<?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-43-1422</article-id>
<article-id pub-id-type="doi">10.4102/sajip.v43i0.1422</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Person-environment fit, flourishing and intention to leave in universities of technology in South Africa</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-3398-5278</contrib-id>
<name>
<surname>van Rensburg</surname>
<given-names>Christine Janse</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/0000-0001-6065-4338</contrib-id>
<name>
<surname>Rothmann</surname>
<given-names>Sebastiaan (Snr) I.</given-names>
</name>
<xref ref-type="aff" rid="AF0002">2</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0003-1608-351X</contrib-id>
<name>
<surname>Diedericks</surname>
<given-names>Elsabe</given-names>
</name>
<xref ref-type="aff" rid="AF0002">2</xref>
</contrib>
<aff id="AF0001"><label>1</label>Department of Human Resource Management, Vaal University of Technology, South Africa</aff>
<aff id="AF0002"><label>2</label>Optentia Research Focus Area, Faculty of Humanities, North-West University, South Africa</aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><bold>Corresponding author:</bold> Sebastiaan Rothmann, <email xlink:href="ian@ianrothmann.com">ian@ianrothmann.com</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>24</day><month>04</month><year>2017</year></pub-date>
<pub-date pub-type="collection"><year>2017</year></pub-date>
<volume>43</volume>
<issue>0</issue>
<elocation-id>1422</elocation-id>
<history>
<date date-type="received"><day>20</day><month>11</month><year>2016</year></date>
<date date-type="accepted"><day>08</day><month>03</month><year>2017</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2017. The Authors</copyright-statement>
<copyright-year>2017</copyright-year>
<license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/2.0/">
<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>Retaining staff is vital to ensure that universities accomplish their missions. To optimise the potential of staff members and retain staff, it is necessary to study their flourishing and fit in their jobs and organisations.</p>
</sec>
<sec id="st2">
<title>Research purpose</title>
<p>The aim of this study was to investigate the relationship between person-environment fit, flourishing at work and intention to leave.</p>
</sec>
<sec id="st3">
<title>Motivation for the study</title>
<p>Research is needed to validate a measure of flourishing at work. Outcome variables such as intention to leave have not been studied in relation to flourishing at work. Moreover, it is necessary to study antecedents of flourishing at work, such as person-environment fit.</p>
</sec>
<sec id="st4">
<title>Research approach, design and method</title>
<p>A cross-sectional survey design was used with a convenience sample of 339 academic employees from three universities of technology in South Africa. Three perceived fit scales, the Flourishing-at-Work Scale (FAWS) and the Turnover Intention Scale were administered.</p>
</sec>
<sec id="st5">
<title>Main findings</title>
<p>Findings supported a three-factor model of flourishing at work, consisting of emotional, psychological and social well-being. The highest mean frequencies on flourishing dimensions were obtained for competence and emotional engagement. The lowest mean frequencies were obtained for relatedness and social well-being. Person-environment fit predicted intention to leave, both directly and indirectly, via flourishing. The findings support the internal consistency and validity of the FAWS.</p>
</sec>
<sec id="st6">
<title>Practical/managerial implications</title>
<p>Managers and human resource practitioners should consider the use of a multidimensional measure to assess flourishing at work. Considering certain dimensions of well-being at work (e.g. work engagement and competence of employees) without considering other dimensions (e.g. job satisfaction, affect balance and meaning at work) will not be sufficient to assess and promote the subjective well-being of employees.</p>
</sec>
<sec id="st7">
<title>Contribution/value-add</title>
<p>This study contributes to knowledge regarding the reliability and validity of a measure of flourishing at work. It confirms that person-environment fit has a strong positive effect on flourishing of employees and a strong negative effect on their intentions to leave.</p>
</sec>
</abstract>
</article-meta>
</front>
<body>
<sec id="s0001">
<title>Introduction</title>
<p>The academic environment in South African higher education institutions, and specifically universities of technology (UoTs), has been affected by significant restructuring and transformation (Du Pr&#x00E9;, <xref ref-type="bibr" rid="CIT0009">2009</xref>). These changes have had adverse effects on the morale of staff. Higher Education South Africa (HESA) has confirmed that it is currently facing challenges in retaining key and talented academic staff (HESA, <xref ref-type="bibr" rid="CIT0018">2011</xref>) because of the &#x2018;brain drain&#x2019; phenomenon where staff members leave to other sectors. Retaining staff is vital to ensure that universities accomplish their visions and missions, and become centres of excellence (Ng&#x2019;ethe, Iravo &#x0026; Namusonge, <xref ref-type="bibr" rid="CIT0039">2012</xref>). Academics who are not flourishing may decide to resign (Theron, Barkhuizen &#x0026; Du Plessis, <xref ref-type="bibr" rid="CIT0060">2014</xref>). In order to optimise the potential of staff members and retain staff, it is necessary to study their flourishing and fit in their jobs and organisations.</p>
<p>Flourishing describes subjective well-being, which focuses on how individuals evaluate their experiences in different contexts. The notion of subjective well-being emerged during the 1950s and initially focused squarely on hedonic or emotional well-being, such as happiness, life satisfaction or affect balance (Diener, <xref ref-type="bibr" rid="CIT0006">1984</xref>). Later, the two aspects of psychological well-being (Ryff, <xref ref-type="bibr" rid="CIT0049">1989</xref>) and social well-being (Keyes, <xref ref-type="bibr" rid="CIT0024">1998</xref>) were incorporated, also known as eudaimonic well-being. The <italic>Mental Health Continuum</italic> (MHC) and the <italic>Mental Health Continuum&#x2013;Short Form</italic> (MHC-SF) were developed to measure these well-being components, also known as flourishing (Keyes, <xref ref-type="bibr" rid="CIT0025">2002</xref>, <xref ref-type="bibr" rid="CIT0028">2009</xref>). Keyes (<xref ref-type="bibr" rid="CIT0026">2005</xref>) conceptualised flourishing in life as a multidimensional perspective of emotional well-being (feeling well) and psychological and social well-being (functioning well). Rothmann (<xref ref-type="bibr" rid="CIT0047">2013</xref>) extended these concepts to the work context.</p>
<p>Research is needed regarding flourishing at work. A study by Rothmann (<xref ref-type="bibr" rid="CIT0047">2013</xref>) identified a framework for flourishing at work, while a study by Rautenbach (<xref ref-type="bibr" rid="CIT0043">2015</xref>) validated a scale, the Flourishing-at-Work Scale (FAWS), which measures flourishing at work. Although the factorial validity and reliability of the FAWS were confirmed by Rautenbach (<xref ref-type="bibr" rid="CIT0043">2015</xref>), the relations of the measuring instrument to individual and organisational outcomes were not studied. Therefore, more research is needed to validate the FAWS. Intention to leave and flourishing at work were previously studied in relation to flourishing in life (Diedericks, <xref ref-type="bibr" rid="CIT0004">2012</xref>; Swart, <xref ref-type="bibr" rid="CIT0059">2012</xref>). Hence, the aim of this study was to analyse the reliability and validity of the FAWS by exploring not only its psychometric properties but also its relations with person-environment (P-E) fit and intentions to leave.</p>
</sec>
<sec id="s0002">
<title>Flourishing at work</title>
<p>Psychological studies increasingly use the concept of flourishing to describe well-being and/or hedonic and eudaimonic components of happiness (Seligman, <xref ref-type="bibr" rid="CIT0051">2011</xref>). Flourishing is a state in which individuals experience emotional well-being, psychological and social well-being (Keyes &#x0026; Annas, <xref ref-type="bibr" rid="CIT0029">2009</xref>). Flourishing can be linked to several theoretical models that conceptualise flourishing aspects through research done by Keyes (<xref ref-type="bibr" rid="CIT0025">2002</xref>), Diener et al. (<xref ref-type="bibr" rid="CIT0007">2010</xref>), Seligman (<xref ref-type="bibr" rid="CIT0051">2011</xref>), Huppert and So (<xref ref-type="bibr" rid="CIT0019">2013</xref>), and Noble and McGrath (<xref ref-type="bibr" rid="CIT0040">2015</xref>), as indicated in <xref ref-type="table" rid="T0001">Table 1</xref>.</p>
<table-wrap id="T0001">
<label>TABLE 1</label>
<caption><p>Five conceptualisations of flourishing.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left">Keyes</th>
<th align="left">Diener et al.</th>
<th align="left">Seligman et al.</th>
<th align="left">Huppert and So</th>
<th align="left">Noble and McGrath</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Positive</td>
<td align="left">Positive</td>
<td align="left">Positive</td>
<td align="left">Positive</td>
<td align="left">Relationships</td>
</tr>
<tr>
<td align="left">Relationships</td>
<td align="left">Relationships</td>
<td align="left">Relationships</td>
<td align="left">Relationships</td>
<td align="left">Engagement</td>
</tr>
<tr>
<td align="left">Positive affect</td>
<td align="left">Engagement</td>
<td align="left">Engagement</td>
<td align="left">Engagement</td>
<td align="left">Purpose</td>
</tr>
<tr>
<td align="left">Purpose in life</td>
<td align="left">Purpose and meaning</td>
<td align="left">Meaning and purpose</td>
<td align="left">Meaning</td>
<td align="left">Positivity</td>
</tr>
<tr>
<td align="left">Self-acceptance</td>
<td align="left">Self-acceptance and</td>
<td align="left">Positive emotion</td>
<td align="left">Self-esteem</td>
<td align="left">Outcomes</td>
</tr>
<tr>
<td align="left">Positive affect</td>
<td align="left">Self-esteem</td>
<td align="left">Accomplishment</td>
<td align="left">Positive emotion</td>
<td align="left">Resilience</td>
</tr>
<tr>
<td align="left">Social contribution</td>
<td align="left">Competence</td>
<td align="left">-</td>
<td align="left">Competence</td>
<td align="left">Strengths</td>
</tr>
<tr>
<td align="left">Social integration</td>
<td align="left">Optimism</td>
<td align="left">-</td>
<td align="left">Optimism</td>
<td align="left">-</td>
</tr>
<tr>
<td align="left">Social actualisation</td>
<td align="left">Social contribution</td>
<td align="left">-</td>
<td align="left">Emotional</td>
<td align="left">-</td>
</tr>
<tr>
<td align="left">Social acceptance</td>
<td align="left">-</td>
<td align="left">-</td>
<td align="left">stability</td>
<td align="left">-</td>
</tr>
<tr>
<td align="left">Social coherence</td>
<td align="left">-</td>
<td align="left">-</td>
<td align="left">Vitality</td>
<td align="left">-</td>
</tr>
<tr>
<td align="left">Environmental mastery</td>
<td align="left">-</td>
<td align="left">-</td>
<td align="left">Resilience</td>
<td align="left">-</td>
</tr>
<tr>
<td align="left">Personal growth</td>
<td align="left">-</td>
<td align="left">-</td>
<td align="left">-</td>
<td align="left">-</td>
</tr>
<tr>
<td align="left">Autonomy</td>
<td align="left">-</td>
<td align="left">-</td>
<td align="left">-</td>
<td align="left">-</td>
</tr>
<tr>
<td align="left">Life satisfaction</td>
<td align="left">-</td>
<td align="left">-</td>
<td align="left">-</td>
<td align="left">-</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Keyes (<xref ref-type="bibr" rid="CIT0025">2002</xref>, <xref ref-type="bibr" rid="CIT0027">2007</xref>) developed the MHC. Individuals&#x2019; well-being on the MHC vary from flourishing, to moderately mentally healthy, to languishing. Languishing individuals experience low levels of emotional, psychological and social well-being. Moderately mentally healthy individuals are neither flourishing nor languishing. Flourishing individuals experience high levels of emotional, psychological and social well-being. Keyes (<xref ref-type="bibr" rid="CIT0028">2009</xref>) developed the MHC-SF, a brief questionnaire which allows individuals to rate frequency of occurrence of the three well-being components.</p>
<p>Other researchers also conceptualised flourishing and developed measures of flourishing. For example, Diener et al. (<xref ref-type="bibr" rid="CIT0007">2010</xref>) conceptualised flourishing in terms of self-perceived success regarding relationships, self-esteem, purpose and optimism. They developed a one-dimensional scale (consisting of eight items) to measure flourishing.</p>
<p>Seligman (<xref ref-type="bibr" rid="CIT0051">2011</xref>) conceptualised flourishing in terms of five dimensions in the PERMA model: positive emotions (P), engagement (E), relationships (R), meaning (M), and accomplishment (A). In line with the MHC, the PERMA model suggests that well-being consists of feeling and functioning dimensions. The PERMA-profiler was created to provide a brief measure of the five well-being dimensions (Forgeard, Jayawickreme, Kern &#x0026; Seligman, <xref ref-type="bibr" rid="CIT0011">2011</xref>).</p>
