<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.1d1 20130915//EN" "http://jats.nlm.nih.gov/publishing/1.1d1/JATS-journalpublishing1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" article-type="research-article" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">SAJIP</journal-id>
<journal-title-group>
<journal-title>SA Journal of Industrial Psychology</journal-title>
</journal-title-group>
<issn pub-type="ppub">0258-5200</issn>
<issn pub-type="epub">2071-0763</issn>
<publisher>
<publisher-name>AOSIS</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">SAJIP-50-2123</article-id>
<article-id pub-id-type="doi">10.4102/sajip.v50i0.2123</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>The organisational commitment of academic personnel during WFH within private higher education, South Africa</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0009-0003-9681-8391</contrib-id>
<name>
<surname>Cassim</surname>
<given-names>Nadeem</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-4517-8526</contrib-id>
<name>
<surname>Botha</surname>
<given-names>Christoffel J.</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0003-2787-8107</contrib-id>
<name>
<surname>Botha</surname>
<given-names>Doret</given-names>
</name>
<xref ref-type="aff" rid="AF0002">2</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-6845-7355</contrib-id>
<name>
<surname>Bisschoff</surname>
<given-names>Christo</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<aff id="AF0001"><label>1</label>North-West University Business School, Faculty of Economic and Management Sciences, North-West University, Potchefstroom, South Africa</aff>
<aff id="AF0002"><label>2</label>School of Social Sciences, Faculty of Humanities, North-West University, Potchefstroom, South Africa</aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><bold>Corresponding author:</bold> Christoffel Botha, <email xlink:href="christoff.botha@nwu.ac.za">christoff.botha@nwu.ac.za</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>19</day><month>04</month><year>2024</year></pub-date>
<pub-date pub-type="collection"><year>2024</year></pub-date>
<volume>50</volume>
<elocation-id>2123</elocation-id>
<history>
<date date-type="received"><day>23</day><month>06</month><year>2023</year></date>
<date date-type="accepted"><day>07</day><month>03</month><year>2024</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2024. The Authors</copyright-statement>
<copyright-year>2024</copyright-year>
<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>Licensee: AOSIS. This work is licensed under the Creative Commons Attribution License.</license-p>
</license>
</permissions>
<abstract>
<sec id="st1">
<title>Orientation</title>
<p>The coronavirus disease 2019 (COVID-19) pandemic has changed how higher education institutions operate and the work from home (WFH) operating model being widely implemented.</p>
</sec>
<sec id="st2">
<title>Research purpose</title>
<p>This study investigated the organisational commitment of academic personnel working from home within private higher education in South Africa during the COVID-19 pandemic.</p>
</sec>
<sec id="st3">
<title>Motivation for the study</title>
<p>While some studies exist to assess employees&#x2019; organisational commitment levels during the COVID-19 pandemic, no studies have evaluated this phenomenon within private higher education in South Africa.</p>
</sec>
<sec id="st4">
<title>Research approach/design and method</title>
<p>This study adopted a quantitative methodology. The target population comprised of 133 academic personnel employed at a private higher education institution. Data were collected using an online survey with the validated Three-Component Model (TCM) employee commitment questionnaire. A satisfactory response rate of 79&#x0025; was realised.</p>
</sec>
<sec id="st5">
<title>Main findings</title>
<p>The study found that notwithstanding the struggles and unease brought about by the swift transformations to WFH because of the global COVID-19 pandemic, the organisational commitment levels of academic personnel, specifically affective and normative commitment, were sustained.</p>
</sec>
<sec id="st6">
<title>Practical/managerial implications</title>
<p>Work from home is observed as a feasible and noteworthy work model for the foreseeable future. Therefore, private higher education should consider the findings of this study to manage the levels of organisational commitment from academic staff appropriately.</p>
</sec>
<sec id="st7">
<title>Contribution/value-add</title>
<p>The study contributes to the body of knowledge regarding organisational commitment within a WFH context in private higher education.</p>
</sec>
</abstract>
<kwd-group>
<kwd>academic personnel</kwd>
<kwd>COVID-19 pandemic</kwd>
<kwd>organisational commitment</kwd>
<kwd>private higher education</kwd>
<kwd>remote work</kwd>
<kwd>work-from-home</kwd>
</kwd-group>
<funding-group>
<funding-statement><bold>Funding information</bold> The authors&#x2019; employer fully funded the study and no other funding was necessary.</funding-statement>
</funding-group>
</article-meta>
</front>
<body>
<sec id="s0001">
<title>Introduction</title>
<p>The coronavirus disease 2019 (COVID-19) pandemic has profoundly changed how organisations and employees operate. The most significant and widely accepted change because of the pandemic has been the pervasive implementation of the work-from-home (WFH) model (Ahmed &#x0026; Singh, <xref ref-type="bibr" rid="CIT0004">2023</xref>; Botha &#x0026; Coetzee, <xref ref-type="bibr" rid="CIT0021">2022</xref>), which has resulted in a substantial shift in the manner in which employees work (McKinsey Global Institute, <xref ref-type="bibr" rid="CIT0058">2023</xref>). The WFH model has been widely used by organisations that provided financial work, business management, scientific and professional services during the COVID-19 pandemic (Dingel &#x0026; Neiman, 2020, cited by Vyas &#x0026; Butakhieo, <xref ref-type="bibr" rid="CIT0091">2021</xref>). Work-from-home refers to employees working remotely and performing their work duties from the vicinity of their homes (e.g. rather than the office,), utilising an array of information technology such as video conferencing tools and platforms (e.g. zoom, google meet), messaging and chat applications (e.g. WhatsApp, Telegram and Slack), and cloud-based file sharing (e.g. Google Drive) for communication, productivity and business continuity (Benjamin, <xref ref-type="bibr" rid="CIT0016">2020</xref>; ILO, <xref ref-type="bibr" rid="CIT0042">2020</xref>). During the COVID-19 pandemic, this model intended to prioritise workers&#x2019; health and well-being by minimising the spread of the virus (via home isolation) while maintaining business continuity (Merrill, <xref ref-type="bibr" rid="CIT0059">2021</xref>). Therefore, most organisations, including those in higher education, were required to adapt to new methods of organising work, and employees were required to swiftly adjust to working and operating in the new environments (Botha &#x0026; Coetzee, <xref ref-type="bibr" rid="CIT0021">2022</xref>; Mhlanga et al., <xref ref-type="bibr" rid="CIT0064">2022</xref>).</p>
<p>The lockdowns enforced by governments on a global level forced education institutions, including private institutions, to rethink education delivery methodology and models (World Economic Forum, <xref ref-type="bibr" rid="CIT0093">2020</xref>). Changes such as virtual classrooms, virtual libraries, virtual research space, virtual assessments, virtual student administration, and virtual student consultation replaced the traditional teaching and learning modality, and a strong emphasis on e-learning surfaced (World Economic Forum, <xref ref-type="bibr" rid="CIT0093">2020</xref>). Personnel in higher education entered a steep and sudden learning curve to acquire new skill sets to cope with digital and e-learning demands; various challenges related to the following were documented during this period, among others: university employees were ill-equipped to function in a virtual environment, a lack of technological infrastructure (and support) to support operations in a virtual environment, including instruction, instructors were ill-equipped to administer tests and examinations in a virtual environment (Piotrowski &#x0026; King, <xref ref-type="bibr" rid="CIT0076">2020</xref>); little (or no) experience in the pedagogy or delivery of online learning (Hedding et al., <xref ref-type="bibr" rid="CIT0036">2020</xref>); increased work&#x2013;life conflict (Botha et al., <xref ref-type="bibr" rid="CIT0022">2023</xref>; Chanana, <xref ref-type="bibr" rid="CIT0027">2020</xref>; Olawale et al., <xref ref-type="bibr" rid="CIT0072">2021</xref>), lack of concentration (Chanana, <xref ref-type="bibr" rid="CIT0027">2020</xref>, p. 1), increased workload and working hours (Olawale et al., <xref ref-type="bibr" rid="CIT0072">2021</xref>; Pathak &#x0026; Majumdar, <xref ref-type="bibr" rid="CIT0073">2020</xref>), loneliness because of isolation (Botha et al., <xref ref-type="bibr" rid="CIT0022">2023</xref>; Carnevale &#x0026; Hatak, <xref ref-type="bibr" rid="CIT0028">2020</xref>; Olawale et al., <xref ref-type="bibr" rid="CIT0072">2021</xref>), increased parental demands because of school closures, a lack of purpose and belonging (Carnevale &#x0026; Hatak, <xref ref-type="bibr" rid="CIT0028">2020</xref>), health concerns and wellness challenges (Carnevale &#x0026; Hatak, <xref ref-type="bibr" rid="CIT0028">2020</xref>; Laher et al., <xref ref-type="bibr" rid="CIT0052">2021</xref>; Olawale et al., <xref ref-type="bibr" rid="CIT0072">2021</xref>), feelings of frustration and fatigue (Laher et al., <xref ref-type="bibr" rid="CIT0052">2021</xref>; Paterson et al., <xref ref-type="bibr" rid="CIT0074">2021</xref>; Schulman, <xref ref-type="bibr" rid="CIT0084">2020</xref>), &#x2018;Zoom hangovers&#x2019; (Schulman, <xref ref-type="bibr" rid="CIT0084">2020</xref>, p. 384), and job security issues, in particular, pertaining to support staff (Piotrowski &#x0026; King, <xref ref-type="bibr" rid="CIT0076">2020</xref>).</p>
<p>As a result of the widespread changes in work environments across sectors, including the higher education sector, and the accompanying challenges experienced, it was suggested that organisational commitment might be affected (Anwar et al., <xref ref-type="bibr" rid="CIT0008">2022</xref>; Kramer &#x0026; Kramer, <xref ref-type="bibr" rid="CIT0049">2020</xref>). Organisational commitment is a multifaceted concept that has been conceptualised in various ways over the years (Serhan et al., <xref ref-type="bibr" rid="CIT0085">2022</xref>). It is defined primarily as a state of mind or a psychological state among employees that assesses the level or the way employees resonate with the organisation, and how dedicated they feel towards their work (Meyer &#x0026; Allen, <xref ref-type="bibr" rid="CIT0061">1991</xref>; Serhan et al., <xref ref-type="bibr" rid="CIT0085">2022</xref>). It is a psychological state in which employees recognise and feel devoted to their workplace (Meyer &#x0026; Allen, <xref ref-type="bibr" rid="CIT0061">1991</xref>). It is a state of being in which individuals become tied to their actions and beliefs (Saks, <xref ref-type="bibr" rid="CIT0082">2006</xref>, p. 601). This can either encourage their involvement in organisational activities or decrease their involvement (Saks, <xref ref-type="bibr" rid="CIT0082">2006</xref>, p. 601). Employees who feel less committed to the organisation will feel less satisfied with their work, affecting their engagement, performance and productivity (Ariani, <xref ref-type="bibr" rid="CIT0009">2013</xref>; Chanana &#x0026; Sangeeta, <xref ref-type="bibr" rid="CIT0027">2020</xref>; Masale et al., <xref ref-type="bibr" rid="CIT0057">2021</xref>).</p>
<p>Although the concept has been widely researched in the academic literature, it has been given little consideration in research during the COVID-19 pandemic, particularly in private higher education in South Africa. Traditionally, research surrounding organisational commitment has been directed at this construct&#x2019;s antecedents and related impact and how it varies depending on the context. However, given the advent of the COVID-19 pandemic, and the radical shift to WFH, there has been a budding focus on understanding how WFH influences employee&#x2019;s organisational commitment (Ahmed &#x0026; Singh, <xref ref-type="bibr" rid="CIT0004">2023</xref>; Anwar et al., <xref ref-type="bibr" rid="CIT0008">2022</xref>; Ribeiro et al., <xref ref-type="bibr" rid="CIT0081">2022</xref>). If the commitment of employees could be enhanced, it would positively impact employees&#x2019; job satisfaction, performance, and retention, and ultimately providing greater chances of business success (Kifor et al., <xref ref-type="bibr" rid="CIT0046">2022</xref>).</p>
</sec>
<sec id="s0002">
<title>Research purpose and objectives</title>
<p>The objectives of this study were firstly, to ascertain the organisational commitment of academic personnel (managers, lecturers, and academic administrators) working from home in a private higher education sector in South Africa in the context of the COVID-19 pandemic; secondly, to determine the association between selected socio-demographic variables (age, gender, marital status, nature of employment, qualification) and organisational commitment; and thirdly, to draw conclusions and recommendations emanating from the literature review and empirical results to assist higher education institutions, in general, and specifically, in the private space, to improve organisational commitment of academic personnel during the WFH arrangement.</p>
</sec>
<sec id="s0003">
<title>Literature review</title>
<p>The concept of organisational commitment has been an imperative aspect of business research and organisational and management behaviour, given its psychological nature and related impact on business performance (AL-Jabari &#x0026; Ghazzawi, <xref ref-type="bibr" rid="CIT0005">2019</xref>). Consequently, this section defines and conceptualises the concept, explains the three-component model (TCM) of commitment (Allen &#x0026; Meyer, <xref ref-type="bibr" rid="CIT0006">1990</xref>), discusses the antecedents and outcomes of organisational commitment, elaborates on organisational commitment during WFH in the COVID-19 context and explains some of the socio-demographic variables associated with it.</p>
<sec id="s20004">
<title>Organisational commitment defined and conceptualised</title>
<p>Organisational commitment is a multifaceted concept that has evolved in its definition over time (Cohen, <xref ref-type="bibr" rid="CIT0029">2007</xref>). The earliest understanding of the concept was developed by Porter and Lawler (<xref ref-type="bibr" rid="CIT0078">1968</xref>), who viewed organisational commitment as an individual&#x2019;s willingness to dedicate significant effort to the organisation, a deep inclination to remain with the organisation, and an endorsement of its principal goals and values, emphasising the psychological bond that exists between an organisation and its employees (Bakhsi et al., <xref ref-type="bibr" rid="CIT0013">2011</xref>).</p>
<p>During the 1980s, Meyer and Allen (<xref ref-type="bibr" rid="CIT0060">1984</xref>) conceptualised organisational commitment as having two dimensions: affective and continuance. Meyer and Allen (<xref ref-type="bibr" rid="CIT0060">1984</xref>, p. 375) viewed affective commitment as &#x2018;positive feelings of identification with, attachment to and involvement in the work organisation&#x2019;, and continuance commitment as &#x2018;the extent which employees feel committed to their organisation by the costs that they feel are associated with leaving&#x2019;.</p>
<p>Through further exploration, Allen and Meyer (<xref ref-type="bibr" rid="CIT0006">1990</xref>) introduced a third dimension: &#x2018;the employee&#x2019;s feelings of obligation to remain with the organisation&#x2019; (i.e. normative commitment). Consequently, organisational commitment is described as a three-dimensional concept, comprising affective, continuance and normative dimensions (Meyer &#x0026; Allen, <xref ref-type="bibr" rid="CIT0061">1991</xref>). Meyer and Allen&#x2019;s (<xref ref-type="bibr" rid="CIT0061">1991</xref>) conceptualisation of organisational commitment was used for this study.</p>
<p>Employees with higher levels of affective commitment are encouraged by their outlooks of association and connection to their place of work and regard their duties as a critical part of their identity. These employees are more bound to partake in behaviours that benefit the productivity of the organisation, such as going beyond their job scopes for example, and have been found to be less likely to resign from their job (i.e. they are easily retained) (Noraazian &#x0026; Khalip, <xref ref-type="bibr" rid="CIT0071">2016</xref>). Employees tend to develop stronger affective attachments to the organisation when their experiences are consistent with their expectations and satisfy their basic needs (Meyer et al., <xref ref-type="bibr" rid="CIT0063">1993</xref>). Staff that possess higher levels of continuance commitment remain within the organisation because they believe they have invested considerable time and effort in their work and feel that resigning from their duties would impact the organisation considerably (Georges, <xref ref-type="bibr" rid="CIT0034">2020</xref>). It has been reported that staff with higher levels of normative commitment build a sense of compulsion to the organisation, resulting in remaining within the organisation even if they are dissatisfied with their work or the organisation at large. These individuals often have a sense of loyalty towards the organisation and perceive leaving as a means of betraying the organisation (Inam et al., <xref ref-type="bibr" rid="CIT0041">2023</xref>).</p>
<p>According to Meyer and Allen (<xref ref-type="bibr" rid="CIT0062">2004</xref>, p. 2), employees who demonstrate a strong affective commitment stay in the organisation because they want to, those who demonstrate strong normative commitment stay because they feel they ought to, and those who demonstrate strong continuance commitment stay because they must do so. Using the TCM Employee Commitment Survey developed by Meyer and Alan (<xref ref-type="bibr" rid="CIT0062">2004</xref>), organisations can be provided with a commitment profile for their organisation, department or unit (Meyer &#x0026; Allen, <xref ref-type="bibr" rid="CIT0061">1991</xref>). Accordingly, management can devise strategies to enhance their workforce&#x2019;s commitment, resulting in greater employee satisfaction, improved productivity, and enhanced human capital retention as mentioned earlier.</p>
</sec>
<sec id="s20005">
<title>Antecedents of organisational commitment</title>
<p>Organisational commitment is a vital notion in management and organisational behaviour. Determining the factors that impact organisational commitment is essential for businesses to understand, as this could significantly influence workers&#x2019; attitudes and behaviours, thereby affecting business performance (Manetje &#x0026; Martins, <xref ref-type="bibr" rid="CIT0055">2009</xref>). The following factors are antecedents of organisational commitment:</p>
<sec id="s30006">
<title>Job satisfaction</title>
<p>Job satisfaction, briefly defined, describes an employee&#x2019;s perception or subjective experience of their work experience and the contentment they experience within their functions (Aziri, <xref ref-type="bibr" rid="CIT0011">2011</xref>). In simple terms, it refers to how much people are satisfied or dissatisfied with their jobs (Aziri, <xref ref-type="bibr" rid="CIT0011">2011</xref>). When employees are more satisfied in their jobs, they are more likely to show greater levels of commitment to the organisation (Wijaya &#x0026; Basit, <xref ref-type="bibr" rid="CIT0092">2024</xref>). Factors contributing to job satisfaction such as remuneration, work benefits, conducive working conditions and opportunities for career development, were found to play a significant role in how committed employees are to the organisation (Ismail &#x0026; Abd Razak, <xref ref-type="bibr" rid="CIT0043">2016</xref>). If employees&#x2019; jobs are fulfilling, they are more inclined to remain in the organisation and show greater commitment (Ismail &#x0026; Abd Razak, <xref ref-type="bibr" rid="CIT0043">2016</xref>).</p>
