref-type="bibr" rid="ref90">Martin, 2012</xref>; <xref ref-type="bibr" rid="ref115">S&#x00E1;nchez-Barrioluengo, 2014</xref>; <xref ref-type="bibr" rid="ref6">Agasisti and Bertoletti, 2019</xref>; <xref ref-type="bibr" rid="ref32">Compagnucci and Spigarelli, 2020</xref>). However, the concept of service performance is not limited to the traditional service role of faculty members (also known as the third mission), as the services involve multiple stakeholders and perspectives in a HE context. Therefore, the present study has attempted to investigate higher education performance (HEP) in terms of teaching, research, and services (from the perspective of internal and external customers, as well as the traditional service role of faculty members). Furthermore, the study aimed to employ positive coping strategies in the prevailing competitive environment which in turn improves organizational performance and one such strategy is the emphasis on employee motivation.</p>
<p>The term motivation is derived from the word &#x201C;motive&#x201D; and has different meanings such as a person&#x2019;s aspirations, needs, wants, and drives (<xref ref-type="bibr" rid="ref19">Badura et al., 2020</xref>). Motivation is one of the factors that allows employees to perform well at work (<xref ref-type="bibr" rid="ref1">Abbas and Kumari, 2023</xref>), motivates, guides, and supports them in their efforts to achieve their goals (<xref ref-type="bibr" rid="ref40">Dewi and Wibowo, 2020</xref>). Researchers have also found that employee motivation is strongly and positively associated with organizational performance (<xref ref-type="bibr" rid="ref104">Ochola, 2018</xref>; <xref ref-type="bibr" rid="ref50">Geelmaale, 2019</xref>). Similarly, researchers have found a significant relationship between intrinsic motivation (IMOT), extrinsic motivation (EMOT), and employee performance (<xref ref-type="bibr" rid="ref89">Makki and Abid, 2017</xref>; <xref ref-type="bibr" rid="ref44">Engidaw, 2021</xref>). The motivation of employees, especially teachers, is equally important in the context of HE in developing countries like Pakistan. Particularly, faculty motivation is an overall process that leads faculty members to initiate, support, and regulate goal-oriented behavior (<xref ref-type="bibr" rid="ref37">Daumiller et al., 2020</xref>). However, despite the significant nature of motivation, the previous literature on the association of IMOT and EMOT with employee performance has been fragmented. For some, EMOT is significantly associated with faculty performance, while IMOT is not (<xref ref-type="bibr" rid="ref107">Olushola and Adewumi, 2021</xref>). Conversely, others revealed that IMOT is significantly related to employee engagement, while EMOT is not (<xref ref-type="bibr" rid="ref134">Zeng et al., 2022</xref>).</p>
<p>Likewise, the creation of a quality culture (QC) could be another strategy to face the prevailing challenges in the university context. Researchers have also argued that universities need to invest in organizational change processes to cope with declining government funding and gain a foothold in an increasingly competitive marketplace (<xref ref-type="bibr" rid="ref23">Bendermacher et al., 2017</xref>). Even the various quality assurance (QA) strategies can fail in the absence of a QC. As some researchers have found insignificant or negative effect of accreditation on teaching/learning and quality of HEIs (<xref ref-type="bibr" rid="ref36">Dattey et al., 2017</xref>; <xref ref-type="bibr" rid="ref75">Jalal et al., 2017</xref>, <xref ref-type="bibr" rid="ref76">2020</xref>). QC is an organization-wide value system that creates a favorable environment for the development and constant improvement of quality (<xref ref-type="bibr" rid="ref62">Herminingsih and Sadikin, 2021</xref>). The significance of QC is also apparent from past studies that have found a positive association regarding QC and organizational performance (<xref ref-type="bibr" rid="ref131">Yusof and Ali, 2000</xref>; <xref ref-type="bibr" rid="ref10">Ali and Musah, 2012</xref>; <xref ref-type="bibr" rid="ref82">Katwalo and Asienga, 2015</xref>; <xref ref-type="bibr" rid="ref129">Wu, 2015</xref>; <xref ref-type="bibr" rid="ref126">Ullah et al., 2016</xref>; <xref ref-type="bibr" rid="ref64">Hilman et al., 2017</xref>). However, only a handful of studies have examined QC as a mediator in the construction and health sectors (<xref ref-type="bibr" rid="ref12">Alotaibi and Islam, 2013</xref>; <xref ref-type="bibr" rid="ref13">Alotaibi et al., 2016</xref>; <xref ref-type="bibr" rid="ref3">Abubakar and Hilman, 2017</xref>). Therefore, the previous literature suffers from theoretical and empirical gaps. Given the background of the study, the gaps identified in the preliminary literature and the lack of empirical evidence regarding IMOT, EMOT, QC, and HEP; three research questions (RQ) have been proposed, and are as follows:</p>
<disp-quote>
<p><italic>RQ1</italic>: What is the effect of intrinsic and extrinsic motivation on higher education performance in universities?</p>
</disp-quote>
<disp-quote>
<p><italic>RQ2</italic>: What is the effect of intrinsic and extrinsic motivation on quality culture in universities?</p>
</disp-quote>
<disp-quote>
<p><italic>RQ3</italic>: Does quality culture mediate the association between intrinsic, extrinsic motivation and higher education performance in universities?</p>
</disp-quote>
<p>To answer these research questions, this study has adopted a survey approach with the institution (public and private universities in Pakistan) as the unit of analysis. The research article proceeds in the following order. The next section reviews the literature, followed by the methodology and results in the third and fourth sections. In the fifth section, the findings of the study are discussed. While the sixth section is composed of conclusions and implications. The seventh section presents the limitations of the study and recommendations for future research.</p>
</sec>
<sec id="sec2">
<label>2.</label>
<title>Literature review</title>
<sec id="sec3">
<label>2.1.</label>
<title>Higher education performance</title>
<p>The past two decades have seen an implausible increase in the number of universities in Pakistan. Although this seems to be a positive sign of a thriving education sector in developing countries like Pakistan. However, there has been no substantial improvement in the performance of Pakistani universities, which is why it is often criticized by various segments of society. Instead, this dramatic increase has created immense competition among universities for survival and profitability, resulting in a compromise in the quality of education. Such a competitive environment induces university authorities to use deceptive marketing tactics to attract more students than others. Several researchers have highlighted the use of deceptive marketing strategies to attract potential students, including image manipulation and misleading claims such as exaggerating graduate employment rates and university rankings (<xref ref-type="bibr" rid="ref24">Bradley, 2013</xref>, <xref ref-type="bibr" rid="ref25">2018</xref>; <xref ref-type="bibr" rid="ref110">Ramsey and Wesley, 2015</xref>; <xref ref-type="bibr" rid="ref29">Chiang et al., 2020</xref>). Therefore, researchers have opined that while aiming for university profitability and survival, academic quality should never be undermined (<xref ref-type="bibr" rid="ref73">Iqbal et al., 2023</xref>). This is also supported by researchers that such performance of Pakistani universities is due to low academic quality (<xref ref-type="bibr" rid="ref71">Iqbal et al., 2022a</xref>), particularly in three domains, teaching, research, and services (<xref ref-type="bibr" rid="ref65">Hoodbhoy, 2009</xref>; <xref ref-type="bibr" rid="ref20">Banuri, 2021</xref>; <xref ref-type="bibr" rid="ref96">Murtaza and Hui, 2021</xref>). These three domains are also known as three academic roles/goals that universities must fulfill, including (1) teaching; (2) research; and (3) service or third-mission (<xref ref-type="bibr" rid="ref43">Edgar and Geare, 2013</xref>; <xref ref-type="bibr" rid="ref6">Agasisti and Bertoletti, 2019</xref>).</p>
<p>International Organization for Standardization, famously known as &#x201C;ISO,&#x201D; has defined teaching as &#x201C;working with learners to assist and support them with learning&#x201D; (<xref ref-type="bibr" rid="ref74">ISO 21001, 2018</xref>). As for teaching performance (TP), it is comprised of outputs related to teaching and learning goals for HE systems (<xref ref-type="bibr" rid="ref6">Agasisti and Bertoletti, 2019</xref>). TP is one of the problem areas in the Pakistani HE context, and researchers have identified several reasons including: the absence of the latest knowledge; poor teaching methods (<xref ref-type="bibr" rid="ref20">Banuri, 2021</xref>; <xref ref-type="bibr" rid="ref96">Murtaza and Hui, 2021</xref>); poor learning skills; poor evaluation systems (<xref ref-type="bibr" rid="ref65">Hoodbhoy, 2009</xref>; <xref ref-type="bibr" rid="ref20">Banuri, 2021</xref>; <xref ref-type="bibr" rid="ref96">Murtaza and Hui, 2021</xref>); superficial hiring process of teachers with political interference (<xref ref-type="bibr" rid="ref20">Banuri, 2021</xref>; <xref ref-type="bibr" rid="ref96">Murtaza and Hui, 2021</xref>); student disciplinary problems, academic scams by teachers, and shorter working days (<xref ref-type="bibr" rid="ref65">Hoodbhoy, 2009</xref>); and lack of faculty members with PhDs (<xref ref-type="bibr" rid="ref65">Hoodbhoy, 2009</xref>; <xref ref-type="bibr" rid="ref96">Murtaza and Hui, 2021</xref>).</p>
<p>Research performance (RP) implies the &#x201C;research output of academic staff and HE researchers&#x201D; (<xref ref-type="bibr" rid="ref6">Agasisti and Bertoletti, 2019</xref>). RP is the knowledge acquired through research and transfers it to others (<xref ref-type="bibr" rid="ref22">Bazeley, 2010</xref>). Many researchers have attempted to measure RP, but have mostly used secondary sources such as bibliometric approaches, systematic reviews of the literature, university ranking data, and articles extracted from various databases (<xref ref-type="bibr" rid="ref2">Abramo et al., 2013</xref>; <xref ref-type="bibr" rid="ref9">Aldieri et al., 2020</xref>; <xref ref-type="bibr" rid="ref77">Javed et al., 2020</xref>). RP is weak in Pakistani universities due to many reasons including: corrupt culture; scam/fraud journals; poor criteria for evaluating research work systems (<xref ref-type="bibr" rid="ref65">Hoodbhoy, 2009</xref>; <xref ref-type="bibr" rid="ref20">Banuri, 2021</xref>); lack of proper (quality) research; imbalance between teaching and research; and poor research skills (<xref ref-type="bibr" rid="ref99">Nisar, 2019</xref>).</p>
