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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">SAJIP</journal-id>
<journal-title-group>
<journal-title>SA Journal of Industrial Psychology</journal-title>
</journal-title-group>
<issn pub-type="ppub">0258-5200</issn>
<issn pub-type="epub">2071-0763</issn>
<publisher>
<publisher-name>AOSIS</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">SAJIP-50-2117</article-id>
<article-id pub-id-type="doi">10.4102/sajip.v50i0.2117</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Well-being of first-year students: The role of study characteristics, strengths and deficits</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-5673-5784</contrib-id>
<name>
<surname>Mostert</surname>
<given-names>Karina</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-4676-9590</contrib-id>
<name>
<surname>Du Toit</surname>
<given-names>Charlize</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<aff id="AF0001"><label>1</label>Department of Management Cybernetics, Faculty of Economic and Management Sciences, North-West University, Potchefstroom, South Africa</aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><bold>Corresponding author:</bold> Karina Mostert, <email xlink:href="karina.mostert@nwu.ac.za">karina.mostert@nwu.ac.za</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>23</day><month>01</month><year>2024</year></pub-date>
<pub-date pub-type="collection"><year>2024</year></pub-date>
<volume>50</volume>
<elocation-id>2117</elocation-id>
<history>
<date date-type="received"><day>06</day><month>06</month><year>2023</year></date>
<date date-type="accepted"><day>23</day><month>10</month><year>2023</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2024. The Authors</copyright-statement>
<copyright-year>2024</copyright-year>
<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>Licensee: AOSIS. This work is licensed under the Creative Commons Attribution License.</license-p>
</license>
</permissions>
<abstract>
<sec id="st1">
<title>Orientation</title>
<p>Higher education institutions (HEIs) are crucial in preparing students for the workforce. Practitioners, such as industrial psychologists, can aid HEIs to enhance student development and improve university efficiency.</p>
</sec>
<sec id="st2">
<title>Research purpose</title>
<p>This study aims to investigate the relationship between student demands and resources, proactive behaviour towards strengths use (PBSU) and proactive behaviour towards deficit improvement (PBDI), and students&#x2019; well-being (emotional, social and psychological).</p>
</sec>
<sec id="st3">
<title>Motivation for the study</title>
<p>Two specific types of proactive behaviour, namely PBSU and PBDI, have been identified that may contribute to student success. Investigating the impact of these behaviours on student antecedents and outcomes could offer valuable insights for designing student development initiatives.</p>
</sec>
<sec id="st4">
<title>Research approach/design and method</title>
<p>This study included 773 South African first-year university students studying at different campuses of a South African university. Structural equation modelling was used to test the structural model and investigate the regression weights.</p>
</sec>
<sec id="st5">
<title>Main findings</title>
<p>Students&#x2019; personal problems were found to predict both PBSU and PBDI negatively. Autonomy positively predicted both types of proactive behaviour. Proactive behaviour towards strengths use was strongly related to emotional and psychological well-being, while PBDI was strongly related to social well-being.</p>
</sec>
<sec id="st6">
<title>Practical/managerial implications</title>
<p>This study highlights the direct impact of PBSU and PBDI on students&#x2019; well-being. Practitioners in university settings can benefit from the recommendations provided in this article to inform and implement initiatives related to student development and assist students in developing the necessary skills to enhance their work readiness.</p>
<p><bold>Contribution/value-add:</bold>This study&#x2019;s findings contribute to the relatively small body of research on implementing strengths-based and deficit improvement initiatives in South African universities.</p>
</sec>
</abstract>
<kwd-group>
<kwd>student demands</kwd>
<kwd>student resources</kwd>
<kwd>proactive behaviour</kwd>
<kwd>strengths use</kwd>
<kwd>deficit improvement</kwd>
<kwd>well-being</kwd>
<kwd>higher education</kwd>
<kwd>first-year university students</kwd>
</kwd-group>
<funding-group>
<funding-statement><bold>Funding information</bold> The material described in this article is based on the work supported by the office of the Deputy Vice-Chancellor: Teaching and Learning at the North-West University.</funding-statement>
</funding-group>
</article-meta>
</front>
<body>
<sec id="s0001">
<title>Introduction</title>
<p>Serious concerns are expressed in the popular and scientific literature about the current state and success of South African higher education institutions (HEIs) (Van Zyl et al., <xref ref-type="bibr" rid="CIT0060">2020</xref>). Although reports indicate increased accessibility of tertiary education to South African students (DHET, <xref ref-type="bibr" rid="CIT0015">2021</xref>), actual graduation rates are concerning (Van Zyl et al., <xref ref-type="bibr" rid="CIT0060">2020</xref>). Research conducted by Tewari and Ilesanmi (<xref ref-type="bibr" rid="CIT0054">2020</xref>) found that between 2009 and 2017, the average graduation rate annually was only 16.43&#x0025;. Recently, concerns over alarming graduation rates have become more prominent, as graduation rates in 2021 decreased by 1.9&#x0025; compared with 2020 (DHET, <xref ref-type="bibr" rid="CIT0015">2021</xref>). According to Scott (<xref ref-type="bibr" rid="CIT0046">2018</xref>), the current state of South Africa&#x2019;s universities is impeding the country&#x2019;s progress towards important economic and social goals by failing to produce the required number of work-ready graduates.</p>