<p>Huppert and So (<xref ref-type="bibr" rid="CIT0019">2013</xref>) conceptualised flourishing in terms of positive emotions, positive characteristics (including emotional stability, vitality, optimism, resilience and self-esteem) and positive functioning (including engagement, competence, meaning and positive relationships). In their PROSPER model, Noble and McGrath (<xref ref-type="bibr" rid="CIT0040">2015</xref>) suggested that positivity (P), relationships (R), outcomes (O), strengths (S), purpose (P), engagement (E) and resilience (R) are essential elements of flourishing in educational contexts. Although the above-mentioned models suggest important dimensions of flourishing, they were not developed for work contexts.</p>
<p>Rothmann (<xref ref-type="bibr" rid="CIT0047">2013</xref>) extended the MHC of Keyes (<xref ref-type="bibr" rid="CIT0025">2002</xref>, <xref ref-type="bibr" rid="CIT0026">2005</xref>) to the work context. He suggested that flourishing is a multidimensional concept that includes dimensions of both feeling well (i.e. emotional well-being) and functioning well (i.e. psychological and social well-being) in work contexts. Emotional well-being consists of job satisfaction and a positive affect balance and was conceptualised based on the research of Keyes (<xref ref-type="bibr" rid="CIT0025">2002</xref>, <xref ref-type="bibr" rid="CIT0026">2005</xref>) and Rojas and Veenhoven (<xref ref-type="bibr" rid="CIT0045">2013</xref>). Psychological well-being consists of autonomy, competence, relatedness, learning (personal growth), meaning and purpose, and engagement. Theoretical justification of these dimensions came from Deci and Ryan (<xref ref-type="bibr" rid="CIT0002">2011</xref>), Frankl (<xref ref-type="bibr" rid="CIT0012">1992</xref>), Kahn and Heaphy (<xref ref-type="bibr" rid="CIT0023">2014</xref>), Keyes (<xref ref-type="bibr" rid="CIT0025">2002</xref>), Ryff (<xref ref-type="bibr" rid="CIT0049">1989</xref>), Seligman (<xref ref-type="bibr" rid="CIT0051">2011</xref>), Spreitzer, Lam and Fritz (<xref ref-type="bibr" rid="CIT0055">2010</xref>), and Steger, Dik and Duffy (<xref ref-type="bibr" rid="CIT0056">2012</xref>). Social well-being refers to experiences focused on social tasks that are encountered in organisations (Keyes, <xref ref-type="bibr" rid="CIT0024">1998</xref>).</p>
<p>Concerning emotional well-being, <italic>job satisfaction</italic> relates to employees&#x2019; perceptions of all aspects of their current jobs in relation to their wants and expectations. <italic>Positive affect</italic> in the work environment refers to pleasant experiences such as joy, gratitude, serenity, hope, pride and amusement. <italic>Negative affect</italic> refers to unpleasant emotions experienced in the work context, because of events such as anger, sadness, anxiety, boredom, frustration and guilt. Subsequently, the most salient affective experiences affect work life through need gratification (Rojas &#x0026; Veenhoven, <xref ref-type="bibr" rid="CIT0045">2013</xref>).</p>
<p>The self-determination theory (Deci &#x0026; Ryan, <xref ref-type="bibr" rid="CIT0002">2011</xref>; Ryan, Huta &#x0026; Deci, <xref ref-type="bibr" rid="CIT0048">2008</xref>) provides a theoretical justification for the inclusion of three psychological needs individuals have: autonomy, competence and relatedness. The need for <italic>autonomy</italic> concerns the desire to experience freedom of choice when making decisions. <italic>Competence</italic> (referred to as environmental mastery in the model of Ryff, <xref ref-type="bibr" rid="CIT0049">1989</xref>) refers to the individual&#x2019;s inherent desire to control outcomes and to experience mastery in an environment. <italic>Relatedness</italic> indicates the need to connect to others, to interact with them and to care for others. The concept of <italic>learning</italic> is included based on the concepts of &#x2018;personal growth&#x2019; in the psychological well-being model of Ryff (<xref ref-type="bibr" rid="CIT0049">1989</xref>) and &#x2018;learning&#x2019; in the model of thriving (Spreitzer et al., <xref ref-type="bibr" rid="CIT0055">2010</xref>). Individuals experience learning when they sense that they are acquiring and applying the knowledge and skills they need to do their work. Meaning and purpose at work can be viewed as employees&#x2019; subjective experiences that their work is significant, valuable and purposeful (May, Gilson &#x0026; Harter, <xref ref-type="bibr" rid="CIT0035">2004</xref>; Steger et al., <xref ref-type="bibr" rid="CIT0056">2012</xref>). <italic>Work engagement</italic> refers to employees&#x2019; connections to work (Kahn &#x0026; Heaphy, <xref ref-type="bibr" rid="CIT0023">2014</xref>), investing their energies in role behaviours and expressing themselves in roles by exhibiting authenticity (Rothbard &#x0026; Patil, <xref ref-type="bibr" rid="CIT0046">2012</xref>). Work engagement consists of a <italic>cognitive</italic> component (being alert at work, feeling absorbed and involved in one&#x2019;s work), an <italic>emotional</italic> component (being dedicated and connected to one&#x2019;s work and colleagues, and experiencing a sense of worth) and a <italic>physical</italic> component (being physically involved in a task and displaying energy) (Kahn, <xref ref-type="bibr" rid="CIT0022">1990</xref>; Kahn &#x0026; Heaphy, <xref ref-type="bibr" rid="CIT0023">2014</xref>).</p>
<p>Five features described social well-being in the work context (Rautenbach, <xref ref-type="bibr" rid="CIT0043">2015</xref>) based on Keyes&#x2019; (<xref ref-type="bibr" rid="CIT0026">2005</xref>) conceptualisation of social well-being in life: (1) <italic>Social acceptance</italic> refers to a positive attitude towards and acceptance of diversity; (2) <italic>Social growth</italic> signifies whether individuals believe in the potential of development of colleagues, groups and organisations; (3) <italic>Social contribution</italic> refers to whether individuals think that their daily actions add value to the organisation and others; (4) <italic>Social coherence</italic> indicates whether employees find their institutions and social lives meaningful and understandable; (5) <italic>Social integration</italic> reveals whether employees are experiencing a sense of relatedness, comfort and support from the organisation.</p>
<p>In summary, flourishing at work consists of three dimensions: emotional, psychological and social well-being. Emotional well-being consists of positive affect, negative affect and job satisfaction. Psychological well-being consists of autonomy, competence, relatedness, learning, meaning and purpose, and engagement. Social well-being consists of social acceptance, social growth, social contribution, social coherence and social integration.</p>
</sec>
<sec id="s0003">
<title>Person-environment fit, flourishing and intention to leave</title>
<p>Person-environment fit can be defined as the compatibility between employees and the environments in which they find themselves (Kristof-Brown &#x0026; Guay, <xref ref-type="bibr" rid="CIT0032">2011</xref>). Edwards (<xref ref-type="bibr" rid="CIT0010">2008</xref>) describes the theoretical foundations of P-E fit in the organisational context through the matching model of career decision-making of Parson (<xref ref-type="bibr" rid="CIT0042">1909</xref>), the need-press model of Murray&#x2019;s (<xref ref-type="bibr" rid="CIT0037">1938</xref>, <xref ref-type="bibr" rid="CIT0038">1951</xref>) and Lewin&#x2019;s (<xref ref-type="bibr" rid="CIT0033">1935</xref>, <xref ref-type="bibr" rid="CIT0034">1951</xref>) field theory. P-E fit is considered as a multidimensional construct as individuals experiencing fit are simultaneously nested in multiple aspects of an environment (Kristof-Brown &#x0026; Guay, <xref ref-type="bibr" rid="CIT0032">2011</xref>). Therefore, several levels of fit have been specified, such as the fit between persons and the entire organisation or their group or their job (Su, Murdock &#x0026; Rounds, <xref ref-type="bibr" rid="CIT0057">2015</xref>). The current research focuses on these three types of fit in the organisational context, namely, person-organisation fit (P-O fit), person-group fit (P-G fit) and person-job fit (P-J fit).</p>
<p>P-O fit is defined as the correspondence between personal goals and values of employees and the goals, norms and values of their organisation (Su et al., <xref ref-type="bibr" rid="CIT0057">2015</xref>). If people experience this correspondence, a perception of social inclusion and intention to stay emerges (Van Vianen, Stoelhorst &#x0026; De Goede, <xref ref-type="bibr" rid="CIT0061">2013</xref>). P-G fit entails the compatibility between the values, goals, personality and interpersonal styles of employees and their work groups (Su et al., <xref ref-type="bibr" rid="CIT0057">2015</xref>). P-G fit includes interdependence (i.e. the extent to which employees are required to work together) and social interactions (i.e. work-based relationships) (Glew, <xref ref-type="bibr" rid="CIT0014">2012</xref>). P-J fit refers to the congruence between employees&#x2019; personal characteristics and their job characteristics. P-J fit includes demands-abilities fit and need-supplies fit. Demands-abilities fit occurs when employees have the knowledge, skills and abilities to meet the demands of their jobs. Needs-supplies fit occurs when a job satisfies an employee&#x2019;s needs (Kristof-Brown &#x0026; Guay, <xref ref-type="bibr" rid="CIT0032">2011</xref>).</p>
<p>According to P-E fit theory, well-being of individuals is affected by their interactions with their environments, as well as the match between individual characteristics (e.g. knowledge, abilities, skills, needs and values) and environmental characteristics (e.g. role characteristics, organisational values and structures) (Shipp &#x0026; Jansen, <xref ref-type="bibr" rid="CIT0052">2011</xref>). Research by Schneider (<xref ref-type="bibr" rid="CIT0050">1987</xref>) and Su et al. (<xref ref-type="bibr" rid="CIT0057">2015</xref>) showed that people perform better and remain in organisations that match their personal characteristics.</p>
<p>Research by Kristof-Brown and Billsberry (<xref ref-type="bibr" rid="CIT0031">2013</xref>) has shown that P-E fit is positively associated with favourable work attitudes and behaviours (e.g. job satisfaction and performance) and negatively associated with unfavourable outcomes (e.g. organisational withdrawal and turnover). Gabriel, Diefendorff, Chandler, Moran and Greguras (<xref ref-type="bibr" rid="CIT0013">2014</xref>) found that P-O fit and P-J fit relate positively to positive affect and job satisfaction, and negatively to negative affect in the work environment.</p>
<p>Johnson, Taing, Chang and Kawamoto (<xref ref-type="bibr" rid="CIT0021">2013</xref>) state that a self-regulation process underlies the attainment of fit. Through action identification, individuals become aware of and connect to their jobs. The connection with their jobs gives meaning and purpose in the work context (Dik, Byrne &#x0026; Steger, <xref ref-type="bibr" rid="CIT0008">2013</xref>). According to Van Vianen et al. (<xref ref-type="bibr" rid="CIT0061">2013</xref>), people experience a fundamental need to belong and therefore develop collaborative relationships with others to become socially included; thus defining natural P-O fit outcomes in terms of relatedness and social integration.</p>
<p>Studies (Diedericks &#x0026; Rothmann, <xref ref-type="bibr" rid="CIT0005">2014</xref>; Seligman, <xref ref-type="bibr" rid="CIT0051">2011</xref>) showed that higher levels of positive emotions, engagement, meaning, positive relations and social well-being are negatively related to intention to leave. Intention to leave refers to an employee&#x2019;s decision or choice to leave an organisation to seek a position elsewhere (Theron et al., <xref ref-type="bibr" rid="CIT0060">2014</xref>).</p>
</sec>
<sec id="s0004">
<title>Aim and hypotheses</title>
<p>This study implies that P-E fit can influence flourishing at work and can impact intention to leave via flourishing at work:
<disp-quote>
<p><bold>H1:</bold> Emotional well-being, psychological well-being and social well-being load on one factor (namely, flourishing vs. languishing).</p>
<p><bold>H2:</bold> P-E fit predicts flourishing at work.</p>
<p><bold>H3:</bold> Flourishing at work inversely predicts intention to leave.</p>
<p><bold>H4:</bold> P-E fit relates negatively to intention to leave.</p>
<p><bold>H5:</bold> P-E fit indirectly affects intention to leave via flourishing.</p>
</disp-quote></p>
</sec>
<sec id="s0005">
<title>Research design</title>
<sec id="s20006">
<title>Research approach</title>
<p>A descriptive, cross-sectional and quantitative approach was followed (De Vos, Strydom, Fouch&#x00E9; &#x0026; Delport, <xref ref-type="bibr" rid="CIT0003">2011</xref>). Questionnaires were utilised to gather data regarding P-E fit, flourishing and turnover intention of academic employees.</p>
</sec>
<sec id="s20007">
<title>Participants</title>
<p>A total of 339 employees were recruited from three UoTs in Gauteng and the Free State. The response rate was 23&#x0025;. Most participants (91.4&#x0025;) were on the levels from junior lecturer to senior lecturer, and the largest group (50.9&#x0025;) comprised lecturers. Most of the participants (85&#x0025;) were permanently appointed.</p>
<p>General biographical characteristics of the participants are described in <xref ref-type="table" rid="T0002">Table 2</xref>. This table shows that a total of 46.2&#x0025; of the sample were males, while 53.8&#x0025; were females. The ages of the participants ranged from 24 to 74 years. The largest group of the participants comprised married (71.4&#x0025;), white South Africans (64.6&#x0025;) and those who spoke Afrikaans (56.3&#x0025;).</p>