<p>As for service performance (SP), it is also called a third-mission performance, which means &#x201C;to capture the contribution of universities to society, including the benefits outside the academic environment that arise from HE&#x201D; (<xref ref-type="bibr" rid="ref6">Agasisti and Bertoletti, 2019</xref>). SP is another weak area in the Pakistani HE context. Services are a kind of facts, processes and performances (<xref ref-type="bibr" rid="ref133">Zeithaml et al., 2018</xref>). According to ISO, educational service is a &#x201C;process that supports acquisition and development of learners&#x2019; competence through teaching, learning or research&#x201D; (<xref ref-type="bibr" rid="ref74">ISO 21001, 2018</xref>). The quality of student services in Pakistani universities is considered poor, which affects the HE system in Pakistan (<xref ref-type="bibr" rid="ref99">Nisar, 2019</xref>). The researchers argued that multi-stakeholder involvement is the obvious reason for poor service performance in HE (<xref ref-type="bibr" rid="ref69">Hwarng and Teo, 2001</xref>). The researchers have argued that, as part of the service industry, universities are expected to provide quality services to all customers (academic and non-academic) and any deviation from this will lead to poor service quality and thus low customer satisfaction (<xref ref-type="bibr" rid="ref73">Iqbal et al., 2023</xref>). Similarly, university faculty are also expected to take on service roles in addition to academic roles, such as teaching and research (<xref ref-type="bibr" rid="ref26">Brazeau, 2003</xref>; <xref ref-type="bibr" rid="ref98">Neumann and Terosky, 2007</xref>). However, it is argued that the service role of the faculty is often ignored by the university administration, despite the fact that they spend a reasonable amount of time in various service positions at their respective universities (<xref ref-type="bibr" rid="ref121">Throm, 2018</xref>). Service performance in a HE context is therefore a broader concept that involves services for internal and external customers, as well as faculty service roles. However, in the previous literature, there is no evidence that researchers have attempted to investigate services that combine all three of the above.</p>
</sec>
<sec id="sec4">
<label>2.2.</label>
<title>Intrinsic motivation and higher education performance</title>
<p>The term motivation originated from the word &#x201C;motive&#x201D; and is conceptualized in terms of a person&#x2019;s wants, needs, desires, and drives (<xref ref-type="bibr" rid="ref19">Badura et al., 2020</xref>). Motivation is an urge or mobilization force that can drive, direct, and organize human behaviors (<xref ref-type="bibr" rid="ref70">Inceoglu et al., 2012</xref>). Similarly, motivation is also described as the provision of incentives to encourage people to act in accordance with their desires (<xref ref-type="bibr" rid="ref27">Certo, 2019</xref>). Motivation can be divided into two forms of intrinsic and extrinsic motivation, depending on the characteristics or subject matter of the various factors that trigger the behavior (<xref ref-type="bibr" rid="ref38">Deci et al., 1975</xref>). IMOT is defined as the task undertaken based purely on the inherent satisfaction of an individual rather than depending on some consequence (<xref ref-type="bibr" rid="ref134">Zeng et al., 2022</xref>). Simply put, IMOT is an internal desire that drives an individual to produce more and better (<xref ref-type="bibr" rid="ref92">Mazllami, 2020</xref>). People are said to be intrinsically motivated when they act because of the attraction or satisfaction associated with a particular activity (<xref ref-type="bibr" rid="ref112">Rita et al., 2018</xref>). Some researchers have investigated the influence of IMOT and EMOT factors on organizational performance, and the results found that IMOT is more influential than EMOT in relation to organizational performance (<xref ref-type="bibr" rid="ref117">Senanayake and Gamage, 2017</xref>; <xref ref-type="bibr" rid="ref106">Olugu et al., 2018</xref>). Researchers believe that a lack of IMOT may lead to poor job performance, which in turn negatively impacts organizational performance (<xref ref-type="bibr" rid="ref84">Kusumah et al., 2021</xref>). This is consistent with some recent findings that IMOT strongly affects employee/job performance (<xref ref-type="bibr" rid="ref85">Kuvaas et al., 2017</xref>; <xref ref-type="bibr" rid="ref122">Tran et al., 2021</xref>; <xref ref-type="bibr" rid="ref79">Jnaneswar and Ranjit, 2022</xref>).</p>
<p>In the context of HE, little evidence is available regarding IMOT and organizational performance. For instance, a researcher in her qualitative research conducted at a private sector university in Dhaka, Bangladesh, found that most faculty believe IMOT is a way to stimulate enthusiasm for teaching and research, continually improve quality of teaching and maintain satisfaction (<xref ref-type="bibr" rid="ref109">Rahnuma, 2020</xref>). Conversely, some empirical studies have also been conducted to examine the association between IMOT and faculty performance, but their results are not consistent. For instance, a study conducted at Romanian public universities showed that IMOT was positively associated with the research productivity of faculty members (<xref ref-type="bibr" rid="ref66">Horodnic and Zait, 2015</xref>). However, this study has some limitations. First, the survey only involved faculty members from the Department of Economics and Business Administration of 22 Romanian public universities. Second, the study ignored faculty members at private universities. Furthermore, the study aimed to examine the relationship between IMOT, EMOT, and faculty research performance, which is just one performance aspect among others, including teaching, assessment, and service roles. Therefore, the results of the study cannot be generalized to faculty members of other disciplines, nor to private universities around the world. While another study conducted at three technical/vocational colleges in Lagos, Nigeria, did not show a significant relationship between IMOT and instructor performance (<xref ref-type="bibr" rid="ref107">Olushola and Adewumi, 2021</xref>). However, the context of this study was quite different from that of Romanian public universities. Romania is a European country, so faculty members at Romanian public universities can get good salaries, fringe benefits, and a more favorable environment. Conversely, the Nigerian counterpart vocational and technical colleges (instructors) may lack such resources and facilities due to Nigeria&#x2019;s weak economy. They may have a hard time meeting their basic needs, so their priority may be meeting their monetary needs and then following their inner drives. Given the limited studies involving IMOT and HEP, and the lack of sufficient empirical evidence in the context of HE, the following hypothesis is proposed:</p>
<disp-quote>
<p><italic>H1</italic>: Intrinsic motivation is significantly related to higher education performance.</p>
</disp-quote>
</sec>
<sec id="sec5">
<label>2.3.</label>
<title>Extrinsic motivation and higher education performance</title>
<p>Extrinsic motivation involves valuing or complimenting someone&#x2019;s behavior as a tool, so the satisfaction obtained does not come from the activity, but as an external result leading to the activity (<xref ref-type="bibr" rid="ref112">Rita et al., 2018</xref>). According to another definition, EMOT relates to performing an activity to obtain some separable result rather than engaging in an activity solely for its instrumental value (<xref ref-type="bibr" rid="ref134">Zeng et al., 2022</xref>). EMOT is primarily expressed in terms of various financial incentives such as wages, salaries, bonuses, promotions, and other fringe benefits that an organization offers its employees to improve their performance (<xref ref-type="bibr" rid="ref78">Jeni et al., 2020</xref>). In prior literature, many researchers attempted to determine the relationship between EMOT and employee and/or organizational performance, however, the results were inconsistent. For example, some studies have shown that EMOT has a positive and significant effect on employee performance (<xref ref-type="bibr" rid="ref89">Makki and Abid, 2017</xref>; <xref ref-type="bibr" rid="ref78">Jeni et al., 2020</xref>; <xref ref-type="bibr" rid="ref92">Mazllami, 2020</xref>; <xref ref-type="bibr" rid="ref101">Noorazem et al., 2021</xref>). In contrast, few studies have indicated that EMOT does not affect employee performance (<xref ref-type="bibr" rid="ref105">Olafsen et al., 2015</xref>; <xref ref-type="bibr" rid="ref85">Kuvaas et al., 2017</xref>; <xref ref-type="bibr" rid="ref102">Nurenny and Hidayat, 2020</xref>). Similarly, in a relatively new study, researchers found that EMOT had no effect on the work engagement of nurses in Japanese welfare and healthcare institutions (<xref ref-type="bibr" rid="ref134">Zeng et al., 2022</xref>).</p>
<p>In the HE context, some researchers conducted an exploratory study to examine the various IMOT and EMOT factors of teacher motivation at 5 public universities in Pakistan. The results of the study showed that extrinsic factors including (1) wages, (2) job design and work environment, (3) performance management system, and (4) training and development positively influence the motivation of teachers in public sector universities in Pakistan (<xref ref-type="bibr" rid="ref111">Rasheed et al., 2016</xref>). In addition, a couple of empirical studies were conducted in the Nigerian educational context, and their findings revealed a positive relationship between EMOT and teacher performance. For instance, a study conducted in Nigerian colleges of education has revealed that monetary and non-monetary incentives positively influence teachers&#x2019; job performance (<xref ref-type="bibr" rid="ref8">Alade and Okeke, 2021</xref>). Likewise, another study conducted in three technical/vocational colleges in Lagos, Nigeria, revealed that EMOT is positively and significantly related to instructor performance (<xref ref-type="bibr" rid="ref107">Olushola and Adewumi, 2021</xref>). On the contrary, in another study, the researchers found that although IMOT is positively correlated with the research productivity of academic staff in Romanian public universities, however, the relationship between EMOT and academic staff&#x2019;s research productivity was negative (<xref ref-type="bibr" rid="ref66">Horodnic and Zait, 2015</xref>). This could be due to contextual differences such as the availability of resources, facilities, environment, and salary packages given to academic staff from universities operating in Nigeria and Romania. Given both contexts, it can be argued that faculty members at Nigerian universities seem to be more influenced by monetary and non-monetary benefits, while academic staff at Romanian universities tend to perform their tasks for inner reasons like fun and enjoyment. Besides, the results of another study based on a literature review show that although there is no conclusive evidence on which motivation approach is better for driving a performance culture within an organization, the role of employees is definitely important in this regard. The study further added that EMOT often has a tendency to attract employees, but organizational leaders must clearly communicate to employees what they need to do so that leaders can motivate them externally (<xref ref-type="bibr" rid="ref124">Turner, 2017</xref>). Based on the above discussion, inconsistent findings, and lack of sufficient evidence the following hypothesis has been proposed:</p>