</sec>
<sec id="s30007">
<title>Organisational culture</title>
<p>Organisational culture is the shared values, beliefs, and practices that nurture workers&#x2019; behaviour within a work setting (Tran, <xref ref-type="bibr" rid="CIT0089">2021</xref>). Organisations possessing stronger and more positive cultures have more committed employees (Tsai, <xref ref-type="bibr" rid="CIT0090">2011</xref>). When employees feel that they share and can resonate with the organisation&#x2019;s similar values and belief systems, they are more likely to show greater commitment to the organisation (Tran, <xref ref-type="bibr" rid="CIT0089">2021</xref>).</p>
</sec>
<sec id="s30008">
<title>Leadership</title>
<p>Leadership refers to a process that involves the influence and guidance of groups of employees towards attaining a common goal or objective (Bakti &#x0026; Hartono, <xref ref-type="bibr" rid="CIT0014">2022</xref>). Transformational leadership, as a leadership style, refers to motivating and inspiring leaders and was established to create environments whereby employees work towards a common mission and vision (Bakti &#x0026; Hartono, <xref ref-type="bibr" rid="CIT0014">2022</xref>). When employees sense that they are under the supervision of supportive and empowering leaders, they are more likely to be committed to their work and the organisation. It has been observed that a leader who can generate an optimistic and inclusive culture in the organisation will most likely enhance the commitment of employees (Adams et al., <xref ref-type="bibr" rid="CIT0003">2020</xref>). Furthermore, the relationship between supervisor and employee critically influences job satisfaction and commitment (Abun et al., <xref ref-type="bibr" rid="CIT0002">2023</xref>). A positive relationship with a supervisor often results in greater job satisfaction and a greater sense of belonging to the organisation. Conversely, a negative relationship with a supervisor can lead to decreased job satisfaction and a lack of commitment to the organisation (Abun et al., <xref ref-type="bibr" rid="CIT0002">2023</xref>).</p>
</sec>
<sec id="s30009">
<title>Personal career development opportunities</title>
<p>Organisations that present employees with growth and career advancement opportunities have staff with greater morale and higher levels of organisational commitment (Ferdiana et al., <xref ref-type="bibr" rid="CIT0032">2023</xref>). Furthermore, organisations can retain employees more efficiently if they are given proper training and development opportunities congruent with their personal development plans (Ferdiana et al., <xref ref-type="bibr" rid="CIT0032">2023</xref>). When an employee&#x2019;s development or career plan is clear and known to the employee, they are more likely to remain motivated and grow within the company (Ferdiana et al., <xref ref-type="bibr" rid="CIT0032">2023</xref>).</p>
</sec>
<sec id="s30010">
<title>Organisational support</title>
<p>Organisational support is defined as the extent to which employees believe that their employer meaningfully considers their well-being and supports their working requisites, such as adequate working infrastructure, conducive working environments, and work-life balance, to mention a few (Bonaiuto et al., <xref ref-type="bibr" rid="CIT0020">2022</xref>). Organisational and management support is important in shaping organisational commitment (Bonaiuto et al., <xref ref-type="bibr" rid="CIT0020">2022</xref>). In a personal capacity, these could also include access to benefits such as hybrid or flexible working arrangements, employee assistance courses, and health and well-being programmes (Hoeven &#x0026; Zoonen, <xref ref-type="bibr" rid="CIT0038">2015</xref>).</p>
</sec>
</sec>
<sec id="s20011">
<title>Outcomes of organisational commitment</title>
<p>Organisational commitment is a critical success factor for organisational productivity (Kumar et al., <xref ref-type="bibr" rid="CIT0050">2019</xref>). Hence, in terms of the outcome of organisational commitment, one should view the overarching objective of organisational commitment as business success (Phuong et al., <xref ref-type="bibr" rid="CIT0075">2023</xref>).</p>
<sec id="s30012">
<title>Enhanced job performance</title>
<p>The most widely accepted outcome of organisational commitment is enhanced job performance. Loan (<xref ref-type="bibr" rid="CIT0054">2020</xref>) identified numerous studies (Porter et al., <xref ref-type="bibr" rid="CIT0079">1974</xref>; Bateman &#x0026; Strasser, <xref ref-type="bibr" rid="CIT0015">1984</xref>; Meyer et al., 2002; Pool &#x0026; Pool, <xref ref-type="bibr" rid="CIT0077">2007</xref>) that found that employees more committed to the organisation usually display superior productivity and performance than their less committed ones This can be attributed to the fact that committed employees are more motivated to work hard, are more engaged in their work, and are less likely to experience burnout (Loan, <xref ref-type="bibr" rid="CIT0054">2020</xref>).</p>
</sec>
<sec id="s30013">
<title>Enhanced job satisfaction</title>
<p>Employees more committed to the organisation are often more satisfied with their duties, thereby enhancing job embeddedness or job satisfaction (Culibrk et al., <xref ref-type="bibr" rid="CIT0031">2018</xref>). This could be attributed to the fact that committed employees are more connected to the organisation and have a greater sense of pride and belonging, thereby possessing greater meaning and value in their work. These optimistic work engagement criteria result in greater work experiences (i.e. greater job satisfaction) (Culibrk et al., <xref ref-type="bibr" rid="CIT0031">2018</xref>).</p>
</sec>
<sec id="s30014">
<title>Increased employee retention rates</title>
<p>Employees more committed to the organisation are less likely to resign (Zhu et al., <xref ref-type="bibr" rid="CIT0096">2022</xref>). Because of the knowledge economy and the reliance on human capital for the success of organisations, particularly in the Fourth Industrial Revolution (4IR), employee retention has been a key focus in organisational and management strategy (Rafique et al., <xref ref-type="bibr" rid="CIT0080">2021</xref>). Hence, it can be observed that organisational commitment is fundamental in the success strategies of modern business. This can also benefit businesses regarding business expenditure, as high turnover rates can be costly, particularly in hiring and training new staff (Kurdi et al., <xref ref-type="bibr" rid="CIT0051">2020</xref>).</p>
</sec>
<sec id="s30015">
<title>Enhanced organisational citizenship behaviour</title>
<p>Organisational citizenship behaviour (OCB), in essence, refers to a set of behaviour patterns shown by employees that may not be rewarded by the company but are advantageous to colleagues and the organisation at large (Ndoja &#x0026; Malekar, <xref ref-type="bibr" rid="CIT0070">2020</xref>). Employees who are more committed to the organisation are more engaging in OCB, and partake in activities that benefit the business by, for example, being involved in additional projects that may not directly relate to their stream of work, assisting colleagues with their duties, serving as an ambassador for the company that helps to promote the organisational effectiveness of the company, to mention a few (Ndoja &#x0026; Malekar, <xref ref-type="bibr" rid="CIT0070">2020</xref>).</p>
</sec>
</sec>
<sec id="s20016">
<title>Work from home and organisational commitment in the coronavirus disease 2019 context</title>
<p>Organisations&#x2019; radical move to remote work, commonly referred to as WFH or telecommuting, has resulted in a series of changes in how businesses operate and how employees engage in their duties (Abilash &#x0026; Siju, <xref ref-type="bibr" rid="CIT0001">2021</xref>). As a result, WFH has led to positive and negative implications for organisational commitment (Anwar et al., <xref ref-type="bibr" rid="CIT0008">2022</xref>).</p>
<p>On a positive note, WFH offers employees a greater sense of autonomy and control in the duties that they are engaged in. As a result of remote working often taking place within the vicinity of employees&#x2019; homes, because of the COVID-19 lockdown, employees have created workspaces conducive to their duties, resulting in enhanced productivity (Anwar et al., <xref ref-type="bibr" rid="CIT0008">2022</xref>). This enhances job satisfaction, as staff have tailored their environments to enhance the span of control over their work (Mohammed et al., <xref ref-type="bibr" rid="CIT0066">2022</xref>). The WFH model has also been found to offer employees greater flexibility and the ability to manage a work-life balance, allowing them to manage their personal lives more effectively (Mohammed et al., <xref ref-type="bibr" rid="CIT0066">2022</xref>). This decreases employee stress and burnout, enhancing worker morale and job satisfaction. Hence, in this instance, WFH positively affected organisational commitment (Abilash &#x0026; Siju, <xref ref-type="bibr" rid="CIT0001">2021</xref>). For example, the academic fraternity of Bangladesh had implemented WFH as a solution to continued teaching and learning among higher education institutions. A study of more than 370 university faculty members of different universities revealed that WFH has positively impacted organisational commitment (and job satisfaction) as WFH fostered better working environments that resulted in greater attachments to their jobs (Ahmed &#x0026; Singh, <xref ref-type="bibr" rid="CIT0004">2023</xref>).</p>
<p>However, WFH also harmed organisational commitment. Work from home is often denoted as a model that results in employees&#x2019; feelings of isolation and disconnection from colleagues and the organisation at large (Yang et al., <xref ref-type="bibr" rid="CIT0094">2022</xref>). Because of WFH, employees are no longer maintaining or having access to the physical relations they once had with colleagues, hence they feel less connected to their peers (Abilash &#x0026; Siju, <xref ref-type="bibr" rid="CIT0001">2021</xref>). Employees may lose out on the social interactions and camaraderie connected with working in an office environment (Lal et al., 2021), which can also decrease organisational commitment. In addition, because of employees no longer having physical interactions with management, for example, there are often feelings of detachment and alienation from the company&#x2019;s vision and goals (ILO, <xref ref-type="bibr" rid="CIT0042">2020</xref>). This could decrease organisational commitment, as staff feel less invested in company goals and less motivated to meaningfully contribute towards its success (NHS England, <xref ref-type="bibr" rid="CIT0069">2020</xref>).</p>
<p>Work from home has also been notorious for lacking clear directives and communication between employees and their immediate managers (ILO, <xref ref-type="bibr" rid="CIT0042">2020</xref>). Managers have experienced difficulty in communicating with employees remotely (ILO, <xref ref-type="bibr" rid="CIT0042">2020</xref>). Furthermore, employees working from home may be less likely to receive criticism and appreciation for their work, contributing to lower organisational commitment levels (Middleton et al., <xref ref-type="bibr" rid="CIT0065">2021</xref>). To mitigate the negative impacts of WFH, companies should devise deliberate strategies to enhance communication and collaboration among employees working from home (ILO, <xref ref-type="bibr" rid="CIT0042">2020</xref>). This could include, but is not limited to, strategies such as regular virtual meetings, programmes that assist employee collaboration, mechanisms to ensure constant feedback on work, and virtual social events, to mention a few (Abilash &#x0026; Siju, <xref ref-type="bibr" rid="CIT0001">2021</xref>).</p>
</sec>
<sec id="s20017">
<title>Socio-demographic variables and organisational commitment</title>
<p>The results of previous studies, before the pandemic, have demonstrated that relationships exist between specific socio-demographic variables (gender, age, marital status, and nature of employment, among others) and organisational commitment; therefore, these and other associations were further explored during WFH within the COVID-19 pandemic in this study.</p>
<p>Previous studies showed that gender may affect organisational commitment. For example, studies conducted by Baba (<xref ref-type="bibr" rid="CIT0012">2017</xref>), Jena (<xref ref-type="bibr" rid="CIT0045">2015</xref>) and Martin and Roodt (<xref ref-type="bibr" rid="CIT0056">2008</xref>) revealed that males showed higher organisational commitment levels than females.</p>
<p>Concerning age, a study by Yucel and Bektas (<xref ref-type="bibr" rid="CIT0095">2012</xref>) discovered a meaningful relationship between age and organisational commitment. Specifically, their study highlighted that age was positively related to commitment, implying that the older the employees, the more committed they are to their organisation, and this was found to be attributed to factors such as job satisfaction and job security. Older employees believed that they had invested more in their careers and felt more secure in their jobs, making it harder to move to another position (Yucel &#x0026; Bektas, <xref ref-type="bibr" rid="CIT0095">2012</xref>, p. 1601). Studies conducted by Anthun and Innstrand (<xref ref-type="bibr" rid="CIT0007">2016</xref>) and Heymann (<xref ref-type="bibr" rid="CIT0037">2010</xref>), confirmed a positive relationship between age and organisational commitment, where older employees demonstrated higher commitment levels. While the study conducted by Baba (<xref ref-type="bibr" rid="CIT0012">2017</xref>) revealed that younger employees demonstrated higher commitment levels.</p>
<p>A study by Tikare (<xref ref-type="bibr" rid="CIT0088">2015</xref>) found that regarding marital status, employees who were married showed higher levels of commitment than their counterparts. The study concluded that marital status should be regarded as an important factor affecting organisational commitment and further added that married individuals have greater financial burdens because of greater family responsibilities; hence, stability in employment is required. Jena&#x2019;s (<xref ref-type="bibr" rid="CIT0045">2015</xref>) research supports Tikare (<xref ref-type="bibr" rid="CIT0088">2015</xref>) by indicating that marital status is positively related to commitment. Two years later, a study by Asrar et al. (<xref ref-type="bibr" rid="CIT0010">2017</xref>) investigated the impact that managerial levels have on organisational commitment. They found that the managerial level was positively linked to organisational commitment where managers displayed lower levels of organisational commitment than non-managerial staff (Asrar et al., <xref ref-type="bibr" rid="CIT0010">2017</xref>).</p>
<p>In conclusion, the alteration to WFH was found to have both positive and negative effects on employee organisational commitment. On the one hand, WFH has led to heightened worker satisfaction and motivation, as employees have more sovereignty and self-control over their work settings, resulting in increased organisation commitment. On the other hand, WFH has led to feelings of separation and detachment, the absence of clear communication, and a break in trust between employees and their immediate managers, leading to decreased organisational commitment.</p>
</sec>
</sec>
<sec id="s0018">
<title>Research design</title>
<sec id="s20019">
<title>Research approach</title>
<p>Four main research approaches are used in academic research: positivism, postpositivism, interpretivism, and critical theory. These approaches serve as an array of beliefs and ideas that shape the study process and advise on experiences and events on how the business world can be observed, measured, and understood (Bryman &#x0026; Bell, <xref ref-type="bibr" rid="CIT0023">2018</xref>). This study utilised the positivistic research approach, which is based on the use of measurable data that allows researchers to analyse and categorise the information obtained through statistical methods and to search for patterns in the collected data and make generalisations about the sample under study (Bryman et al., <xref ref-type="bibr" rid="CIT0024">2021</xref>). This study employed a quantitative research methodology.</p>
</sec>
<sec id="s20020">
<title>Research method</title>
<sec id="s30021">
<title>Research participants</title>
<p>This study&#x2019;s participants comprised of employees from a South African private higher education institution with different employment levels, including managers, faculty, academic and support staff. These personnel were all considered academic personnel as they were directly involved in the academic operations of the institution. Consequently, the target population comprised of 133 academic personnel, 16 managers, 27 faculty members, and 90 support staff. The study employed total population sampling and surveyed the full population based on identified criteria (in this case, academic personnel) (Morse, <xref ref-type="bibr" rid="CIT0067">1991</xref>). A response rate of 79&#x0025; (<italic>N</italic> = 105) was achieved. The socio-demographic information of the sample is displayed in <xref ref-type="table" rid="T0001">Table 1</xref> and discussed in the section on empirical results.</p>
<table-wrap id="T0001">
<label>TABLE 1</label>
<caption><p>Socio-demographic information.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Question</th>
<th valign="top" align="left">Category</th>
<th valign="top" align="center"><italic>N</italic></th>
<th valign="top" align="center">&#x0025;</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" colspan="4"><bold>Biographical information</bold></td>
</tr>
<tr>
<td align="left" rowspan="3">Gender</td>
<td align="left">Female</td>
<td align="center">66</td>
<td align="center">62.9</td>
</tr>
<tr>
<td align="left">Male</td>
<td align="center">38</td>
<td align="center">36.2</td>
</tr>
<tr>
<td align="left">Prefer not to answer</td>
<td align="center">1</td>
<td align="center">1.0</td>
</tr>
<tr>
<td align="left" rowspan="2">Country of residence</td>
<td align="left">South Africa</td>
<td align="center">102</td>
<td align="center">97.0</td>
</tr>
<tr>
<td align="left">Other</td>
<td align="center">3</td>
<td align="center">3.0</td>
</tr>
<tr>
<td align="left" rowspan="2">Nationality</td>
<td align="left">South African</td>
<td align="center">99</td>
<td align="center">94.3</td>
</tr>
<tr>
<td align="left">Other</td>
<td align="center">6</td>
<td align="center">5.7</td>
</tr>
<tr>
<td align="left" rowspan="5">Age (in years)</td>
<td align="left">20&#x2013;29</td>
<td align="center">26</td>
<td align="center">24.8</td>
</tr>
<tr>
<td align="left">30&#x2013;39</td>
<td align="center">52</td>
<td align="center">49.5</td>
</tr>
<tr>
<td align="left">40&#x2013;49</td>
<td align="center">16</td>
<td align="center">15.2</td>
</tr>
<tr>
<td align="left">50&#x2013;59</td>
<td align="center">8</td>
<td align="center">7.6</td>
</tr>
<tr>
<td align="left">60 and older</td>
<td align="center">3</td>
<td align="center">2.9</td>
</tr>
<tr>
<td align="left" rowspan="5">Marital status</td>
<td align="left">Single or not in a relationship</td>
<td align="center">25</td>
<td align="center">25.3</td>
</tr>
<tr>
<td align="left">Unmarried and in a relationship</td>
<td align="center">21</td>
<td align="center">21.2</td>
</tr>
<tr>
<td align="left">Widowed</td>
<td align="center">4</td>
<td align="center">4.0</td>
</tr>
<tr>
<td align="left">Married</td>
<td align="center">47</td>
<td align="center">47.5</td>
</tr>
<tr>
<td align="left">Divorced/separated</td>
<td align="center">2</td>
<td align="center">2.0</td>
</tr>
<tr>
<td align="left" rowspan="5">Highest qualification</td>
<td align="left">High (secondary) school graduate</td>
<td align="center">23</td>
<td align="center">22.3</td>
</tr>
<tr>
<td align="left">Completed technical/vocational training</td>
<td align="center">6</td>
<td align="center">5.8</td>
</tr>
<tr>
<td align="left">College/University degree</td>
<td align="center">43</td>
<td align="center">41.7</td>
</tr>
<tr>
<td align="left">Postgraduate degree</td>