<p>Lombard (<xref ref-type="bibr" rid="CIT0029">2020</xref>) argued that one of the most significant factors contributing to these alarming success rates includes insufficient student support for social and academic transitions. Indeed, various student success initiatives are often aimed solely at ensuring academic success (Tanga &#x0026; Luggya, <xref ref-type="bibr" rid="CIT0053">2020</xref>). However, Young (<xref ref-type="bibr" rid="CIT0064">2016</xref>) emphasised that student success encompasses more than academic achievement. Higher education institutions play a crucial role in facilitating students to develop into fully functioning individuals who are well prepared for the workplace and life&#x2019;s challenges after university (Young, <xref ref-type="bibr" rid="CIT0064">2016</xref>). Abugre (<xref ref-type="bibr" rid="CIT0001">2018</xref>) emphasised that HEIs are responsible for providing students with the knowledge, skills and abilities required for success in both academic and professional settings.</p>
<p>However, transitioning from secondary to tertiary education is widely recognised as a demanding and stressful experience (Van Zyl et al., <xref ref-type="bibr" rid="CIT0060">2020</xref>), leaving first-year students particularly vulnerable to becoming part of the alarming statistics surrounding attrition rates in South Africa (Young, <xref ref-type="bibr" rid="CIT0064">2016</xref>). During this transitioning phase, students face numerous social, economic and academic challenges and changes (Jeyagowri &#x0026; Ilankumaran, <xref ref-type="bibr" rid="CIT0021">2018</xref>). Not only does the stressful nature of the first-year experience negatively impact students&#x2019; academic performance, attrition rates and overall well-being (Scott, <xref ref-type="bibr" rid="CIT0046">2018</xref>) but also impaired psychological well-being can hinder students&#x2019; future working capabilities (Rudman and Gustavsson <xref ref-type="bibr" rid="CIT0044">2012</xref>). As a result, it is argued that the first year of studies is a crucial period to equip students with the competencies needed to navigate university life while enhancing their work readiness (Akkermans et al., <xref ref-type="bibr" rid="CIT0002">2018</xref>).</p>
<p>The HEIs have implemented various initiatives to mitigate these challenges to enhance the first-year experience and support students&#x2019; well-being and success. However, despite the significant investment of resources, some of these initiatives have proven ineffective and costly, failing to produce sustainable outcomes and ensure graduation (Van Zyl et al., <xref ref-type="bibr" rid="CIT0060">2020</xref>). The HEIs may benefit from industrial and organisational psychologists&#x2019; assistance and professional expertise, among others, to promote individual and corporate wellness (Van Zyl et al., <xref ref-type="bibr" rid="CIT0057">2016</xref>). Given their knowledge in designing evidence-based solutions and strategies (Van Zyl et al., <xref ref-type="bibr" rid="CIT0057">2016</xref>), industrial and organisational psychologists can play an intermediary role in improving students&#x2019; well-being and success, ultimately contributing to the success of the university, as student success is directly linked to the success of the university (Alyahyan &#x0026; D&#x00FC;&#x015F;teg&#x00F6;r, <xref ref-type="bibr" rid="CIT0003">2020</xref>).</p>
<p>University strategies, such as behaviour and competency-based training, could include developing and implementing initiatives to improve student functioning, performance and success. Indeed, a recent article by Ayuk and Jacobs (<xref ref-type="bibr" rid="CIT0005">2018</xref>) validated the Student Educational Outcomes Effectiveness Questionnaire (SEEQ) to assess institutional effectiveness in the South African context and promote research and management of institutional performance and student success. Moreover, various scholars emphasise the need for HEIs to equip students with the necessary skills to cope with the demands of tertiary education and obtain sustainable employment (Potgieter &#x0026; Coetzee, <xref ref-type="bibr" rid="CIT0041">2013</xref>; Steurer et al., <xref ref-type="bibr" rid="CIT0052">2022</xref>). Such skills include the development of adaptability, stress management, initiative (Steurer et al., <xref ref-type="bibr" rid="CIT0052">2022</xref>), personal agency, self-efficacy and proactivity, among others (Potgieter &#x0026; Coetzee, <xref ref-type="bibr" rid="CIT0041">2013</xref>).</p>
<p>Proactivity, in particular, plays a significant role in employee behaviours and outcomes in the organisational context. Indeed, proactivity has been found to significantly impact employees&#x2019; work performance, career success and adaptability, among other outcomes (Geertshuis et al., <xref ref-type="bibr" rid="CIT0018">2014</xref>). Similarly, proactivity has been linked to positive outcomes in the student context, which may help students to be successful. Specifically, proactive behaviour has been associated with students&#x2019; self-directed learning, motivation (Major et al., <xref ref-type="bibr" rid="CIT0031">2006</xref>) and academic performance (Geertshuis et al., <xref ref-type="bibr" rid="CIT0018">2014</xref>).</p>
<p>In literature, scholars emphasise various proactive behaviours that predict significant outcomes in the organisational context. While focusing on strengths was one of the major components of the positive psychology approach&#x2019;s research agenda (Peterson &#x0026; Seligman, <xref ref-type="bibr" rid="CIT0040">2004</xref>), the movement drew criticism from academics for overemphasising positive experiences and neglecting the impact of negative feelings, experiences and deficits of individual functioning (Wong &#x0026; Roy, <xref ref-type="bibr" rid="CIT0062">2018</xref>). In response, the positive psychology movement shifted its focus towards the &#x2018;second wave&#x2019; of positive psychology (Lomas et al., <xref ref-type="bibr" rid="CIT0028">2020</xref>), which advocates for a more balanced approach that considers both positive and negative experiences (Wong &#x0026; Roy, <xref ref-type="bibr" rid="CIT0062">2018</xref>).</p>
<p>In line with the &#x2018;second wave&#x2019; of positive psychology, Van Woerkom et al. (<xref ref-type="bibr" rid="CIT0057">2016</xref>) recently introduced two new specific types of proactive behaviours &#x2013; proactive behaviour towards strengths use (PBSU) and proactive behaviour towards deficit improvement (PBDI). As a result, Van Woerkom et al. (<xref ref-type="bibr" rid="CIT0059">2016</xref>) emphasised the equal significance of both strengths use and deficit improvement in their work. Initially, PBSU and PBDI were conceptualised and measured in the organisational context (Van Woerkom et al., <xref ref-type="bibr" rid="CIT0059">2016</xref>). However, recent research has shown their relevance and impact in the student context, with both PBSU and PBDI significantly influencing student success (Smith &#x0026; Tytherleigh, <xref ref-type="bibr" rid="CIT0049">2022</xref>). With this in mind, this study considers both strengths use and deficit improvement as equally essential proactive behaviours in the students&#x2019; context.</p>