<table-wrap id="T0002">
<label>TABLE 2</label>
<caption><p>Characteristics of the participants (<italic>n</italic> = 339).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left">Item</th>
<th align="left">Category</th>
<th align="left">Frequency</th>
<th align="left">&#x0025;</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Gender</td>
<td align="left">Male</td>
<td align="left">156</td>
<td align="left">46.0</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">Female</td>
<td align="left">182</td>
<td align="left">53.7</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">Missing</td>
<td align="left">1</td>
<td align="left">0.3</td>
</tr>
<tr>
<td align="left">Age (years)</td>
<td align="left">24 to 35</td>
<td align="left">69</td>
<td align="left">20.4</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">36 to 45</td>
<td align="left">115</td>
<td align="left">33.9</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">46 to 55</td>
<td align="left">92</td>
<td align="left">27.1</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">56 to 65</td>
<td align="left">56</td>
<td align="left">16.5</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">66 to 74</td>
<td align="left">7</td>
<td align="left">2.1</td>
</tr>
<tr>
<td align="left">Home language</td>
<td align="left">Afrikaans</td>
<td align="left">191</td>
<td align="left">56.3</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">English</td>
<td align="left">65</td>
<td align="left">19.2</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">African language</td>
<td align="left">83</td>
<td align="left">24.5</td>
</tr>
<tr>
<td align="left">Highest qualification</td>
<td align="left">Diploma</td>
<td align="left">4</td>
<td align="left">1.2</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">Postgraduate diploma</td>
<td align="left">8</td>
<td align="left">2.4</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">Degree</td>
<td align="left">44</td>
<td align="left">13.0</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">Honour&#x2019;s degree</td>
<td align="left">27</td>
<td align="left">8.0</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">Master&#x2019;s degree</td>
<td align="left">148</td>
<td align="left">43.6</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">Doctoral degree</td>
<td align="left">108</td>
<td align="left">31.8</td>
</tr>
<tr>
<td align="left">Tenure (years)</td>
<td align="left">Less than 5</td>
<td align="left">111</td>
<td align="left">32.7</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">5 to 10</td>
<td align="left">99</td>
<td align="left">29.2</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">11 to 15</td>
<td align="left">66</td>
<td align="left">19.4</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">16 to 20</td>
<td align="left">37</td>
<td align="left">11</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">21 to 25</td>
<td align="left">20</td>
<td align="left">5.9</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">More than 25</td>
<td align="left">6</td>
<td align="left">1.8</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The results in <xref ref-type="table" rid="T0002">Table 2</xref> show that almost half of the respondents (43.7&#x0025;) held a master&#x2019;s degree, while most respondents (67.3&#x0025;) had served more than 5 years in an academic profession.</p>
</sec>
<sec id="s20008">
<title>Measuring instruments</title>
<p>Three perceived fit scales from Greguras and Diefendorff (<xref ref-type="bibr" rid="CIT0015">2009</xref>) were applied to determine P-E fit aspects of P-O fit, P-G fit and P-J fit. The FAWS (Rautenbach, <xref ref-type="bibr" rid="CIT0043">2015</xref>) was used to measure flourishing at work, and questions from the Turnover Intention Scale (TIS; Sj&#x00F6;berg &#x0026; Sverke, <xref ref-type="bibr" rid="CIT0053">2000</xref>) were utilised to measure intention to leave.</p>
<p><italic>P-E fit</italic> questions from three perceived fit scales from Greguras and Diefendorff (<xref ref-type="bibr" rid="CIT0015">2009</xref>) were used. Three items of P-O fit (e.g. &#x2018;My personal values match my organisation&#x2019;s values and culture&#x2019;), P-G fit (e.g. &#x2018;The things I value in life are similar to the things my co-workers value&#x2019;) and P-J fit (e.g. &#x2018;The match is very good between the demands of my job and my personal skills&#x2019;) measured how well employees perceive their abilities to fit with these aspects. The reliability of these scales was between &#x03B1; = 0.82 and &#x03B1; = 0.88. All the fit items were rated on a five-point scale ranging from 1 (<italic>not at all</italic>) to 5 (<italic>completely</italic>).</p>
<p>The FAWS (Rautenbach, <xref ref-type="bibr" rid="CIT0043">2015</xref>) consists of 40 questions which measured the three dimensions of flourishing (emotional, psychological and social well-being) in the work context. The respondents had to answer questions regarding the frequency with which they experienced specific symptoms during the past month. Emotional well-being consists of three dimensions, namely, positive affect (three items, e.g. &#x2018;How often did you feel grateful?&#x2019;), negative affect (three items, e.g. &#x2018;How often did you feel bored?&#x2019;), and job satisfaction (two items, e.g. &#x2018;How often did you feel real enjoyment of your work?&#x2019;). Psychological well-being consists of nine dimensions, namely, autonomy satisfaction (three items, e.g. &#x2018;How often did you feel you can be yourself at your job?&#x2019;), competence satisfaction (three items, e.g. &#x2018;How often did you feel that you really master your tasks at your job?&#x2019;), relatedness satisfaction (three items, e.g. &#x2018;How often did you really connect with other people at your job?&#x2019;), learning (three items, e.g. &#x2018;How often did you find that you are developing a great deal as a person?&#x2019;), meaning and purpose (six items, e.g. &#x2018;How often did you feel that you sense what makes your job worthwhile?&#x2019;), cognitive engagement (three items, e.g. &#x2018;How often did you concentrate a lot on your work?&#x2019;), emotional engagement (three items, e.g. &#x2018;How often did you feel passionate about your job?&#x2019;), physical engagement (three items, e.g. &#x2018;How often did you feel energised when you work?&#x2019;) and social well-being (five items, e.g. &#x2018;How often did you feel you had something important to contribute to your organisation?&#x2019;). Responses were measured on a six-point scale ranging from 1 (<italic>never</italic>) to 6 (<italic>every day</italic>). Confirmatory factor analysis (CFA) was performed (Rautenbach, <xref ref-type="bibr" rid="CIT0043">2015</xref>) and the scale reliability ranged from <italic>p</italic> = 0.74 to 0.94.</p>
<p>A slightly modified version of the TIS (Sj&#x00F6;berg &#x0026; Sverke, <xref ref-type="bibr" rid="CIT0053">2000</xref>) was utilised to measure intention to leave. The adapted TIS consists of three items (e.g. &#x2018;I frequently think of quitting my job&#x2019;), and a 0.83 Cronbach alpha coefficient was reported. Response options ranged from 1 (<italic>strongly disagree</italic>) to 5 (<italic>strongly agree</italic>).</p>
</sec>
<sec id="s20009">
<title>Data analysis</title>
<p>Mplus 7.4 (Muth&#x00E9;n &#x0026; Muth&#x00E9;n, <xref ref-type="bibr" rid="CIT0036">1998&#x2013;2016</xref>) and SPSS23 (IBM Corp, <xref ref-type="bibr" rid="CIT0020">2016</xref>) were used to analyse the data. The maximum likelihood estimation with robust standard errors (MLR) was used as an estimator. Various indices were used to assess model fit for measurement and structural models, namely: (1) absolute fit indices: the chi-square statistic, standardised root mean residual (SRMR), root mean square error of approximation (RMSEA); and (2) incremental fit indices: the Tucker-Lewis index (TLI) and comparative fit index (CFI) (West, Taylor &#x0026; Wu, <xref ref-type="bibr" rid="CIT0062">2012</xref>). TLI and CFI values higher than 0.90 indicate acceptable fit of a model to the data. RMSEA and SRMR values lower than 0.08 indicate a close fit between the model and the data. Furthermore, the Akaike information criterion (AIC) and Bayes information criterion (BIC) were used to compare alternative measurement models. The AIC is a comparative measure of fit and is meaningful when one estimates different models. The lowest AIC indicates the best-fitting model. The BIC provides an indication of model parsimony (Kline, <xref ref-type="bibr" rid="CIT0030">2010</xref>). Scale reliability (&#x03C1;) was computed using the procedure suggested by Raykov (<xref ref-type="bibr" rid="CIT0044">2009</xref>).</p>
</sec>
<sec id="s20010">
<title>Research procedure</title>
<p>The researcher contacted the managements of three UoTs in Gauteng and the Free State and obtained permission and ethical clearance to conduct the study. Ethical clearance was also obtained from the Ethics Committee at the university from where the research was undertaken (Ethics number: NWU-HS-2014-0126). The researcher administered the online electronic questionnaire in English via the myresearchsurvey.com platform. A cover letter explaining the purpose of the study and emphasising the confidentiality and anonymity of the research project accompanied the survey. Participation in the project was voluntary, and respondents had the option to withdraw at any time. Participants completed an online questionnaire from the end of August until mid-October 2015. Responses to the items were captured in an Excel spreadsheet; thereafter, it was converted to an SPSS data set for analysis.</p>
</sec>
</sec>
<sec id="s0011">
<title>Results</title>
<sec id="s20012">
<title>Testing the measurement model</title>
<p>Four measurement models were tested using CFA.</p>
<p>Model 1 consisted of three latent variables: P-E fit, flourishing at work and intention to leave. P-E fit consisted of three first-order latent variables: P-O fit (measured by three items), P-G fit (measured by three items) and P-J fit (measured by three items). Flourishing at work consisted of three first-order latent variables: emotional, psychological and social well-being. Emotional well-being was divided into three second-order latent variables: positive affect (measured by three items), negative affect (measured by three items) and job satisfaction (measured by two items); psychological well-being consisted of eight second-order latent variables: autonomy satisfaction (measured by three items), competence satisfaction (measured by three items), relatedness satisfaction (measured by three items), learning (measured by three items), meaning and purpose (measured by six items), cognitive engagement (measured by three items), emotional engagement (measured by three items), physical engagement (measured by three items) and social well-being (measured by four items). Intention to leave was measured by three items. All the latent variables in model 1 were allowed to correlate.</p>
<p>Model 2 followed the same template as model 1, except that all the flourishing at work items of emotional well-being loaded on a single latent variable (measured by eight items), psychological well-being loaded on a single latent variable (measured by 27 items) and social well-being loaded on a single latent variable (measured by four items). Model 3 followed the same template, but the flourishing at work items consisted of two latent variables: hedonic well-being (feeling well) and eudaimonic well-being (functioning well). Hedonic well-being was divided into three second-order latent variables: positive affect (measured by three items), negative affect (measured by three items) and job satisfaction (measured by two items). Eudaimonic well-being consisted of two second-order latent variables: psychological well-being (measured by 27 items) and social well-being (measured by four items). Model 4 followed the same template, but all the items loaded on three latent variables: P-E fit (measured by nine items), flourishing at work (measured by 39 items) and intention to leave (measured by three items).</p>
<p><xref ref-type="table" rid="T0003">Table 3</xref> shows the fit statistics for the competing measurement models.</p>
<table-wrap id="T0003">
<label>TABLE 3</label>
<caption><p>Fit statistics of competing measurement models.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="3">Model</th>
<th align="center" valign="top" rowspan="3"><italic>&#x03C7;</italic><sup>2</sup></th>
<th align="center" valign="top" rowspan="3"><italic>df</italic></th>
<th align="center" valign="top" rowspan="3">TLI</th>
<th align="center" valign="top" rowspan="3">CFI</th>
<th align="center" colspan="2">RMSEA</th>
<th align="center" valign="top" rowspan="3">SRMR</th>
<th align="center" valign="top" rowspan="3">AIC</th>
<th align="center" valign="top" rowspan="3">BIC</th>
</tr>
<tr>
<th align="center" colspan="2"><hr/></th>
</tr>
<tr>
<th align="center">Estimate</th>
<th align="center">90&#x0025; CIs</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">1</td>
<td align="center">2726.20</td>
<td align="center">1253</td>
<td align="center">0.87</td>
<td align="center">0.88</td>
<td align="center">0.06<xref ref-type="table-fn" rid="TFN0001">&#x002A;</xref></td>
<td align="center">0.056, 0.062</td>
<td align="center">0.09</td>
<td align="center">45468.60</td>