<disp-quote>
<p><italic>H2</italic>: Extrinsic motivation is significantly related to higher education performance.</p>
</disp-quote>
</sec>
<sec id="sec6">
<label>2.4.</label>
<title>Quality culture and higher education performance</title>
<p>Quality culture is a &#x201C;set of group values that guide how improvements are made to everyday working practices and consequent outputs&#x201D; (<xref ref-type="bibr" rid="ref59">Harvey, 2004</xref>). Quality culture is a continuous improvement process where the entire organizational community is responsible for maintaining a favorable work environment leading to organizational excellence (<xref ref-type="bibr" rid="ref123">Trewin, 2002</xref>). QC in the context of HE is understood as &#x201C;the overall attitude of an institution, which focuses on the concept of quality and applies it to all aspects of its activities&#x201D; (<xref ref-type="bibr" rid="ref10">Ali and Musah, 2012</xref>). Researchers have examined QC as an independent variable in relation to organizational performance and found a positive relationship (<xref ref-type="bibr" rid="ref131">Yusof and Ali, 2000</xref>; <xref ref-type="bibr" rid="ref10">Ali and Musah, 2012</xref>; <xref ref-type="bibr" rid="ref129">Wu, 2015</xref>). In a recent study, researchers examined the effect of QC on service quality (SQ) at public and private universities in Pakistan. The results showed that QC strongly affects SQ in both types of universities, however, this effect is stronger in private than public universities (<xref ref-type="bibr" rid="ref73">Iqbal et al., 2023</xref>). Likewise, in another study, QC was examined in relation to Kenyan research university performance, and the findings showed a strong association (<xref ref-type="bibr" rid="ref82">Katwalo and Asienga, 2015</xref>). However, since this study was only conducted at a single university in Kenya; therefore, the results need to be verified with a larger population. Similarly, the effect of QC was also found to be significant in relation to university performance in the context of Nigerian universities. However, the results revealed that QC predicted only 30.4% of the variation in university performance, while the scope of the study was also restricted to Nigerian universities. Therefore, the authors have recommended future researchers to introduce other predictor variables and to conduct a study on a broader spectrum (<xref ref-type="bibr" rid="ref64">Hilman et al., 2017</xref>). Given the weaknesses of prior studies as discussed above, the following hypothesis can be formulated:</p>
<disp-quote>
<p><italic>H3</italic>: Quality culture is significantly related to higher education performance.</p>
</disp-quote>
</sec>
<sec id="sec7">
<label>2.5.</label>
<title>Motivation and quality culture</title>
<p>Several studies in the previous literature investigated IMOT and EMOT as predictor variables, but not in relation to QC. However, only a few studies have examined employee motivation in relation to organizational culture (OC). OC is a broader term that consists of shared values, beliefs, attitudes, customs, and norms found within an organization that shapes the behaviors and decisions of its members, but still, there is no agreed definition (<xref ref-type="bibr" rid="ref49">Gautam and Basnet, 2021</xref>). For instance, &#x201C;organisational culture is the way that things are done in an organisation, the unwritten rules that influence individual and group behaviour and attitudes&#x201D; (<xref ref-type="bibr" rid="ref28">Chartered Management Institute, 2015</xref>). By contrast, QC is a subset of OC (<xref ref-type="bibr" rid="ref39">Dellana and Hauser, 1999</xref>) and focuses specifically on shared values and commitment to quality (<xref ref-type="bibr" rid="ref23">Bendermacher et al., 2017</xref>).</p>
<p>Some researchers investigated employee motivation as the dependent variable in relation to OC, and the results showed that OC was strongly correlated with employee motivation (<xref ref-type="bibr" rid="ref132">Yusof et al., 2016</xref>). While few studies examined motivation as a mediator, however, the findings on OC and motivation were conflicting. Such as, researchers have found an insignificant and negative effect of OC on the IMOT of employees at a coal company in Indonesia (<xref ref-type="bibr" rid="ref58">Hariadi et al., 2022</xref>). Likewise, in another study, researchers have found an insignificant effect of OC on the motivation of employees working in the &#x201C;Employment Social Security Administering Agency&#x201D; located in Tangerang City, Indonesia (<xref ref-type="bibr" rid="ref113">Riyanto et al., 2021</xref>). However, both studies have different scenarios, and their samples are not truly representative of their population.</p>
<p>In contrast, there is little evidence that researchers have investigated employee motivation as an independent variable in relation to QC or even OC. For example, few researchers have sought to determine the influence of teacher motivation on the OC of undergraduate universities in the city of Bangalore, India, and the results found that teacher work motivation is positively related to OC (<xref ref-type="bibr" rid="ref52">George and Sabhapathy, 2014</xref>). Given the distinct roles of motivation in relation to OC identified by these investigators, it has become apparent that these studies suffer from fragmentation as no agreement has been reached on a specific role of motivation in relation to OC. Based on the above-mentioned discussions, this study has proposed the following hypotheses:</p>
<disp-quote>
<p><italic>H4</italic>: Intrinsic motivation is significantly related to the quality culture.</p>
</disp-quote>
<disp-quote>
<p><italic>H5</italic>: Extrinsic motivation is significantly related to the quality culture.</p>
</disp-quote>
</sec>
<sec id="sec8">
<label>2.6.</label>
<title>Mediating effect of quality culture</title>
<p>Even though QC is a widely used term, its meaning remains unclear due to a lack of consensus (<xref ref-type="bibr" rid="ref103">Nygren-Landg&#x00E4;rds et al., 2022</xref>). In previous literature, researchers mainly investigated QC in qualitative studies (<xref ref-type="bibr" rid="ref5">Adina-Petru&#x0163;a, 2014</xref>; <xref ref-type="bibr" rid="ref100">Njiro, 2016</xref>; <xref ref-type="bibr" rid="ref23">Bendermacher et al., 2017</xref>; <xref ref-type="bibr" rid="ref87">Lycke and Tano, 2017</xref>; <xref ref-type="bibr" rid="ref125">Tutko, 2019</xref>). While in quantitative studies QC has been mainly investigated as a predictor variable in relation to organizational performance, and the results showed a positive effect on organizational performance (<xref ref-type="bibr" rid="ref10">Ali and Musah, 2012</xref>; <xref ref-type="bibr" rid="ref82">Katwalo and Asienga, 2015</xref>; <xref ref-type="bibr" rid="ref129">Wu, 2015</xref>; <xref ref-type="bibr" rid="ref126">Ullah et al., 2016</xref>; <xref ref-type="bibr" rid="ref64">Hilman et al., 2017</xref>). Furthermore, some studies explored QC as dependent variable, and the results showed a positive association with TQM practices (<xref ref-type="bibr" rid="ref11">Al-Otaibi, 2015</xref>); IQA (<xref ref-type="bibr" rid="ref42">Do et al., 2020</xref>); and visionary leadership (<xref ref-type="bibr" rid="ref61">Herminingsih et al., 2020</xref>). However, only a handful of studies have examined QC as a mediator, and the results showed that QC mediates between: talent management (two of the three dimensions) and university performance (<xref ref-type="bibr" rid="ref3">Abubakar and Hilman, 2017</xref>); TQM practices and competitiveness of Saudi contractors (<xref ref-type="bibr" rid="ref12">Alotaibi and Islam, 2013</xref>); while partial mediation between QMP and innovation performance (<xref ref-type="bibr" rid="ref13">Alotaibi et al., 2016</xref>). Given the ambiguity regarding the exact role of QC and based on the guidance of the previous researcher (<xref ref-type="bibr" rid="ref11">Al-Otaibi, 2015</xref>); current researchers have decided to investigate QC as a mediator in the relationship between IMOT, EMOT, and HEP in the Pakistani HE context. The aim was to examine the underlying mechanism in the relationship between IMOT, EMOT, and HEP, and to explain why this relationship exists. Given the above discussions, the following hypotheses have been postulated:</p>
<disp-quote>
<p><italic>H6</italic>: Quality culture mediates the relationship between intrinsic motivation and higher education performance.</p>
</disp-quote>
<disp-quote>
<p><italic>H7</italic>: Quality culture mediates the relationship between extrinsic motivation and higher education performance.</p>
</disp-quote>
</sec>
<sec id="sec9">
<label>2.7.</label>
<title>Research framework</title>
<p>Given the gaps identified in the existing literature, a conceptual framework has been proposed based on the resource-based view (RBV) theory. RBV theory holds that a firm&#x2019;s resources and capabilities are the primary sources of its competitive advantage and economic value creation. The present study has underpinned the RBV theory, so that universities can use their unique resources, such as IMOT, EMOT, and QC, as key determinants of their long-term performance and competitive advantage (<xref ref-type="bibr" rid="ref128">Wernerfelt, 1984</xref>; <xref ref-type="bibr" rid="ref21">Barney, 1991</xref>). The framework consists of two independent variables (IMOT and EMOT), a mediator (QC) and a dependent variable (HEP). The conceptual framework is shown below in <xref rid="fig1" ref-type="fig">Figure 1</xref>.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Conceptual framework.</p>
</caption>
<graphic xlink:href="feduc-08-1099415-g001.tif"/>
</fig>
</sec>
</sec>
<sec id="sec10" sec-type="methods">
<label>3.</label>
<title>Methods</title>
<sec id="sec11">
<label>3.1.</label>
<title>Research design</title>
<p>This study employed a survey-based quantitative cross-sectional research design. Survey-based design is highly effective and has many advantages, such as its ability to cover geographically dispersed areas, its ethical nature, and because it implies economy and rapid response time in data collection (<xref ref-type="bibr" rid="ref34">Creswell, 2014</xref>; <xref ref-type="bibr" rid="ref47">Fowler, 2014</xref>). Similarly, the cross-sectional approach is more suitable for collecting data at a certain time (<xref ref-type="bibr" rid="ref116">Sekaran and Bougie, 2016</xref>) since it reduces time, cost, and effort.</p>