<td align="center">26</td>
<td align="center">25.2</td>
</tr>
<tr>
<td align="left">PhD</td>
<td align="center">5</td>
<td align="center">4.9</td>
</tr>
<tr>
<td align="left" rowspan="6">Tenure at the institution</td>
<td align="left">0&#x2013;6 months</td>
<td align="center">16</td>
<td align="center">15.2</td>
</tr>
<tr>
<td align="left">7&#x2013;12 months</td>
<td align="center">6</td>
<td align="center">5.7</td>
</tr>
<tr>
<td align="left">1&#x2013;2 years</td>
<td align="center">14</td>
<td align="center">13.3</td>
</tr>
<tr>
<td align="left">3&#x2013;5 years</td>
<td align="center">33</td>
<td align="center">31.4</td>
</tr>
<tr>
<td align="left">6&#x2013;10 years</td>
<td align="center">24</td>
<td align="center">22.9</td>
</tr>
<tr>
<td align="left">More than 10 years</td>
<td align="center">12</td>
<td align="center">11.4</td>
</tr>
<tr>
<td align="left" rowspan="4">Nature of employment at the institution</td>
<td align="left">Management</td>
<td align="center">18</td>
<td align="center">17.1</td>
</tr>
<tr>
<td align="left">Academic (i.e., teacher, lecturer, researcher, postdoctoral fellow, etc.)</td>
<td align="center">20</td>
<td align="center">19.0</td>
</tr>
<tr>
<td align="left">Support (i.e., administrative, technical)</td>
<td align="center">49</td>
<td align="center">46.7</td>
</tr>
<tr>
<td align="left">Other</td>
<td align="center">18</td>
<td align="center">17.2</td>
</tr>
<tr>
<td align="left" rowspan="4">Duration working from home since the COVID-19 pandemic started in 2020</td>
<td align="left">0&#x2013;3 months</td>
<td align="center">24</td>
<td align="center">25.0</td>
</tr>
<tr>
<td align="left">4&#x2013;7 months</td>
<td align="center">37</td>
<td align="center">38.5</td>
</tr>
<tr>
<td align="left">8&#x2013;11 months</td>
<td align="center">25</td>
<td align="center">26.0</td>
</tr>
<tr>
<td align="left">12 months and longer</td>
<td align="center">10</td>
<td align="center">10.4</td>
</tr>
<tr>
<td align="left" rowspan="4">Scenario best describes respondents&#x2019; current work situation since the COVID-19 pandemic started in 2020</td>
<td align="left">I have been working from home since the beginning of the pandemic, but come to the office occasionally (i.e. to attend a meeting and at my own discretion).</td>
<td align="center">11</td>
<td align="center">10.8</td>
</tr>
<tr>
<td align="left">I currently work remotely a few days a week as directed by management.</td>
<td align="center">16</td>
<td align="center">15.7</td>
</tr>
<tr>
<td align="left">I am currently working from the office most of the time.</td>
<td align="center">30</td>
<td align="center">29.4</td>
</tr>
<tr>
<td align="left">I am currently working from the office all the time.</td>
<td align="center">45</td>
<td align="center">44.1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>Source</italic>: Adapted from Cassim, N. (<xref ref-type="bibr" rid="CIT0025">2024</xref>). <italic>A work-from-home framework for the South African private higher education institutions</italic>. PhD thesis. North-West University; Cassim, N., Botha, C.J., Botha, D., &#x0026; Bisschoff, C. (<xref ref-type="bibr" rid="CIT0026">2024</xref>). Employee engagement at a private higher education institution during the COVID-19 pandemic. <italic>SA Journal of Human Resource Management/SA,</italic> 22, a2300. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajhrm.v22i0.2300">https://doi.org/10.4102/sajhrm.v22i0.2300</ext-link></p></fn>
<fn><p>COVID-19, coronavirus disease 2019.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s30022">
<title>Measuring instruments</title>
<p>Data from respondents were collected using an online survey instrument. The data collection occurred during the COVID-19 lockdown in late 2021 following the first hard lockdown and when the institution implemented a WFH model that required most personnel to work remotely from their homes (although all staff worked from home during the initial stages of the lockdown, some key personnel had already returned to their offices when the data were collected). The survey instrument consisted of two sections, with the first part including 11 questions on participants&#x2019; demographics such as gender, age, department, years of experience at the organisation, highest education, place of residence, nationality, marital status, employment type, length of time working from home because of the COVID-19 pandemic, and WFH scenario at the time of data collection (see <xref ref-type="table" rid="T0001">Table 1</xref> for the categories used in each variable). To determine employees&#x2019; organisational commitment levels during the WFH period, the revised version of the TCM employee commitment survey (developed and validated by Meyer et al. in <xref ref-type="bibr" rid="CIT0063">1993</xref>) was used as Section B. Section B, therefore, comprised of 18 questions or items, with 6 that determine affective commitment, 6 that determine the continuance commitment of respondents, and 6 items that measure normative commitment. A seven-point Likert scale was used for this section to collect ordinal data (i.e., strongly disagree [1] to strongly agree [7]). All three scales measured inferred Cronbach&#x2019;s alpha coefficients exceeding 0.7, indicating exceptional reliability and internal consistency (Field, <xref ref-type="bibr" rid="CIT0033">2017</xref>).</p>
</sec>
<sec id="s30023">
<title>Data analysis</title>
<p>The data analysis techniques involved analysing data using an array of descriptive, inferential, and multivariate statistical methods using International Business Machine&#x2019;s Statistical Package for the Social Sciences AMOS (version 27) as the statistical software (IBM SPSS, <xref ref-type="bibr" rid="CIT0040">2022</xref>). A confirmatory factor analysis (CFA) assessed the variables&#x2019; validity and representation of the constructs measuring employee commitment. Cronbach&#x2019;s coefficient alpha was used to determine the internal reliability and consistency of the scale used. Descriptive statistics calculated the biographical characteristics of the data. Independent samples <italic>t</italic>-tests and one-way analysis of variance (ANOVA) tests compared the mean scores of the categories for gender, marital status, nature of employment, and WFH scenario) to determine any significant statistical differences between groups (<italic>p</italic> &#x2264; 0.05). Effect sizes measured the magnitude of the differences to determine whether the results were practically significant. Cohen&#x2019;s <italic>d</italic> values measured the effect size: <italic>d</italic> = 0.2 represented a small effect, <italic>d</italic> = 0.5 represented a medium effect, and <italic>d</italic> = 0.8 represented a large effect (Cohen, <xref ref-type="bibr" rid="CIT0030">1988</xref>; Field, <xref ref-type="bibr" rid="CIT0033">2017</xref>). Lastly, Spearman&#x2019;s rank-order correlations evaluated the ordinal scales (age, highest qualification, tenure at the institution, and duration working from home) regarding strength and direction to determine the relationship between the variables and organisational commitment. In addition, the correlations between affective, normative and continuous commitment were measured.</p>
</sec>
</sec>
<sec id="s20024">
<title>Research procedure</title>
<p>All the ethical considerations of research were given due diligence in this study, and the study was categorised as a low-risk study. Institutional approval was formally granted by the institution under study, advising the researcher of permission to conduct the study. Each respondent granted informed consent, as the survey requested the informed consent of respondents before the collection of data. Participants were advised on the study&#x2019;s objective and their rights within the study. In addition, the anonymity and confidentiality of respondents were protected during data collection, analysis of data, and the reporting of findings.</p>
</sec>
<sec id="s20025">
<title>Ethical considerations</title>
<p>An application for full ethical approval was made to the Economic and Management Sciences Research Ethics Committee (EMS-REC) on 25 February 2022. The ethics approval number is NWU-01253-21-A4.</p>
</sec>
</sec>
<sec id="s0026">
<title>Results</title>
<p>The following results are derived from descriptive, inferential, and multivariate analyses.</p>
<sec id="s20027">
<title>Socio-demographic information</title>
<p><xref ref-type="table" rid="T0001">Table 1</xref> displays the socio-demographic information of the participants gathered through the survey.</p>
<p>The descriptive analysis revealed that all the respondents are South Africans. The respondents constituted a young working adult population, where more than 65&#x0025; of respondents were between 20 and 39 years of age. In addition, all personnel surveyed have worked at varying lengths of service at the institution, ranging from 6 months to over 10 years, and most respondents were female (62.9&#x0025;). The sample also represented all employment levels, including managers, academic faculty, and administrative and support staff. The demographic analysis showed that more support than academic staff responded. This could be attributed to South Africa&#x2019;s higher education obligation to maintain a student-to-support staff ratio of 30:1 (Kosie, <xref ref-type="bibr" rid="CIT0048">2022</xref>). Most respondents held a first university or postgraduate degree (72&#x0025;), and just under half (47&#x0025;) were married. All respondents indicated that they had been working from home during the onset of the COVID-19 pandemic, and although some staff (45) had returned to the office all the time, and others (30) partially returned to the office by the time the data were collected, they were still excellently positioned to provide valuable information about their work from home experience. There were no statistical differences (<italic>p</italic> &#x2264; 0.05) between the respondent groups who returned to their offices earlier and those who were still working from home (see <xref ref-type="table" rid="T0005">Table 5</xref>).</p>
</sec>
<sec id="s20028">
<title>Confirmatory factor analyses results of the Three-Component Model of employee commitment</title>
<p>Multivariate statistical analysis, such as CFA, is best suited when the number of factors is known, the data are not overly skewed or subject to kurtosis (preferably below &#x00B1;2; but below &#x00B1;4) and reliable (&#x2265; 0.70), the sample is adequate (&#x2265; 0.70), and suitable sphericity exists (<italic>p</italic> &#x2264; 0.05) (Field, <xref ref-type="bibr" rid="CIT0033">2017</xref>). The data are reliable (Cronbach&#x2019;s &#x03B1; = 0.789) and have acceptable normality statistics (almost all the variables have skewness values above -2; three are above -2.8). The data are marginally negatively skewed at -0.58. All the variables are kurtosed less than +2. The sample is adequate per Kaiser&#x2019;s criterion (KMO = 0.847) and significant as measured by Bartlett&#x2019;s sphericity test. As these conditions were met, this study used CFA to validate the organisational commitment construct&#x2019;s factor structure (affective, normative and continuous commitment) while also determining the model fit of three factors.</p>
<p>In addressing the aim of this study (to measure employees&#x2019; organisational commitment during working from home), this study reports explicitly on the commitment of private higher education employees during working from home. In this regard, the CFA results on the TCM of employee commitment showed that the <italic>p</italic>-value of one of the items in the continuance commitment scale, &#x2018;One of the few negative consequences of leaving this organisation would be the scarcity of available alternatives&#x2019;, was not significant. The item was removed and the CFA was repeated. The results revealed that the three-factor structure (affective, normative and continuous commitment) had a good fit with the data collected from the respondents, as shown in <xref ref-type="fig" rid="F0001">Figure 1</xref>. Six items loaded on affective commitment (ranging from 0.597 to 0.875), six items on normative commitment (ranging from 0.636 to 0.886) and five items on continuous commitment (ranging from 0.204 to 0.879). All of the factor loadings were observed to be statistically meaningful at the 0.05 level.</p>
<fig id="F0001">
<label>FIGURE 1</label>
<caption><p>Confirmatory factor analysis results of the three-component model of employee commitment.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="SAJIP-50-2123-g001.tif"/>
</fig>
<p>It should be observed that item Q13, &#x2018;If I had not already put so much of myself into this organisation, I might consider working elsewhere&#x2019;, had a low factor loading of 0.204. However, the item was retained because of its theoretical importance. Field (<xref ref-type="bibr" rid="CIT0033">2017</xref>, p. 644) recommended that a factor loading of 0.3 is considered significant. In addition, for a sample size of 100 respondents, factor loadings ought to be greater than 0.5 for it to be meaningful. This item is suggested to be omitted from future studies if the factor loading remains below 0.3.</p>
<p>The Cronbach&#x2019;s alpha coefficients of the three scales showed excellent reliability and internal consistency (affective commitment: &#x03B1; = 0.893; normative commitment: &#x03B1; = 0.900; continuous commitment: &#x03B1; = 0.745). Field (<xref ref-type="bibr" rid="CIT0033">2017</xref>) suggests that Cronbach&#x2019;s alpha coefficient should ideally exceed 0.7. The descriptive statistics revealed that the highest mean score was obtained for affective commitment (<italic>M</italic> = 5.19), followed by normative commitment (<italic>M</italic> = 5.05) and continuous commitment (<italic>M</italic> = 3.85) &#x2013; see <xref ref-type="table" rid="T0002">Table 2</xref>.</p>
<table-wrap id="T0002">
<label>TABLE 2</label>
<caption><p>Descriptive statistics of three-component model of employee commitment.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Factor</th>
<th valign="top" align="center"><italic>N</italic></th>
<th valign="top" align="center">Minimum</th>
<th valign="top" align="center">Maximum</th>
<th valign="top" align="center">Mean</th>
<th valign="top" align="center">SD</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" colspan="6"><bold>Descriptive statistics</bold></td>
</tr>
<tr>
<td align="left">Affective commitment</td>
<td align="center">104</td>
<td align="center">1.33</td>
<td align="center">7.00</td>
<td align="center">5.1958</td>
<td align="center">1.35743</td>
</tr>
<tr>
<td align="left">Normative commitment</td>
<td align="center">104</td>
<td align="center">1.00</td>
<td align="center">7.00</td>
<td align="center">5.0590</td>
<td align="center">1.42049</td>
</tr>
<tr>
<td align="left">Continuous commitment</td>
<td align="center">104</td>
<td align="center">2.00</td>
<td align="center">5.00</td>
<td align="center">3.8593</td>
<td align="center">0.60093</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>Source</italic>: Cassim, <italic>N</italic>. (<xref ref-type="bibr" rid="CIT0025">2024</xref>). <italic>A work-from-home framework for the South African private higher education institutions</italic>. PhD thesis. North-West University</p></fn>
<fn><p>SD, standard deviation.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Three goodness-of-model-fit indices evaluated how well the sample data of the study fits the measurement model, namely the Chi-square statistic divided by degrees of freedom (CMIN/<italic>df</italic>), the comparative fit index (CFI), and the root mean square error of approximation (RMSEA). A CMIN/<italic>df</italic> ratio close to 1 is expected for accurate models (Bollen &#x0026; Jackman, <xref ref-type="bibr" rid="CIT0019">1993</xref>). Scores below 1 indicate a poor fit between the sample data and the hypothetical model used (Shadfar &#x0026; Malekmohammadi, <xref ref-type="bibr" rid="CIT0086">2013</xref>). Kline (<xref ref-type="bibr" rid="CIT0047">1998</xref>) suggests that a CMIN/<italic>df</italic> ratio smaller than 3 indicates an acceptable fit, and values closer to 2 are considered a good fit. Shadfar and Malekmohammadi (<xref ref-type="bibr" rid="CIT0086">2013</xref>) also notice that scores between 2 and 5 would be considered an appropriate fit. According to Bentler (<xref ref-type="bibr" rid="CIT0017">1990</xref>), a CFI score of 1 represents a perfect fit, while scores below 0.95 typically indicate a poor fit. Bentler (<xref ref-type="bibr" rid="CIT0017">1990</xref>) and Hair et al. (<xref ref-type="bibr" rid="CIT0035">2010</xref>) suggest that a CFI score greater than 0.9 is a good fit between the sample data and the measurement model. For the RMSEA, a value of 0 indicates a perfect fit, whereas a value less than 0.05 is generally regarded as a good fit. Steiger (<xref ref-type="bibr" rid="CIT0087">1990</xref>) stated that values between 0.05 and 0.08 are acceptable, while values above 0.10 indicate a poor fit. <xref ref-type="table" rid="T0003">Table 3</xref> shows the results of the goodness-of-model-fit indices. From the results, it is evident that the CMIN/<italic>df</italic> (3.465) indicates an acceptable fit, the CFI (0.770) a close fit and the RMSEA (0.154; 0.138 [low]; 0.171 [high]), not a good fit.</p>
<table-wrap id="T0003">
<label>TABLE 3</label>
<caption><p>Goodness-of-model-fit indices for three-component model of employee commitment.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Index</th>
<th valign="top" align="left">Decision rule</th>
<th valign="top" align="left">Author</th>
<th valign="top" align="center">Model score</th>
<th valign="top" align="left">Outcome</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" colspan="5"><bold>Goodness-of-model-fit indices</bold></td>
</tr>
<tr>
<td align="left">CMIN/<italic>df</italic></td>
<td align="left">Close to 1; 3&#x2013;5 still satisfactory</td>
<td align="left">Mueller (<xref ref-type="bibr" rid="CIT0068">1996</xref>)<break/>Paswan (cited by Shadfar and Malekmohammadi, <xref ref-type="bibr" rid="CIT0086">2013</xref>, p. 585)<break/>Bollen and Jackman (<xref ref-type="bibr" rid="CIT0019">1993</xref>)<break/>Kline (<xref ref-type="bibr" rid="CIT0047">1998</xref>)</td>
<td align="center">3.465</td>
<td align="left">Acceptable fit</td>
</tr>
<tr>
<td align="left">CFI</td>
<td align="left">&#x2265; 0.9 (good fit)</td>
<td align="left">Hair et al. (<xref ref-type="bibr" rid="CIT0035">2010</xref>)<break/>Mueller (<xref ref-type="bibr" rid="CIT0068">1996</xref>)<break/>Bentler (<xref ref-type="bibr" rid="CIT0017">1990</xref>)</td>
<td align="center">0.770</td>
<td align="left">Close fit</td>
</tr>
<tr>
<td align="left">RMSEA</td>
<td align="left">0.01 (excellent)<break/>0.05 (good)<break/>0.08 (mediocre)<break/>&#x2264; 0.10 (still satisfactory)</td>
<td align="left">Hu and Bentler (<xref ref-type="bibr" rid="CIT0039">1999</xref>, p. 1)<break/>Blunch (<xref ref-type="bibr" rid="CIT0018">2008</xref>)<break/>Steiger (<xref ref-type="bibr" rid="CIT0087">1990</xref>)<break/>Bentler (<xref ref-type="bibr" rid="CIT0017">1990</xref>)</td>
<td align="center">0.154<break/>[0.138; 0.171]</td>
<td align="left">Not good fit</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>Source</italic>: Cassim, N. (<xref ref-type="bibr" rid="CIT0025">2024</xref>). <italic>A work-from-home framework for the South African private higher education institutions</italic>. PhD thesis. North-West University</p></fn>
<fn><p>CMIN/<italic>df</italic>, Chi-square statistic divided by degrees of freedom; CFI, comparative fit index; RMSEA, root mean square error of approximation.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s20029">
<title>Socio-demographic variables and organisational commitment</title>
<p>The association between the socio-demographic variables (gender, marital status, nature of employment, WFH scenario, age, highest qualification, tenure at the institution, and period working from home) and organisational commitment were explored to provide an understanding of how these variables might have influenced employees&#x2019; organisational commitment during WFH. It is postulated that strong associations could add more value in understanding the employees&#x2019; WFH leadership experience. An independent sample <italic>t</italic>-test was used to determine gender differences in organisational commitment (see <xref ref-type="table" rid="T0004">Table 4</xref>). It is noteworthy that only one respondent preferred not to disclose his or her gender. This response was excluded from the analysis. (It was not analysed individually because it would be impractical to do so.)</p>