<td align="center">46145.80</td>
</tr>
<tr>
<td align="left">2</td>
<td align="center">4263.75</td>
<td align="center">1265</td>
<td align="center">0.80</td>
<td align="center">0.74</td>
<td align="center">0.08<xref ref-type="table-fn" rid="TFN0001">&#x002A;</xref></td>
<td align="center">0.081, 0.086</td>
<td align="center">0.10</td>
<td align="center">47335.59</td>
<td align="center">47966.88</td>
</tr>
<tr>
<td align="left">3</td>
<td align="center">2718.20</td>
<td align="center">1252</td>
<td align="center">0.88</td>
<td align="center">0.87</td>
<td align="center">0.06<xref ref-type="table-fn" rid="TFN0001">&#x002A;</xref></td>
<td align="center">0.056, 0.062</td>
<td align="center">0.09</td>
<td align="center">45461.14</td>
<td align="center">46142.17</td>
</tr>
<tr>
<td align="left">4</td>
<td align="center">4825.02</td>
<td align="center">1268</td>
<td align="center">0.70</td>
<td align="center">0.69</td>
<td align="center">0.09<xref ref-type="table-fn" rid="TFN0001">&#x002A;</xref></td>
<td align="center">0.088, 0.094</td>
<td align="center">0.09</td>
<td align="center">48026.15</td>
<td align="center">48645.97</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TFN0001"><label>&#x002A;</label><p>, <italic>p</italic> &#x003C; 0.01.</p></fn>
<fn><p><italic>&#x03C7;</italic><sup>2</sup>, chi-square statistic; <italic>df</italic>, degrees of freedom; TLI, Tucker-Lewis index; CFI, comparative fit index; RMSEA, root mean square error of approximation; SRMR; standardised root mean square residual; AIC, Akaike information criterion; BIC, Bayes information criterion.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>AIC and BIC fit statistics were used, in addition to other fit indices in this study, to compare alternative measurement models. Although the AIC and BIC values of model 3 were the lowest, they were not significantly different from the values of model 1. For theoretical reasons, as well as in the interest of parsimony, it was decided to use model 1 (AIC = 45468.60, BIC = 46145.80).</p>
</sec>
<sec id="s20013">
<title>Model development</title>
<p>The analysis continued in an exploratory mode to improve the fit of model 1. Based on modification indices (MIs), two items, items 18 (&#x2018;Feel you had something important to contribute to your organisation?&#x2019;) and 38 (&#x2018;Devote a lot of energy to your job?&#x2019;), from the FAWS were removed because they significantly reduced the model fit. The fit statistics for the first adapted model (model 1.2) were as follows: AIC = 43483.90, BIC = 44138.15. Although the fit of model 1.2 improved (&#x0394;AIC = 1984.70, &#x0394;BIC = 2007.65), the MI (89.10) for the error covariance of items 30 (&#x2018;Feel your work helps you make sense of the world around you?&#x2019;) and 31 (&#x2018;Feel that your work helps you to better understand yourself?&#x2019;) indicated that the fit of model 1.2 could be improved. In model 1.3, the errors of items 30 and 31 were allowed to correlate. The AIC and BIC values for model 1.3 were as follows: AIC = 43376.91, BIC = 44034.98. A large error covariance (MI = 56.37) was indicated for items 23 (&#x2018;Find yourself learning often?&#x2019;) and 24 (&#x2018;Find that you continue to learn more as time goes by?&#x2019;). In model 1.4, the errors of items 23 and 24 were also allowed to correlate. The AIC and BIC values for model 1.4 improved slightly, as follows: AIC = 43312.15, BIC = 43974.05. In the final model, the MI (26.57) for the error covariance of items 8 (&#x2018;Experience real enjoyment in your work?&#x2019;) and 9 (&#x2018;Feel free to express your ideas and opinions in your job?&#x2019;) indicated that the model fit could be improved by allowing an error correlation between the two items. The fit statistics for model 1.5 further improved as follows: AIC = 43281.88, BIC = 43947.61. Hence, Hypothesis 1 is accepted.</p>
<p>The relationship between each manifest variable and its respective latent variable was statistically significant (<italic>p &#x003C;</italic> 0.01). Therefore, the posited relationships among indicators and constructs were established (Hair, Black, Babin &#x0026; Andersen, <xref ref-type="bibr" rid="CIT0016">2010</xref>).</p>
</sec>
<sec id="s20014">
<title>Descriptive statistics and correlations of the scales</title>
<p><xref ref-type="table" rid="T0004">Table 4</xref> shows the reliabilities and correlations for the scales.</p>
<table-wrap id="T0004">
<label>Table 4</label>
<caption><p>Reliability coefficients and correlations of the scales (<italic>n</italic> = 339).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left">Variable</th>
<th align="center"><italic>p</italic></th>
<th align="center">Mean</th>
<th align="center">SD</th>
<th align="center">1</th>
<th align="center">2</th>
<th align="center">3</th>
<th align="center">4</th>
<th align="center">5</th>
<th align="center">6</th>
<th align="center">7</th>
<th align="center">8</th>
<th align="center">9</th>
<th align="center">10</th>
<th align="center">11</th>
<th align="center">12</th>
<th align="center">13</th>
<th align="center">14</th>
<th align="center">15</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">1. Person-organisation fit</td>
<td align="center">0.87</td>
<td align="center">2.98</td>
<td align="center">0.91</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">2. Person-group fit</td>
<td align="center">0.94</td>
<td align="center">2.98</td>
<td align="center">0.94</td>
<td align="center">0.69</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">3. Person-job fit</td>
<td align="center">0.58</td>
<td align="center">4.09</td>
<td align="center">0.69</td>
<td align="center">0.39</td>
<td align="center">0.29</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">4. Positive affect</td>
<td align="center">0.79</td>
<td align="center">4.23</td>
<td align="center">1.08</td>
<td align="center">0.60</td>
<td align="center">0.45</td>
<td align="center">0.25</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">5. Negative affect</td>
<td align="center">0.74</td>
<td align="center">2.52</td>
<td align="center">1.04</td>
<td align="center">&#x2212;0.38</td>
<td align="center">&#x2212;0.29</td>
<td align="center">&#x2212;0.16</td>
<td align="center">&#x2212;0.59</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">6. Job satisfaction</td>
<td align="center">0.93</td>
<td align="center">4.13</td>
<td align="center">1.30</td>
<td align="center">0.59</td>
<td align="center">0.44</td>
<td align="center">0.25</td>
<td align="center">0.90</td>
<td align="center">&#x2212;0.57</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">7. Autonomy</td>
<td align="center">0.85</td>
<td align="center">4.25</td>
<td align="center">1.24</td>
<td align="center">0.47</td>
<td align="center">0.35</td>
<td align="center">0.20</td>
<td align="center">0.66</td>
<td align="center">&#x2212;0.42</td>
<td align="center">0.64</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">8. Competence</td>
<td align="center">0.79</td>
<td align="center">4.56</td>
<td align="center">0.98</td>
<td align="center">0.43</td>
<td align="center">0.32</td>
<td align="center">0.18</td>
<td align="center">0.60</td>
<td align="center">&#x2212;0.38</td>
<td align="center">0.58</td>
<td align="center">0.88</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">9. Relatedness</td>
<td align="center">0.80</td>
<td align="center">3.86</td>
<td align="center">1.16</td>
<td align="center">0.40</td>
<td align="center">0.30</td>
<td align="center">0.17</td>
<td align="center">0.56</td>
<td align="center">&#x2212;0.36</td>
<td align="center">0.54</td>
<td align="center">0.83</td>
<td align="center">0.75</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">10. Learning</td>
<td align="center">0.86</td>
<td align="center">4.08</td>
<td align="center">1.35</td>
<td align="center">0.51</td>
<td align="center">0.38</td>
<td align="center">0.22</td>
<td align="center">0.71</td>
<td align="center">&#x2212;0.45</td>
<td align="center">0.69</td>
<td align="center">0.71</td>
<td align="center">0.64</td>
<td align="center">0.60</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">11. Meaning and purpose</td>
<td align="center">0.94</td>
<td align="center">4.27</td>
<td align="center">1.27</td>
<td align="center">0.54</td>
<td align="center">0.40</td>
<td align="center">0.23</td>
<td align="center">0.75</td>
<td align="center">&#x2212;0.48</td>
<td align="center">0.73</td>
<td align="center">0.75</td>
<td align="center">0.67</td>
<td align="center">0.63</td>
<td align="center">0.80</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">12. Cognitive engagement</td>
<td align="center">0.89</td>
<td align="center">4.24</td>
<td align="center">1.18</td>
<td align="center">0.38</td>
<td align="center">0.28</td>
<td align="center">0.16</td>
<td align="center">0.52</td>
<td align="center">&#x2212;0.33</td>
<td align="center">0.51</td>
<td align="center">0.52</td>
<td align="center">0.47</td>
<td align="center">0.44</td>
<td align="center">0.56</td>
<td align="center">0.59</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">13. Emotional engagement</td>
<td align="center">0.93</td>
<td align="center">4.47</td>
<td align="center">1.26</td>
<td align="center">0.54</td>
<td align="center">0.40</td>
<td align="center">0.23</td>
<td align="center">0.74</td>
<td align="center">&#x2212;0.48</td>
<td align="center">0.73</td>
<td align="center">0.74</td>
<td align="center">0.67</td>
<td align="center">0.63</td>
<td align="center">0.80</td>
<td align="center">0.84</td>
<td align="center">0.59</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">14. Physical engagement</td>
<td align="center">0.90</td>
<td align="center">4.26</td>
<td align="center">1.25</td>
<td align="center">0.49</td>
<td align="center">0.37</td>
<td align="center">0.21</td>
<td align="center">0.69</td>
<td align="center">&#x2212;0.44</td>
<td align="center">0.67</td>
<td align="center">0.68</td>
<td align="center">0.62</td>
<td align="center">0.58</td>
<td align="center">0.74</td>
<td align="center">0.78</td>
<td align="center">0.54</td>
<td align="center">0.77</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">15. Social well-being</td>
<td align="center">0.90</td>
<td align="center">3.44</td>
<td align="center">1.30</td>
<td align="center">0.57</td>
<td align="center">0.42</td>
<td align="center">0.24</td>
<td align="center">0.79</td>
<td align="center">&#x2212;0.50</td>
<td align="center">0.77</td>
<td align="center">0.62</td>
<td align="center">0.56</td>
<td align="center">0.53</td>
<td align="center">0.67</td>
<td align="center">0.70</td>
<td align="center">0.49</td>
<td align="center">0.70</td>
<td align="center">0.65</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">16. Intention to leave</td>
<td align="center">0.71</td>
<td align="center">2.47</td>
<td align="center">1.24</td>
<td align="center">&#x2212;0.33</td>
<td align="center">&#x2212;0.24</td>
<td align="center">&#x2212;0.14</td>
<td align="center">&#x2212;0.54</td>
<td align="center">0.35</td>
<td align="center">&#x2212;0.53</td>
<td align="center">&#x2212;0.43</td>
<td align="center">&#x2212;0.39</td>
<td align="center">&#x2212;0.36</td>
<td align="center">&#x2212;0.46</td>
<td align="center">&#x2212;0.49</td>
<td align="center">&#x2212;0.34</td>
<td align="center">&#x2212;0.48</td>
<td align="center">&#x2212;0.44</td>
<td align="center">&#x2212;0.51</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Note: All correlations are statistically significant (<italic>p</italic> &#x003C; 0.01).</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The results showed that respondents scored high on P-J fit (mean = 4.09; SD = 0.69) but low on P-G fit (mean = 2.98; SD = 0.94) and P-O fit (mean = 2.98; SD = 0.91), which reflect a perception that individuals fit with their jobs but not with organisations and groups they are working in. <xref ref-type="table" rid="T0004">Table 4</xref> shows scale reliabilities range from 0.58 to 0.94. The reliability of the P-J fit scale was somewhat lower than the prescribed value but still above 0.55 and sufficiently acceptable for basic research (Nunnally, <xref ref-type="bibr" rid="CIT0041">1978</xref>). The other scales have acceptable internal consistencies (Raykov, <xref ref-type="bibr" rid="CIT0044">2009</xref>).</p>
<p><xref ref-type="fig" rid="F0001">Figure 1</xref> shows the mean scores of the total sample on the 12 dimensions of flourishing over the last month.</p>
<fig id="F0001">
<label>FIGURE 1</label>
<caption><p>Mean scores on 12 dimensions of flourishing.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="SAJIP-43-1422-g001.tif"/>
</fig>
<p><xref ref-type="fig" rid="F0001">Figure 1</xref> shows that the lowest scores were obtained on relatedness and social well-being. Although a low score was also obtained on negative affect, it should be noted that negative affect is on a reversed scored scale. The highest scores were obtained on competence and emotional engagement. Concerning intention to leave, approximately 25&#x0025; of the responses were received on scales 4 and 5, which indicate that almost a quarter of the respondents had intentions to leave their organisation.</p>
</sec>
<sec id="s20015">
<title>Testing the structural model</title>
<p>The structural model was tested based on the measurement model. <xref ref-type="table" rid="T0005">Table 5</xref> gives an account of the fit statistics and standardised regression coefficients for the three competing structural models. The final measurement model showed a chi-square value of 2169.45 and the best-fitting structural model showed a chi-square value of 2169.45. There was no difference between the chi-square of the best-fitting measurement and structural models, which suggests that the model specification was acceptable.</p>