</sec>
<sec id="sec12">
<label>3.2.</label>
<title>Sample and procedure</title>
<p>The study population (<italic>N</italic>&#x2009;=&#x2009;226) consisted of public and private universities in Pakistan, with institutions as units of analysis and administrative managers (such as VCs, Deans, Directors, and HODs) as respondents. Considering the institution as the unit of analysis, only one respondent from each randomly selected university was selected. The sample size was determined as 144 universities based on the formula of previous researchers (<xref ref-type="bibr" rid="ref83">Krejcie and Morgan, 1970</xref>). However, the questionnaires were administered at 150 randomly selected universities using proportional stratified random sampling techniques by dividing the entire population into seven strata based on provinces/administrative units across Pakistan. Stratified sampling is a highly precise and cost-effective technique that allows researchers to collect data from subgroups (<xref ref-type="bibr" rid="ref88">Lynn, 2019</xref>). In addition, the stratified sampling technique was employed to maximize the random participation of universities located throughout the country to collect data and increase the generalizability of the results. The questionnaires were administered via online surveys and in-person visits. The questionnaires were distributed in person at 20 universities located in &#x201C;Punjab&#x201D; (one of the seven strata) that were relatively close to one of the authors. While online survey method was employed to collect data from 130 universities located in distant areas (the rest of the six strata) across Pakistan. The response rate recorded for the in-person method was 70% and for the online surveys, it was 74.6%. The response rate of the online survey was slightly higher than that of the in-person method (pencil and paper questionnaires). This is because the online survey is considered more convenient and easily accessible via a laptop or even a cell phone and takes less time than the in-person method. Of the 150 questionnaires administered, 111 were returned, of which 105 were usable, resulting in a valid response rate of 70.0%. The details regarding sample distribution and the response rate are shown in <xref rid="tab1" ref-type="table">Table 1</xref>. The data were collected from March 2022 to May 2022.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Sample distribution and response rate.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Questionnaire</th>
<th align="center" valign="top" colspan="3">Frequency</th>
<th align="center" valign="top" rowspan="2">Rate (%)</th>
</tr>
<tr>
<th align="center" valign="top">Online survey</th>
<th align="center" valign="top">Personal visit</th>
<th align="center" valign="top">Total</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Distributed</td>
<td align="center" valign="middle">130</td>
<td align="center" valign="middle">20</td>
<td align="center" valign="middle">150</td>
<td align="center" valign="middle">100</td>
</tr>
<tr>
<td align="left" valign="middle">Returned</td>
<td align="center" valign="middle">97</td>
<td align="center" valign="middle">14</td>
<td align="center" valign="middle">111</td>
<td align="center" valign="middle">74</td>
</tr>
<tr>
<td align="left" valign="middle">Usable</td>
<td align="center" valign="middle">94</td>
<td align="center" valign="middle">11</td>
<td align="center" valign="middle">105</td>
<td align="center" valign="middle">70</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Developed by authors.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec13">
<label>3.3.</label>
<title>Measures</title>
<p>Since all statements of the questionnaire were adapted from previous studies, it was necessary to pre-test the questionnaire. Therefore, the initial questionnaire was pre-tested by six experts working in leading universities in Pakistan or participating in TQM consulting activities. Overall, the experts agreed with most of the statements in the questionnaire. However, they did suggest modifications to improve the understanding and clarity of some statements, such as avoiding long, negative, and double-barreled statements, and standardizing the wording of all statements as much as possible. In addition, they suggested contextualizing QC statements from an HE perspective, reframing motivational statements from the perspective of academic staff, and rephrasing HEP statements from an institutional perspective.</p>
<p>Based on expert feedback, the questionnaire was refined and subsequently subjected to a pilot study involving 30 respondents. The results of the pilot study revealed that Cronbach&#x2019;s alpha values for all constructs were greater than 0.70 and were therefore considered satisfactory (<xref ref-type="bibr" rid="ref55">Hair et al., 2017</xref>). Such as IMOT (0.939), EMOT (0.911), QC (0.842), and HEP, including TP (0.914), RP (0.920) and SP (0.909), respectively. In summary, all the statements in the questionnaire were found to be reliable, demonstrating that the questionnaire design and the sequence of the statements were acceptable for conducting a large-scale study.</p>
<p>As for the structure and design of the questionnaire, it consisted of nine demographic questions, while 47 questions related to latent variables such as IMOT, EMOT, QC, and HEP. The items used to measure the latent variables were based on a 5-point Likert scale, where 1&#x2009;=&#x2009;strongly disagree and 5&#x2009;=&#x2009;strongly agree. The detail of the adapted scales and their items is as follows: IMOT and EMOT were measured using two scales, with nine items for each scale, and were developed by previous researchers (<xref ref-type="bibr" rid="ref94">Mertler, 2001</xref>; <xref ref-type="bibr" rid="ref35">Cruz et al., 2009</xref>; <xref ref-type="bibr" rid="ref68">Hung, 2020</xref>). Similarly, QC was measured by adapting a four-item scale (<xref ref-type="bibr" rid="ref129">Wu, 2015</xref>). The HEP consisted of three dimensions, the five items of the TP were adapted from two studies (<xref ref-type="bibr" rid="ref53">Goos and Salomons, 2017</xref>; <xref ref-type="bibr" rid="ref41">Dicker et al., 2019</xref>); five RP items adapted from a previous study (<xref ref-type="bibr" rid="ref130">Yaakub and Mohamed, 2020</xref>); and 15 SP items were adapted from several studies (<xref ref-type="bibr" rid="ref97">Nedwek and Neal, 1994</xref>; <xref ref-type="bibr" rid="ref67">Hui et al., 2003</xref>; <xref ref-type="bibr" rid="ref18">Badri and Abdulla, 2004</xref>; <xref ref-type="bibr" rid="ref16">Asif et al., 2013</xref>; <xref ref-type="bibr" rid="ref17">Asif and Searcy, 2014</xref>).</p>
</sec>
</sec>
<sec id="sec14" sec-type="results">
<label>4.</label>
<title>Results</title>
<p>Initially, the current researchers used SPSS-25 for preliminary analyses, such as descriptive statistics and tests for common method bias. However, for advanced-level analysis, a structural equation modeling (SEM) technique was employed using Smart PLS 4 software. The partial least squares (PLS-SEM) technique is recommended for a variety of reasons, including its ability to capture smaller sample sizes, non-normal data, and the use of latent variable scoring models (<xref ref-type="bibr" rid="ref56">Hair et al., 2019</xref>).</p>
<sec id="sec15">
<label>4.1.</label>
<title>Demographic characteristics</title>
<p>The demographic characteristics of the respondents from the participating universities are presented in <xref rid="tab2" ref-type="table">Table 2</xref>. Of the 105 participating universities, 59 universities were from the public sector (56.2%) and 46 (43.8%) were from the private sector. Most of the universities were 36 (34.3%) from Punjab while 23 (21.9%) were from Sindh, 20 (19%) from KPK, 17 (16.2%) from Islamabad, 5 (4 0.8%) from Balochistan, 3 (2.9%) from Azad Jammu Kashmir and 1 (1%) from Gilgit Baltistan, respectively. As for the gender of the respondents, there were 81 males (77.1%) and 24 females (22.9%). Also, most respondents were HODs 67 (63.8%), Deans 17 (16.2%), and QEC Directors 13 (12.4%), followed by respondents in other positions.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Demographic characteristics.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Items</th>
<th align="center" valign="top">Frequency</th>
<th align="center" valign="top">Percentage</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">
<italic>Sector</italic>
</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Public Sector</td>
<td align="center" valign="middle">59</td>
<td align="center" valign="middle">56.2</td>
</tr>
<tr>
<td align="left" valign="middle">Private Sector</td>
<td align="center" valign="middle">46</td>
<td align="center" valign="middle">43.8</td>
</tr>
<tr>
<td align="left" valign="middle">
<italic>Province</italic>
</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Azad Jammu Kashmir (AJK)</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">2.9</td>
</tr>
<tr>
<td align="left" valign="middle">Balochistan</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">4.8</td>
</tr>
<tr>
<td align="left" valign="middle">Gilgit Baltistan (GB)</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1.0</td>
</tr>
<tr>
<td align="left" valign="middle">Islamabad</td>
<td align="center" valign="middle">17</td>
<td align="center" valign="middle">16.2</td>
</tr>
<tr>
<td align="left" valign="middle">Khyber Pakhtunkhwa (KPK)</td>
<td align="center" valign="middle">20</td>
<td align="center" valign="middle">19.0</td>
</tr>
<tr>
<td align="left" valign="middle">Punjab</td>
<td align="center" valign="middle">36</td>
<td align="center" valign="middle">34.3</td>
</tr>
<tr>
<td align="left" valign="middle">Sindh</td>
<td align="center" valign="middle">23</td>
<td align="center" valign="middle">21.9</td>
</tr>
<tr>
<td align="left" valign="middle">
<italic>Gender</italic>
</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Male</td>
<td align="center" valign="middle">81</td>
<td align="center" valign="middle">77.1</td>
</tr>
<tr>
<td align="left" valign="middle">Female</td>
<td align="center" valign="middle">24</td>
<td align="center" valign="middle">22.9</td>
</tr>
<tr>
<td align="left" valign="middle">
<italic>Designation</italic>
</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">VC</td>
<td align="center" valign="middle">4</td>
<td align="center" valign="middle">3.8</td>
</tr>
<tr>
<td align="left" valign="middle">Dean</td>
<td align="center" valign="middle">17</td>
<td align="center" valign="middle">16.2</td>
</tr>
<tr>
<td align="left" valign="middle">Director QEC</td>