<p>Only a few studies researched the constructs of PBSU and PBDI in the university context. For example, Stander et al. (<xref ref-type="bibr" rid="CIT0050">2015</xref>) found both PBSU and PBDI to be strong predictors of first-year students&#x2019; feelings of hope and efficacy, which may significantly impact students&#x2019; perceptions of their ability to succeed academically. However, only PBSU significantly predicted students&#x2019; life satisfaction, whereas PBDI did not (Stander et al., <xref ref-type="bibr" rid="CIT0050">2015</xref>). Studies also show that improving one&#x2019;s deficits could have a stronger relationship with engagement than simply using one&#x2019;s strengths (Mostert et al., <xref ref-type="bibr" rid="CIT0035">2017</xref>; Van Niekerk et al., <xref ref-type="bibr" rid="CIT0057">2016</xref>). Furthermore, Smith and Tytherleigh (<xref ref-type="bibr" rid="CIT0049">2022</xref>) recently showed that when PBSU and PBDI are combined, they negatively predict students&#x2019; burnout. As a result, improving one&#x2019;s deficits may significantly impact important student outcomes at university, emphasising the importance of a balanced approach to using one&#x2019;s strengths and enhancing one&#x2019;s deficiencies.</p>
<p>Although existing literature suggests that PBSU and PBDI may impact certain variables that predict student success, the concepts are relatively new. Previous studies have primarily investigated the influence of strengths use and deficit improvement on a limited range of student outcomes, such as burnout, engagement and life satisfaction. Some studies have employed a balanced approach, incorporating both constructs, while others have not. However, none of these studies have examined the effects of strengths use and deficit improvement on students&#x2019; demands, resources, and well-being (encompassing of emotional, social, and psychological well-being). As a result, the significance and relationships of both PBSU and PBDI with different student demands and resources and students&#x2019; well-being remain unexplored, particularly among first-year students, as depicted in <xref ref-type="fig" rid="F0001">Figure 1</xref>.</p>
<fig id="F0001">
<label>FIGURE 1</label>
<caption><p>Antecedents and outcomes of proactive behaviour towards strengths use and deficit improvement (<italic>N</italic> = 773).</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="SAJIP-50-2117-g001.tif"/>
</fig>
<p>This study contributes to the existing literature in the student context and industrial psychology in general. It could provide valuable insights into the relationships between student demands and resources and the potential positive impact of PBSU and PBDI on different dimensions of students&#x2019; well-being. The findings may be used to inform the development and inclusion of these constructs in student success initiatives, aiming to improve institutional performance and graduate work readiness. Specifically, this study investigates the relationship between PBSU, PBDI, student demands, resources and well-being in the university context.</p>
</sec>
<sec id="s0002">
<title>Literature review</title>
<sec id="s20003">
<title>Proactive behaviour towards strengths use and deficit improvement</title>
<p>Proactive behaviour is a form of extra-role behaviour that enables individuals to challenge the status quo and improve their current circumstances (Den Hartog &#x0026; Belschak, <xref ref-type="bibr" rid="CIT0014">2012</xref>). Proactive individuals take self-initiated, anticipatory action to intentionally impact themselves or their situation (Den Hartog &#x0026; Belschak, <xref ref-type="bibr" rid="CIT0014">2012</xref>) and persist until their intended initiatives occur (Lin et al., <xref ref-type="bibr" rid="CIT0025">2014</xref>).</p>
<p>Proactivity has become particularly important in the university context for first-year students as they adjust to university life. Kadhiravan and Kumar (<xref ref-type="bibr" rid="CIT0022">2012</xref>) asserted that students who engage in proactive behaviour can better tap into their personal and psychological resources to reduce environmental stressors and promote their well-being. Specifically, Van Woerkom et al. (<xref ref-type="bibr" rid="CIT0059">2016</xref>) defined PBSU as the self-starting behaviour one uses to utilise one&#x2019;s strengths at work. In comparison, PBDI refers to improving one&#x2019;s deficits at work (Van Woerkom et al., <xref ref-type="bibr" rid="CIT0059">2016</xref>). Strengths are defined as a person&#x2019;s &#x2018;natural capacity for behaving, thinking, or feeling in a way that allows optimal functioning and performance in the pursuit of valued outcomes&#x2019; (Linley &#x0026; Harrington, <xref ref-type="bibr" rid="CIT0026">2006</xref>, p. 39). In contrast to this, deficits are defined as less enjoyable patterns of behaviour, thoughts and feelings that do not occur naturally for an individual but that can be mastered by individuals when facilitated and developed (Meyers et al., <xref ref-type="bibr" rid="CIT0032">2015</xref>).</p>
<p>Strengths-based development has positively impacted the educational setting, such as lower absenteeism, and improved grades (Hodges &#x0026; Clifton, <xref ref-type="bibr" rid="CIT0019">2004</xref>). Furthermore, Hodges and Clifton (<xref ref-type="bibr" rid="CIT0019">2004</xref>) reported that strengths interventions may elicit hope and confidence in students, which may, in turn, enable students to feel more optimistic about their studies. The active use of one&#x2019;s strengths has also been linked to higher subjective well-being, vitality (Park et al., <xref ref-type="bibr" rid="CIT0039">2004</xref>; Peterson &#x0026; Seligman, <xref ref-type="bibr" rid="CIT0040">2004</xref>), self-confidence and social interaction (Mostek, <xref ref-type="bibr" rid="CIT0034">2010</xref>). Indeed, Steurer et al. (<xref ref-type="bibr" rid="CIT0052">2022</xref>) recently emphasised Forrier et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0017">2015</xref>) definition of employability, arguing that it is &#x2018;the presentation of personal strengths that increase employment potential&#x2019; (p. 2), which is a critical characteristic that HEIs must embody in their students.</p>