<table-wrap id="T0005">
<label>TABLE 5</label>
<caption><p>Fit indices and standardised path coefficients of the structural models.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left">Measures</th>
<th align="left">Variable</th>
<th align="left">Direct effects (model 2)</th>
<th align="left">Direct and indirect effects (model 1)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Fit indices</td>
<td align="left">&#x03C7;<sup>2</sup></td>
<td align="left">2226.29<xref ref-type="table-fn" rid="TFN0002">&#x002A;</xref></td>
<td align="left">2167.07<xref ref-type="table-fn" rid="TFN0002">&#x002A;</xref></td>
</tr>
<tr>
<td align="left"></td>
<td align="left"><italic>df</italic></td>
<td align="left">1152</td>
<td align="left">1151</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">TLI</td>
<td align="left">0.90</td>
<td align="left">0.91</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">CFI</td>
<td align="left">0.91</td>
<td align="left">0.91</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">RMSEA</td>
<td align="left">0.05</td>
<td align="left">0.05</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">RMSEA 90&#x0025; CI</td>
<td align="left">0.049, 0.056</td>
<td align="left">0.048, 0.054</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">SRMR</td>
<td align="left">0.08</td>
<td align="left">0.08</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">AIC</td>
<td align="left">43342.85</td>
<td align="left">43281.88</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">BIC</td>
<td align="left">44004.74</td>
<td align="left">43947.61</td>
</tr>
<tr>
<td align="left">Direct effects of P-E fit</td>
<td align="left">Flourishing</td>
<td align="left">0.81<xref ref-type="table-fn" rid="TFN0002">&#x002A;</xref></td>
<td align="left">0.69<xref ref-type="table-fn" rid="TFN0002">&#x002A;</xref></td>
</tr>
<tr>
<td align="left">Direct effects of flourishing</td>
<td align="left">Intention to leave</td>
<td align="left">-</td>
<td align="left">&#x2212;0.68<xref ref-type="table-fn" rid="TFN0002">&#x002A;</xref></td>
</tr>
<tr>
<td align="left">Direct effects of P-E fit</td>
<td align="left">Intention to leave</td>
<td align="left">&#x2212;0.51<xref ref-type="table-fn" rid="TFN0002">&#x002A;</xref></td>
<td align="left">0.13</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TFN0002"><label>&#x002A;</label><p>, <italic>p</italic> &#x003C; 0.01.</p></fn>
<fn><p>&#x03C7;<sup>2</sup>, chi-square statistic; <italic>df</italic>, degrees of freedom; TLI, Tucker-Lewis index; CFI, comparative fit index; RMSEA, root mean square error of approximation; SRMR; standardised root mean square residual; AIC, Akaike information criterion; BIC, Bayes information criterion; P-E, person-environment</p></fn>
</table-wrap-foot>
</table-wrap>
<p>This model yielded the following fit statistics: &#x03C7;&#x00B2; = 2169.45, df = 1151; <italic>p</italic> &#x003C; 0.001; TLI = 0.91; CFI = 0.91; RMSEA = 0.05 (90&#x0025; CI 0.048, 0.054); SRMR = 0.08. These statistics show a good fit for the hypothesised model. Given the cross-sectional nature of the data, another model was tested (see <xref ref-type="table" rid="T0005">Table 5</xref>). Model 2 (the direct effects model) included paths from P-E fit to flourishing and intention to leave. However, the path from flourishing to intention to leave was constrained to zero. The following changes in chi-square (&#x0394;&#x03C7;<sup>2</sup>) were found: Models 1 and 2 (&#x0394;&#x03C7;<sup>2</sup> = 33.69, &#x0394;<italic>df</italic> = 1, <italic>p</italic> &#x003C; 0.001). <xref ref-type="table" rid="T0005">Table 5</xref> shows the standardised path coefficients estimated by Mplus for the hypothesised model. <xref ref-type="fig" rid="F0002">Figure 2</xref> shows the structural model.</p>
<fig id="F0002">
<label>FIGURE 2</label>
<caption><p>The structural model (standardised solution with standard errors in parentheses).</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="SAJIP-43-1422-g002.tif"/>
</fig>
<p>Next, the obtained relations of the best-fitting and most parsimonious structural model (model 1) are discussed regarding the hypotheses of this study.</p>
<p>For the portion of the model predicting <italic>flourishing at work</italic>, the path coefficient of P-E fit (<italic>&#x03B2;</italic> = 0.68, <italic>p</italic> &#x003C; 0.06) was statistically significant and had the expected sign. P-E fit therefore predicts flourishing at work. Hypothesis 2 is accepted.</p>
<p>For the portion of the model predicting <italic>intention to leave</italic>, the path coefficient of flourishing (<italic>&#x03B2;</italic> = &#x2212;0.59, <italic>p</italic> &#x003C; 0.08) was statistically significant and had the expected sign. Flourishing predicts intention to leave. Hypothesis 3 is accepted.</p>
</sec>
<sec id="s20016">
<title>Indirect effects</title>
<p>Hayes&#x2019;s (<xref ref-type="bibr" rid="CIT0017">2013</xref>) procedure was followed to investigate the indirect effect of P-E fit on intentions to leave. Bootstrapping (with 10 000 samples) was used to construct two-sided bias-corrected 95&#x0025; confidence intervals (CIs) to evaluate indirect effects. The indirect effect was -0.47 (-0.65, -0.34) and shows that the P-E fit had a significant negative effect on intention to leave via flourishing at work. Hypotheses 4 and 5 are supported.</p>
<p>In terms of the effect sizes (Cohen, <xref ref-type="bibr" rid="CIT0001">1988</xref>), the indirect effects model accounts for the following percentages of the variance: P-E fit explained 47&#x0025; of the variance in flourishing, which shows that the P-E fit has a large influence on flourishing. Flourishing explained 36&#x0025; of the variance for intention to leave, which confirms that a lack of flourishing (i.e. languishing) does have a large effect on the tendency of individuals to leave organisations.</p>
</sec>
</sec>
<sec id="s0017">
<title>Discussion</title>
<p>The aim of this study was to investigate the relationship between P-E fit, flourishing at work and intention to leave. The results confirmed the internal consistency and construct validity of the long form of a measure of flourishing at work. The results provided support for a model in which P-E fit predicted flourishing at work, which in turn predicted intention to leave. P-E fit had a large effect on flourishing. A lack of flourishing had a large effect on the tendency of individuals to leave organisations.</p>
<p>The multidimensional perspective of flourishing at work confirmed the inclusion of the feeling well (emotional well-being) and functioning well (psychological and social well-being) dimensions, as adopted in the model of Keyes (<xref ref-type="bibr" rid="CIT0026">2005</xref>). A three-factor model of flourishing at work was found to be superior to the one- and two-factor models. This finding corresponds with the findings of Rautenbach (<xref ref-type="bibr" rid="CIT0043">2015</xref>) supporting the three well-being dimensions of the FAWS. These results support the construct validity of the FAWS. The reliabilities of the flourishing dimension scales were acceptable (<italic>p</italic> &#x003E; 0.70), except for the subscale that measures negative affect. Thus, the FAWS provided a useful assessment of self-reported flourishing at work.</p>
<p>Findings revealed that almost a quarter of academics had intentions to leave their organisation. The loss of human capital might hold severe cost and productivity implications for these institutions (Son, Kim &#x0026; Kim, <xref ref-type="bibr" rid="CIT0054">2014</xref>). The manifestation of intention to leave by academics, the so-called brain drain, was found in studies in higher education (Theron et al., <xref ref-type="bibr" rid="CIT0060">2014</xref>). The results of this study supported the multidimensionality of the scale which was used to measure P-E fit. P-O fit was strongly related to P-G fit, while P-J fit was moderately related to P-O fit and P-G fit. Unexpectedly, the reliability of P-J fit subscale was lower than the guidelines of 0.70.</p>
<p>P-E fit predicted a large percentage of the variance in flourishing. Therefore, individuals who perceived that they fit into their work and organisational environment were more inclined to feel and function well. Previous studies (Dik et al., <xref ref-type="bibr" rid="CIT0008">2013</xref>; Gabriel et al., <xref ref-type="bibr" rid="CIT0013">2014</xref>; Kristof-Brown &#x0026; Billsberry, <xref ref-type="bibr" rid="CIT0031">2013</xref>; Van Vianen et al., <xref ref-type="bibr" rid="CIT0061">2013</xref>) also showed that dimensions of P-E fit had a close connection to the dimensions of flourishing at work. Su et al. (<xref ref-type="bibr" rid="CIT0057">2015</xref>) found that people who perceive a fit between their personal goals and the organisation goals are motivated towards positive behaviours and career outcomes. These positive behaviours and career outcomes support flourishing at work and might, therefore, be seen to play a bigger role in defining P-E fit. Results showed that academics who feel that they fit in their organisations are also individuals who experience positive affect, feel satisfied with their jobs, experience meaning, purpose and emotional engagement in work and their social well-being is higher. The results showed that the P-O and P-G contributed more to explaining the variance in P-E fit than P-J fit. However, the poor reliability of the P-J fit subscale probably contributed to this finding.</p>
<p>Academics who feel they fit with their group members experienced positive affect, job satisfaction and social well-being. These results concurred with findings on experiences of employees in previous studies (Dik et al., <xref ref-type="bibr" rid="CIT0008">2013</xref>; Gabriel et al., <xref ref-type="bibr" rid="CIT0013">2014</xref>; Johnson et al., <xref ref-type="bibr" rid="CIT0021">2013</xref>; Van Vianen et al., <xref ref-type="bibr" rid="CIT0061">2013</xref>).</p>
<p>Flourishing at work predicted a large percentage of variance in intention to leave, which suggests that employees who do not flourish might think of leaving their organisations. This result is supported by findings that low intentions to leave are explained by flourishing at work (Diedericks &#x0026; Rothmann, <xref ref-type="bibr" rid="CIT0005">2014</xref>; Swart &#x0026; Rothmann, <xref ref-type="bibr" rid="CIT0058">2012</xref>). The current challenges in retaining key and talented academic staff (HESA, <xref ref-type="bibr" rid="CIT0018">2011</xref>) can thus be addressed by focusing on the increment of flourishing behaviour.</p>
</sec>
<sec id="s0018">
<title>Limitations of the study</title>
<p>The study had several limitations. Firstly, self-reports were used to gather data, which might cause inflated results. This is especially true for the relation between PE fit and flourishing. Future studies could consider alternatives for self-reports of fit assessment, such as co-worker and supervisor ratings. Secondly, the sample was restricted to three UoTs in the Free State and Gauteng, and therefore external generalisation cannot be made from this study. Thirdly, given the cross-sectional design of the study, it was not possible to study the stability of flourishing over time. Lastly, only one item was used to measure each facet of social well-being in this study. Future studies should include at least three items per facet (Kline, <xref ref-type="bibr" rid="CIT0030">2010</xref>). Although most of the findings were encouraging and an important step towards understanding the nature of flourishing at work, more research is needed in different organisational environments. Work-related factors associated with the flourishing of employees should be investigated, and intervention programmes should be developed and implemented to promote flourishing in the work context.</p>
</sec>
<sec id="s0019">
<title>Managerial implications and recommendations</title>
<p>This study showed that relationships between P-E fit, flourishing at work and intention to leave do exist. The fact that P-O and P-G fit showed high results in relation to flourishing gives an indication that human resource practitioners and industrial psychologists should consider interventions focusing on the promotion of P-O and P-G fit in order to increase flourishing of employees, which will in turn curb intentions to leave.</p>
<p>Interventions to address fit aspects should focus on recruitment and selection practices to ensure that the right person is appointed in the right job, provide substantial coaching and orientation programmes for newly appointed staff to create a sense of belonging and engagement, and initiate diversity training workshops to provide a better perspective and understanding of differences between people.</p>
<p>Flourishing-specific interventions of employees could focus on the implementation of training programmes to enhance personal growth and development, provide counselling opportunities, initiate resilience training, and build and promote positive social relationships. By promoting healthy social relations, social well-being in the environment will enable employees to positively contribute to individual, group and organisational success. Coupled with the theoretical perspectives, the belief is that there is compelling evidence to show that efforts to improve fit on organisational and group levels, as well as to enrich social well-being, will enhance P-E fit and flourishing at work. Consequently, higher levels of flourishing at work will reduce intentions to leave.</p>