<td align="center" valign="middle">13</td>
<td align="center" valign="middle">12.4</td>
</tr>
<tr>
<td align="left" valign="middle">Director ORIC</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">1.9</td>
</tr>
<tr>
<td align="left" valign="middle">HOD</td>
<td align="center" valign="middle">67</td>
<td align="center" valign="middle">63.8</td>
</tr>
<tr>
<td align="left" valign="middle">Other</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">1.9</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Developed by authors.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec16">
<label>4.2.</label>
<title>Descriptive statistics</title>
<p>The mean, median, and standard deviation values for all the variables based on the perceptions of the administrative managers were as IMOT (M&#x2009;=&#x2009;3.43, Mdn&#x2009;=&#x2009;3.44, SD&#x2009;=&#x2009;0.73), EMOT (M&#x2009;=&#x2009;3.31, Mdn&#x2009;=&#x2009;3.28, SD&#x2009;=&#x2009;0.76), QC (M&#x2009;=&#x2009;3.32, Mdn&#x2009;=&#x2009;3.25, SD&#x2009;=&#x2009;0.88) and HEP (M&#x2009;=&#x2009;3.37, Mdn&#x2009;=&#x2009;3.41, SD&#x2009;=&#x2009;0.72), respectively. The IMOT mean and median scores were the highest, followed by HEP, QC, and EMOT. The descriptive statistics of all the variables are presented in <xref rid="tab3" ref-type="table">Table 3</xref>.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Descriptive statistics.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">Mean (M)</th>
<th align="center" valign="top">Median (Mdn)</th>
<th align="center" valign="top">Std. Deviation (SD)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">IMOT</td>
<td align="center" valign="middle">3.43</td>
<td align="center" valign="middle">3.44</td>
<td align="center" valign="middle">0.73</td>
</tr>
<tr>
<td align="left" valign="middle">EMOT</td>
<td align="center" valign="middle">3.31</td>
<td align="center" valign="middle">3.28</td>
<td align="center" valign="middle">0.76</td>
</tr>
<tr>
<td align="left" valign="middle">QC</td>
<td align="center" valign="middle">3.32</td>
<td align="center" valign="middle">3.25</td>
<td align="center" valign="middle">0.88</td>
</tr>
<tr>
<td align="left" valign="middle">HEP</td>
<td align="center" valign="middle">3.37</td>
<td align="center" valign="middle">3.41</td>
<td align="center" valign="middle">0.72</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>IMOT, intrinsic motivation; EMOT, extrinsic motivation; QC, quality culture; HEP, higher education performance.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec17">
<label>4.3.</label>
<title>Common-method Bias</title>
<p>When data is collected from a single source and/or at the same time, the analysis could suffer from common method bias (<xref ref-type="bibr" rid="ref108">Podsakoff et al., 2012</xref>). Thus, we applied Harman&#x2019;s single-factor test to assess whether CMB is present, and the results showed that a one-factor solution explained only 41.12% of the total variance, which is below the 50% threshold. This is followed by another &#x201C;Full Collinearity Test&#x201D; recommended by a previous researcher (<xref ref-type="bibr" rid="ref81">Kock, 2015</xref>); all resulting VIF values (<xref rid="tab4" ref-type="table">Table 4</xref>) were found to be below 3.3, i.e., the threshold. Given the results of both tests, it can be assumed that the results of present study are not affected by CMB.</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Full-collinearity test results.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Criterion variable</th>
<th align="center" valign="top">Predictor variables</th>
<th align="center" valign="top">Tolerance</th>
<th align="center" valign="top">VIF</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">IMOT</td>
<td align="center" valign="middle">EMOT</td>
<td align="center" valign="middle">0.678</td>
<td align="center" valign="middle">1.474</td>
</tr>
<tr>
<td/>
<td align="center" valign="middle">QC</td>
<td align="center" valign="middle">0.494</td>
<td align="center" valign="middle">2.022</td>
</tr>
<tr>
<td/>
<td align="center" valign="middle">HEP</td>
<td align="center" valign="middle">0.511</td>
<td align="center" valign="middle">1.957</td>
</tr>
<tr>
<td align="left" valign="middle">EMOT</td>
<td align="center" valign="middle">QC</td>
<td align="center" valign="middle">0.519</td>
<td align="center" valign="middle">1.926</td>
</tr>
<tr>
<td/>
<td align="center" valign="middle">HEP</td>
<td align="center" valign="middle">0.407</td>
<td align="center" valign="middle">2.459</td>
</tr>
<tr>
<td/>
<td align="center" valign="middle">IMOT</td>
<td align="center" valign="middle">0.502</td>
<td align="center" valign="middle">1.990</td>
</tr>
<tr>
<td align="left" valign="middle">QC</td>
<td align="center" valign="middle">HEP</td>
<td align="center" valign="middle">0.496</td>
<td align="center" valign="middle">2.014</td>
</tr>
<tr>
<td/>
<td align="center" valign="middle">IMOT</td>
<td align="center" valign="middle">0.480</td>
<td align="center" valign="middle">2.084</td>
</tr>
<tr>
<td/>
<td align="center" valign="middle">EMOT</td>
<td align="center" valign="middle">0.680</td>
<td align="center" valign="middle">1.470</td>
</tr>
<tr>
<td align="left" valign="middle">HEP</td>
<td align="center" valign="middle">IMOT</td>
<td align="center" valign="middle">0.598</td>
<td align="center" valign="middle">1.672</td>
</tr>
<tr>
<td/>
<td align="center" valign="middle">EMOT</td>
<td align="center" valign="middle">0.643</td>
<td align="center" valign="middle">1.556</td>
</tr>
<tr>
<td/>
<td align="center" valign="middle">QC</td>
<td align="center" valign="middle">0.599</td>
<td align="center" valign="middle">1.670</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>IMOT, intrinsic motivation; EMOT, extrinsic motivation; QC, quality culture; HEP, higher education performance.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec18">
<label>4.4.</label>
<title>Measurement model assessment</title>
<sec id="sec19">
<label>4.4.1.</label>
<title>Reliability and convergent validity</title>
<p>The measurement model (<xref rid="fig2" ref-type="fig">Figure 2</xref>) was evaluated in terms of internal consistency reliability, convergent validity, and discriminant validity as suggested in previous studies (<xref ref-type="bibr" rid="ref57">Hair et al., 2014</xref>, <xref ref-type="bibr" rid="ref55">2017</xref>). The factor loadings of all the items were evaluated and found to be greater than 0.600 except for five items (EMOT 4, EMOT 6, SP1, SP2, and SP3) which had values less than 0.500 (<xref ref-type="bibr" rid="ref54">Hair et al., 2016</xref>), hence they were removed. The internal consistency reliability is verified through the composite reliability (CR) to confirm whether the study items are reliable (<xref ref-type="bibr" rid="ref93">McNeish, 2018</xref>). The results indicated that the Alpha and CR values of all constructs were greater than 0.700 (<xref ref-type="bibr" rid="ref127">Wasko and Faraj, 2005</xref>), and the average variance extracted (AVE) was greater than 0.500 (<xref ref-type="bibr" rid="ref57">Hair et al., 2014</xref>, <xref ref-type="bibr" rid="ref54">2016</xref>). Therefore, reliability and convergent validity have been established for all constructs (<xref rid="tab5" ref-type="table">Table 5</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Measurement model.</p>
</caption>
<graphic xlink:href="feduc-08-1099415-g002.tif"/>
</fig>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption><p>Reliability and convergent validity.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Constructs</th>
<th align="left" valign="top">Item</th>
<th align="center" valign="top">Loading</th>
<th align="center" valign="top">Alpha</th>
<th align="center" valign="top">rho_A</th>
<th align="center" valign="top">CR</th>
<th align="center" valign="top">AVE</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Intrinsic motivation (IMOT)</td>
<td align="left" valign="top">IMOT1</td>
<td align="center" valign="top">0.695</td>
<td align="center" valign="top">0.918</td>
<td align="center" valign="top">0.928</td>
<td align="center" valign="top">0.932</td>
<td align="center" valign="top">0.605</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">IMOT2</td>
<td align="center" valign="top">0.823</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">IMOT3</td>
<td align="center" valign="top">0.857</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">IMOT4</td>
<td align="center" valign="top">0.742</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">IMOT5</td>
<td align="center" valign="top">0.809</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">IMOT6</td>
<td align="center" valign="top">0.811</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">IMOT7</td>
<td align="center" valign="top">0.748</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">IMOT8</td>
<td align="center" valign="top">0.753</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">IMOT9</td>
<td align="center" valign="top">0.747</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Extrinsic motivation (EMOT)</td>
<td align="left" valign="top">EMOT1</td>
<td align="center" valign="top">0.624</td>
<td align="center" valign="top">0.837</td>
<td align="center" valign="top">0.871</td>
<td align="center" valign="top">0.875</td>
<td align="center" valign="top">0.502</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">EMOT2</td>
<td align="center" valign="top">0.732</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">EMOT3</td>
<td align="center" valign="top">0.654</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">EMOT5</td>
<td align="center" valign="top">0.652</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">EMOT7</td>
<td align="center" valign="top">0.695</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">EMOT8</td>
<td align="center" valign="top">0.836</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">EMOT9</td>
<td align="center" valign="top">0.742</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Quality culture (QC)</td>
<td align="left" valign="top">QC1</td>
<td align="center" valign="top">0.821</td>
<td align="center" valign="top">0.862</td>
<td align="center" valign="top">0.864</td>
<td align="center" valign="top">0.906</td>
<td align="center" valign="top">0.707</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">QC2</td>
<td align="center" valign="top">0.858</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">QC3</td>
<td align="center" valign="top">0.855</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">QC4</td>
<td align="center" valign="top">0.829</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Higher education performance (HEP)</td>
<td align="left" valign="top">TP1</td>
<td align="center" valign="top">0.680</td>
<td align="center" valign="top">0.858</td>
<td align="center" valign="top">0.873</td>
<td align="center" valign="top">0.913</td>