<table-wrap id="T0004">
<label>TABLE 4</label>
<caption><p>Association between gender and organisational commitment.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Factor</th>
<th valign="top" align="left" rowspan="2">Gender</th>
<th valign="top" align="center" colspan="2">Group statistics<hr/></th>
<th valign="top" align="center" rowspan="2">SD</th>
<th valign="top" align="center" colspan="2">Independent sample <italic>t</italic>-test<hr/></th>
</tr>
<tr>
<th valign="top" align="center"><italic>N</italic></th>
<th valign="top" align="center">Mean</th>
<th valign="top" align="center"><italic>p</italic></th>
<th valign="top" align="center">Effect size</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" rowspan="2">Affective commitment</td>
<td align="left">Male</td>
<td align="center">38</td>
<td align="center">5.28</td>
<td align="center">1.29</td>
<td align="center">0.776</td>
<td align="center">0.06</td>
</tr>
<tr>
<td align="left">Female</td>
<td align="center">65</td>
<td align="center">5.21</td>
<td align="center">1.33</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left" rowspan="2">Normative commitment</td>
<td align="left">Male</td>
<td align="center">38</td>
<td align="center">5.18</td>
<td align="center">1.40</td>
<td align="center">0.476</td>
<td align="center">0.15</td>
</tr>
<tr>
<td align="left">Female</td>
<td align="center">65</td>
<td align="center">4.97</td>
<td align="center">1.44</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left" rowspan="2">Continuous commitment</td>
<td align="left">Male</td>
<td align="center">37</td>
<td align="center">3.96</td>
<td align="center">0.53</td>
<td align="center">0.302</td>
<td align="center">0.21</td>
</tr>
<tr>
<td align="left">Female</td>
<td align="center">66</td>
<td align="center">3.83</td>
<td align="center">0.60</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>Source</italic>: Cassim, N. (<xref ref-type="bibr" rid="CIT0025">2024</xref>). <italic>A work-from-home framework for the South African private higher education institutions</italic>. PhD thesis. North-West University</p></fn>
<fn><p>Note: <italic>d</italic> = 0.2: small effect size; <italic>d</italic> = 0.5: medium effect size; <italic>d</italic> = 0.8: large effect size.</p></fn>
<fn><p>SD, standard deviation.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The results revealed no significant differences in the mean scores of male and female respondents for affective commitment (<italic>p</italic> = 0.776; <italic>d</italic> = 0.41), normative commitment (<italic>p</italic> = 0.476; <italic>d</italic> = 0.15), and continuous commitment (<italic>p</italic> = 0.302; <italic>d</italic> = 0.21); the effect sizes ranged from small to negligible.</p>
<p>One-way ANOVAs determined significant differences between the population&#x2019;s means of marital status, nature of employment, and WFH scenario on organisational commitment. Effect sizes indicated how meaningful the differences were. The results are reported in <xref ref-type="table" rid="T0005">Table 5</xref>.</p>
<table-wrap id="T0005">
<label>TABLE 5</label>
<caption><p>Association between marital status, nature of employment and work-from-home scenario, and organisational commitment.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Group statistics</th>
<th valign="top" align="left" rowspan="2">Marital status</th>
<th valign="top" align="left">&#x00A0;<hr/></th>
<th valign="top" align="left">&#x00A0;<hr/></th>
<th valign="top" align="left">&#x00A0;<hr/></th>
<th valign="top" align="left">ANOVA<hr/></th>
<th valign="top" align="center" colspan="2">Effect sizes<hr/></th>
</tr>
<tr>
<th valign="top" align="center"><italic>N</italic></th>
<th valign="top" align="center">Mean</th>
<th valign="top" align="center">SD</th>
<th valign="top" align="center"><italic>p</italic></th>
<th valign="top" align="center">A with B and C</th>
<th valign="top" align="center">B with C</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" rowspan="4">Affective commitment</td>
<td align="left">A: Single or not in a relationship</td>
<td align="center">24</td>
<td align="center">5.03</td>
<td align="center">1.38</td>
<td align="center">0.664</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">B: Unmarried and in a relationship/<break/>Widowed/Divorced/<break/>Separated</td>
<td align="center">27</td>
<td align="center">5.32</td>
<td align="center">1.34</td>
<td align="center">-</td>
<td align="center">0.20</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">C: Married</td>
<td align="center">47</td>
<td align="center">5.32</td>
<td align="center">1.30</td>
<td align="center">-</td>
<td align="center">0.21</td>
<td align="center">0.00</td>
</tr>
<tr>
<td align="left"><bold>Total</bold></td>
<td align="center"><bold>98</bold></td>
<td align="center"><bold>5.25</bold></td>
<td align="center"><bold>1.32</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>-</bold></td>
</tr>
<tr>
<td align="left" rowspan="4">Normative commitment</td>
<td align="left">A: Single or not in a relationship</td>
<td align="center">24</td>
<td align="center">4.81</td>
<td align="center">1.40</td>
<td align="center">0.604</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">B: Unmarried and in a relationship/<break/>Widowed/Divorced/<break/>Separated</td>
<td align="center">27</td>
<td align="center">4.98</td>
<td align="center">1.43</td>
<td align="center">-</td>
<td align="center">0.12</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">C: Married</td>
<td align="center">47</td>
<td align="center">5.17</td>
<td align="center">1.49</td>
<td align="center">-</td>
<td align="center">0.24</td>
<td align="center">0.12</td>
</tr>
<tr>
<td align="left"><bold>Total</bold></td>
<td align="center"><bold>98</bold></td>
<td align="center"><bold>5.03</bold></td>
<td align="center"><bold>1.45</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>-</bold></td>
</tr>
<tr>
<td align="left" rowspan="4">Continuous commitment</td>
<td align="left">A: Single or not in a relationship</td>
<td align="center">24</td>
<td align="center">3.64</td>
<td align="center">0.53</td>
<td align="center">0.009</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">B: Unmarried and in a relationship/<break/>Widowed/Divorced/<break/>Separated</td>
<td align="center">27</td>
<td align="center">3.78</td>
<td align="center">0.53</td>
<td align="center">-</td>
<td align="center">0.26</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">C: Married</td>
<td align="center">47</td>
<td align="center">4.05</td>
<td align="center">0.58</td>
<td align="center">-</td>
<td align="center">0.71</td>
<td align="center">0.48</td>
</tr>
<tr>
<td align="left"><bold>Total</bold></td>
<td align="center"><bold>98</bold></td>
<td align="center"><bold>3.88</bold></td>
<td align="center"><bold>0.58</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>-</bold></td>
</tr>
<tr>
<td align="left" colspan="8"><bold>Nature of employment</bold></td>
</tr>
<tr>
<td align="left" rowspan="4">Affective commitment</td>
<td align="left">A: Management</td>
<td align="center">18</td>
<td align="center">5.62</td>
<td align="center">1.10</td>
<td align="center">0.116</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">B: Academic</td>
<td align="center">20</td>
<td align="center">4.71</td>
<td align="center">1.37</td>
<td align="center">-</td>
<td align="center">0.67</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">C: Support</td>
<td align="center">64</td>
<td align="center">5.23</td>
<td align="center">1.41</td>
<td align="center">-</td>
<td align="center">0.28</td>
<td align="center">0.37</td>
</tr>
<tr>
<td align="left"><bold>Total</bold></td>
<td align="center"><bold>102</bold></td>
<td align="center"><bold>5.20</bold></td>
<td align="center"><bold>1.37</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>-</bold></td>
</tr>
<tr>
<td align="left" rowspan="4">Normative commitment</td>
<td align="left">A: Management</td>
<td align="center">18</td>
<td align="center">5.50</td>
<td align="center">1.26</td>
<td align="center">0.035</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">B: Academic</td>
<td align="center">20</td>
<td align="center">4.40</td>
<td align="center">1.47</td>
<td align="center">-</td>
<td align="center">0.75</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">C: Support</td>
<td align="center">64</td>
<td align="center">5.19</td>
<td align="center">1.39</td>
<td align="center">-</td>
<td align="center">0.22</td>
<td align="center">0.54</td>
</tr>
<tr>
<td align="left"><bold>Total</bold></td>
<td align="center"><bold>102</bold></td>
<td align="center"><bold>5.09</bold></td>
<td align="center"><bold>1.41</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>-</bold></td>
</tr>
<tr>
<td align="left" rowspan="4">Continuous commitment</td>
<td align="left">A: Management</td>
<td align="center">18</td>
<td align="center">4.04</td>
<td align="center">0.37</td>
<td align="center">0.046</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">B: Academic</td>
<td align="center">20</td>
<td align="center">4.04</td>
<td align="center">0.53</td>
<td align="center">-</td>
<td align="center">0.00</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">C: Support</td>
<td align="center">64</td>
<td align="center">3.74</td>
<td align="center">0.65</td>
<td align="center">-</td>
<td align="center">0.47</td>
<td align="center">0.47</td>
</tr>
<tr>
<td align="left"><bold>Total</bold></td>
<td align="center"><bold>102</bold></td>
<td align="center"><bold>3.85</bold></td>
<td align="center"><bold>0.60</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>-</bold></td>
</tr>
<tr>
<td align="left" colspan="8"><bold>WFH scenario</bold></td>
</tr>
<tr>
<td align="left" rowspan="4">Affective commitment</td>
<td align="left">A: I have been working from home since the pandemic&#x2019;s beginning, but I come to the office occasionally./I work a few days a week remotely as directed by management.</td>
<td align="center">27</td>
<td align="center">5.32</td>
<td align="center">1.17</td>
<td align="center">0.938</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">B: I am working from the office most of the time.</td>
<td align="center">30</td>
<td align="center">5.27</td>
<td align="center">1.40</td>
<td align="center">-</td>
<td align="center">0.04</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">C: I am working from the office all the time.</td>
<td align="center">44</td>
<td align="center">5.20</td>
<td align="center">1.40</td>
<td align="center">-</td>
<td align="center">0.08</td>
<td align="center">0.05</td>
</tr>
<tr>
<td align="left"><bold>Total</bold></td>
<td align="center"><bold>101</bold></td>
<td align="center"><bold>5.25</bold></td>
<td align="center"><bold>1.33</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>-</bold></td>
</tr>
<tr>
<td align="left" rowspan="4">Normative commitment</td>
<td align="left">A: I have been working from home since the pandemic&#x2019;s beginning, but I come to the office occasionally./I work a few days a week remotely as directed by management.</td>
<td align="center">27</td>
<td align="center">5.14</td>
<td align="center">1.19</td>
<td align="center">0.869</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">B: I am working from the office most of the time.</td>
<td align="center">30</td>
<td align="center">5.00</td>
<td align="center">1.66</td>
<td align="center">-</td>
<td align="center">0.08</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">C: I am working from the office all the time.</td>
<td align="center">44</td>
<td align="center">5.18</td>
<td align="center">1.33</td>
<td align="center">-</td>
<td align="center">0.03</td>
<td align="center">0.10</td>
</tr>
<tr>
<td align="left"><bold>Total</bold></td>
<td align="center"><bold>101</bold></td>
<td align="center"><bold>5.12</bold></td>
<td align="center"><bold>1.39</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>-</bold></td>
</tr>
<tr>
<td align="left" rowspan="4">Continuous commitment</td>
<td align="left">A: I have been working from home since the pandemic&#x2019;s beginning, but I come to the office occasionally./I work a few days a week remotely as directed by management.</td>
<td align="center">27</td>
<td align="center">4.01</td>
<td align="center">0.56</td>
<td align="center">0.245</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">B: I am currently working from the office most of the time.</td>
<td align="center">30</td>
<td align="center">3.75</td>
<td align="center">0.59</td>
<td align="center">-</td>
<td align="center">0.44</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">C: I am currently working from the office all the time.</td>
<td align="center">44</td>
<td align="center">3.90</td>
<td align="center">0.61</td>
<td align="center">-</td>
<td align="center">0.17</td>
<td align="center">0.26</td>
</tr>
<tr>
<td align="left"><bold>Total</bold></td>
<td align="center"><bold>101</bold></td>
<td align="center"><bold>3.88</bold></td>
<td align="center"><bold>0.59</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>Source</italic>: Cassim, N. (<xref ref-type="bibr" rid="CIT0025">2024</xref>). <italic>A work-from-home framework for the South African private higher education institutions</italic>. PhD thesis. North-West University</p></fn>
<fn id="TFN0001"><label>&#x002A;</label><p>SD, Standard deviation; ANOVA, analysis of variance; <italic>d</italic> = 0.2: small effect size; <italic>d</italic> = 0.5: medium effect size; <italic>d</italic> = 0.8: large effect size.</p></fn>
<fn><p>WFH, work from home.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The results of the ANOVA revealed significant differences between the marital status categories for continuous commitment (<italic>p</italic> = 0.009), where the respondents that were Married (<italic>M</italic> = 4.05) scored higher on continuous commitment than the respondents that were Single or not in a relationship (<italic>M</italic> = 3.64; <italic>d</italic> = 0.71) and that are unmarried and in a relationship/Widowed/Divorced/Separated (<italic>M</italic> = 3.78; <italic>d</italic> = 0.48); the effect was medium to large.</p>
<p>Regarding the nature of employment, the ANOVA revealed significant differences between the categories for normative (<italic>p</italic> = 0.35) and continuous commitment (<italic>p</italic> = 0.046). The management (<italic>M</italic> = 5.50) respondents scored higher on normative commitment than the academic (<italic>M</italic> = 4.40; <italic>d</italic> = 0.75) and support (<italic>M</italic> = 5.19; <italic>d</italic> = 0.22) staff respondents; the effects were large and small, respectively. Furthermore, the support staff (<italic>M</italic> = 3.74) respondents scored lower on continuous commitment than the management (<italic>M</italic> = 4.04; <italic>d</italic> = 0.0.47) and academic (<italic>M</italic> = 4.04; <italic>d</italic> = 0.47) staff respondents; the effects were medium.</p>
<p>The ANOVA results indicated no significant differences between the categories of WFH situation; the p-values for all three factors were above 0.05. However, for continuous commitment, Cohen&#x2019;s d-value showed a difference between respondents working a few days remotely (<italic>M</italic> = 4.01) and those working at the office most of the time (<italic>M</italic> = 3.75; <italic>d</italic> = 0.44); the effect was medium. A small difference was also evident between respondents working from the office all the time (<italic>M</italic> = 3.90) and those working at the office most of the time (<italic>M</italic> = 3.75; <italic>d</italic> = 0.26); the effect was small.</p>
<p><xref ref-type="table" rid="T0006">Table 6</xref> presents Spearman&#x2019;s rank-order correlation test results to determine the monotonic relationship between organisational commitment and age, highest qualification, years working at the university, and duration of working from home. Spearman&#x2019;s rank order correlation coefficient (or Spearman&#x2019;s rho) is a non-parametric statistic used when there is doubt that the data are not normally distributed (Field, <xref ref-type="bibr" rid="CIT0033">2017</xref>). In addition, it &#x2018;can be used for ordinal data, and is relatively robust to outliers&#x2019; (Schober et al., <xref ref-type="bibr" rid="CIT0083">2018</xref>, p. 1763).</p>
<table-wrap id="T0006">
<label>TABLE 6</label>
<caption><p>Correlation of age, highest qualification, years working at the university and duration working from home with organisational commitment.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Factor</th>
<th valign="top" align="left">Correlation statistics</th>
<th valign="top" align="center">Age</th>
<th valign="top" align="center">Highest qualification</th>
<th valign="top" align="center">Years working at the university</th>
<th valign="top" align="center">Duration working from home since the COVID-19 pandemic started in 2020</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" rowspan="3">Affective commitment</td>
<td align="left">Correlation coefficient</td>
<td align="center">0.14</td>
<td align="center">0.06</td>
<td align="center">&#x2212;0.021</td>
<td align="center">&#x2212;0.046</td>
</tr>
<tr>
<td align="left">Sig. (2-tailed)</td>
<td align="center">0.17</td>
<td align="center">0.57</td>
<td align="center">0.834</td>
<td align="center">0.657</td>
</tr>
<tr>
<td align="left"><italic>N</italic></td>
<td align="center">104.00</td>
<td align="center">103.00</td>
<td align="center">104</td>
<td align="center">95</td>
</tr>
<tr>
<td align="left" rowspan="3">Normative commitment</td>
<td align="left">Correlation coefficient</td>
<td align="center">0.12</td>
<td align="center">&#x2212;0.03</td>
<td align="center">&#x2212;0.036</td>
<td align="center">&#x2212;0.025</td>
</tr>
<tr>
<td align="left">Sig. (2-tailed)</td>
<td align="center">0.23</td>
<td align="center">0.76</td>
<td align="center">0.716</td>
<td align="center">0.811</td>
</tr>
<tr>
<td align="left"><italic>N</italic></td>
<td align="center">104.00</td>
<td align="center">103.00</td>
<td align="center">104</td>
<td align="center">95</td>
</tr>
<tr>
<td align="left" rowspan="3">Continuous commitment</td>
<td align="left">Correlation coefficient</td>
<td align="center">0.411<xref ref-type="table-fn" rid="TFN0002">&#x002A;&#x002A;</xref></td>
<td align="center">0.11</td>
<td align="center">0.160</td>
<td align="center">&#x2212;0.020</td>
</tr>
<tr>
<td align="left">Sig. (2-tailed)</td>
<td align="center">0.00</td>
<td align="center">0.26</td>
<td align="center">0.105</td>
<td align="center">0.844</td>
</tr>
<tr>
<td align="left"><italic>N</italic></td>
<td align="center">104.00</td>
<td align="center">102.00</td>
<td align="center">104</td>
<td align="center">95</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>Source</italic>: Cassim, N. (<xref ref-type="bibr" rid="CIT0025">2024</xref>). <italic>A work-from-home framework for the South African private higher education institutions</italic>. PhD thesis. North-West University</p></fn>
<fn><p>COVID-19, coronavirus disease 2019.</p></fn>
<fn id="TFN0002"><label>&#x002A;&#x002A;</label><p>, Correlation is significant at the 0.01 level (2-tailed).</p></fn>
<fn><p>(a) small effect: <italic>r</italic> = 0.1, (b) medium effect: <italic>r</italic> = 0.3 and (c) large effect: <italic>r</italic> &#x003E; 0.5.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The results of Spearman&#x2019;s rank-order correlation test revealed a medium positive correlation between age and continuous commitment (<italic>p</italic> = 0.00, <italic>r</italic> = 0.411), indicating that the older the employees, the greater they displayed a continuous commitment to the organisation.</p>
</sec>
<sec id="s20030">
<title>Correlations between affective, normative and continuous commitment</title>
<p><xref ref-type="table" rid="T0007">Table 7</xref> displays the results of Spearman&#x2019;s rank order correlation test to establish the monotonic relationship between affective, normative, and continuous commitment.</p>