<p>While strengths use may enable students to succeed, students with a mastery or goal-oriented mindset may emphasise developing their weaknesses. Indeed, Van Niekerk et al. (<xref ref-type="bibr" rid="CIT0057">2016</xref>) showed that students are more engaged when participating in activities to improve their deficits than when using their strengths &#x2013; supporting the basic assumptions of goal-orientation theory (Ames, <xref ref-type="bibr" rid="CIT0004">1992</xref>). During their first year, mastery or goal-oriented students will take the initiative to learn new skills and improve their competence to address challenges effectively and become self-sufficient (Yeung et al., <xref ref-type="bibr" rid="CIT0063">2014</xref>).</p>
</sec>
<sec id="s20004">
<title>The relationship of proactive behaviour towards strengths use and proactive behaviour towards deficit improvement with student demands and resources</title>
<p>This study employed the Job Demands-Resources (JD-R) model as a theoretical framework to examine the relationships between PBSU, PBDI, student characteristics as antecedents and students&#x2019; well-being as an outcome. The JD-R model has been widely used to investigate the antecedents and outcomes of work-related performance (Bakker et al., <xref ref-type="bibr" rid="CIT0006">2023</xref>) and has demonstrated its effectiveness in higher education contexts (Cilliers et al., <xref ref-type="bibr" rid="CIT0013">2018</xref>; Lesener et al., <xref ref-type="bibr" rid="CIT0024">2020</xref>). Therefore, it is an appropriate framework for exploring and explaining the relationships among the variables included in our study.</p>
<p>According to the JD-R model, job-related characteristics can be divided into two broad categories, namely job demands and job resources, which impact employees&#x2019; work-related well-being and outcomes, such as performance, regardless of their occupational context (Bakker et al., <xref ref-type="bibr" rid="CIT0006">2023</xref>). <italic>Job demands</italic> encompass a job&#x2019;s physical, social, psychological or organisational aspects that require sustained cognitive or physical effort and often de-energising employees (Bakker et al., <xref ref-type="bibr" rid="CIT0006">2023</xref>). Conversely, <italic>job resources</italic> are defined as a job&#x2019;s physical, psychological and organisational aspects that empower individuals to achieve objectives, reduce job demands and promote learning and growth (Bakker et al., <xref ref-type="bibr" rid="CIT0006">2023</xref>). Moreover, job resources seem to trigger a motivational process in employees resulting in favourable outcomes such as work engagement (Bakker et al., <xref ref-type="bibr" rid="CIT0006">2023</xref>). Similarly, characteristics in the student environment can be classified as student demands and student resources.</p>
<p>In the university context, students face many academic demands, including cognitive challenges, pace and amount of work (Cilliers et al., <xref ref-type="bibr" rid="CIT0013">2018</xref>), and pressure to achieve academically (Offstein et al., 2014). However, it can be argued that the demands faced by students are not limited to the academic domain alone. Recent studies by Bakker et al. (<xref ref-type="bibr" rid="CIT0006">2023</xref>) suggest that demands faced by individuals are not limited to the workplace but also extend to other life domains. Students, for instance, may encounter various demands that can affect their well-being, such as relationship demands, conflicting roles and deadlines set by lecturers (Offstein et al., 2014). Indeed, student demands have been shown to negatively impact students&#x2019; well-being and engagement by increasing stress and depleting energy levels (Cilliers et al., <xref ref-type="bibr" rid="CIT0013">2018</xref>; Lesener et al., <xref ref-type="bibr" rid="CIT0024">2020</xref>; Mokgele &#x0026; Rothmann, <xref ref-type="bibr" rid="CIT0033">2014</xref>).</p>
<p>In contrast, student resources can stimulate the motivational process, leading to improved well-being, life satisfaction and academic success, as evidenced by Mokgele and Rothmann&#x2019;s (<xref ref-type="bibr" rid="CIT0033">2014</xref>) study. Access to appropriate student resources is crucial for students to manage their demands effectively. These resources may come from various sources such as family, friends, lecturers, personal development opportunities (Cilliers et al., <xref ref-type="bibr" rid="CIT0013">2018</xref>) and autonomy (Lesener et al., <xref ref-type="bibr" rid="CIT0024">2020</xref>).</p>
<p>Recent research by Bakker et al. (<xref ref-type="bibr" rid="CIT0006">2023</xref>) further suggests that employees can optimise their job demands and resources through proactive behaviour, leading to positive outcomes and directly impacting stress-provoking and motivational processes. In addition, job demands can motivate employees to be more proactive, increasing job resources, satisfaction and engagement (Tims et al., <xref ref-type="bibr" rid="CIT0055">2013</xref>). Notably, Botha and Mostert (<xref ref-type="bibr" rid="CIT0007">2014</xref>) found a positive correlation between PBSU and PBDI and increased employee engagement, a critical outcome of the JD-R model&#x2019;s motivational process. Likewise, students can employ PBSU and PBDI to effectively self-regulate and influence stress-provoking and motivational processes, improving well-being and academic success.</p>
<p>While the challenges of studying are inevitable, these demands may provide students with opportunities to develop their strengths and improve their ability to cope with demands more constructively through proactive behaviours. Indeed, Bakker et al. (<xref ref-type="bibr" rid="CIT0006">2023</xref>) contended that proactive behaviours can help employees to optimise job demands and resources. The latter can be applied similarly to students regarding student demands and resources. Bowers and Lopez (<xref ref-type="bibr" rid="CIT0008">2010</xref>) further contended that utilising individual strengths as a resource can help students navigate university demands effectively. Furthermore, Mostert et al. (<xref ref-type="bibr" rid="CIT0035">2017</xref>) found student resources to increase student engagement, potentially promoting their inclination to engage in PBSU and PBDI. Indeed, the findings of Mostert et al. (<xref ref-type="bibr" rid="CIT0035">2017</xref>) align with Bakker et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0006">2023</xref>) argument that engaged employees tend to act proactively. Therefore, it is argued that sufficient student resources can enhance students&#x2019; PBSU and PBDI, even in the face of student demands.</p>