<td align="center" valign="top">0.777</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">TP2</td>
<td align="center" valign="top">0.854</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">TP3</td>
<td align="center" valign="top">0.849</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">TP4</td>
<td align="center" valign="top">0.835</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">TP5</td>
<td align="center" valign="top">0.854</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">RP1</td>
<td align="center" valign="top">0.848</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">RP2</td>
<td align="center" valign="top">0.868</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">RP3</td>
<td align="center" valign="top">0.902</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">RP4</td>
<td align="center" valign="top">0.812</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">RP5</td>
<td align="center" valign="top">0.887</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">SP4</td>
<td align="center" valign="top">0.783</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">SP5</td>
<td align="center" valign="top">0.798</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">SP6</td>
<td align="center" valign="top">0.843</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">SP7</td>
<td align="center" valign="top">0.847</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">SP8</td>
<td align="center" valign="top">0.807</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">SP9</td>
<td align="center" valign="top">0.653</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">SP10</td>
<td align="center" valign="top">0.811</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">SP11</td>
<td align="center" valign="top">0.832</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">SP12</td>
<td align="center" valign="top">0.844</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">SP13</td>
<td align="center" valign="top">0.828</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">SP14</td>
<td align="center" valign="top">0.820</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td align="left" valign="top">SP15</td>
<td align="center" valign="top">0.681</td>
<td/>
<td/>
<td/>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>AVE, average variance extracted; CR, composite reliability.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec20">
<label>4.4.2.</label>
<title>Discriminant validity</title>
<p>The third measure involved in evaluating the measurement model is determining the discriminant validity of the constructs. Discriminant validity is &#x201C;extent to which as a construct is truly distinct from other constructs by empirical standards&#x201D; (<xref ref-type="bibr" rid="ref55">Hair et al., 2017</xref>). Two approaches are most common to assess discriminant validity: (1) heterotrait&#x2013;monotrait method (HTMT) and the Fornell and Larcker criterion. Discriminant validity was established through the Fornell and Larcker criterion (<xref rid="tab6" ref-type="table">Table 6</xref>), since the square root of AVE for each construct was greater than its correlation with all the other constructs (<xref ref-type="bibr" rid="ref46">Fornell and Larcker, 1981</xref>); and by the HTMT method, since the HTMT ratio for all variables (<xref rid="tab7" ref-type="table">Table 7</xref>) was lower than the recommended value of 0.85 (<xref ref-type="bibr" rid="ref60">Henseler et al., 2015</xref>).</p>
<table-wrap position="float" id="tab6">
<label>Table 6</label>
<caption>
<p>Discriminant validity: Fornell&#x2013;Larcker criterion.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">IMOT</th>
<th align="center" valign="top">EMOT</th>
<th align="center" valign="top">QC</th>
<th align="center" valign="top">HEP</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">IMOT</td>
<td align="center" valign="middle">
<bold>0.778</bold>
</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">EMOT</td>
<td align="center" valign="middle">0.531</td>
<td align="center" valign="middle">
<bold>0.708</bold>
</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">QC</td>
<td align="center" valign="middle">0.597</td>
<td align="center" valign="middle">0.578</td>
<td align="center" valign="middle">
<bold>0.841</bold>
</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">HEP</td>
<td align="center" valign="middle">0.694</td>
<td align="center" valign="middle">0.517</td>
<td align="center" valign="middle">0.671</td>
<td align="center" valign="middle">
<bold>0.882</bold>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>IMOT, intrinsic motivation; EMOT, extrinsic motivation; QC, quality culture; HEP, higher education performance.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="tab7">
<label>Table 7</label>
<caption>
<p>Discriminant validity: heterotrait&#x2013;monotrait method (HTMT) ratio.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">IMOT</th>
<th align="center" valign="top">EMOT</th>
<th align="center" valign="top">QC</th>
<th align="center" valign="top">HEP</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">IMOT</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">EMOT</td>
<td align="center" valign="middle">0.611</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">QC</td>
<td align="center" valign="middle">0.648</td>
<td align="center" valign="middle">0.628</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">HEP</td>
<td align="center" valign="middle">0.775</td>
<td align="center" valign="middle">0.594</td>
<td align="center" valign="middle">0.768</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>IMOT, intrinsic motivation; EMOT, extrinsic motivation; QC, quality culture; HEP, higher education performance.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="sec21">
<label>4.5.</label>
<title>Structural model assessment</title>
<p>The evaluation of the structural model (<xref rid="fig3" ref-type="fig">Figure 3</xref>) is the second stage in the PLS-SEM; and was based on determining the explanatory power (<italic>R</italic><sup>2</sup>, <italic>f</italic><sup>2</sup>) of the model, PLSpredict (Q<sup>2</sup>), and then the significance of the paths.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Structural model.</p>
</caption>
<graphic xlink:href="feduc-08-1099415-g003.tif"/>
</fig>
<sec id="sec22">
<label>4.5.1.</label>
<title>Explanatory power of model</title>
<p>The coefficient of determination (<italic>R</italic><sup>2</sup>) is the most widely used metric to assess the explanatory power of the path model (<xref ref-type="bibr" rid="ref119">Shmueli et al., 2019</xref>). The coefficient of determination (<italic>R</italic><sup>2</sup>) is &#x201C;a measure of the model&#x2019;s predictive power and is calculated as the squared correlation between a specific endogenous construct&#x2019;s actual and predicted values&#x201D; (<xref ref-type="bibr" rid="ref55">Hair et al., 2017</xref>). Generally, <italic>R</italic><sup>2</sup> values of 0.19, 0.33, and 0.67 are deemed weak, moderate, and substantial, respectively (<xref ref-type="bibr" rid="ref30">Chin, 1998</xref>). The R<sup>2</sup> values for both endogenous constructs are greater than 0.33 (HEP&#x2009;=&#x2009;0.451 and QC&#x2009;=&#x2009;0.451), indicating a moderate level of explanatory power of the model. In addition, the study also evaluated the effect size (<italic>f</italic><sup>2</sup>) for each exogenous variable in the model. Effect size (<italic>f</italic><sup>2</sup>) is &#x201C;the change in the <italic>R</italic><sup>2</sup> value when a specified exogenous construct is omitted from the model can be used to evaluate whether the omitted construct has a substantive impact on the endogenous constructs.&#x201D; The recommended values of <italic>f</italic><sup>2</sup> and their corresponding strengths are as follows: 0.35 (substantial), 0.15 (moderate), and 0.02 (weak; <xref ref-type="bibr" rid="ref31">Cohen, 1988</xref>). The result revealed that the effect of IMOT and EMOT on QC is medium (i.e., 0.213 and 0.173 respectively), while the effect of QC on HEP is high (0.820). The results of the values of <italic>R</italic><sup>2</sup> and <italic>f</italic><sup>2</sup> are given in <xref rid="tab8" ref-type="table">Table 8</xref>.</p>
<table-wrap position="float" id="tab8">
<label>Table 8</label>
<caption>
<p>Explanatory power of model.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Predictors</th>
<th align="center" valign="top">Outcome</th>
<th align="center" valign="top">
<italic>R</italic>
<sup>2</sup>
</th>
<th align="center" valign="top">
<italic>f</italic>
<sup>2</sup>
</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">QC</td>
<td align="center" valign="top" rowspan="3">HEP</td>
<td align="center" valign="top" rowspan="3">0.451</td>
<td align="center" valign="top">0.820</td>
</tr>
<tr>
<td align="left" valign="top">IMOT</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">EMOT</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">IMOT</td>
<td align="center" valign="top" rowspan="2">QC</td>
<td align="center" valign="top" rowspan="2">0.451</td>
<td align="center" valign="top">0.213</td>
</tr>
<tr>
<td align="left" valign="top">EMOT</td>
<td align="center" valign="top">0.173</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>IMOT, intrinsic motivation; EMOT, extrinsic motivation; QC, quality culture; HEP, higher education performance.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec23">
<label>4.5.2.</label>
<title>Predictive relevance of the model</title>
<p>Apart from the explanatory power, the predictive relevance of the model is equally important. However, the traditionally used <italic>R</italic><sup>2</sup> metric does not provide any information about predictive relevance. Such as, researchers have argued that the <italic>R</italic><sup>2</sup> value only assesses the explanatory power of a model (in-sample model fit), but does not provide any indication of its out-of-sample predictive power (<xref ref-type="bibr" rid="ref119">Shmueli et al., 2019</xref>). Therefore, researchers often calculate the value of <italic>Q</italic><sup>2</sup> (<xref ref-type="bibr" rid="ref51">Geisser, 1974</xref>; <xref ref-type="bibr" rid="ref120">Stone, 1974</xref>), using a blindfolding procedure (<xref ref-type="bibr" rid="ref30">Chin, 1998</xref>) to assess the predictive quality of the model. Given the importance of the predictive relevance of models, researchers have recommended the use of PLSpredict when evaluating PLS-SEM results (<xref ref-type="bibr" rid="ref118">Shmueli et al., 2016</xref>). In this study, the predictive performance of the PLS model was evaluated in terms of (<italic>Q</italic><sup>2</sup>) and prediction errors, such as root mean square error (RMSE) and mean absolute error (MAE) for latent variables, as suggested by <xref ref-type="bibr" rid="ref118">Shmueli et al. (2016)</xref> through PLSpredict using SmartPLS4. The results showed that the <italic>Q</italic><sup>2</sup> values for both endogenous variables were greater than 0 (HEP&#x2009;=&#x2009;0.493 and QC&#x2009;=&#x2009;0.410), which means that the current study model offers better predictive performance. Likewise, the values of RMSE (HEP&#x2009;=&#x2009;0.725 and QC&#x2009;=&#x2009;0.780) and MAE (HEP&#x2009;=&#x2009;0.610 and QC&#x2009;=&#x2009;0.607) of the two endogenous variables were close to 0 (<xref ref-type="bibr" rid="ref95">Moriasi et al., 2007</xref>), so the predictive performance of the model has been established in terms of prediction errors. Given the results of <italic>Q</italic><sup>2</sup>, RMSE, and MAE, it can be deduced that the study model is significant and has predictive relevance in the context of HE. Furthermore, IMOT, EMOT, and QC have been found to be strong predictors of HEP based on empirical data collected from Pakistani universities. The values of <italic>Q</italic><sup>2</sup>, RMSE, and MAE of the endogenous variables are presented in <xref rid="tab9" ref-type="table">Table 9</xref>.</p>