<table-wrap id="T0007">
<label>TABLE 7</label>
<caption><p>Correlation between affective, normative and continuous commitment.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Factor</th>
<th valign="top" align="left">Correlation statistics</th>
<th valign="top" align="center">Affective commitment</th>
<th valign="top" align="center">Normative commitment</th>
<th valign="top" align="center">Continuous commitment</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" rowspan="3">Affective commitment</td>
<td align="left">Correlation coefficient</td>
<td align="center">1.000</td>
<td align="center">0.802<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;</xref></td>
<td align="center">0.444<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">Sig. (2-tailed)</td>
<td align="center">-</td>
<td align="center">0.000</td>
<td align="center">0.000</td>
</tr>
<tr>
<td align="left"><italic>N</italic></td>
<td align="center">104</td>
<td align="center">104</td>
<td align="center">103</td>
</tr>
<tr>
<td align="left" rowspan="3">Normative commitment</td>
<td align="left">Correlation coefficient</td>
<td align="center">0.802<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;</xref></td>
<td align="center">1.000</td>
<td align="center">0.380<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">Sig. (2-tailed)</td>
<td align="center">0.000</td>
<td align="center">-</td>
<td align="center">0.000</td>
</tr>
<tr>
<td align="left"><italic>N</italic></td>
<td align="center">104</td>
<td align="center">104</td>
<td align="center">103</td>
</tr>
<tr>
<td align="left" rowspan="3">Continuous commitment</td>
<td align="left">Correlation coefficient</td>
<td align="center">0.444<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;</xref></td>
<td align="center">0.380<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;</xref></td>
<td align="center">1.000</td>
</tr>
<tr>
<td align="left">Sig. (2-tailed)</td>
<td align="center">0.000</td>
<td align="center">0.000</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"><italic>N</italic></td>
<td align="center">103</td>
<td align="center">103</td>
<td align="center">104</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>Source</italic>: Cassim, N. (<xref ref-type="bibr" rid="CIT0025">2024</xref>). <italic>A work-from-home framework for the South African private higher education institutions</italic>. PhD thesis. North-West University</p></fn>
<fn id="TFN0003"><label>&#x002A;&#x002A;</label><p>, Correlation is significant at the 0.01 level (2-tailed).</p></fn>
<fn><p>(a) small effect: <italic>r</italic> = 0.1, (b) medium effect: <italic>r</italic> = 0.3 and (c) large effect: <italic>r</italic> &#x003E; 0.5.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The Spearman&#x2019;s rank order correlation revealed significant medium to large positive correlations between affective commitment and normative (<italic>p</italic> = 0.00; <italic>r</italic> = 0.802) and continuous (<italic>p</italic> = 0.00; <italic>r</italic> = 0.444) commitment. This means that as employees displayed more affective commitment to their organisation (i.e., employees stay because they want to), they tended to stay longer within their jobs because of the associated cost of leaving (i.e., continuous commitment) as well as because it was believed to be the morally correct thing to do (i.e., normative commitment). In addition, a medium positive correlation was found between continuous commitment and normative commitment (<italic>p</italic> = 0.00; <italic>r</italic> = 0.380), indicating that as employees remained in their jobs because of the associated cost of leaving, they also remained in their portfolios because they felt they ought to.</p>
</sec>
</sec>
<sec id="s0031">
<title>Discussion</title>
<sec id="s20032">
<title>Outline of the results</title>
<p>The study set out to determine the influence of WFH on the organisational commitment of academic personnel within private higher education in South Africa.</p>
<p>The CFA confirmed the three-factor structure of the TCM of employee commitment. The goodness-of-fit indices suggested that the measurement model fit the sample data reasonably well (CMIN/<italic>df</italic> = Acceptable Fit, CFI = Close Fit, RMSEA = Not good fit). The Cronbach&#x2019;s alpha coefficients of the three scales showed excellent reliability and internal consistency.</p>
<p>Based on the descriptive statistical analysis, it was observed that the respondents demonstrated relatively high levels of affective (<italic>M</italic> = 5.19) and normative (<italic>M</italic> = 5.05) commitment during the WFH period; the mean scores were above the scale midpoint. This implies that, on average, all academic personnel feel a sense of moral obligation towards the organisation as they believe that remaining in their post is the right thing to do (i.e., normative commitment). They possess an emotional attachment to the institution as they are encouraged by their role within the institution (i.e. affective commitment). However, they were neutral on continuous commitment (<italic>M</italic> = 3.85), implying that they do not strongly believe their resignation would negatively affect the institution. Generally, the results showed that the respondents could adapt to the changes brought about by the WFH model, despite the significant and sudden disruptions in their usual work environment. The results suggest that the respondents could thrive and maintain acceptable levels of commitment despite the challenges of the COVID-19 pandemic and the anxiety surrounding the WFH model. This view was also supported by recent studies conducted by Anwar et al. (<xref ref-type="bibr" rid="CIT0008">2022</xref>, p. 195), Abilash and Siju (<xref ref-type="bibr" rid="CIT0001">2021</xref>, p. 5) and Ahmed and Singh (<xref ref-type="bibr" rid="CIT0004">2023</xref>) during the COVID-19 pandemic among employees working in higher education as referred to in the literature review. Additionally, Javadian et al. (<xref ref-type="bibr" rid="CIT0044">2019</xref>) conducted a study among new mothers in the United States (US), Australia and the United Kingdom (UK) who worked from home during the COVID-19 pandemic and found that there is a direct relationship between WFH and their organisational commitment, as WFH has played a mediating role in occupational stress and job satisfaction (Javadian et al., <xref ref-type="bibr" rid="CIT0044">2019</xref>, pp. 24&#x2013;26). Their study concludes that mothers, particularly new mothers, will remain committed to their roles within organisations during WFH and display effort towards achieving the organisation&#x2019;s goals (Javadian et al., <xref ref-type="bibr" rid="CIT0044">2019</xref>, pp. 24&#x2013;26).</p>
<p>The comparative statistical tests including <italic>t</italic>-tests, ANOVAs, effect sizes and Spearman&#x2019;s rank-order correlation, showed that the organisational commitment levels of academic personnel were influenced by age, marital status and nature of employment.</p>
<p>Regarding age, the results found a medium positive correlation between age and continuous commitment. This means that the older the employees, the more they remain within the organisation as they believe they have invested considerable time and energy. Their resignation would be a significant cost to the company. Yucel and Bektas (<xref ref-type="bibr" rid="CIT0095">2012</xref>) also found a strong relationship between age and organisational commitment. Specifically, age was positively related to commitment, where older employees displayed higher levels of commitment than younger employees. These researchers emphasised that the relationship between age and commitment was mediated by job satisfaction and job security, proposing that older employees felt more supported and secure in their jobs, felt more invested as they have served longer tenures and believed it would be difficult to move to another job, resulting in higher levels of organisational commitment (Yucel &#x0026; Bektas, <xref ref-type="bibr" rid="CIT0095">2012</xref>, p. 1601). The results were also supported by Anthun and Innstrand (<xref ref-type="bibr" rid="CIT0007">2016</xref>) and Heymann (<xref ref-type="bibr" rid="CIT0037">2010</xref>).</p>
<p>Concerning marital status, the study results indicated that the married respondents scored higher on continuous commitment than those who belonged to the other marital status categories. This means that married academic personnel, like older employees discussed above, were more inclined to remain within their jobs as they believed their resignation would impact the organisation considerably. This result concurs with a study conducted by Tikare (<xref ref-type="bibr" rid="CIT0088">2015</xref>), which discovered that employees in a marriage displayed higher levels of commitment than their unmarried colleagues and emphasised that marital status should be considered as a consistent predictor of organisational commitment (Tikare, <xref ref-type="bibr" rid="CIT0088">2015</xref>, p. 21). Tikare (<xref ref-type="bibr" rid="CIT0088">2015</xref>) explained that this could be attributed to the fact that those who are in marriage show greater degrees of work maturity as they may have greater financial burdens because of greater family responsibilities. Hence, employment stability is required, thereby enhancing employees&#x2019; organisational commitment (Tikare, <xref ref-type="bibr" rid="CIT0088">2015</xref>, p. 21).</p>
<p>With regard to the nature of employment, the management staff scored higher on normative and continuous commitment than the academic and support staff, implying that management staff have a perceived responsibility as they believe that leaving the organisation would negatively impact the organisation (i.e., continuous commitment), as well as remain within their portfolios because they think it is the morally correct thing to do as they have built a sense of compulsion towards the organisation (i.e., normative commitment). While no study could be found to support this result specifically, a study conducted by Asrar et al. (<xref ref-type="bibr" rid="CIT0010">2017</xref>) explored the effect that different job positions have on organisational commitment and found that managers showed lower levels of organisational commitment than non-managerial staff, indicating that job positions (managerial position specifically), is negatively correlated to organisational commitment, which opposes the finding of this study (Asrar et al., <xref ref-type="bibr" rid="CIT0010">2017</xref>, p. 61).</p>
<p>In conclusion, the empirical results of this study revealed that all academic personnel displayed acceptable levels of affective and normative commitment while being more neutral on their levels of continuous commitment. Generally, the results indicated that academic personnel could adapt to the radical change by WFH and maintain their commitment to the institution. The comparison tests, however, did reveal differences among the various demographics, particularly age, marital status and nature of employment regarding the commitment of academic personnel.</p>
</sec>
<sec id="s20033">
<title>Practical implications</title>
<p>The study contributes to the body of knowledge regarding organisational commitment within a WFH context in private higher education by understanding how flexible work arrangements such as WFH may affect employees&#x2019; commitment. The study&#x2019;s findings can be used, in particular, by the private higher education institution under investigation to inform workplace policies to support organisational commitment.</p>
</sec>
<sec id="s20034">
<title>Limitations</title>
<p>The study is focussed on a single private higher education institution within South Africa. While the findings could indicate how WFH affects organisational commitment within private higher education in South Africa, the study cannot be expanded to higher education in South Africa, nor can it be generalised to higher education globally.</p>
</sec>
<sec id="s20035">
<title>Recommendations</title>
<p>Based on the literature review and empirical findings, the following recommendations are suggested:</p>
<list list-type="bullet">
<list-item><p>The COVID-19 pandemic has significantly changed workplace arrangements and practices globally to allow for remote and hybrid work models and flexible schedules. Therefore, it is recommended that research be expanded to include other local and global private higher educational institutions to allow for comparisons between the different institutions regarding WFH (and/or remote and/or hybrid work) and organisational commitment.</p></list-item>
<list-item><p>Future research can explore the relationship between additional variables, such as organisational support, job satisfaction, employee well-being, and organisational commitment, during flexible workplace arrangements and practices such as WFH.</p></list-item>
<list-item><p>A mixed-methods approach can be explored to provide a more comprehensive understanding of the variables influencing organisational commitment during flexible workplace arrangements and practices such as WFH.</p></list-item>
<list-item><p>The literature review found that leadership, organisational support, and job satisfaction, among other factors, are critical in enhancing organisational commitment.</p></list-item>
</list>
</sec>
</sec>
<sec id="s0036">
<title>Conclusion</title>
<p>In conclusion, the COVID-19 pandemic has brought about many challenges to the workplace, with the WFH model being one of the most significant changes for academic personnel working in the private higher education space in South Africa. However, while studies have shown that WFH has created a series of challenges, thus impacting aspects of work dynamics of employees, this study has shown that the organisational commitment levels of academic personnel were sustained, specifically affective (thus, they want to stay in the organisation) and normative (because they feel they ought to stay in the organisation) commitment, even during the WFH arrangement implemented by private higher education. Based on the literature review, it might be attributed to the support received by the institution, such as social support, job resources, job satisfaction, communication, and other organisational support.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>The researcher gratefully acknowledges the institution under investigation, its personnel, and their participation in this study. This article is based on the author&#x2019;s thesis entitled &#x2018;A work-from-home framework for the South African private higher education institutions&#x2019; towards the degree of Doctor of Philosophy in Business Administration in the NWU Business School, North-West University, South Africa. Degree will be conferred on 30 April 2024, with supervisors Professor C.J. Botha, Professor C.A. Bisschoff and Professor D. Botha. The thesis is not yet published.</p>
<sec id="s20037" sec-type="COI-statement">
<title>Competing interests</title>
<p>The authors declare that they have no financial or personal relationship(s) that may have inappropriately influenced them in writing this article.</p>
</sec>
<sec id="s20038">
<title>Authors&#x2019; contributions</title>
<p>N.C. performed the literature review, empirical study and article write-up. C.J.B., D.B. and C.B. supervised the study and contributed towards the article&#x2019;s study design and reviewed the article.</p>
</sec>
<sec id="s20039" sec-type="data-availability">
<title>Data availability</title>
<p>The data supporting this study&#x2019;s results are available on request from the author, C. Bisschoff.</p>
</sec>
<sec id="s20040">
<title>Disclaimer</title>
<p>The views and opinions expressed in this article are those of the authors and are the product of professional research. It does not necessarily reflect the official policy or position of any affiliated institution, funder, agency, or that of the publisher. The authors are responsible for this article&#x2019;s results, findings, and content.</p>
</sec>
</ack>
<ref-list id="references">
<title>References</title>
<ref id="CIT0001"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Abilash</surname>, <given-names>K.M</given-names></string-name>., &#x0026; <string-name><surname>Siju</surname>, <given-names>N.M</given-names></string-name></person-group>. (<year>2021</year>). <article-title>Telecommuting: An empirical study on job performance, job and employees&#x2019; commitment during pandemic circumstances</article-title>. <source><italic>Shanlax International Journal of Management</italic></source>, <volume>8</volume>(<issue>3</issue>), <fpage>1</fpage>&#x2013;<lpage>10</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.34293/management.v8i3.3547">https://doi.org/10.34293/management.v8i3.3547</ext-link></comment></mixed-citation></ref>
<ref id="CIT0002"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Abun</surname>, <given-names>D</given-names></string-name>., <string-name><surname>Jean</surname>, <given-names>G</given-names></string-name>., &#x0026; <string-name><surname>Basilio</surname>, <given-names>Q</given-names></string-name></person-group>. (<year>2023</year>). <article-title>The effect of workplace relationship on job satisfaction of employees</article-title>. <source><italic>International Journal of Management and Humanities</italic></source>, <volume>2</volume>(<issue>1</issue>), <fpage>102</fpage>&#x2013;<lpage>119</lpage>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://hal.science/hal-04048802">https://hal.science/hal-04048802</ext-link></comment></mixed-citation></ref>
<ref id="CIT0003"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Adams</surname>, <given-names>B.G</given-names></string-name>., <string-name><surname>Meyers</surname>, <given-names>M.C</given-names></string-name>., &#x0026; <string-name><surname>Sekaja</surname>, <given-names>L</given-names></string-name></person-group>. (<year>2020</year>). <article-title>Positive leadership: Relationships with employee inclusion, discrimination, and well-being</article-title>. <source><italic>Applied Psychology: An International Review</italic></source>, <volume>69</volume>(<issue>4</issue>), <fpage>1145</fpage>&#x2013;<lpage>1173</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/apps.12230">https://doi.org/10.1111/apps.12230</ext-link></comment></mixed-citation></ref>
<ref id="CIT0004"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ahmed</surname>, <given-names>S</given-names></string-name>., &#x0026; <string-name><surname>Singh</surname>, <given-names>S</given-names></string-name></person-group>. (<year>2023</year>). <article-title>Work from home during pandemic: Commitment, work stress and job satisfaction among university teachers in Bangladesh</article-title>. <source><italic>The IUP Journal of Organizational Behavior</italic></source>, <volume>22</volume>(<issue>2</issue>), <fpage>58</fpage>&#x2013;<lpage>85</lpage>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.proquest.com/openview/1907d39fe9fb0cbdafdd8a5df2c5feaf/1.pdf?pq-origsite=gscholar&#x0026;cbl=2029985">https://www.proquest.com/openview/1907d39fe9fb0cbdafdd8a5df2c5feaf/1.pdf?pq-origsite=gscholar&#x0026;cbl=2029985</ext-link></comment></mixed-citation></ref>
<ref id="CIT0005"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>AL-Jabari</surname>, <given-names>B</given-names></string-name>., &#x0026; <string-name><surname>Ghazzawi</surname>, <given-names>I</given-names></string-name></person-group>. (<year>2019</year>). <article-title>Organizational commitment: A review of the conceptual and empirical literature and a research agenda</article-title>. <source><italic>International Leadership Journal</italic></source>, <volume>11</volume>(<issue>1</issue>), <fpage>78</fpage>&#x2013;<lpage>119</lpage>.</mixed-citation></ref>
<ref id="CIT0006"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Allen</surname>, <given-names>N.J</given-names></string-name>., &#x0026; <string-name><surname>Meyer</surname>, <given-names>J.P</given-names></string-name></person-group>. (<year>1990</year>). <article-title>The measurement and antecedents of affective, continuance, and normative commitment to the organization</article-title>. <source><italic>Journal of Occupational Psychology</italic></source>, <volume>63</volume>(<issue>1</issue>), <fpage>1</fpage>&#x2013;<lpage>8</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/j.2044-8325.1990.tb00506.x">https://doi.org/10.1111/j.2044-8325.1990.tb00506.x</ext-link></comment></mixed-citation></ref>