<p>This study investigated student demands and resources as antecedents of PBSU and PBDI. Student demands included <italic>academic demands, personal relationship demands, personal problems</italic> and <italic>lecturer demands</italic>, whereas student resources included <italic>family support, lecturer support, friend support</italic> and <italic>autonomy.</italic></p>
</sec>
<sec id="s20005">
<title>The relationship of proactive behaviour towards strengths use and proactive behaviour towards deficit improvement with well-being</title>
<p>Peterson and Seligman (<xref ref-type="bibr" rid="CIT0040">2004</xref>) were the first scholars to highlight the importance of strengths in general well-being. Deliberate use and development positively impact individuals&#x2019; psychological and subjective well-being (Linley et al., <xref ref-type="bibr" rid="CIT0027">2010</xref>). Developing strengths through intentional use requires personal goal setting, which may influence students&#x2019; well-being when progress is made or such goals are attained (Linley et al., <xref ref-type="bibr" rid="CIT0027">2010</xref>).</p>
<p>In the student context specifically, strengths use has been shown to positively influence students&#x2019; well-being (Rust et al., <xref ref-type="bibr" rid="CIT0045">2009</xref>). In turn, increased students&#x2019; well-being may directly affect student outcomes such as academic aspirations, engagement and dropout (Ratelle et al., <xref ref-type="bibr" rid="CIT0043">2013</xref>). Stander et al. (<xref ref-type="bibr" rid="CIT0050">2015</xref>) confirmed this by emphasising that PBSU among students is a strong predictor of feelings of hope and increased efficacy, which may enable them to achieve academic success.</p>
<p>While using one&#x2019;s strengths has been shown to have a consistently positive impact on well-being, developing one&#x2019;s weaknesses has also been shown to enhance students&#x2019; well-being (Rust et al., <xref ref-type="bibr" rid="CIT0045">2009</xref>). In contrast, when students overfocusses on deficit development and ruminate about their weaknesses, it can negatively influence their well-being (Stander et al., <xref ref-type="bibr" rid="CIT0050">2015</xref>). Nonetheless, PBDI has strongly predicted feelings of hope and efficacy among first-year students (Stander et al., <xref ref-type="bibr" rid="CIT0050">2015</xref>). Therefore, it can be argued that both strengths use and deficit improvement may influence important student outcomes at university. Outcomes related to PBSU and PBDI included in the study were <italic>emotional, social</italic> and <italic>psychological well-being.</italic></p>
</sec>
</sec>
<sec id="s0006">
<title>Research design</title>
<sec id="s20007">
<title>Research participants and procedure</title>
<p>This study&#x2019;s population consisted of first-year university students (<italic>N</italic> = 773) across different South African tertiary institution campuses. After obtaining formal permission from the respective university, data collection took place. Two platforms were utilised for data collection: (1) posting web-based survey links on the respective university&#x2019;s electronic information system and (2) emailing web-based survey links to participants. The study&#x2019;s purpose, objectives and potential value to students and university life were presented to participants on both platforms, ensuring informed consent. Participation in the survey was voluntary, with confidentiality and anonymity guaranteed throughout. The survey was estimated to take 25 min to 30 min to complete, and a reminder email was sent to participants two weeks after initial access to the survey link.</p>
<p>The sample consisted of 773 research participants, of which 43 (6&#x0025;) were 18 years of age, 186 (24&#x0025;) were 19 years of age, 296 (35&#x0025;) were 20 years of age and 201 (26&#x0025;) were between 21 years and 23 years of age. In terms of race, 449 (61&#x0025;) students were black, 243 (31&#x0025;) white, 47 (6.1&#x0025;) mixed race and 11 (1.4&#x0025;) Indian. Furthermore, the sample accurately reflected the distribution of first-year enrolments across various campuses, including 246 students from campus 1, which had 3104 enrolments at the time; 384 from campus 2, which had 4750 enrolments; and 134 from campus 3, which had 1724 enrolments first-year enrolments. In terms of gender, the majority of participants (66&#x0025;) were female participants, while 258 (33&#x0025;) were male participants.</p>
</sec>
<sec id="s20008">
<title>Measuring instruments</title>
<sec id="s30009">
<title>Student demands</title>
<p>Student demands were measured using selected items from Burge&#x2019;s (<xref ref-type="bibr" rid="CIT0010">2009</xref>) <italic>Student-Stress Questionnaire</italic>. Items were measured using a 5-point Likert scale, with responses ranging from 1 (not at all stressful) to 5 (extremely stressful). The following demands were included:</p>
<list list-type="bullet">
<list-item><p><italic>Academic demands</italic>: Items measured how stressful academic-related activities are for students. Eight items were used to measure academic demands (e.g. &#x2018;How stressful do you find handling your academic workload?&#x2019;).</p></list-item>
<list-item><p><italic>Personal relationship demands</italic>: Personal relationship demands were measured with three items (e.g. &#x2018;How stressful do you find handling your personal relationships?&#x2019;). In general, items referred to how stressful students find it to deal with demands in their personal relationships.</p></list-item>
<list-item><p><italic>Personal relationship problems</italic>: This dimension relates to students&#x2019; perceptions of stress when confronted with problematic relationship issues. Three items were used to measure personal problems (e.g. &#x2018;How stressful do you find trying to make friends on campus?&#x2019;).</p></list-item>