<table-wrap position="float" id="tab9">
<label>Table 9</label>
<caption>
<p>Predictive relevance of model.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top"><italic>Q</italic><sup>2</sup> predict</th>
<th align="center" valign="top">RMSE</th>
<th align="center" valign="top">MAE</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">HEP</td>
<td align="center" valign="middle">0.493</td>
<td align="center" valign="middle">0.725</td>
<td align="center" valign="middle">0.610</td>
</tr>
<tr>
<td align="left" valign="middle">QC</td>
<td align="center" valign="middle">0.410</td>
<td align="center" valign="middle">0.780</td>
<td align="center" valign="middle">0.607</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>QC, quality culture; HEP, higher education performance.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec24">
<label>4.5.3.</label>
<title>Hypotheses testing</title>
<p>The results of the hypothesis tests on direct relationships (H1&#x2013;H5) are presented below: hypothesis H1: IMOT&#x2009;&#x2192;&#x2009;HEP (<italic>&#x03B2;</italic>&#x2009;=&#x2009;0.439, <italic>t</italic>&#x2009;=&#x2009;6.097, <italic>p</italic>&#x2009;=&#x2009;0.000), H3: QC&#x2009;&#x2192;&#x2009;HEP (<italic>&#x03B2;</italic>&#x2009;=&#x2009;0.367, <italic>t</italic>&#x2009;=&#x2009;4.846, <italic>p</italic>&#x2009;=&#x2009;0.000), H4: IMOT&#x2009;&#x2192;&#x2009;QC (<italic>&#x03B2;</italic>&#x2009;=&#x2009;0.402, <italic>t</italic>&#x2009;=&#x2009;4.131, <italic>p</italic>&#x2009;=&#x2009;0.000) and H5: EMOT&#x2009;&#x2192;&#x2009;QC (<italic>&#x03B2;</italic>&#x2009;=&#x2009;0.354, <italic>t</italic>&#x2009;=&#x2009;4.341, <italic>p</italic>&#x2009;=&#x2009;0.000) were found to be positive and significant. Therefore, H1, H3, H4, and H5 were supported. However, the results of hypothesis H2: EMOT&#x2009;&#x2192;&#x2009;HEP (<italic>&#x03B2;</italic>&#x2009;=&#x2009;0.075, <italic>t</italic>&#x2009;=&#x2009;0.987, <italic>p</italic>&#x2009;=&#x2009;0.324) was found insignificant, and thus H2 was not supported. The hypotheses (H6 and H7) represent indirect relationships. The mediation results of the hypotheses H6: IMOT&#x2009;&#x2192;&#x2009;QC&#x2009;&#x2192;&#x2009;HEP (<italic>&#x03B2;</italic>&#x2009;=&#x2009;0.148, <italic>t</italic>&#x2009;=&#x2009;3.554, <italic>p</italic>&#x2009;=&#x2009;0.000), and H7: EMOT&#x2192;QC&#x2009;&#x2192;&#x2009;HEP (&#x03B2;&#x2009;=&#x2009;0.130, t&#x2009;=&#x2009;2.786, <italic>p</italic>&#x2009;=&#x2009;0.005) were positive and significant. Therefore, H6 and H7 were also supported. In other words, the results confirmed the mediating effect of QC in the hypothesized relationships. The summary of the seven hypotheses is presented in <xref rid="tab10" ref-type="table">Table 10</xref>.</p>
<table-wrap position="float" id="tab10">
<label>Table 10</label>
<caption>
<p>Hypotheses testing results.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="left" valign="top">Relationship</th>
<th align="center" valign="top">
<italic>&#x03B2;</italic>
</th>
<th align="center" valign="top">SD</th>
<th align="center" valign="top"><italic>t</italic>-Value</th>
<th align="center" valign="top">Value of <italic>p</italic></th>
<th align="left" valign="top">Decision</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">H1</td>
<td align="left" valign="top">IMOT &#x2192; HEP</td>
<td align="center" valign="top">0.439</td>
<td align="center" valign="top">0.072</td>
<td align="center" valign="top">6.097</td>
<td align="center" valign="top">0.000</td>
<td align="left" valign="top">Supported</td>
</tr>
<tr>
<td align="left" valign="top">H2</td>
<td align="left" valign="top">EMOT &#x2192; HEP</td>
<td align="center" valign="top">0.075</td>
<td align="center" valign="top">0.076</td>
<td align="center" valign="top">0.987</td>
<td align="center" valign="top">0.324</td>
<td align="left" valign="top">Not Supported</td>
</tr>
<tr>
<td align="left" valign="top">H3</td>
<td align="left" valign="top">QC &#x2192; HEP</td>
<td align="center" valign="top">0.367</td>
<td align="center" valign="top">0.076</td>
<td align="center" valign="top">4.846</td>
<td align="center" valign="top">0.000</td>
<td align="left" valign="top">Supported</td>
</tr>
<tr>
<td align="left" valign="top">H4</td>
<td align="left" valign="top">IMOT &#x2192; QC</td>
<td align="center" valign="top">0.402</td>
<td align="center" valign="top">0.097</td>
<td align="center" valign="top">4.131</td>
<td align="center" valign="top">0.000</td>
<td align="left" valign="top">Supported</td>
</tr>
<tr>
<td align="left" valign="top">H5</td>
<td align="left" valign="top">EMOT &#x2192; QC</td>
<td align="center" valign="top">0.354</td>
<td align="center" valign="top">0.082</td>
<td align="center" valign="top">4.341</td>
<td align="center" valign="top">0.000</td>
<td align="left" valign="top">Supported</td>
</tr>
<tr>
<td align="left" valign="top">H6</td>
<td align="left" valign="top">IMOT &#x2192; QC &#x2192; HEP</td>
<td align="center" valign="top">0.148</td>
<td align="center" valign="top">0.042</td>
<td align="center" valign="top">3.554</td>
<td align="center" valign="top">0.000</td>
<td align="left" valign="top">Supported</td>
</tr>
<tr>
<td align="left" valign="top">H7</td>
<td align="left" valign="top">EMOT &#x2192; QC &#x2192; HEP</td>
<td align="center" valign="top">0.130</td>
<td align="center" valign="top">0.047</td>
<td align="center" valign="top">2.786</td>
<td align="center" valign="top">0.005</td>
<td align="left" valign="top">Supported</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Developed by authors.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
</sec>
<sec id="sec25" sec-type="discussions">
<label>5.</label>
<title>Discussion</title>
<p>This study concentrates on exploring the influence of IMOT, and EMOT on HEP through QC based on RBV theory. The RBV theory affirms that the competitiveness of firms depends on their capabilities or resources, which in turn determine their performance (<xref ref-type="bibr" rid="ref128">Wernerfelt, 1984</xref>; <xref ref-type="bibr" rid="ref21">Barney, 1991</xref>). However, resources must be valuable, rare, inimitable, and non-substitutable for sustainable competitive advantage (<xref ref-type="bibr" rid="ref21">Barney, 1991</xref>). The findings of this study validate the applicability of RBV theory in the context of HE, while identifying faculty members&#x2019; intrinsic and extrinsic motivation and culture of quality as valuable resources for improving performance and gaining competitive advantage.</p>
<p>This study aimed to answer three RQs. To this end, a total of seven hypotheses (H1 &#x2013; H7) were formulated. Of which five hypotheses (H1 &#x2013; H5) were of direct relationships. The first hypothesis (H1) was about examining the direct effect of IMOT on HEP in a university setting. The results showed that IMOT was significantly associated with HEP in the Pakistani university setting. These results are supported by several other studies in which researchers found a significant effect of IMOT on employee/organizational performance (<xref ref-type="bibr" rid="ref66">Horodnic and Zait, 2015</xref>; <xref ref-type="bibr" rid="ref85">Kuvaas et al., 2017</xref>; <xref ref-type="bibr" rid="ref117">Senanayake and Gamage, 2017</xref>; <xref ref-type="bibr" rid="ref106">Olugu et al., 2018</xref>; <xref ref-type="bibr" rid="ref109">Rahnuma, 2020</xref>; <xref ref-type="bibr" rid="ref122">Tran et al., 2021</xref>; <xref ref-type="bibr" rid="ref79">Jnaneswar and Ranjit, 2022</xref>). The second hypothesis (H2) was about examining the direct effect of EMOT on HEP   in a university setting. However, the present study did not provide empirical evidence of the relationship between EMOT and HEP. This is in line with the findings of some previous studies, where the researchers found no association between EMOT and employee performance (<xref ref-type="bibr" rid="ref66">Horodnic and Zait, 2015</xref>; <xref ref-type="bibr" rid="ref105">Olafsen et al., 2015</xref>; <xref ref-type="bibr" rid="ref85">Kuvaas et al., 2017</xref>; <xref ref-type="bibr" rid="ref102">Nurenny and Hidayat, 2020</xref>; <xref ref-type="bibr" rid="ref134">Zeng et al., 2022</xref>). This may be because EMOT often works with low or mid-level employees to achieve short-term goals. However, the faculty members are highly educated individuals with broader visions and long-term goals. Their academic work depends primarily on IMOT, such as the desire for intellectual challenge, curiosity, and a sense of purpose, which result in better performance at both the individual and institutional levels. The third hypothesis (H3) was about examining the direct relationship between QC and HEP in a university setting. The study found a significant relationship between QC and HEP, which is in line with the findings of previous studies (<xref ref-type="bibr" rid="ref131">Yusof and Ali, 2000</xref>; <xref ref-type="bibr" rid="ref10">Ali and Musah, 2012</xref>; <xref ref-type="bibr" rid="ref82">Katwalo and Asienga, 2015</xref>; <xref ref-type="bibr" rid="ref129">Wu, 2015</xref>; <xref ref-type="bibr" rid="ref64">Hilman et al., 2017</xref>; <xref ref-type="bibr" rid="ref73">Iqbal et al., 2023</xref>). The role of QC is crucial for organizations in different sectors as it increases the quality awareness of employees at all levels, facilitates the continuous improvement efforts of the organization, improves the quality of products and services, and thus enhances organizational performance.</p>