<ref id="CIT0007"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Anthun</surname>, <given-names>K.S</given-names></string-name>., &#x0026; <string-name><surname>Innstrand</surname>, <given-names>S.T</given-names></string-name></person-group>. (<year>2016</year>). <article-title>The predictive value of job demands and resources on the meaning of work and organisational commitment across different age groups in the higher education sector</article-title>. <source><italic>Journal of Higher Education Policy and Management</italic></source>, <volume>38</volume>(<issue>1</issue>), <fpage>53</fpage>&#x2013;<lpage>67</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/1360080X.2015.1126890">https://doi.org/10.1080/1360080X.2015.1126890</ext-link></comment></mixed-citation></ref>
<ref id="CIT0008"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Anwar</surname>, <given-names>R</given-names></string-name>., <string-name><surname>Maharvi</surname>, <given-names>M.W</given-names></string-name>., &#x0026; <string-name><surname>Kumar</surname>, <given-names>A</given-names></string-name></person-group>. (<year>2022</year>). <article-title>Impact of work from home on organizational commitment: The moderating role of emotional intelligence</article-title>. <source><italic>Review of Applied Management and Social Sciences (RAMSS)</italic></source>, <volume>5</volume>(<issue>2</issue>), <fpage>194</fpage>&#x2013;<lpage>205</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.47067/ramss.v5i2.227">https://doi.org/10.47067/ramss.v5i2.227</ext-link></comment></mixed-citation></ref>
<ref id="CIT0009"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ariani</surname>, <given-names>D.W</given-names></string-name></person-group>. (<year>2013</year>). <article-title>The relationship between employee engagement, organisational citizenship behaviour and counterproductive work behaviour</article-title>. <source><italic>International Journal of Business Administration</italic></source>, <volume>4</volume>(<issue>2</issue>), <fpage>46</fpage>&#x2013;<lpage>56</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5430/ijba.v4n2p46">https://doi.org/10.5430/ijba.v4n2p46</ext-link></comment></mixed-citation></ref>
<ref id="CIT0010"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Asrar</surname>, <given-names>Z</given-names></string-name>., <string-name><surname>Ilyas</surname>, <given-names>T</given-names></string-name>., &#x0026; <string-name><surname>Aslam</surname>, <given-names>M.A</given-names></string-name></person-group>. (<year>2017</year>). <article-title>Impact of job tenure and managerial position on employee&#x2019;s organizational commitment: Evidence from NGOs of KPK-Pakistan</article-title>. <source><italic>Industrial Engineering Letters</italic></source>, <volume>7</volume>, <fpage>59</fpage>&#x2013;<lpage>62</lpage>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://core.ac.uk/download/pdf/234685614.pdf">https://core.ac.uk/download/pdf/234685614.pdf</ext-link></comment></mixed-citation></ref>
<ref id="CIT0011"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Aziri</surname>, <given-names>B</given-names></string-name></person-group>. (<year>2011</year>). <article-title>Job satisfaction: A literature review</article-title>. <source><italic>Management Research and Practice</italic></source>, <volume>3</volume>(<issue>4</issue>), <fpage>77</fpage>&#x2013;<lpage>86</lpage>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://mrp.ase.ro/no34/f7.pdf">https://mrp.ase.ro/no34/f7.pdf</ext-link></comment></mixed-citation></ref>
<ref id="CIT0012"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Baba</surname>, <given-names>M.M</given-names></string-name></person-group>. (<year>2017</year>). <article-title>Emotional intelligence, organizational commitment, and job satisfaction: A study of higher learning institutions</article-title>. <source><italic>Amity Global Business Review</italic></source>, <fpage>51</fpage>&#x2013;<lpage>61</lpage>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.researchgate.net/publication/323265841_Emotional_intelligence_organizational_commitment_and_job_satisfaction_An_empirical_study_in_institutions_of_higher_learning">https://www.researchgate.net/publication/323265841_Emotional_intelligence_organizational_commitment_and_job_satisfaction_An_empirical_study_in_institutions_of_higher_learning</ext-link></comment></mixed-citation></ref>
<ref id="CIT0013"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Bakhsi</surname>, <given-names>A</given-names></string-name>., <string-name><surname>Sharma</surname>, <given-names>A.D</given-names></string-name>., &#x0026; <string-name><surname>Kumar</surname>, <given-names>K</given-names></string-name></person-group>. (<year>2011</year>). <article-title>Organizational commitment as predictor of organizational citizenship behavior</article-title>. <source><italic>European Journal of Business and Management</italic></source>, <volume>3</volume>(<issue>4</issue>), <fpage>78</fpage>&#x2013;<lpage>87</lpage>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://core.ac.uk/download/pdf/234624049.pdf">https://core.ac.uk/download/pdf/234624049.pdf</ext-link></comment></mixed-citation></ref>
<ref id="CIT0014"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Bakti</surname>, <given-names>R</given-names></string-name>., &#x0026; <string-name><surname>Hartono</surname>, <given-names>S</given-names></string-name></person-group>. (<year>2022</year>). <article-title>The influence of transformational leadership and work discipline on the work performance of education service employees</article-title>. <source><italic>Multicultural Education</italic></source>, <volume>8</volume>(<issue>01</issue>), <fpage>109</fpage>&#x2013;<lpage>125</lpage>.</mixed-citation></ref>
<ref id="CIT0015"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Bateman</surname>, <given-names>T</given-names></string-name>. &#x0026; <string-name><surname>Strasser</surname>, <given-names>S</given-names></string-name></person-group>. (<year>1984</year>). <article-title>A longitudinal analysis of the antecedents of organizational commitment</article-title>. <source><italic>Academy of Management Journal</italic></source>, <volume>21</volume>, <fpage>95</fpage>&#x2013;<lpage>112</lpage>.</mixed-citation></ref>
<ref id="CIT0016"><mixed-citation publication-type="thesis"><person-group person-group-type="author"><string-name><surname>Benjamin</surname>, <given-names>L</given-names></string-name></person-group>. (<year>2020</year>). <source><italic>Achieving the dream through a screen: Exploring employee engagement and commitment in virtual environments</italic></source>. <comment>Master&#x2019;s dissertation</comment>, <publisher-name>University of Pennsylvania</publisher-name>.</mixed-citation></ref>
<ref id="CIT0017"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Bentler</surname>, <given-names>P.M</given-names></string-name></person-group>. (<year>1990</year>). <article-title>Comparative fit indices in structural models</article-title>. <source><italic>Psychological Bulletin</italic></source>, <volume>107</volume>(<issue>2</issue>), <fpage>238</fpage>&#x2013;<lpage>246</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1037//0033-2909.107.2.238">https://doi.org/10.1037//0033-2909.107.2.238</ext-link></comment></mixed-citation></ref>
<ref id="CIT0018"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Blunch</surname>, <given-names>N.J</given-names></string-name></person-group>. (<year>2008</year>). <source><italic>Introduction to structural equation modelling using SPSS and AMOS</italic></source>. <publisher-name>Sage</publisher-name>.</mixed-citation></ref>
<ref id="CIT0019"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Bollen</surname>, <given-names>K.A</given-names></string-name>., &#x0026; <string-name><surname>Jackman</surname>, <given-names>R.W</given-names></string-name></person-group>. (<year>1993</year>). <source><italic>Testing structural equation models</italic></source>. <publisher-name>Sage</publisher-name>.</mixed-citation></ref>
<ref id="CIT0020"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Bonaiuto</surname>, <given-names>F</given-names></string-name>., <string-name><surname>Fantinelli</surname>, <given-names>S</given-names></string-name>., <string-name><surname>Milani</surname>, <given-names>A</given-names></string-name>., <string-name><surname>Cortini</surname>, <given-names>M</given-names></string-name>., <string-name><surname>Vitiello</surname>, <given-names>M.C</given-names></string-name>., &#x0026; <string-name><surname>Bonaiuto</surname>, <given-names>M</given-names></string-name></person-group>. (<year>2022</year>). <article-title>Perceived organizational support and work engagement: The role of psychosocial variables</article-title>. <source><italic>Journal of Workplace Learning</italic></source>, <volume>34</volume>(<issue>5</issue>), <fpage>418</fpage>&#x2013;<lpage>436</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1108/JWL-11-2021-0140">https://doi.org/10.1108/JWL-11-2021-0140</ext-link></comment></mixed-citation></ref>
<ref id="CIT0021"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Botha</surname>, <given-names>D</given-names></string-name>., &#x0026; <string-name><surname>Coetzee</surname>, <given-names>R</given-names></string-name></person-group>. (<year>2022</year>). <article-title>COVID-19 pandemic: Perspectives on employee engagement, work from home and an employee wellness programme in a debt collection organisation in Gauteng, South Africa</article-title>. <source><italic>African Journal of Employee Relations</italic></source>, <volume>46</volume>, <fpage>1</fpage>&#x2013;<lpage>28</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.25159/2664-3731/9235">https://doi.org/10.25159/2664-3731/9235</ext-link></comment></mixed-citation></ref>
<ref id="CIT0022"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Botha</surname>, <given-names>D</given-names></string-name>., <string-name><surname>Van Dijk</surname>, <given-names>G</given-names></string-name>., &#x0026; <string-name><surname>Marais</surname>, <given-names>A</given-names></string-name></person-group>. (<year>2023</year>). <article-title>The COVID-19 pandemic: Perspectives on work engagement and work-from home in a higher education institution</article-title>. <source><italic>SA Journal of Human Resource Management</italic></source>, <volume>21</volume>, <fpage>a2131</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajhrm.v21i0.2131">https://doi.org/10.4102/sajhrm.v21i0.2131</ext-link></comment></mixed-citation></ref>
<ref id="CIT0023"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Bryman</surname>, <given-names>A</given-names></string-name>., &#x0026; <string-name><surname>Bell</surname>, <given-names>E</given-names></string-name></person-group>. (<year>2018</year>). <source><italic>Research methodology: Business and management contexts</italic></source>. <publisher-name>Oxford Publishers Southern Africa</publisher-name>.</mixed-citation></ref>
<ref id="CIT0024"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Bryman</surname>, <given-names>A</given-names></string-name>., <string-name><surname>Bell</surname>, <given-names>E</given-names></string-name>., &#x0026; <string-name><surname>Hirschsohn</surname>, <given-names>P</given-names></string-name></person-group>. (<year>2021</year>). <source><italic>Research methodology: Business and management contexts</italic></source>. <publisher-name>Oxford Publishers Southern Africa</publisher-name>.</mixed-citation></ref>
<ref id="CIT0025"><mixed-citation publication-type="thesis"><person-group person-group-type="author"><string-name><surname>Cassim</surname>, <given-names>N</given-names></string-name></person-group>. (<year>2024</year>). <source><italic>A work-from-home framework for the South African private higher education institutions</italic></source>. <comment>PhD thesis</comment>, <publisher-name>North-West University</publisher-name>.</mixed-citation></ref>
<ref id="CIT0026"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Cassim</surname>, <given-names>N</given-names></string-name>., <string-name><surname>Botha</surname>, <given-names>C.J</given-names></string-name>., <string-name><surname>Botha</surname>, <given-names>D</given-names></string-name>., &#x0026; <string-name><surname>Bisschoff</surname>, <given-names>C</given-names></string-name></person-group>. (<year>2024</year>). <article-title>Employee engagement at a private higher education institution during the COVID-19 pandemic</article-title>. <source><italic>SA Journal of Human Resource Management/SA Tydskrif vir Menslikehulpbronbestuur</italic></source>, <volume>22</volume>, <fpage>a2300</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajhrm.v22i0.2300">https://doi.org/10.4102/sajhrm.v22i0.2300</ext-link></comment></mixed-citation></ref>
<ref id="CIT0027"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Chanana</surname>, <given-names>N</given-names></string-name></person-group>. (<year>2020</year>). <article-title>Employee engagement practices during COVID-19 lockdown</article-title>. <source><italic>Journal of Public Affairs</italic></source>, <volume>21</volume>(<issue>4</issue>), <fpage>e2508</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/pa.2508">https://doi.org/10.1002/pa.2508</ext-link></comment></mixed-citation></ref>
<ref id="CIT0028"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Carnevale</surname>, <given-names>J.B</given-names></string-name>., &#x0026; <string-name><surname>Hatak</surname>, <given-names>I</given-names></string-name></person-group>. (<year>2020</year>). <article-title>Employee adjustment and well-being in the era of COVID-19: Implications for human resource management</article-title>. <source><italic>Journal of Business Research</italic></source>, <volume>116</volume>, <fpage>183</fpage>&#x2013;<lpage>187</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jbusres.2020.05.037">https://doi.org/10.1016/j.jbusres.2020.05.037</ext-link></comment></mixed-citation></ref>
<ref id="CIT0029"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Cohen</surname>, <given-names>A</given-names></string-name></person-group>. (<year>2007</year>). <article-title>Commitment before and after: An evaluation and reconceptualization of organizational commitment</article-title>. <source><italic>Human Resource Management Review</italic></source>, <volume>17</volume>(<issue>3</issue>), <fpage>336</fpage>&#x2013;<lpage>354</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.hrmr.2007.05.001">https://doi.org/10.1016/j.hrmr.2007.05.001</ext-link></comment></mixed-citation></ref>
<ref id="CIT0030"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Cohen</surname>, <given-names>J</given-names></string-name></person-group>. (<year>1988</year>). <source><italic>Statistical power analysis for the behavioral sciences</italic></source> (<edition>2nd</edition> ed.). <publisher-name>Erlbaum</publisher-name>.</mixed-citation></ref>
<ref id="CIT0031"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Culibrk</surname>, <given-names>J</given-names></string-name>., <string-name><surname>Delic</surname>, <given-names>M</given-names></string-name>., <string-name><surname>Mitrovic</surname>, <given-names>S</given-names></string-name>., &#x0026; <string-name><surname>Culibrk</surname>, <given-names>D</given-names></string-name></person-group>. (<year>2018</year>). <article-title>Job satisfaction, organizational commitment and job involvement: The mediating role of job involvement</article-title>. <source><italic>Frontiers Psychology</italic></source>, <volume>9</volume>, <fpage>1</fpage>&#x2013;<lpage>12</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyg.2018.00132">https://doi.org/10.3389/fpsyg.2018.00132</ext-link></comment></mixed-citation></ref>
<ref id="CIT0032"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ferdiana</surname>, <given-names>S</given-names></string-name>., <string-name><surname>Khoirunnisa</surname>, <given-names>R</given-names></string-name>., <string-name><surname>Khan</surname>, <given-names>Z</given-names></string-name>., &#x0026; <string-name><surname>Ray</surname>, <given-names>S</given-names></string-name></person-group>. (<year>2023</year>). <article-title>Investigating the impact of career development, organizational commitment, and organizational support on employee retention</article-title>. <source><italic>Journal of Management Studies and Development</italic></source>, <volume>2</volume>, <fpage>117</fpage>&#x2013;<lpage>128</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.56741/jmsd.v2i02.108">https://doi.org/10.56741/jmsd.v2i02.108</ext-link></comment></mixed-citation></ref>
<ref id="CIT0033"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Field</surname>, <given-names>A</given-names></string-name></person-group>. (<year>2017</year>). <source><italic>Discovering statistics using SPSS</italic></source> (<edition>5th</edition> ed.). <publisher-name>Sage</publisher-name>.</mixed-citation></ref>
<ref id="CIT0034"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Georges</surname>, <given-names>T</given-names></string-name></person-group>. (<year>2020</year>). <article-title>Organisational commitment: A review of the evolution from side-bets to the three-component conceptualisation mode</article-title>. <source><italic>Global Journal of Management and Business Research</italic></source>, <volume>20</volume>(<issue>A5</issue>), <fpage>1</fpage>&#x2013;<lpage>6</lpage>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://journalofbusiness.org/index.php/GJMBR/article/view/3051">https://journalofbusiness.org/index.php/GJMBR/article/view/3051</ext-link></comment></mixed-citation></ref>
<ref id="CIT0035"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Hair</surname>, <given-names>J.R</given-names></string-name>., <string-name><surname>Anderson</surname>, <given-names>R.E</given-names></string-name>., <string-name><surname>Tatham</surname>, <given-names>R.L</given-names></string-name>., &#x0026; <string-name><surname>Black</surname>, <given-names>W.C</given-names></string-name></person-group>. (<year>2010</year>). <source><italic>Multivariate data analysis</italic></source> (<edition>7th</edition> ed.). <publisher-name>Prentice-Hall</publisher-name>.</mixed-citation></ref>
<ref id="CIT0036"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Hedding</surname>, <given-names>D.W</given-names></string-name>., <string-name><surname>Greve</surname>, <given-names>M</given-names></string-name>., <string-name><surname>Breetzke</surname>, <given-names>G.D</given-names></string-name>., <string-name><surname>Nel</surname>, <given-names>W</given-names></string-name>., &#x0026; <string-name><surname>Jansen Van Vuuren</surname>, <given-names>B</given-names></string-name></person-group>. (<year>2020</year>). <article-title>COVID-19 and the academe in South Africa: Not business as usual</article-title>. <source><italic>South African Journal of Science</italic></source>, <volume>116</volume>(<issue>7/8</issue>), <fpage>1</fpage>&#x2013;<lpage>3</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.17159/sajs.2020/8298">https://doi.org/10.17159/sajs.2020/8298</ext-link></comment></mixed-citation></ref>
<ref id="CIT0037"><mixed-citation publication-type="thesis"><person-group person-group-type="author"><string-name><surname>Heymann</surname>, <given-names>M</given-names></string-name></person-group>. (<year>2010</year>). <source><italic>The impact of demographics on voluntary labour turnover in South Africa</italic></source>. <comment>MBA dissertation</comment>, <publisher-name>University of Pretoria</publisher-name>.</mixed-citation></ref>
<ref id="CIT0038"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Hoeven</surname>, <given-names>C</given-names></string-name>., &#x0026; <string-name><surname>Zoonen</surname>, <given-names>W</given-names></string-name></person-group>. (<year>2015</year>). <article-title>Flexible work designs and employee well-being: Examining the effects of resources and demands</article-title>. <source><italic>New Technology, Work and Employment</italic></source>, <volume>30</volume>(<issue>3</issue>), <fpage>237</fpage>&#x2013;<lpage>255</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/ntwe.12052">https://doi.org/10.1111/ntwe.12052</ext-link></comment></mixed-citation></ref>