<list-item><p><italic>Lecturer demands</italic>: Four items were used to measure lecturer demands (e.g. &#x2018;How stressful do you find approaching lecturers for help?&#x2019;). These items explored how stressful it is for students to approach lecturers for help and support.</p></list-item>
</list>
</sec>
<sec id="s30010">
<title>Student resources</title>
<p>Student resources were measured using scales based on the adapted version of the <italic>questionnaire on the Experience and Assessment of Work</italic> (VBBA) (Van Veldhoven et al., <xref ref-type="bibr" rid="CIT0058">1997</xref>) to fit the student context. The following student resources were included:</p>
<list list-type="bullet">
<list-item><p><italic>Family support</italic>: Items explored whether the students could rely on family when facing difficulties in their lives and studies. Three items were used to assess family support (e.g. &#x2018;If necessary, can you ask your family for help?&#x2019;).</p></list-item>
<list-item><p><italic>Lecturer support</italic>: Three items were included to assess whether lecturers provide adequate support to students (e.g. &#x2018;I receive help from my lecturers when difficulties in my course arise&#x2019;).</p></list-item>
<list-item><p><italic>Friend support</italic>: Items refer to the assistance that students receive from their friends while studying. Five items were used to measure friend support (e.g. &#x2018;Do your friends support you?&#x2019;).</p></list-item>
<list-item><p><italic>Autonomy</italic>: Six items were included to measure whether students have the opportunity to influence the planning of their study-related activities (e.g. &#x2018;Can you organise your work yourself?&#x2019;).</p></list-item>
</list>
<p>A 4-point Likert scale was utilised to measure item responses, ranging from 0 (almost never) to 3 (almost always).</p>
</sec>
<sec id="s30011">
<title>Strengths use and deficit improvement</title>
<p>The PBSU and PBDI were measured using the two individual sub-scales of the Strengths Use and Deficit Correction (SUDCO) questionnaire developed by Van Woerkom et al. (<xref ref-type="bibr" rid="CIT0059">2016</xref>). Proactive strengths use behaviour was measured with five items (e.g. &#x2018;In my studies, I use my strengths proactively&#x2019;). Similarly, five items were chosen to measure <italic>deficit correction</italic> behaviour (e.g. &#x2018;In my studies, I make an effort to improve my areas of development&#x2019;). Items were measured on a 7-point Likert-type scale and required participants&#x2019; responses ranging from 0 (never) to 6 (almost always).</p>
</sec>
<sec id="s30012">
<title>Subjective well-being</title>
<p>The <italic>Mental Health Continuum-Short Form</italic> (MHC-SF) (Keyes et al., <xref ref-type="bibr" rid="CIT0023">2008</xref>) was used to measure subjective well-being in the student context. Different domains of well-being were measured through the MHC-SF&#x2019;s three sub-scales. <italic>Emotional well-being</italic> (being happy, satisfied, and interested in life) was measured with three items (e.g. &#x2018;I am interested in life&#x2019;). Five items were used to measure <italic>social well-being</italic> (e.g. &#x2018;How often did you feel like you belonged to a community?&#x2019;). Six items were used to measure <italic>psychological well-being</italic> (e.g. &#x2018;You feel that your life has a sense of direction or meaning to it&#x2019;). Respondents were required to rate the frequency of every feeling of well-being they experienced in the past month on a 6-point Likert/ranging scale, with response options ranging from 1 (never) to 6 (every day).</p>
</sec>
</sec>
<sec id="s20013">
<title>Statistical analysis</title>
<p>The statistical modelling program Mplus 8.6 (Muth&#x00E9;n &#x0026; Muth&#x00E9;n, <xref ref-type="bibr" rid="CIT0036">2021</xref>) was used to examine the measurement model in this study. With the covariance matrix as input, the maximum likelihood (ML) estimator was used (Muth&#x00E9;n &#x0026; Muth&#x00E9;n, <xref ref-type="bibr" rid="CIT0036">2021</xref>). Several fit indices were used to evaluate the model&#x2019;s goodness-of-fit, including the traditional chi-square (&#x03C7;<sup>2</sup>) statistic, the Comparative Fit Index (CFI), the Tucker&#x2013;Lewis Index (TLI), the Root Mean Square Error of Approximation (RMSEA) and the Standardised Root Mean Square Residual (SRMR) (Hu &#x0026; Bentler, <xref ref-type="bibr" rid="CIT0020">1999</xref>). The model fit was deemed suitable when the CFI and TLI values were more significant than 0.90 (Byrne, <xref ref-type="bibr" rid="CIT0011">2010</xref>) and well-fitting when they were more significant than 0.95 (Hu &#x0026; Bentler, <xref ref-type="bibr" rid="CIT0020">1999</xref>). Furthermore, RMSEA values of 0.05 or less indicate a close/good fit, whereas values between 0.05 and 0.08 indicate a good model fit (Byrne, <xref ref-type="bibr" rid="CIT0011">2010</xref>). This study&#x2019;s cut-off point for SRMR was set at 0.05. (Hu &#x0026; Bentler, <xref ref-type="bibr" rid="CIT0020">1999</xref>). However, given the lack of agreement among scholars on the values of good fit, the indicated cut-off points should be regarded as mere guidelines in this study.</p>
<p>Furthermore, the reliability of the variables was determined using Cronbach&#x2019;s alpha coefficients, with values larger than 0.70 indicating satisfactory internal consistency (Bryman, <xref ref-type="bibr" rid="CIT0009">2012</xref>). Pearson&#x2019;s product-moment correlation was used further to examine the strength and directions of relationships between variables. The statistical significance cut-off points were set at the 95&#x0025; confidence interval (<italic>p</italic> &#x2264; 0.05), at <italic>r</italic> &#x2265; 0.30 (medium effect) and <italic>r</italic> &#x2265; 0.50 (large effect) for the practical significance of correlation coefficients. A structural model was tested, which included the antecedents (student demands and student resources) and PBSU and PBDI, as well as the student outcomes (see <xref ref-type="fig" rid="F0001">Figure 1</xref>).</p>
</sec>
<sec id="s20014">
<title>Ethical considerations</title>
<p>Permission was granted to collect data from first-year students by the Ethics Committee of the Faculty of Economic and Management Sciences (EC-EMS); reference number NWU &#x2013; HS &#x2013; 2014 &#x2013; 0165-A4.</p>
</sec>
</sec>
<sec id="s0015">
<title>Results</title>
<sec id="s20016">