</sec>
<sec id="s0020">
<title>Conclusion</title>
<p>The study confirmed the reliability and validity of a multidimensional scale which measures well-being at work on a continuum from flourishing to languishing. Flourishing at work is strongly related to P-E fit, specifically the P-O fit dimension. P-E fit and subjective well-being (expressed on a continuum from flourishing to languishing) strongly predicted intentions to leave the organisation.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>The authors would like to thank Thuthuka of the National Research Foundation (NRF) and the Vaal University of Technology for the funding of the article.</p>
<sec id="s20021" sec-type="COI-statement">
<title>Competing interests</title>
<p>The authors declare that they have no financial or personal relationship(s) which may have inappropriately influenced them in writing this article</p>
</sec>
<sec id="s20022">
<title>Authors&#x2019; contributions</title>
<p>The authors contributed equally to this project.</p>
</sec>
</ack>
<ref-list id="references">
<title>References</title>
<ref id="CIT0001"><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 edn</edition>.). <publisher-loc>Hillsdale, NJ</publisher-loc>: <publisher-name>Lawrence Erlbaum Associates</publisher-name>.</mixed-citation></ref>
<ref id="CIT0002"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Deci</surname>, <given-names>E.L</given-names></string-name>., &#x0026; <string-name><surname>Ryan</surname>, <given-names>R.M</given-names></string-name></person-group>. (<year>2011</year>). <article-title>Levels of analysis: Regnant causes of behaviour and well-being: The role of psychological needs</article-title>. <source><italic>Psychological Inquiry</italic></source>, <volume>22</volume>, <fpage>17</fpage>&#x2013;<lpage>22</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/1047840X.2011.545978">https://doi.org/10.1080/1047840X.2011.545978</ext-link></comment></mixed-citation></ref>
<ref id="CIT0003"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>De Vos</surname>, <given-names>A.S</given-names></string-name>., <string-name><surname>Strydom</surname>, <given-names>H</given-names></string-name>., <string-name><surname>Fouch&#x00E9;</surname>, <given-names>C.B</given-names></string-name>., &#x0026; <string-name><surname>Delport</surname>, <given-names>C.L.S</given-names></string-name></person-group>. (<year>2011</year>). <source><italic>Research at grass roots</italic></source> (<edition>4th edn</edition>.). <publisher-loc>Vanderbijlpark, South Africa</publisher-loc>: <publisher-name>Van Schaik</publisher-name>.</mixed-citation></ref>
<ref id="CIT0004"><mixed-citation publication-type="thesis"><person-group person-group-type="author"><string-name><surname>Diedericks</surname>, <given-names>E</given-names></string-name></person-group>. (<year>2012</year>). <source><italic>Flourishing of employees in the information technology industry in South Africa</italic></source>. <comment>Unpublished doctoral thesis</comment>, <publisher-name>North-West University</publisher-name>, <publisher-loc>Vanderbijlpark, South Africa</publisher-loc>.</mixed-citation></ref>
<ref id="CIT0005"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Diedericks</surname>, <given-names>E</given-names></string-name>., &#x0026; <string-name><surname>Rothmann</surname>, <given-names>S</given-names></string-name></person-group>. (<year>2014</year>). <article-title>Flourishing of information technology professionals: Effects on individual and organisational outcomes</article-title>. <source><italic>SA Journal of Business Management</italic></source>, <volume>45</volume>(<issue>1</issue>), <fpage>27</fpage>&#x2013;<lpage>41</lpage>.</mixed-citation></ref>
<ref id="CIT0006"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Diener</surname>, <given-names>E</given-names></string-name></person-group>. (<year>1984</year>). <article-title>Subjective well-being</article-title>. <source><italic>Psychological Bulletin</italic></source>, <volume>95</volume>, <fpage>542</fpage>&#x2013;<lpage>575</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1037/0033-2909.95.3.542">https://doi.org/10.1037/0033-2909.95.3.542</ext-link></comment></mixed-citation></ref>
<ref id="CIT0007"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Diener</surname>, <given-names>E</given-names></string-name>., <string-name><surname>Wirtz</surname>, <given-names>D</given-names></string-name>., <string-name><surname>Tov</surname>, <given-names>W</given-names></string-name>., <string-name><surname>Kim-Prieto</surname>, <given-names>C</given-names></string-name>., <string-name><surname>Choi</surname>, <given-names>D.W</given-names></string-name>., <string-name><surname>Oishi</surname>, <given-names>S</given-names></string-name>., <etal>et al</etal></person-group>. (<year>2010</year>). <article-title>New well-being measures: Short scales to assess flourishing and positive and negative feelings</article-title>. <source><italic>Social Indicators Research</italic></source>, <volume>97</volume>(<issue>2</issue>), <fpage>143</fpage>&#x2013;<lpage>156</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s11205-009-9493-y">https://doi.org/10.1007/s11205-009-9493-y</ext-link></comment></mixed-citation></ref>
<ref id="CIT0008"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Dik</surname>, <given-names>B.J</given-names></string-name>., <string-name><surname>Byrne</surname>, <given-names>Z.S</given-names></string-name>., &#x0026; <string-name><surname>Steger</surname>, <given-names>M.F</given-names></string-name></person-group>. (<year>2013</year>). <source><italic>Purpose and meaning in the workplace</italic></source>. <publisher-loc>Washington, DC</publisher-loc>: <publisher-name>American Psychological Association</publisher-name>.</mixed-citation></ref>
<ref id="CIT0009"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Du Pr&#x00E9;</surname>, <given-names>R</given-names></string-name></person-group>. (<year>2009</year>). <source><italic>The place and role of universities of technology in South Africa</italic></source>. <publisher-loc>Bloemfontein, South Africa</publisher-loc>: <publisher-name>South African Technology Network</publisher-name>.</mixed-citation></ref>
<ref id="CIT0010"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Edwards</surname>, <given-names>J.R</given-names></string-name></person-group>. (<year>2008</year>). <article-title>Person-environment fit in organizations: An assessment of theoretical progress</article-title>. <source><italic>The Academy of Management Annals</italic></source>, <volume>2</volume>, <fpage>167</fpage>&#x2013;<lpage>230</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/19416520802211503">https://doi.org/10.1080/19416520802211503</ext-link></comment></mixed-citation></ref>
<ref id="CIT0011"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Forgeard</surname>, <given-names>M.J.C</given-names></string-name>., <string-name><surname>Jayawickreme</surname>, <given-names>E</given-names></string-name>., <string-name><surname>Kern</surname>, <given-names>M</given-names></string-name>., &#x0026; <string-name><surname>Seligman</surname>, <given-names>M.E.P</given-names></string-name></person-group>. (<year>2011</year>). <article-title>Doing the right thing: Measuring wellbeing for public policy</article-title>. <source><italic>International Journal of Wellbeing</italic></source>, <volume>1</volume>(<issue>1</issue>), <fpage>79</fpage>&#x2013;<lpage>106</lpage>.</mixed-citation></ref>
<ref id="CIT0012"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Frankl</surname>, <given-names>V.E</given-names></string-name></person-group>. (<year>1992</year>). <source><italic>Man&#x2019;s search for meaning</italic></source> (<edition>4th edn</edition>.). <publisher-loc>Boston, MA</publisher-loc>: <publisher-name>Beacon Press</publisher-name>.</mixed-citation></ref>
<ref id="CIT0013"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Gabriel</surname>, <given-names>A.S</given-names></string-name>., <string-name><surname>Diefendorff</surname>, <given-names>J.M</given-names></string-name>., <string-name><surname>Chandler</surname>, <given-names>M.M</given-names></string-name>., <string-name><surname>Moran</surname>, <given-names>C.M</given-names></string-name>., &#x0026; <string-name><surname>Greguras</surname>, <given-names>G.J</given-names></string-name></person-group>. (<year>2014</year>). <article-title>The dynamic relationships of work affect and job satisfaction with perceptions of fit</article-title>. <source><italic>Personnel Psychology</italic></source>, <volume>67</volume>(<issue>2</issue>), <fpage>389</fpage>&#x2013;<lpage>420</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/peps.12042">https://doi.org/10.1111/peps.12042</ext-link></comment></mixed-citation></ref>
<ref id="CIT0014"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Glew</surname>, <given-names>D.J</given-names></string-name></person-group>. (<year>2012</year>). <article-title>Effects of interdependence and social interaction-based person-team fit</article-title>. <source><italic>Administrative Sciences</italic></source>, <volume>2</volume>(<issue>1</issue>), <fpage>26</fpage>&#x2013;<lpage>46</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/admsci2010026">https://doi.org/10.3390/admsci2010026</ext-link></comment></mixed-citation></ref>
<ref id="CIT0015"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Greguras</surname>, <given-names>G.J</given-names></string-name>., &#x0026; <string-name><surname>Diefendorff</surname>, <given-names>J.M</given-names></string-name></person-group>. (<year>2009</year>). <article-title>Different fits satisfy different needs: Linking person-environment fit to employee commitment and performance using self- determination theory</article-title>. <source><italic>Journal of Applied Psychology</italic></source>, <volume>94</volume>(<issue>2</issue>), <fpage>465</fpage>&#x2013;<lpage>477</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1037/a0014068">https://doi.org/10.1037/a0014068</ext-link></comment></mixed-citation></ref>
<ref id="CIT0016"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Hair</surname>, <given-names>J.F</given-names></string-name>., <string-name><surname>Black</surname>, <given-names>W.C</given-names></string-name>., <string-name><surname>Babin</surname>, <given-names>B.J</given-names></string-name>., &#x0026; <string-name><surname>Andersen</surname>, <given-names>R.E</given-names></string-name></person-group>. (<year>2010</year>). <source><italic>Multivariate data analysis: A global perspective</italic></source>. <publisher-loc>Upper Saddle River, NJ</publisher-loc>: <publisher-name>Pearson</publisher-name>.</mixed-citation></ref>
<ref id="CIT0017"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Hayes</surname>, <given-names>A.F</given-names></string-name></person-group>. (<year>2013</year>). <source><italic>Introduction to mediation, moderation, and conditional process analysis: A regression-based approach</italic></source>. <publisher-loc>New York</publisher-loc>: <publisher-name>The Guilford Press</publisher-name>.</mixed-citation></ref>
<ref id="CIT0018"><mixed-citation publication-type="book"><person-group person-group-type="author"><collab>Higher Education South Africa (HESA)</collab></person-group>. (<year>2011</year>). <source><italic>A generation of growth: Proposal for a national programme to develop the next generation of academics for South African higher education</italic></source>. <publisher-loc>Pretoria, South Africa</publisher-loc>: <publisher-name>University of South Africa</publisher-name>.</mixed-citation></ref>
<ref id="CIT0019"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Huppert</surname>, <given-names>F.A</given-names></string-name>., &#x0026; <string-name><surname>So</surname>, <given-names>T.T.C</given-names></string-name></person-group>. (<year>2013</year>). <article-title>Flourishing across Europe: Application of a new conceptual framework for defining well-being</article-title>. <source><italic>Social Indicators Research</italic></source>, <volume>110</volume>, <fpage>837</fpage>&#x2013;<lpage>861</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s11205-011-9966-7">https://doi.org/10.1007/s11205-011-9966-7</ext-link></comment></mixed-citation></ref>
<ref id="CIT0020"><mixed-citation publication-type="book"><person-group person-group-type="author"><collab>IBM Corp</collab></person-group>. (<year>2016</year>). <source><italic>IBM SPSS statistics: Version 23</italic></source>. <publisher-loc>Chicago, IL</publisher-loc>: <publisher-name>IBM Corporation</publisher-name>.</mixed-citation></ref>
<ref id="CIT0021"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Johnson</surname>, <given-names>R.E</given-names></string-name>., <string-name><surname>Taing</surname>, <given-names>M.U</given-names></string-name>., <string-name><surname>Chang</surname>, <given-names>C</given-names></string-name>., &#x0026; <string-name><surname>Kawamoto</surname>, <given-names>C.K</given-names></string-name></person-group>. (<year>2013</year>). <chapter-title>A self-regulation approach to person-environment fit</chapter-title>. In <person-group person-group-type="editor"><string-name><given-names>A.L.</given-names> <surname>Kristof-Brown</surname></string-name> &#x0026; <string-name><given-names>J.</given-names> <surname>Billsberry</surname></string-name> (Eds.)</person-group>, <source><italic>Organizational fit: Key issues and new directions</italic></source> (pp. <fpage>74</fpage>&#x2013;<lpage>98</lpage>). <publisher-loc>Malden, MA</publisher-loc>: <publisher-name>Wiley</publisher-name>.</mixed-citation></ref>