<ref id="CIT0039"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Hu</surname>, <given-names>L-T</given-names></string-name>., &#x0026; <string-name><surname>Bentler</surname>, <given-names>P.M</given-names></string-name></person-group>. (<year>1999</year>). <article-title>Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives</article-title>. <source><italic>Structural Equation Modeling</italic></source>, <volume>6</volume>(<issue>1</issue>), <fpage>1</fpage>&#x2013;<lpage>55</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/10705519909540118">https://doi.org/10.1080/10705519909540118</ext-link></comment></mixed-citation></ref>
<ref id="CIT0040"><mixed-citation publication-type="book"><person-group person-group-type="author"><collab>IBM SPSS</collab></person-group>. (<year>2022</year>). <source>International Business Machines&#x2019; Statistical Package for Social Science</source>. <publisher-loc>Seatle, WA</publisher-loc>. <publisher-name>IBM</publisher-name>.</mixed-citation></ref>
<ref id="CIT0041"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Inam</surname>, <given-names>A</given-names></string-name>., <string-name><surname>Ho</surname>, <given-names>J.A</given-names></string-name>., &#x0026; <string-name><surname>Sheikh</surname>, <given-names>A.A</given-names></string-name></person-group>. (<year>2023</year>). <article-title>How self-leadership enhances normative commitment and work performance by engaging people at work?</article-title> <source><italic>Current Psychology</italic></source>, <volume>42</volume>, <fpage>3596</fpage>&#x2013;<lpage>3609</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s12144-021-01697-5">https://doi.org/10.1007/s12144-021-01697-5</ext-link></comment></mixed-citation></ref>
<ref id="CIT0042"><mixed-citation publication-type="journal"><person-group person-group-type="author"><collab>International Labour Organisation (ILO)</collab></person-group>. (<year>2020</year>). <source><italic>Teleworking during the COVID-19 pandemic and beyond: A practical guide</italic></source>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.ilo.org/wcmsp5/groups/public/---ed_protect/---protrav/---travail/documents/instructionalmaterial/wcms_751232.pdf">https://www.ilo.org/wcmsp5/groups/public/---ed_protect/---protrav/---travail/documents/instructionalmaterial/wcms_751232.pdf</ext-link></comment></mixed-citation></ref>
<ref id="CIT0043"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ismail</surname>, <given-names>A</given-names></string-name>., &#x0026; <string-name><surname>Abd Razak</surname>, <given-names>M.R</given-names></string-name></person-group>. (<year>2016</year>). <article-title>Effect of job satisfaction on organizational commitment</article-title>. <source><italic>Management and Marketing Journal</italic></source>, <volume>XIV</volume>(<issue>1</issue>), <fpage>25</fpage>&#x2013;<lpage>40</lpage>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://econpapers.repec.org/scripts/redir.pf?u=http&#x0025;3A&#x0025;2F&#x0025;2Fwww.mnmk.ro&#x0025;2Fdocuments&#x0025;2F2016_01&#x0025;2F2-4-1-16.pdf;h=repec:aio:manmar:v:xiv:y:2016:i:1:p:25-40">https://econpapers.repec.org/scripts/redir.pf?u=http&#x0025;3A&#x0025;2F&#x0025;2Fwww.mnmk.ro&#x0025;2Fdocuments&#x0025;2F2016_01&#x0025;2F2-4-1-16.pdf;h=repec:aio:manmar:v:xiv:y:2016:i:1:p:25-40</ext-link></comment></mixed-citation></ref>
<ref id="CIT0044"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Javadian</surname>, <given-names>G</given-names></string-name>., <string-name><surname>Amotoye</surname>, <given-names>Y</given-names></string-name>., &#x0026; <string-name><surname>Kpekpena</surname>, <given-names>I</given-names></string-name></person-group>. (<year>2019</year>). <article-title>Work from home and organizational commitment: The sequential mediation of job stress and satisfaction</article-title>. <source><italic>Academy of Management Proceedings</italic></source>, <volume>1</volume>, <comment>Abstract. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5465/AMBPP.2019.11243abstract">https://doi.org/10.5465/AMBPP.2019.11243abstract</ext-link></comment></mixed-citation></ref>
<ref id="CIT0045"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Jena</surname>, <given-names>R.K</given-names></string-name></person-group>. (<year>2015</year>). <article-title>An assessment of demographic factors affecting organizational commitment among shift workers in India</article-title>. <source><italic>Journal of Contemporary Management</italic></source>, <volume>20</volume>(<issue>1</issue>), <fpage>59</fpage>&#x2013;<lpage>77</lpage>.</mixed-citation></ref>
<ref id="CIT0046"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kifor</surname>, <given-names>C.V</given-names></string-name>., <string-name><surname>Savescu</surname>, <given-names>R.F</given-names></string-name>., &#x0026; <string-name><surname>Danut</surname>, <given-names>R</given-names></string-name></person-group>. (<year>2022</year>). <article-title>Work from home during the COVID-19 pandemic &#x2013; The impact on employees&#x2019; self-assessed job performance</article-title>. <source><italic>International Journal of Environmental Research and Public Health</italic></source>, <volume>19</volume>(<issue>17</issue>), <fpage>10935</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/ijerph191710935">https://doi.org/10.3390/ijerph191710935</ext-link></comment></mixed-citation></ref>
<ref id="CIT0047"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Kline</surname>, <given-names>R.B</given-names></string-name></person-group>. (<year>1998</year>). <source><italic>Principles and practice of structural equation modeling</italic></source>. <publisher-name>The Guilford Press</publisher-name>.</mixed-citation></ref>
<ref id="CIT0048"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kosie</surname>, <given-names>A</given-names></string-name></person-group>. (<year>2022</year>). <source><italic>Learner-to-teacher ratio steadily inclines</italic></source>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.careersportal.co.za/news/learner-to-teacher-ratio-steadily-inclines">https://www.careersportal.co.za/news/learner-to-teacher-ratio-steadily-inclines</ext-link></comment></mixed-citation></ref>
<ref id="CIT0049"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kramer</surname>, <given-names>A</given-names></string-name>., &#x0026; <string-name><surname>Kramer</surname>, <given-names>K.Z</given-names></string-name></person-group>. (<year>2020</year>). <article-title>The potential impact of the Covid-19 pandemic on occupational status, work from home, and occupational mobility</article-title>. <source><italic>Journal of Vocational Behavior</italic></source>, <volume>119</volume>, <fpage>103442</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jvb.2020.103442">https://doi.org/10.1016/j.jvb.2020.103442</ext-link></comment></mixed-citation></ref>
<ref id="CIT0050"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kumar</surname>, <given-names>S.A</given-names></string-name>., <string-name><surname>Agarwal</surname>, <given-names>C</given-names></string-name>., &#x0026; <string-name><surname>Sundareshan</surname>, <given-names>V</given-names></string-name></person-group>. (<year>2019</year>). <article-title>Organizational commitment and its impact productivity</article-title>. <source><italic>International Journal of Engineering Research and Management</italic></source>, <volume>6</volume>(<issue>10</issue>), <fpage>5</fpage>&#x2013;<lpage>12</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://www.ijerm.com/download_data/IJERM0610002.pdf">https://www.ijerm.com/download_data/IJERM0610002.pdf</ext-link></comment></mixed-citation></ref>
<ref id="CIT0051"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kurdi</surname>, <given-names>B</given-names></string-name>., <string-name><surname>Alshurideh</surname>, <given-names>M</given-names></string-name>., &#x0026; <string-name><surname>Afaishat</surname>, <given-names>T</given-names></string-name></person-group>. (<year>2020</year>). <article-title>Employee retention and organizational performance: Evidence from banking industry</article-title>. <source><italic>Management Science Letters</italic></source>, <volume>10</volume>(<issue>16</issue>), <fpage>3981</fpage>&#x2013;<lpage>3990</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5267/j.msl.2020.7.011">https://doi.org/10.5267/j.msl.2020.7.011</ext-link></comment></mixed-citation></ref>
<ref id="CIT0052"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Laher</surname>, <given-names>S</given-names></string-name>., <string-name><surname>Bain</surname>, <given-names>K</given-names></string-name>., <string-name><surname>Bemath</surname>, <given-names>N</given-names></string-name>., <string-name><surname>De Andrade</surname>, <given-names>V</given-names></string-name>., &#x0026; <string-name><surname>Hassem</surname>, <given-names>T</given-names></string-name></person-group>. (<year>2021</year>). <article-title>Undergraduate psychology student experiences during COVID-19: Challenges and lessons learnt</article-title>. <source><italic>South African Journal of Psychology</italic></source>, <volume>51</volume>(<issue>2</issue>), <fpage>215</fpage>&#x2013;<lpage>228</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1177/0081246321995095">https://doi.org/10.1177/0081246321995095</ext-link></comment></mixed-citation></ref>
<ref id="CIT0053"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Lal</surname>, <given-names>D</given-names></string-name>., <string-name><surname>Dwivedi</surname>, <given-names>Y.K</given-names></string-name>., &#x0026; <string-name><surname>Haag</surname>, <given-names>M</given-names></string-name></person-group>. (<year>2022</year>). <article-title>Working from home during COVID-19: Doing and managing technology-enabled social interaction with colleagues at a distance</article-title>. <source><italic>Information Systems Frontiers</italic></source>, <volume>25</volume>, <fpage>1333</fpage>&#x2013;<lpage>1350</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s10796-021-10182-0">https://doi.org/10.1007/s10796-021-10182-0</ext-link></comment></mixed-citation></ref>
<ref id="CIT0054"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Loan</surname>, <given-names>L.T.M</given-names></string-name></person-group>. (<year>2020</year>). <article-title>The influence of organizational commitment on employees&#x2019; job performance: The mediating role of job satisfaction</article-title>. <source><italic>Management Science Letters</italic></source>, <volume>10</volume>, <fpage>3307</fpage>&#x2013;<lpage>3312</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5267/j.msl.2020.6.007">https://doi.org/10.5267/j.msl.2020.6.007</ext-link></comment></mixed-citation></ref>
<ref id="CIT0055"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Manetje</surname>, <given-names>O</given-names></string-name>., &#x0026; <string-name><surname>Martins</surname>, <given-names>N</given-names></string-name></person-group>. (<year>2009</year>). <article-title>The relationship between organisational culture and organisational commitment</article-title>. <source><italic>Southern African Business Review</italic></source>, <volume>13</volume>(<issue>1</issue>), <fpage>87</fpage>&#x2013;<lpage>111</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://journals.co.za/doi/abs/10.10520/EJC92883">https://journals.co.za/doi/abs/10.10520/EJC92883</ext-link></comment></mixed-citation></ref>
<ref id="CIT0056"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Martin</surname>, <given-names>A</given-names></string-name>., &#x0026; <string-name><surname>Roodt</surname>, <given-names>G</given-names></string-name></person-group>. (<year>2008</year>). <article-title>Perceptions of organisational commitment, job satisfaction and turnover intentions in a post-merger South African tertiary institution</article-title>. <source><italic>South African Journal of Industrial Psychology</italic></source>, <volume>34</volume>(<issue>1</issue>), <fpage>23</fpage>&#x2013;<lpage>31</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajip.v34i1.415">https://doi.org/10.4102/sajip.v34i1.415</ext-link></comment></mixed-citation></ref>
<ref id="CIT0057"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Masale</surname>, <given-names>R</given-names></string-name>., <string-name><surname>Emmerentia</surname>, <given-names>N</given-names></string-name>., <string-name><surname>Barkhuizen</surname>, <given-names>E.N</given-names></string-name>., <string-name><surname>Schutte</surname>, <given-names>N.E</given-names></string-name>., &#x0026; <string-name><surname>Van der Sluis</surname>, <given-names>L</given-names></string-name></person-group>. (<year>2021</year>). <article-title>Relating job satisfaction and organisational commitment: The moderating and mediating roles of positive individual strengths</article-title>. <source><italic>SA Journal of Industrial Psychology</italic></source>, <volume>47</volume>, <fpage>1</fpage>&#x2013;<lpage>12</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajip.v47i0.1832">https://doi.org/10.4102/sajip.v47i0.1832</ext-link></comment></mixed-citation></ref>
<ref id="CIT0058"><mixed-citation publication-type="journal"><person-group person-group-type="author"><collab>McKinsey Global Institute</collab></person-group>. (<year>2023</year>). <source><italic>How hybrid work has changed the way people work, live, and shop</italic></source>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.mckinsey.com/mgi/our-research/empty-spaces-and-hybrid-places-chapter-1#/">https://www.mckinsey.com/mgi/our-research/empty-spaces-and-hybrid-places-chapter-1#/</ext-link></comment></mixed-citation></ref>
<ref id="CIT0059"><mixed-citation publication-type="thesis"><person-group person-group-type="author"><string-name><surname>Merrill</surname>, <given-names>J.S</given-names></string-name></person-group>. (<year>2021</year>). <source><italic>Covid-19: Remote work and employee engagement</italic></source>. <comment>Doctoral dissertation</comment>, <publisher-name>The College of St. Scholastica</publisher-name>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.proquest.com/docview/2572551971?pqorigsite=gscholar&#x0026;fromopenview=true">https://www.proquest.com/docview/2572551971?pqorigsite=gscholar&#x0026;fromopenview=true</ext-link></comment></mixed-citation></ref>
<ref id="CIT0060"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Meyer</surname>, <given-names>J.P</given-names></string-name>., &#x0026; <string-name><surname>Allen</surname>, <given-names>N.J</given-names></string-name></person-group>. (<year>1984</year>). <article-title>Testing the side bet theory of organizational commitment: Some methodological considerations</article-title>. <source><italic>Journal of Applied Psychology</italic></source>, <volume>69</volume>(<issue>3</issue>), <fpage>372</fpage>&#x2013;<lpage>378</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1037//0021-9010.69.3.372">https://doi.org/10.1037//0021-9010.69.3.372</ext-link></comment></mixed-citation></ref>
<ref id="CIT0061"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Meyer</surname>, <given-names>J.P</given-names></string-name>., &#x0026; <string-name><surname>Allen</surname>, <given-names>N.J</given-names></string-name></person-group>. (<year>1991</year>). <article-title>A three-component conceptualisation of organisational commitment</article-title>. <source><italic>Human Resource Management Review</italic></source>, <volume>1</volume>(<issue>1</issue>), <fpage>61</fpage>&#x2013;<lpage>89</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/1053-4822(91)90011-Z">https://doi.org/10.1016/1053-4822(91)90011-Z</ext-link></comment></mixed-citation></ref>
<ref id="CIT0062"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Meyer</surname>, <given-names>J.P</given-names></string-name>., &#x0026; <string-name><surname>Allen</surname>, <given-names>N.J</given-names></string-name></person-group>. (<year>2004</year>). <article-title>TCM Employee commitment survey: Academic users guide 2004</article-title>. <source><italic>American Journal of Industrial and Business Management</italic></source>, <volume>11</volume>(<issue>10</issue>), <fpage>1</fpage>&#x2013;<lpage>16</lpage>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.employeecommitment.com/TCM-Employee-Commitment-Survey-Academic-Package-2004.pdf">https://www.employeecommitment.com/TCM-Employee-Commitment-Survey-Academic-Package-2004.pdf</ext-link></comment></mixed-citation></ref>
<ref id="CIT0063"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Meyer</surname>, <given-names>J.P</given-names></string-name>., <string-name><surname>Allen</surname>, <given-names>N.J</given-names></string-name>., &#x0026; <string-name><surname>Smith</surname>, <given-names>C.A</given-names></string-name></person-group>. (<year>1993</year>). <article-title>Commitment to organisations and occupations: Extension and test of a three-component model</article-title>. <source><italic>Journal of Applied Psychology</italic></source>, <volume>78</volume>(<issue>4</issue>), <fpage>538</fpage>&#x2013;<lpage>551</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1037/0021-9010.78.4.538">https://doi.org/10.1037/0021-9010.78.4.538</ext-link></comment></mixed-citation></ref>
<ref id="CIT0064"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Mhlanga</surname>, <given-names>D</given-names></string-name>., <string-name><surname>Denhere</surname>, <given-names>V</given-names></string-name>., &#x0026; <string-name><surname>Moloi</surname>, <given-names>T</given-names></string-name></person-group>. (<year>2022</year>). <article-title>COVID-19 and the key digital transformation lessons for higher education institutions in South Africa</article-title>. <source><italic>Education Sciences</italic></source>, <volume>12</volume>(<issue>7</issue>), <fpage>1</fpage>&#x2013;<lpage>17</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/educsci12070464">https://doi.org/10.3390/educsci12070464</ext-link></comment></mixed-citation></ref>
<ref id="CIT0065"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Middleton</surname>, <given-names>R</given-names></string-name>., <string-name><surname>Loveday</surname>, <given-names>C</given-names></string-name>., <string-name><surname>Hobbs</surname>, <given-names>C</given-names></string-name>., <string-name><surname>Almasi</surname>, <given-names>E</given-names></string-name>., <string-name><surname>Moxham</surname>, <given-names>L</given-names></string-name>., <string-name><surname>Green</surname>, <given-names>H</given-names></string-name>., <string-name><surname>Halcomb</surname>, <given-names>E</given-names></string-name>., &#x0026; <string-name><surname>Fernandez</surname>, <given-names>R</given-names></string-name></person-group>. (<year>2021</year>). <article-title>The COVID-19 pandemic. A focus on nurse managers&#x2019; mental health, coping behaviours and organisational commitment</article-title>. <source><italic>Collegian</italic></source>, <volume>28</volume>(<issue>6</issue>), <fpage>703</fpage>&#x2013;<lpage>708</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.colegn.2021.10.006">https://doi.org/10.1016/j.colegn.2021.10.006</ext-link></comment></mixed-citation></ref>
<ref id="CIT0066"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Mohammed</surname>, <given-names>Z</given-names></string-name>., <string-name><surname>Nandwani</surname>, <given-names>D</given-names></string-name>., <string-name><surname>Saboo</surname>, <given-names>A</given-names></string-name>., &#x0026; <string-name><surname>Padakannaya</surname>, <given-names>P</given-names></string-name></person-group>. (<year>2022</year>). <article-title>Job satisfaction while working from home during the COVID-19 pandemic: Do subjective work autonomy, work-family conflict, and anxiety related to the pandemic matter?</article-title> <source><italic>Cogent Psychology</italic></source>, <volume>9</volume>, <fpage>1</fpage>&#x2013;<lpage>21</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/23311908.2022.2087278">https://doi.org/10.1080/23311908.2022.2087278</ext-link></comment></mixed-citation></ref>