<title>Descriptive statistics and product-moment correlations</title>
<p>For this study, the descriptive statistics, Cronbach&#x2019;s alpha coefficients and correlations between the latent variables are presented in <xref ref-type="table" rid="T0001">Table 1</xref>, while <xref ref-type="table" rid="T0002">Table 2</xref> reports the regression results of the structural model.</p>
<table-wrap id="T0001">
<label>TABLE 1</label>
<caption><p>Descriptive statistics, Cronbach&#x2019;s alpha coefficients and correlation matrix for the latent variables.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Latent variables</th>
<th valign="top" align="center">M</th>
<th valign="top" align="center">SD</th>
<th valign="top" align="center">1</th>
<th valign="top" align="center">2</th>
<th valign="top" align="center">3</th>
<th valign="top" align="center">4</th>
<th valign="top" align="center">5</th>
<th valign="top" align="center">6</th>
<th valign="top" align="center">7</th>
<th valign="top" align="center">8</th>
<th valign="top" align="center">9</th>
<th valign="top" align="center">10</th>
<th valign="top" align="center">11</th>
<th valign="top" align="center">12</th>
<th valign="top" align="center">13</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1&#x2003;Academic demands</td>
<td align="center">3.09</td>
<td align="center">0.80</td>
<td align="center"><bold>(0.87)</bold></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&#x2003;Personal relationship demands</td>
<td align="center">2.39</td>
<td align="center">1.09</td>
<td align="center">0.55</td>
<td align="center">(0.81)</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&#x2003;Personal problems</td>
<td align="center">2.02</td>
<td align="center">1.12</td>
<td align="center">0.28</td>
<td align="center">0.50</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>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">4&#x2003;Lecturer demands</td>
<td align="center">2.23</td>
<td align="center">0.92</td>
<td align="center">0.59</td>
<td align="center">0.47</td>
<td align="center">0.42</td>
<td align="center">(0.78)</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&#x2003;Family support</td>
<td align="center">3.30</td>
<td align="center">0.81</td>
<td align="center">&#x2212;0.11</td>
<td align="center">&#x2212;0.24</td>
<td align="center">&#x2212;0.14</td>
<td align="center">&#x2212;0.25</td>
<td align="center">(0.84)</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&#x2003;Lecturer support</td>
<td align="center">2.62</td>
<td align="center">0.87</td>
<td align="center">&#x2212;0.25</td>
<td align="center">&#x2212;0.24</td>
<td align="center">&#x2212;0.20</td>
<td align="center">&#x2212;0.51</td>
<td align="center">0.24</td>
<td align="center">(0.86)</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&#x2003;Friend support</td>
<td align="center">2.87</td>
<td align="center">0.79</td>
<td align="center">&#x2212;0.14</td>
<td align="center">&#x2212;0.34</td>
<td align="center">&#x2212;0.43</td>
<td align="center">&#x2212;0.25</td>
<td align="center">0.38</td>
<td align="center">0.35</td>
<td align="center">(0.89)</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&#x2003;Autonomy</td>
<td align="center">3.00</td>
<td align="center">0.76</td>
<td align="center">&#x2212;0.48</td>
<td align="center">&#x2212;0.38</td>
<td align="center">&#x2212;0.19</td>
<td align="center">&#x2212;0.36</td>
<td align="center">0.26</td>
<td align="center">0.38</td>
<td align="center">0.25</td>
<td align="center">(0.83)</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&#x2003;Strengths use</td>
<td align="center">3.81</td>
<td align="center">0.82</td>
<td align="center">&#x2212;0.37</td>
<td align="center">&#x2212;0.31</td>
<td align="center">&#x2212;0.28</td>
<td align="center">&#x2212;0.33</td>
<td align="center">0.23</td>
<td align="center">0.36</td>
<td align="center">0.25</td>
<td align="center">0.66</td>
<td align="center">(0.89)</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">10 Deficit improvement</td>
<td align="center">3.80</td>
<td align="center">0.84</td>
<td align="center">&#x2212;0.39</td>
<td align="center">&#x2212;0.28</td>
<td align="center">&#x2212;0.27</td>
<td align="center">&#x2212;0.31</td>
<td align="center">0.13</td>
<td align="center">0.34</td>
<td align="center">0.17</td>
<td align="center">0.59</td>
<td align="center">0.43</td>
<td align="center">(0.89)</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">11 Emotional well-being</td>
<td align="center">4.33</td>
<td align="center">1.23</td>
<td align="center">&#x2212;0.40</td>
<td align="center">&#x2212;0.49</td>
<td align="center">&#x2212;0.36</td>
<td align="center">&#x2212;0.39</td>
<td align="center">0.35</td>
<td align="center">0.33</td>
<td align="center">0.39</td>
<td align="center">0.46</td>
<td align="center">0.49</td>
<td align="center">0.35</td>
<td align="center">(0.87)</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">12 Social well-being</td>
<td align="center">3.77</td>
<td align="center">1.35</td>
<td align="center">&#x2212;0.37</td>
<td align="center">&#x2212;0.34</td>
<td align="center">&#x2212;0.36</td>
<td align="center">&#x2212;0.38</td>
<td align="center">0.23</td>
<td align="center">0.33</td>
<td align="center">0.37</td>
<td align="center">0.42</td>
<td align="center">0.45</td>
<td align="center">0.47</td>
<td align="center">0.69</td>
<td align="center">(0.88)</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">13 Psychological well-being</td>
<td align="center">4.46</td>
<td align="center">1.15</td>
<td align="center">&#x2212;0.44</td>
<td align="center">&#x2212;0.44</td>
<td align="center">&#x2212;0.40</td>
<td align="center">&#x2212;0.36</td>
<td align="center">0.26</td>
<td align="center">0.33</td>
<td align="center">0.39</td>
<td align="center">0.58</td>
<td align="center">0.63</td>
<td align="center">0.57</td>
<td align="center">0.80</td>
<td align="center">0.75</td>
<td align="center">(0.88)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Note: <italic>p</italic> &#x2264; 0.05 for all values; Cronbach&#x2019;s alpha reliability coefficients in brackets on the diagonal.</p></fn>
<fn><p>M, mean; SD, standard deviation.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T0002">
<label>TABLE 2</label>
<caption><p>Regression results for the structural model.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Regression path</th>
<th valign="top" align="center">&#x03B2;</th>
<th valign="top" align="center">SE</th>