<ref id="CIT0022"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kahn</surname>, <given-names>W.A</given-names></string-name></person-group>. (<year>1990</year>). <article-title>Psychological conditions of personal engagement and disengagement at work</article-title>. <source><italic>Academy of Management Journal</italic></source>, <volume>33</volume>, <fpage>692</fpage>&#x2013;<lpage>724</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2307/256287">https://doi.org/10.2307/256287</ext-link></comment></mixed-citation></ref>
<ref id="CIT0023"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Kahn</surname>, <given-names>W.A</given-names></string-name>., &#x0026; <string-name><surname>Heaphy</surname>, <given-names>E.D</given-names></string-name></person-group>. (<year>2014</year>). <chapter-title>Relational contexts of personal engagement at work</chapter-title>. In <person-group person-group-type="editor"><string-name><given-names>C.</given-names> <surname>Truss</surname></string-name>, <string-name><given-names>R.</given-names> <surname>Delbridge</surname></string-name>, <string-name><given-names>E.</given-names> <surname>Soane</surname></string-name>, <string-name><given-names>K.</given-names> <surname>Alfes</surname></string-name>, &#x0026; <string-name><given-names>A.</given-names> <surname>Shantz</surname></string-name> (Eds.)</person-group>, <source><italic>Employee engagement in theory and practice</italic></source> (pp. <fpage>82</fpage>&#x2013;<lpage>96</lpage>). <publisher-loc>Abingdon, United Kingdom</publisher-loc>: <publisher-name>Routledge</publisher-name>.</mixed-citation></ref>
<ref id="CIT0024"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Keyes</surname>, <given-names>C.L.M</given-names></string-name></person-group>. (<year>1998</year>). <article-title>Social well-being</article-title>. <source><italic>Social Psychology Quarterly</italic></source>, <volume>61</volume>, <fpage>121</fpage>&#x2013;<lpage>140</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2307/2787065">https://doi.org/10.2307/2787065</ext-link></comment></mixed-citation></ref>
<ref id="CIT0025"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Keyes</surname>, <given-names>C.L.M</given-names></string-name></person-group>. (<year>2002</year>). <article-title>The mental health continuum: From languishing to flourishing in life</article-title>. <source><italic>Journal of Health and Social Behavior</italic></source>, <volume>43</volume>, <fpage>207</fpage>&#x2013;<lpage>222</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2307/3090197">https://doi.org/10.2307/3090197</ext-link></comment></mixed-citation></ref>
<ref id="CIT0026"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Keyes</surname>, <given-names>C.L.M</given-names></string-name></person-group>. (<year>2005</year>). <article-title>Mental illness and/or mental health? Investing axioms of the complete state model of health</article-title>. <source><italic>Journal of Consulting and Clinical Psychology</italic></source>, <volume>73</volume>, <fpage>539</fpage>&#x2013;<lpage>548</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1037/0022-006X.73.3.539">https://doi.org/10.1037/0022-006X.73.3.539</ext-link></comment></mixed-citation></ref>
<ref id="CIT0027"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Keyes</surname>, <given-names>C.L.M</given-names></string-name></person-group>. (<year>2007</year>). <article-title>Promoting and protecting mental health as flourishing: A complementary strategy for improving national mental health</article-title>. <source><italic>American Psychologist</italic></source>, <volume>62</volume>, <fpage>95</fpage>&#x2013;<lpage>108</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1037/0003-066X.62.2.95">https://doi.org/10.1037/0003-066X.62.2.95</ext-link></comment></mixed-citation></ref>
<ref id="CIT0028"><mixed-citation publication-type="other"><person-group person-group-type="author"><string-name><surname>Keyes</surname>, <given-names>C.L.M</given-names></string-name></person-group>. (<year>2009</year>). <source><italic>Brief description of the Mental Health Continuum Short Form (MHC-SF)</italic></source>. <comment>Retrieved March 16, 2017, from <ext-link ext-link-type="uri" xlink:href="https://www.aacu.org/sites/default/files/MHC-SFEnglish.pdf">https://www.aacu.org/sites/default/files/MHC-SFEnglish.pdf</ext-link> 16 March 2017</comment></mixed-citation></ref>
<ref id="CIT0029"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Keyes</surname>, <given-names>C.L.M</given-names></string-name>., &#x0026; <string-name><surname>Annas</surname>, <given-names>J</given-names></string-name></person-group>. (<year>2009</year>). <article-title>Feeling good and functioning well: Distinctive concepts in ancient philosophy and contemporary science</article-title>. <source><italic>Journal of Positive Psychology</italic></source>, <volume>4</volume>, <fpage>197</fpage>&#x2013;<lpage>201</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/17439760902844228">https://doi.org/10.1080/17439760902844228</ext-link></comment></mixed-citation></ref>
<ref id="CIT0030"><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>2010</year>). <source><italic>Principles and practice of structural equation modeling</italic></source> (<edition>3rd edn</edition>.). <publisher-loc>New York</publisher-loc>: <publisher-name>Guilford Press</publisher-name>.</mixed-citation></ref>
<ref id="CIT0031"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Kristof-Brown</surname>, <given-names>A.L</given-names></string-name>., &#x0026; <string-name><surname>Billsberry</surname>, <given-names>J</given-names></string-name></person-group>. (<year>2013</year>). <chapter-title>Fit for future</chapter-title>. In <person-group person-group-type="editor"><string-name><given-names>A.L.</given-names> <surname>Kristof-Brown</surname></string-name> &#x0026; <string-name><given-names>J.</given-names> <surname>Billsberry</surname></string-name> (Eds.)</person-group>, <source><italic>Organizational fit: Key issues and new directions</italic></source> (pp. <fpage>1</fpage>&#x2013;<lpage>18</lpage>). <publisher-loc>Malden, MA</publisher-loc>: <publisher-name>Wiley</publisher-name>.</mixed-citation></ref>
<ref id="CIT0032"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Kristof-Brown</surname>, <given-names>A.L</given-names></string-name>., &#x0026; <string-name><surname>Guay</surname>, <given-names>R.P</given-names></string-name></person-group>. (<year>2011</year>). <chapter-title>Person-environment fit</chapter-title>. In <person-group person-group-type="editor"><string-name><given-names>S.</given-names> <surname>Zedeck</surname></string-name> (Ed.)</person-group>, <source><italic>APA handbook of industrial and organizational psychology &#x2013; Volume 3</italic></source> (pp. <fpage>3</fpage>&#x2013;<lpage>50</lpage>). <publisher-loc>Washington, DC</publisher-loc>: <publisher-name>APA</publisher-name>.</mixed-citation></ref>
<ref id="CIT0033"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Lewin</surname>, <given-names>K</given-names></string-name></person-group>. (<year>1935</year>). <source><italic>A dynamic theory of personality</italic></source>. <publisher-loc>New York</publisher-loc>: <publisher-name>McGraw-Hill</publisher-name>.</mixed-citation></ref>
<ref id="CIT0034"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Lewin</surname>, <given-names>K</given-names></string-name></person-group>. (<year>1951</year>). <source><italic>Field theory in social science</italic></source>. <publisher-loc>New York</publisher-loc>: <publisher-name>Harper</publisher-name>.</mixed-citation></ref>
<ref id="CIT0035"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>May</surname>, <given-names>D.R</given-names></string-name>., <string-name><surname>Gilson</surname>, <given-names>R.L</given-names></string-name>., &#x0026; <string-name><surname>Harter</surname>, <given-names>L.M</given-names></string-name></person-group>. (<year>2004</year>). <article-title>The psychological conditions of meaningfulness, safety and availability and the engagement of the human spirit at work</article-title>. <source><italic>Journal of Occupational and Organizational Psychology</italic></source>, <volume>77</volume>, <fpage>11</fpage>&#x2013;<lpage>37</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1348/096317904322915892">https://doi.org/10.1348/096317904322915892</ext-link></comment></mixed-citation></ref>
<ref id="CIT0036"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Muth&#x00E9;n</surname>, <given-names>L.K</given-names></string-name>., &#x0026; <string-name><surname>Muth&#x00E9;n</surname>, <given-names>B.O</given-names></string-name></person-group>. (<year>1998&#x2013;2016</year>). <source><italic>Mplus users&#x2019; guide</italic></source> (<edition>7th edn</edition>.). <publisher-loc>Los Angeles, CA</publisher-loc>: <publisher-name>Muth&#x00E9;n &#x0026; Muth&#x00E9;n</publisher-name>.</mixed-citation></ref>
<ref id="CIT0037"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Murray</surname>, <given-names>H.A</given-names></string-name></person-group>. (<year>1938</year>). <source><italic>Explorations in personality</italic></source>. <publisher-loc>Boston, MA</publisher-loc>: <publisher-name>Houghton Mifflin</publisher-name>.</mixed-citation></ref>
<ref id="CIT0038"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Murray</surname>, <given-names>H.A</given-names></string-name></person-group>. (<year>1951</year>). <chapter-title>Toward a classification of interaction</chapter-title>. In <person-group person-group-type="editor"><string-name><given-names>T.</given-names> <surname>Parsons</surname></string-name> &#x0026; <string-name><given-names>E.A.</given-names> <surname>Shils</surname></string-name> (Eds.)</person-group>, <source><italic>Toward a general theory of action</italic></source> (pp. <fpage>434</fpage>&#x2013;<lpage>464</lpage>). <publisher-loc>Cambridge, MA</publisher-loc>: <publisher-name>Harvard University Press</publisher-name>.</mixed-citation></ref>
<ref id="CIT0039"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ng&#x2019;ethe</surname>, <given-names>J.M</given-names></string-name>., <string-name><surname>Iravo</surname>, <given-names>M.E</given-names></string-name>., &#x0026; <string-name><surname>Namusonge</surname>, <given-names>G.S</given-names></string-name></person-group>. (<year>2012</year>). <article-title>Determinants of staff retention in public universities in Kenya: Empirical review</article-title>. <source><italic>International Journal of Humanities and Social Science</italic></source>, <volume>2</volume>(<issue>13</issue>), <fpage>105</fpage>&#x2013;<lpage>212</lpage>.</mixed-citation></ref>
<ref id="CIT0040"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Noble</surname>, <given-names>T</given-names></string-name>., &#x0026; <string-name><surname>McGrath</surname>, <given-names>H</given-names></string-name></person-group>. (<year>2015</year>). <article-title>PROSPER: A new framework for positive education</article-title>. <source><italic>Psychology of Well-being</italic></source>, <volume>5</volume>(<issue>2</issue>), <fpage>1</fpage>&#x2013;<lpage>17</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s13612-015-0030-2">https://doi.org/10.1186/s13612-015-0030-2</ext-link></comment></mixed-citation></ref>
<ref id="CIT0041"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Nunnally</surname>, <given-names>J.C</given-names></string-name></person-group>. (<year>1978</year>). <source><italic>Psychometric theory</italic></source> (<edition>2nd edn</edition>.) <publisher-loc>New York</publisher-loc>: <publisher-name>McGraw-Hill</publisher-name>.</mixed-citation></ref>
<ref id="CIT0042"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Parsons</surname>, <given-names>F</given-names></string-name></person-group>. (<year>1909</year>). <source><italic>Choosing a vocation</italic></source>. <publisher-loc>Boston, MA</publisher-loc>: <publisher-name>Houghton Mifflin</publisher-name>.</mixed-citation></ref>
<ref id="CIT0043"><mixed-citation publication-type="thesis"><person-group person-group-type="author"><string-name><surname>Rautenbach</surname>, <given-names>C</given-names></string-name></person-group>. (<year>2015</year>). <source><italic>Flourishing of employees in a fast moving consumable goods environment</italic></source>. <comment>Unpublished doctoral thesis</comment>, <publisher-name>North-West University</publisher-name>, <publisher-loc>Vanderbijlpark, South Africa</publisher-loc>.</mixed-citation></ref>
<ref id="CIT0044"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Raykov</surname>, <given-names>T</given-names></string-name></person-group>. (<year>2009</year>). <article-title>Interval estimation of revision effect on scale reliability via covariance structure analysis</article-title>. <source><italic>Structural Equation Modeling</italic></source>, <volume>16</volume>, <fpage>539</fpage>&#x2013;<lpage>555</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/10705510903008337">https://doi.org/10.1080/10705510903008337</ext-link></comment></mixed-citation></ref>