<ref id="CIT0067"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Morse</surname>, <given-names>J.A</given-names></string-name></person-group>. (<year>1991</year>). <source><italic>Qualitative nursing research: A contemporary dialogue</italic></source>. <publisher-name>Sage</publisher-name>.</mixed-citation></ref>
<ref id="CIT0068"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Mueller</surname>, <given-names>R.O</given-names></string-name></person-group>. (<year>1996</year>). <source><italic>Basic principles of structural equation modeling: An introduction to LISREL and EQS</italic></source>. <publisher-name>Springer</publisher-name>.</mixed-citation></ref>
<ref id="CIT0069"><mixed-citation publication-type="journal"><person-group person-group-type="author"><collab>National Health Services (NHS) England</collab></person-group>. (<year>2020</year>). <source><italic>Chief nursing officer for England&#x2019;s summit</italic></source>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.england.nhs.uk/cno-summit/">https://www.england.nhs.uk/cno-summit/</ext-link></comment></mixed-citation></ref>
<ref id="CIT0070"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ndoja</surname>, <given-names>K</given-names></string-name>., &#x0026; <string-name><surname>Malekar</surname>, <given-names>S</given-names></string-name></person-group>. (<year>2020</year>). <article-title>Organizational citizenship behavior: A review</article-title>. <source><italic>International Journal of Work Organisation and Emotion</italic></source>, <volume>11</volume>(<issue>2</issue>), <fpage>89</fpage>&#x2013;<lpage>104</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1504/IJWOE.2020.10031493">https://doi.org/10.1504/IJWOE.2020.10031493</ext-link></comment></mixed-citation></ref>
<ref id="CIT0071"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Noraazian</surname>, <given-names>J</given-names></string-name>., &#x0026; <string-name><surname>Khalip</surname>, <given-names>P</given-names></string-name></person-group>. (<year>2016</year>). <article-title>A three-component conceptualization of organizational commitment</article-title>. <source><italic>International Journal of Academic Research in Business and Social Sciences</italic></source>, <volume>6</volume>(<issue>12</issue>), <fpage>16</fpage>&#x2013;<lpage>23</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.6007/IJARBSS/v6-i12/2464">http://dx.doi.org/10.6007/IJARBSS/v6-i12/2464</ext-link></comment></mixed-citation></ref>
<ref id="CIT0072"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Olawale</surname>, <given-names>B.E</given-names></string-name>., <string-name><surname>Mutongoza</surname>, <given-names>B.H</given-names></string-name>., <string-name><surname>Adu</surname>, <given-names>E.O</given-names></string-name>., &#x0026; <string-name><surname>Omodan</surname>, <given-names>B.I</given-names></string-name></person-group>. (<year>2021</year>). <article-title>COVID-19 induced psychosocial challenges in South African higher education: Experiences of staff and students at two rural universities</article-title>. <source><italic>Research in Social Sciences and Technology</italic></source>, <volume>6</volume>(<issue>3</issue>), <fpage>179</fpage>&#x2013;<lpage>193</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.46303/ressat.2021.37">https://doi.org/10.46303/ressat.2021.37</ext-link></comment></mixed-citation></ref>
<ref id="CIT0073"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Pathak</surname>, <given-names>K</given-names></string-name>., &#x0026; <string-name><surname>Majumdar</surname>, <given-names>R</given-names></string-name></person-group>. (<year>2020</year>). <source><italic>Work from home: Employee benefits set for overhaul as companies redraft rules</italic></source>. <publisher-name>Mint</publisher-name>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.livemint.com/news/india/work-from-home-employee-benefits-set-for-overhaulas-companies-redraft-rules-11589720024463.html">https://www.livemint.com/news/india/work-from-home-employee-benefits-set-for-overhaulas-companies-redraft-rules-11589720024463.html</ext-link></comment></mixed-citation></ref>
<ref id="CIT0074"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Paterson</surname>, <given-names>M</given-names></string-name></person-group>. (<year>2021</year>). <article-title>COVID-19 and higher education: Damage done, lessons learnt</article-title>. <source><italic>University World News</italic></source>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.universityworldnews.com/post.php?story=20210211103422612">https://www.universityworldnews.com/post.php?story=20210211103422612</ext-link></comment></mixed-citation></ref>
<ref id="CIT0075"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Phuong</surname>, <given-names>N.T.M</given-names></string-name>., <string-name><surname>Bach</surname>, <given-names>T.Q</given-names></string-name>., <string-name><surname>Linh</surname>, <given-names>T.T</given-names></string-name>., <string-name><surname>Ly</surname>, <given-names>P.T.C</given-names></string-name>., <string-name><surname>Dat</surname>, <given-names>V.N</given-names></string-name>., <string-name><surname>An</surname>, <given-names>N.T.K</given-names></string-name>., &#x0026; <string-name><surname>Hung</surname>, <given-names>T.Q</given-names></string-name></person-group>. (<year>2023</year>). <article-title>Impact of organizational commitment factors on business performance of enterprises in the context of digital transformation: A case study of private enterprises in Vinh City, Nghe An Province, Vietnam</article-title>. <source><italic>Modern Economy</italic></source>, <volume>14</volume>(<issue>2</issue>), <fpage>76</fpage>&#x2013;<lpage>88</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4236/me.2023.142007">https://doi.org/10.4236/me.2023.142007</ext-link></comment></mixed-citation></ref>
<ref id="CIT0076"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Piotrowski</surname>, <given-names>C</given-names></string-name>., &#x0026; <string-name><surname>King</surname>, <given-names>C</given-names></string-name></person-group>. (<year>2020</year>). <article-title>Covid-19 pandemic: Challenged and implications for higher education</article-title>. <source><italic>Education</italic></source>, <volume>141</volume>(<issue>2</issue>), <fpage>61</fpage>&#x2013;<lpage>66</lpage>.</mixed-citation></ref>
<ref id="CIT0077"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Pool</surname>, <given-names>S</given-names></string-name>., &#x0026; <string-name><surname>Pool</surname>, <given-names>B</given-names></string-name></person-group>. (<year>2007</year>). <article-title>A management development model: Measuring organizational commitment and its impact on job satisfaction among executives in a learning organization</article-title>. <source><italic>Journal of Management Development</italic></source>, <volume>26</volume>(<issue>4</issue>), <fpage>353</fpage>&#x2013;<lpage>369</lpage>.</mixed-citation></ref>
<ref id="CIT0078"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Porter</surname>, <given-names>L.W</given-names></string-name>., &#x0026; <string-name><surname>Lawler</surname>, <given-names>E.E</given-names></string-name></person-group>. (<year>1968</year>). <article-title>What job attitudes can tell us about employee motivation</article-title>. <source><italic>Harvard Business Review</italic></source>, <volume>46</volume>, <fpage>118</fpage>&#x2013;<lpage>126</lpage>.</mixed-citation></ref>
<ref id="CIT0079"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Porter</surname>, <given-names>L.W</given-names></string-name>., <string-name><surname>Steers</surname>, <given-names>R.M</given-names></string-name>., <string-name><surname>Mowday</surname>, <given-names>R.T</given-names></string-name>., &#x0026; <string-name><surname>Boulian</surname>, <given-names>P.V</given-names></string-name></person-group>. (<year>1974</year>). <article-title>Organizational commitment, job satisfaction, and turnover among psychiatric technicians</article-title>. <source><italic>Journal of applied psychology</italic></source>, <volume>59</volume>(<issue>5</issue>), <fpage>603</fpage>&#x2013;<lpage>609</lpage>.</mixed-citation></ref>
<ref id="CIT0080"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Rafique</surname>, <given-names>M</given-names></string-name>., <string-name><surname>Asim</surname>, <given-names>M</given-names></string-name>., &#x0026; <string-name><surname>Manzoor</surname>, <given-names>S</given-names></string-name></person-group>. (<year>2021</year>). <article-title>Human Resource Management in Industrial Revolution 4.O</article-title>. <source><italic>Pakistan Social Sciences Review</italic></source>, <volume>5</volume>(<issue>1</issue>), <fpage>564</fpage>&#x2013;<lpage>580</lpage>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://pssr.org.pk/issues/v5/1/human-resource-management-in-industrial-revolution-4-o.pdf">https://pssr.org.pk/issues/v5/1/human-resource-management-in-industrial-revolution-4-o.pdf</ext-link></comment></mixed-citation></ref>
<ref id="CIT0081"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ribeiro</surname>, <given-names>M.I.B</given-names></string-name>., <string-name><surname>Ant&#x00E3;o</surname>, <given-names>C.C.M</given-names></string-name>., <string-name><surname>Lebres</surname>, <given-names>V.A.F</given-names></string-name>., &#x0026; <string-name><surname>Fernandes</surname>, <given-names>A.J.G</given-names></string-name></person-group>. (<year>2022</year>). <article-title>Organizational commitment in a Portuguese public higher education institution</article-title>. <source><italic>Journal of Human Resources Management Research</italic></source>, <volume>2022</volume>, <fpage>1</fpage>&#x2013;<lpage>14</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5171/2022.822995">https://doi.org/10.5171/2022.822995</ext-link></comment></mixed-citation></ref>
<ref id="CIT0082"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Saks</surname>, <given-names>A.M</given-names></string-name></person-group>. (<year>2006</year>). <article-title>Antecedents and consequences of employee engagement</article-title>. <source><italic>Journal of Managerial Technology</italic></source>, <volume>21</volume>(<issue>7</issue>), <fpage>600</fpage>&#x2013;<lpage>619</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1108/02683940610690169">https://doi.org/10.1108/02683940610690169</ext-link></comment></mixed-citation></ref>
<ref id="CIT0083"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Schober</surname>, <given-names>P</given-names></string-name>., <string-name><surname>Boer</surname>, <given-names>C</given-names></string-name>., &#x0026; <string-name><surname>Schwarte</surname>, <given-names>L.A</given-names></string-name></person-group>. (<year>2018</year>). <source>Correlation coefficients: Appropriate use and Interpretation</source>. <comment>Retrieved from file:///C:/Users/10147284/Downloads/correlation_coefficients__appropriate_use_and.50-1.pdf</comment></mixed-citation></ref>
<ref id="CIT0084"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Schulman</surname>, <given-names>C</given-names></string-name></person-group>. (<year>2020</year>). <source><italic>I used to shut my windows to New York&#x2019;s noise. Now I long for a honking horn</italic></source>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.washingtonpost.com/outlook/2020/04/09/new-york-silent-coronavirus/">https://www.washingtonpost.com/outlook/2020/04/09/new-york-silent-coronavirus/</ext-link></comment></mixed-citation></ref>
<ref id="CIT0085"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Serhan</surname>, <given-names>C</given-names></string-name>., <string-name><surname>Nehmeh</surname>, <given-names>N</given-names></string-name>., &#x0026; <string-name><surname>Sioufi</surname>, <given-names>I</given-names></string-name></person-group>. (<year>2022</year>). <article-title>Assessing the effect of organisational commitment on turnover intentions among Islamic bank employees</article-title>. <source><italic>ISRA International Journal of Islamic Finance</italic></source>, <volume>14</volume>(<issue>2</issue>), <fpage>141</fpage>&#x2013;<lpage>156</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1108/IJIF-01-2021-0008">https://doi.org/10.1108/IJIF-01-2021-0008</ext-link></comment></mixed-citation></ref>
<ref id="CIT0086"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Shadfar</surname>, <given-names>S</given-names></string-name>., &#x0026; <string-name><surname>Malekmohammadi</surname>, <given-names>I</given-names></string-name></person-group>. (<year>2013</year>). <article-title>Application of structural equation modelling (SEM) in restructuring state intervention strategies toward paddy production development</article-title>. <source><italic>International Journal of Academic Research in Business and Social Sciences</italic></source>, <volume>3</volume>(<issue>12</issue>), <fpage>576</fpage>&#x2013;<lpage>618</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6007/IJARBSS/v3-i12/472">https://doi.org/10.6007/IJARBSS/v3-i12/472</ext-link></comment></mixed-citation></ref>
<ref id="CIT0087"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Steiger</surname>, <given-names>J.H</given-names></string-name></person-group>. (<year>1990</year>). <article-title>Structural model evaluation and modification: An interval estimation approach</article-title>. <source><italic>Multivariate Behavioral Research</italic></source>, <volume>25</volume>(<issue>2</issue>), <fpage>173</fpage>&#x2013;<lpage>180</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1207/s15327906mbr2502_4">https://doi.org/10.1207/s15327906mbr2502_4</ext-link></comment></mixed-citation></ref>
<ref id="CIT0088"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Tikare</surname>, <given-names>M</given-names></string-name></person-group>. (<year>2015</year>). <article-title>A study of organizational commitment with reference to marital status of Indian nursing staff</article-title>. <source><italic>American Journal of Trade and Policy</italic></source>, <volume>2</volume>(<issue>1</issue>), <fpage>19</fpage>&#x2013;<lpage>28</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.18034/ajtp.v2i1.379">https://doi.org/10.18034/ajtp.v2i1.379</ext-link></comment></mixed-citation></ref>
<ref id="CIT0089"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Tran</surname>, <given-names>Q.H.N</given-names></string-name></person-group>. (<year>2021</year>). <article-title>Organisational culture, leadership behaviour and job satisfaction in the Vietnam context</article-title>. <source><italic>International Journal of Organizational Analysis</italic></source>, <volume>29</volume>(<issue>1</issue>), <fpage>136</fpage>&#x2013;<lpage>154</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1108/IJOA-10-2019-1919">https://doi.org/10.1108/IJOA-10-2019-1919</ext-link></comment></mixed-citation></ref>
<ref id="CIT0090"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Tsai</surname>, <given-names>Y</given-names></string-name></person-group>. (<year>2011</year>). <article-title>Relationship between organizational culture, leadership behavior and job satisfaction</article-title>. <source><italic>BMC Health Services Research</italic></source>, <volume>11</volume>(<issue>98</issue>), <fpage>1</fpage>&#x2013;<lpage>9</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/1472-6963-11-98">https://doi.org/10.1186/1472-6963-11-98</ext-link></comment></mixed-citation></ref>
<ref id="CIT0091"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Vyas</surname>, <given-names>L</given-names></string-name>., &#x0026; <string-name><surname>Butakhieo</surname>, <given-names>N</given-names></string-name></person-group>. (<year>2021</year>) <article-title>The impact of working from home during COVID-19 on work and life domains: An exploratory study on Hong Kong</article-title>. <source><italic>Policy Design and Practice</italic></source>, <volume>4</volume>(<issue>1</issue>), <fpage>59</fpage>&#x2013;<lpage>76</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/25741292.2020.1863560">https://doi.org/10.1080/25741292.2020.1863560</ext-link></comment></mixed-citation></ref>
<ref id="CIT0092"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Wijaya</surname>, <given-names>L.H</given-names></string-name>., &#x0026; <string-name><surname>Basit</surname>, <given-names>A</given-names></string-name></person-group>. (<year>2024</year>). <article-title>The effect of job satisfaction on organizational commitment moderated by external locus of control</article-title>. <source><italic>Journal of Management Entrepreneurship and Tourism</italic></source>, <volume>2</volume>(<issue>1</issue>), <fpage>10</fpage>&#x2013;<lpage>20</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.61277/jmet.v2i1.22">https://doi.org/10.61277/jmet.v2i1.22</ext-link></comment></mixed-citation></ref>
<ref id="CIT0093"><mixed-citation publication-type="journal"><person-group person-group-type="author"><collab>World Economic Forum</collab></person-group>. (<year>2020</year>). <source><italic>The COVID-19 pandemic has changed education forever. This is how</italic></source>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.weforum.org/agenda/2020/04/coronavirus-education-global-COVID19-online-digital-learning/">https://www.weforum.org/agenda/2020/04/coronavirus-education-global-COVID19-online-digital-learning/</ext-link></comment></mixed-citation></ref>
<ref id="CIT0094"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Yang</surname>, <given-names>L</given-names></string-name>., <string-name><surname>Holtz</surname>, <given-names>D</given-names></string-name>., &#x0026; <string-name><surname>Jaffe</surname>, <given-names>S</given-names></string-name></person-group>. (<year>2022</year>). <article-title>The effects of remote work on collaboration among information workers</article-title>. <source><italic>Nature Human Behaviour</italic></source>, <volume>6</volume>, <fpage>43</fpage>&#x2013;<lpage>54</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1038/s41562-021-01196-4">https://doi.org/10.1038/s41562-021-01196-4</ext-link></comment></mixed-citation></ref>
<ref id="CIT0095"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Yucel</surname>, <given-names>I</given-names></string-name>., &#x0026; <string-name><surname>Bektas</surname>, <given-names>C</given-names></string-name></person-group>. (<year>2012</year>). <article-title>Job satisfaction, organizational commitment and demographic characteristics among teachers in Turkey: Younger is Better?</article-title> <source><italic>Procedia &#x2013; Social and Behavioral Sciences</italic></source>, <volume>46</volume>, <fpage>1598</fpage>&#x2013;<lpage>1608</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.sbspro.2012.05.346">https://doi.org/10.1016/j.sbspro.2012.05.346</ext-link></comment></mixed-citation></ref>
<ref id="CIT0096"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Zhu</surname>, <given-names>K</given-names></string-name>., <string-name><surname>Wang</surname>, <given-names>X</given-names></string-name>., &#x0026; <string-name><surname>Jiang</surname>, <given-names>M</given-names></string-name></person-group>. (<year>2022</year>). <article-title>The impact of organizational commitment on turnover intention of substitute teachers in public primary schools: Taking psychological capital as a mediator</article-title>. <source><italic>Frontiers Psychology</italic></source>, <volume>13</volume>, <fpage>1</fpage>&#x2013;<lpage>9</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyg.2022.1008142">https://doi.org/10.3389/fpsyg.2022.1008142</ext-link></comment></mixed-citation></ref>
</ref-list>
<fn-group>
<fn><p><bold>How to cite this article:</bold> Cassim, N., Botha, C.J., Botha, D., &#x0026; Bisschoff, C. (2024). The organisational commitment of academic personnel during WFH within private higher education, South Africa. <italic>SA Journal of Industrial Psychology/SA Tydskrif vir Bedryfsielkunde, 50</italic>(0), a2123. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajip.v50i0.2123">https://doi.org/10.4102/sajip.v50i0.2123</ext-link></p></fn>
</fn-group>
</back>
</article>