<p>Also, the fourth and fifth hypotheses (H4 and H5) were about whether IMOT and EMOT are significantly associated with QC, and the results demonstrated the significant effects of IMOT and EMOT on QC in Pakistani universities. These findings are important for two reasons: first, it provides interesting new insights by introducing IMOT and EMOT as predictors in relation to QC, which are lacking in the existing literature. Second, it also provides empirical evidence for the direct effects of IMOT and EMOT on QC. Although the previous literature does not provide any evidence for the direct effects of IMOT and EMOT on QC, studies examining the relationship between employee motivation (IMOT, EMOT) and OC, or vice versa, are somewhat consistent with the findings (<xref ref-type="bibr" rid="ref52">George and Sabhapathy, 2014</xref>; <xref ref-type="bibr" rid="ref132">Yusof et al., 2016</xref>; <xref ref-type="bibr" rid="ref109">Rahnuma, 2020</xref>; <xref ref-type="bibr" rid="ref58">Hariadi et al., 2022</xref>). While there has been some research on the role of IMOT and EMOT as predictors in shaping OC, these relationships have not been extensively studied. Therefore, it can be challenging to untangle the specific influence of IMOT and EMOT on these broader cultural factors, resulting in a small number of studies on such relationships. However, since QC emphasizes the participation of people at all levels of the organization, it is very imperative to mobilize the enthusiasm of all staff, especially academic staff, to participate in the creation and promotion of QC in their respective universities.</p>
<p>As for indirect effects, two hypotheses (H6 and H7) were proposed, stating whether QC mediates the relationship between IMOT and HEP, and between EMOT and HEP. The results confirmed the indirect effects of IMOT and EMOT on HEP through QC. Simply put, the present study also empirically validated the mediating role of QC in relation to IMOT and HEP, and EMOT and HEP. Although in the previous literature, some researchers investigated the mediating effect of QC, their results were not consistent. This is probably the first study to introduce and empirically validate QC as a mediator related to IMOT and HEP, and EMOT and HEP in the Pakistani HE context. These findings are important and provide a starting point for future researchers to test these links in different settings. Emphasizing the motivation of staff, especially faculty, in the context of HE is critical to creating QC that will improve the quality of university education and thus performance.</p>
</sec>
<sec id="sec26" sec-type="conclusions">
<label>6.</label>
<title>Conclusion</title>
<p>Overall, seven hypotheses were proposed in this study, and after testing almost all hypotheses were found to be supported except one. First, the study provides empirical evidence for the significant relationship between IMOT and HEP. Second, the results confirmed the significant effect of QC on HEP. Third, the results found a significant and positive effect of IMOT and EMOT on QC. However, the study provided no empirical evidence for the direct relationship between EMOT and HEP. Finally, the results also confirmed the mediating role of QC in the relationship between IMOT and HEP, and EMOT and HEP in the context of Pakistani universities. The results suggest that university leaders, administrators, and quality managers should emphasize the motivation of university staff, especially faculty members, to raise quality awareness and create a QC among them for the effective implementation of quality standards in universities. This will lead to a higher level of quality, credibility, and performance of universities around the world.</p>
<p>This study provides relevant and interesting insights from theoretical and empirical perspectives in the fields of HE and quality management. First, this study broadens our theoretical understanding by introducing IMOT and EMOT as predictor variables related to QC and HEP, while presenting QC as a mediator variable related to IMOT and HEP, and EMOT and HEP. Second, this study also substantiates all proposed relationships (except EMOT and HEP) by providing empirical evidence in the Pakistani HE context.</p>
<p>This study has important implications for organizational leaders, administrators, and quality managers to emphasize staff motivation, especially among faculty members. Because they are directly involved in providing a variety of academic and non-academic services to internal and external stakeholders. If they are motivated enough, they will tend to create a culture of quality in their respective universities, leading to the effective implementation of quality standards. In addition, the increased emphasis on faculty motivation will also enable them to perform tasks such as teaching, research, and service more effectively, thereby enhancing the performance of their respective universities. This is especially important for universities in developing countries such as Pakistan, where management systems are relatively weak, and accountability is not valued at all levels. Therefore, the creation of QC will ultimately lead to a higher level of university performance.</p>
</sec>
<sec id="sec27">
<label>7.</label>
<title>Limitations and recommendation</title>
<p>Despite some valuable contributions, this study has a few limitations that will help future researchers advance the relationships examined in this study. First, the study sample is limited to 105 public and private universities in Pakistan. Therefore, future researchers from other countries could replicate this model with a larger sample and diverse cultures to improve its generalizability. Second, the study only incorporated the perception of administrative managers, so the researchers can add teachers, students, or employers as respondents in future studies. Third, there could also be the opportunity to introduce new variables to better predict HEP in countries around the world. Finally, the present study has used various acronyms, therefore a list of acronyms has been added below as <xref rid="tab11" ref-type="table">Table 11</xref>, for the better understanding of readers and to avoid any confusion.</p>
<table-wrap position="float" id="tab11">
<label>Table 11</label>
<caption>
<p>List of acronyms.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Terms</th>
<th align="left" valign="top">Acronyms</th>
<th align="left" valign="top">Terms</th>
<th align="left" valign="top">Acronyms</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Average Variance Extracted</td>
<td align="left" valign="middle">AVE</td>
<td align="left" valign="middle">Median</td>
<td align="left" valign="middle">Mdn.</td>
</tr>
<tr>
<td align="left" valign="middle">Azad Jammu Kashmir</td>
<td align="left" valign="middle">AJK</td>
<td align="left" valign="middle">Mediating Variable</td>
<td align="left" valign="middle">MV</td>
</tr>
<tr>
<td align="left" valign="middle">Common-Method Bias</td>
<td align="left" valign="middle">CMB</td>
<td align="left" valign="middle">Organizational Performance</td>
<td align="left" valign="middle">OP</td>
</tr>
<tr>
<td align="left" valign="middle">Composite Reliability</td>
<td align="left" valign="middle">CR</td>
<td align="left" valign="middle">Office of Research, Innovation and Commercialization</td>
<td align="left" valign="middle">ORIC</td>
</tr>
<tr>
<td align="left" valign="middle">Dependent Variable</td>
<td align="left" valign="middle">DV</td>
<td align="left" valign="middle">Partial Least Square</td>
<td align="left" valign="middle">PLS</td>
</tr>
<tr>
<td align="left" valign="middle">Extrinsic Motivation</td>
<td align="left" valign="middle">EMOT</td>
<td align="left" valign="middle">Quality Assurance</td>
<td align="left" valign="middle">QA</td>
</tr>
<tr>
<td align="left" valign="middle">Head of Department</td>
<td align="left" valign="middle">HOD</td>
<td align="left" valign="middle">Quality Culture</td>
<td align="left" valign="middle">QC</td>
</tr>
<tr>
<td align="left" valign="middle">Gilgit Baltistan</td>
<td align="left" valign="middle">GB</td>
<td align="left" valign="middle">Quality Enhancement Cell</td>
<td align="left" valign="middle">QEC</td>
</tr>
<tr>
<td align="left" valign="middle">Heterotrait&#x2013;Monotrait</td>
<td align="left" valign="middle">HTMT</td>
<td align="left" valign="middle">Research Performance</td>
<td align="left" valign="middle">RP</td>
</tr>
<tr>
<td align="left" valign="middle">Higher Education</td>
<td align="left" valign="middle">HE</td>
<td align="left" valign="middle">Research Question</td>
<td align="left" valign="middle">RQ</td>
</tr>
<tr>
<td align="left" valign="middle">Higher Education Institution</td>
<td align="left" valign="middle">HEI</td>
<td align="left" valign="middle">Resource-Based View</td>
<td align="left" valign="middle">RBV</td>
</tr>
<tr>
<td align="left" valign="middle">Higher Education Performance</td>
<td align="left" valign="middle">HEP</td>
<td align="left" valign="middle">Service Performance</td>
<td align="left" valign="middle">SP</td>
</tr>
<tr>
<td align="left" valign="middle">Independent Variable</td>
<td align="left" valign="middle">IV</td>
<td align="left" valign="middle">Standard Deviation</td>
<td align="left" valign="middle">SD</td>
</tr>
<tr>
<td align="left" valign="middle">International Organization For Standardization</td>
<td align="left" valign="middle">ISO</td>
<td align="left" valign="middle">Structural Equation Modeling</td>
<td align="left" valign="middle">SEM</td>
</tr>
<tr>
<td align="left" valign="middle">Internal Quality Assurance</td>
<td align="left" valign="middle">IQA</td>
<td align="left" valign="middle">Teaching Performance</td>
<td align="left" valign="middle">TP</td>
</tr>
<tr>
<td align="left" valign="middle">Intrinsic Motivation</td>
<td align="left" valign="middle">IMOT</td>
<td align="left" valign="middle">Total Quality Management</td>
<td align="left" valign="middle">TQM</td>
</tr>
<tr>
<td align="left" valign="middle">Khyber Pakhtunkhwa</td>
<td align="left" valign="middle">KPK</td>
<td align="left" valign="middle">Variance Inflation Factor</td>
<td align="left" valign="middle">VIF</td>
</tr>
<tr>
<td align="left" valign="middle">Mean</td>
<td align="left" valign="middle">M</td>
<td align="left" valign="middle">Vice Chancellor</td>
<td align="left" valign="middle">VC</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Developed by authors.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec28" sec-type="data-availability">
<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 id="sec29">
<title>Author contributions</title>
<p>SI conceived the idea for this study, analyzed the data, and wrote the manuscript. CT and MR contributed to the design and implementation of the research, performed the review, reviewed the manuscript, checked the analytical methods, and supervised the findings of this work. All authors discussed the results and contributed to the final manuscript.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<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 id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;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>
</body>
<back>
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