<ref id="CIT0045"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Rojas</surname>, <given-names>M</given-names></string-name>., &#x0026; <string-name><surname>Veenhoven</surname>, <given-names>R</given-names></string-name></person-group>. (<year>2013</year>). <article-title>Contentment and affect in the assessment of happiness</article-title>. <source><italic>Social Indicators Research</italic></source>, <volume>110</volume>, <fpage>415</fpage>&#x2013;<lpage>431</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s11205-011-9952-0">https://doi.org/10.1007/s11205-011-9952-0</ext-link></comment></mixed-citation></ref>
<ref id="CIT0046"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Rothbard</surname>, <given-names>N.P</given-names></string-name>., &#x0026; <string-name><surname>Patil</surname>, <given-names>S.V</given-names></string-name></person-group>. (<year>2012</year>). <chapter-title>Being there: Work engagement and positive organizational scholarship</chapter-title>. In <person-group person-group-type="editor"><string-name><given-names>K.S.</given-names> <surname>Cameron</surname></string-name> &#x0026; <string-name><given-names>G.M.</given-names> <surname>Spreitzer</surname></string-name> (Eds.)</person-group>, <source><italic>The Oxford handbook of positive organizational scholarship</italic></source> (pp. <fpage>56</fpage>&#x2013;<lpage>68</lpage>). <publisher-loc>New York</publisher-loc>: <publisher-name>Oxford University</publisher-name>.</mixed-citation></ref>
<ref id="CIT0047"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Rothmann</surname>, <given-names>S</given-names></string-name></person-group>. (<year>2013</year>). <chapter-title>From happiness to flourishing at work: A Southern African perspective</chapter-title>. In <person-group person-group-type="editor"><string-name><given-names>M.P.</given-names> <surname>Wissing</surname></string-name> (Ed.)</person-group>, <source><italic>Well-being research in South Africa: Cross-cultural advances in positive psychology &#x2013; Volume 4</italic></source> (pp. <fpage>123</fpage>&#x2013;<lpage>151</lpage>). <publisher-loc>Dordrecht, The Netherlands</publisher-loc>: <publisher-name>Springer</publisher-name>.</mixed-citation></ref>
<ref id="CIT0048"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ryan</surname>, <given-names>R.M</given-names></string-name>., <string-name><surname>Huta</surname>, <given-names>V</given-names></string-name>., &#x0026; <string-name><surname>Deci</surname>, <given-names>E.L</given-names></string-name></person-group>. (<year>2008</year>). <article-title>Living well: A self-determination theory perspective on eudaimonia</article-title>. <source><italic>Journal of Happiness Studies</italic></source>, <volume>9</volume>, <fpage>139</fpage>&#x2013;<lpage>170</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s10902-006-9023-4">https://doi.org/10.1007/s10902-006-9023-4</ext-link></comment></mixed-citation></ref>
<ref id="CIT0049"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ryff</surname>, <given-names>C.D</given-names></string-name></person-group>. (<year>1989</year>). <article-title>Happiness is everything, or is it? Explorations on the meaning of psychological well-being</article-title>. <source><italic>Journal of Personality and Social Psychology</italic></source>, <volume>57</volume>, <fpage>1069</fpage>&#x2013;<lpage>1081</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1037/0022-3514.57.6.1069">https://doi.org/10.1037/0022-3514.57.6.1069</ext-link></comment></mixed-citation></ref>
<ref id="CIT0050"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Schneider</surname>, <given-names>B</given-names></string-name></person-group>. (<year>1987</year>). <article-title>The people make the place</article-title>. <source><italic>Personnel Psychology</italic></source>, <volume>40</volume>(<issue>3</issue>), <fpage>437</fpage>&#x2013;<lpage>453</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/j.1744-6570.1987.tb00609.x">https://doi.org/10.1111/j.1744-6570.1987.tb00609.x</ext-link></comment></mixed-citation></ref>
<ref id="CIT0051"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Seligman</surname>, <given-names>M.E.P</given-names></string-name></person-group>. (<year>2011</year>). <source><italic>Flourish: A visionary new understanding of happiness and well-being &#x2013; And how to achieve them</italic></source>. <publisher-loc>London, United Kingdom</publisher-loc>: <publisher-name>Nicolas Brealey</publisher-name>.</mixed-citation></ref>
<ref id="CIT0052"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Shipp</surname>, <given-names>A.J</given-names></string-name>., &#x0026; <string-name><surname>Jansen</surname>, <given-names>K.J</given-names></string-name></person-group>. (<year>2011</year>). <article-title>Reinterpreting time in fit theory: Crafting and recrafting narratives of fit in medias res</article-title>. <source><italic>Academy of Management Review</italic></source>, <volume>36</volume>(<issue>1</issue>), <fpage>76</fpage>&#x2013;<lpage>101</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5465/amr.2009.0077">https://doi.org/10.5465/amr.2009.0077</ext-link></comment></mixed-citation></ref>
<ref id="CIT0053"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Sj&#x00F6;berg</surname>, <given-names>A</given-names></string-name>., &#x0026; <string-name><surname>Sverke</surname>, <given-names>M</given-names></string-name></person-group>. (<year>2000</year>). <article-title>The interactive effect of job involvement and organisational commitment on job turnover revisited: A note on the mediating role of turnover intention</article-title>. <source><italic>Scandinavian Journal of Psychology</italic></source>, <volume>3</volume>, <fpage>247</fpage>&#x2013;<lpage>252</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/1467-9450.00194">https://doi.org/10.1111/1467-9450.00194</ext-link></comment></mixed-citation></ref>
<ref id="CIT0054"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Son</surname>, <given-names>S</given-names></string-name>., <string-name><surname>Kim</surname>, <given-names>D.Y</given-names></string-name>., &#x0026; <string-name><surname>Kim</surname>, <given-names>M</given-names></string-name></person-group>. (<year>2014</year>). <article-title>How perceived interpersonal justice relates to job burnout and intention to leave: The role of leader&#x2013;member exchange and cognition-based trust in leaders</article-title>. <source><italic>Asian Journal of Social Psychology</italic></source>, <volume>17</volume>(<issue>1</issue>), <fpage>12</fpage>&#x2013;<lpage>24</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/ajsp.12038">https://doi.org/10.1111/ajsp.12038</ext-link></comment></mixed-citation></ref>
<ref id="CIT0055"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Spreitzer</surname>, <given-names>G.M</given-names></string-name>., <string-name><surname>Lam</surname>, <given-names>C.F</given-names></string-name>., &#x0026; <string-name><surname>Fritz</surname>, <given-names>C</given-names></string-name></person-group>. (<year>2010</year>). <chapter-title>Engagement and human thriving: Complimentary perspectives on energy and connections to work</chapter-title>. In <person-group person-group-type="editor"><string-name><given-names>A.B.</given-names> <surname>Bakker</surname></string-name> &#x0026; <string-name><given-names>M.P.</given-names> <surname>Leiter</surname></string-name> (Eds.)</person-group>, <source><italic>Work engagement: A handbook of essential theory and research</italic></source> (pp. <fpage>132</fpage>&#x2013;<lpage>146</lpage>). <publisher-loc>New York</publisher-loc>: <publisher-name>Psychology Press</publisher-name>.</mixed-citation></ref>
<ref id="CIT0056"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Steger</surname>, <given-names>M.F</given-names></string-name>., <string-name><surname>Dik</surname>, <given-names>B.J</given-names></string-name>., &#x0026; <string-name><surname>Duffy</surname>, <given-names>R.D</given-names></string-name></person-group>. (<year>2012</year>). <article-title>Measuring meaningful work: The Work and Meaning Inventory (WAMI)</article-title>. <source><italic>Journal of Career Assessment</italic></source>, <volume>20</volume>, <fpage>322</fpage>&#x2013;<lpage>337</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1177/1069072711436160">https://doi.org/10.1177/1069072711436160</ext-link></comment></mixed-citation></ref>
<ref id="CIT0057"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Su</surname>, <given-names>R</given-names></string-name>., <string-name><surname>Murdock</surname>, <given-names>C.D</given-names></string-name>., &#x0026; <string-name><surname>Rounds</surname>, <given-names>J</given-names></string-name></person-group>. (<year>2015</year>). <chapter-title>Person-environment fit</chapter-title>. In <person-group person-group-type="editor"><string-name><given-names>P.J.</given-names> <surname>Hartung</surname></string-name>, <string-name><given-names>M.L.</given-names> <surname>Savickas</surname></string-name>, &#x0026; <string-name><given-names>W.B.</given-names> <surname>Walsh</surname></string-name> (Eds.)</person-group>, <source><italic>APA handbook of career interventions</italic></source> (pp. <fpage>81</fpage>&#x2013;<lpage>89</lpage>). <publisher-loc>Washington, DC</publisher-loc>: <publisher-name>American Psychological Association</publisher-name>.</mixed-citation></ref>
<ref id="CIT0058"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Swart</surname>, <given-names>J</given-names></string-name>., &#x0026; <string-name><surname>Rothmann</surname>, <given-names>S</given-names></string-name></person-group>. (<year>2012</year>). <article-title>Authentic happiness of managers, and individual and organisational outcomes</article-title>. <source><italic>South African Journal of Psychology</italic></source>, <volume>42</volume>, <fpage>492</fpage>&#x2013;<lpage>508</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1177/008124631204200404">https://doi.org/10.1177/008124631204200404</ext-link></comment></mixed-citation></ref>
<ref id="CIT0059"><mixed-citation publication-type="thesis"><person-group person-group-type="author"><string-name><surname>Swart</surname>, <given-names>J.P</given-names></string-name></person-group>. (<year>2012</year>). <source><italic>Antecedents and outcomes of happiness of managers in the agricultural sector in South Africa</italic></source>. <comment>Unpublished doctoral thesis</comment>, <publisher-name>North-West University</publisher-name>, <publisher-loc>Vanderbijlpark, South Africa</publisher-loc>.</mixed-citation></ref>
<ref id="CIT0060"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Theron</surname>, <given-names>M</given-names></string-name>., <string-name><surname>Barkhuizen</surname>, <given-names>N</given-names></string-name>., &#x0026; <string-name><surname>Du Plessis</surname>, <given-names>Y</given-names></string-name></person-group>. (<year>2014</year>). <article-title>Managing the academic talent void: Investigating factors in academic turnover and retention in South Africa</article-title>. <source><italic>SA Journal of Industrial Psychology</italic></source>, <volume>40</volume>(<issue>1</issue>), <fpage>1</fpage>&#x2013;<lpage>14</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajip.v40i1.1117">https://doi.org/10.4102/sajip.v40i1.1117</ext-link></comment></mixed-citation></ref>
<ref id="CIT0061"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Van Vianen</surname>, <given-names>A.E.M</given-names></string-name>., <string-name><surname>Stoelhorst</surname>, <given-names>J.W</given-names></string-name>., &#x0026; <string-name><surname>De Goede</surname>, <given-names>M.E.E</given-names></string-name></person-group>. (<year>2013</year>). <chapter-title>The construal of person-organization fit during the ASA stages</chapter-title>. In <person-group person-group-type="editor"><string-name><given-names>A.L.</given-names> <surname>Kristof-Brown</surname></string-name> &#x0026; <string-name><given-names>J.</given-names> <surname>Billsberry</surname></string-name> (Eds.)</person-group>, <source><italic>Organizational fit: Key issues and new directions</italic></source> (pp. <fpage>145</fpage>&#x2013;<lpage>169</lpage>). <publisher-loc>Malden, MA</publisher-loc>: <publisher-name>Wiley</publisher-name>.</mixed-citation></ref>
<ref id="CIT0062"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>West</surname>, <given-names>S.G</given-names></string-name>., <string-name><surname>Taylor</surname>, <given-names>A.B</given-names></string-name>., &#x0026; <string-name><surname>Wu</surname>, <given-names>W</given-names></string-name></person-group>. (<year>2012</year>). <chapter-title>Model fit and model selection in structural equation modeling</chapter-title>. In <person-group person-group-type="editor"><string-name><given-names>R.H.</given-names> <surname>Hoyle</surname></string-name> (Ed.)</person-group>, <source><italic>Handbook of structural equation modeling</italic></source> (pp. <fpage>209</fpage>&#x2013;<lpage>231</lpage>). <publisher-loc>New York</publisher-loc>: <publisher-name>The Guilford Press</publisher-name>.</mixed-citation></ref>
</ref-list>
<fn-group>
<fn><p><bold>How to cite this article:</bold> Janse van Rensburg, C., Rothmann, S.I., &#x0026; Diedericks, E. (2017). Person-environment fit, flourishing and intention to leave in universities of technology in South Africa. <italic>SA Journal of Industrial Psychology/SA Tydskrif vir Bedryfsielkunde, 43</italic>(0), a1422. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajip.v43i0.1422">https://doi.org/10.4102/sajip.v43i0.1422</ext-link></p></fn>
</fn-group>
</back>
</article>