<th valign="top" align="center"><italic>p</italic></th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left" colspan="4"><italic>Relationship between antecedents and outcomes</italic></td>
</tr>
<tr>
<td align="left">Academic demands &#x2192; Emotional well-being</td>
<td align="center">&#x2212;0.07</td>
<td align="center">0.06</td>
<td align="center">0.26</td>
</tr>
<tr>
<td align="left">Personal relationship demands &#x2192; Emotional well-being</td>
<td align="center"><bold>&#x2212;0.22<xref ref-type="table-fn" rid="TFN0001">*</xref></bold></td>
<td align="center">0.06</td>
<td align="center"><bold>0.00</bold></td>
</tr>
<tr>
<td align="left">Personal problems &#x2192; Emotional well-being</td>
<td align="center">&#x2212;0.04</td>
<td align="center">0.05</td>
<td align="center">0.39</td>
</tr>
<tr>
<td align="left">Lecturer demands &#x2192; Emotional well-being</td>
<td align="center">&#x2212;0.03</td>
<td align="center">0.07</td>
<td align="center">0.67</td>
</tr>
<tr>
<td align="left">Family support &#x2192; Emotional well-being</td>
<td align="center"><bold>0.14<xref ref-type="table-fn" rid="TFN0001">*</xref></bold></td>
<td align="center">0.04</td>
<td align="center"><bold>0.00</bold></td>
</tr>
<tr>
<td align="left">Lecturer support &#x2192; Emotional well-being</td>
<td align="center">0.03</td>
<td align="center">0.05</td>
<td align="center">0.49</td>
</tr>
<tr>
<td align="left">Friend support &#x2192; Emotional well-being</td>
<td align="center"><bold>0.13<xref ref-type="table-fn" rid="TFN0001">*</xref></bold></td>
<td align="center">0.05</td>
<td align="center"><bold>0.01</bold></td>
</tr>
<tr>
<td align="left">Autonomy &#x2192; Emotional well-being</td>
<td align="center">0.04</td>
<td align="center">0.07</td>
<td align="center">0.53</td>
</tr>
<tr>
<td align="left">Academic demands &#x2192; Social well-being</td>
<td align="center">&#x2212;0.10</td>
<td align="center">0.07</td>
<td align="center">0.12</td>
</tr>
<tr>
<td align="left">Personal relationship demands &#x2192; Social well-being</td>
<td align="center">0.00</td>
<td align="center">0.06</td>
<td align="center">0.95</td>
</tr>
<tr>
<td align="left">Personal problems &#x2192; Social well-being</td>
<td align="center">&#x2212;0.09</td>
<td align="center">0.05</td>
<td align="center">0.06</td>
</tr>
<tr>
<td align="left">Lecturer demands &#x2192; Social well-being</td>
<td align="center">&#x2212;0.08</td>
<td align="center">0.07</td>
<td align="center">0.27</td>
</tr>
<tr>
<td align="left">Family support &#x2192; Social well-being</td>
<td align="center">0.04</td>
<td align="center">0.04</td>
<td align="center">0.38</td>
</tr>
<tr>
<td align="left">Lecturer support &#x2192; Social well-being</td>
<td align="center">0.02</td>
<td align="center">0.05</td>
<td align="center">0.70</td>
</tr>
<tr>
<td align="left">Friend support &#x2192; Social well-being</td>
<td align="center"><bold>0.19<xref ref-type="table-fn" rid="TFN0001">*</xref></bold></td>
<td align="center">0.05</td>
<td align="center"><bold>0.00</bold></td>
</tr>
<tr>
<td align="left">Autonomy &#x2192; Social well-being</td>
<td align="center">&#x2212;0.02</td>
<td align="center">0.07</td>
<td align="center">0.78</td>
</tr>
<tr>
<td align="left">Academic demands &#x2192; Psychological well-being</td>
<td align="center">&#x2212;0.09</td>
<td align="center">0.05</td>
<td align="center">0.08</td>
</tr>
<tr>
<td align="left">Personal relationship demands &#x2192; Psychological well-being</td>
<td align="center">&#x2212;0.09</td>
<td align="center">0.05</td>
<td align="center">0.08</td>
</tr>
<tr>
<td align="left">Personal problems &#x2192; Psychological well-being</td>
<td align="center"><bold>&#x2212;0.09<xref ref-type="table-fn" rid="TFN0001">*</xref></bold></td>
<td align="center">0.05</td>
<td align="center"><bold>0.05</bold></td>
</tr>
<tr>
<td align="left">Lecturer demands &#x2192; Psychological well-being</td>
<td align="center">0.03</td>
<td align="center">0.06</td>
<td align="center">0.63</td>
</tr>
<tr>
<td align="left">Family support &#x2192; Psychological well-being</td>
<td align="center">&#x2212;0.02</td>
<td align="center">0.05</td>
<td align="center">0.60</td>
</tr>
<tr>
<td align="left">Lecturer support &#x2192; Psychological well-being</td>
<td align="center"><bold>0.16<xref ref-type="table-fn" rid="TFN0001">*</xref></bold></td>
<td align="center">0.04</td>
<td align="center"><bold>0.00</bold></td>
</tr>
<tr>
<td align="left">Friend support &#x2192; Psychological well-being</td>
<td align="center">0.05</td>
<td align="center">0.06</td>
<td align="center">0.42</td>
</tr>
<tr>
<td align="left">Autonomy &#x2192; Psychological well-being</td>
<td align="center"><bold>0.35<xref ref-type="table-fn" rid="TFN0001">*</xref></bold></td>
<td align="center">0.06</td>
<td align="center"><bold>0.00</bold></td>
</tr>
<tr>
<td align="left" colspan="4"><bold><italic>Effect of antecedents on strengths use and deficit improvement</italic></bold></td>
</tr>
<tr>
<td align="left">Academic demands &#x2192; Strengths use</td>
<td align="center">&#x2212;0.06</td>
<td align="center">0.11</td>
<td align="center">0.59</td>
</tr>
<tr>
<td align="left">Academic demands &#x2192; Deficit improvement</td>
<td align="center">&#x2212;0.15</td>
<td align="center">0.11</td>
<td align="center">0.19</td>
</tr>
<tr>
<td align="left">Personal relationship demands &#x2192; Strengths use</td>
<td align="center">0.04</td>
<td align="center">0.08</td>
<td align="center">0.61</td>
</tr>
<tr>
<td align="left">Personal relationship demands &#x2192; Deficit improvement</td>
<td align="center">0.07</td>
<td align="center">0.09</td>
<td align="center">0.39</td>
</tr>
<tr>
<td align="left">Personal problems &#x2192; Strengths use</td>
<td align="center"><bold>&#x2212;0.16<xref ref-type="table-fn" rid="TFN0001">*</xref></bold></td>
<td align="center">0.07</td>
<td align="center"><bold>0.03</bold></td>
</tr>
<tr>
<td align="left">Personal problems &#x2192; Deficit improvement</td>
<td align="center"><bold>&#x2212;0.20<xref ref-type="table-fn" rid="TFN0001">*</xref></bold></td>
<td align="center">0.08</td>
<td align="center"><bold>0.01</bold></td>
</tr>
<tr>
<td align="left">Lecturer demands &#x2192; Strengths use</td>
<td align="center">0.02</td>
<td align="center">0.12</td>
<td align="center">0.86</td>
</tr>
<tr>
<td align="left">Lecturer demands &#x2192; Deficit improvement</td>
<td align="center">0.07</td>
<td align="center">0.13</td>
<td align="center">0.61</td>
</tr>
<tr>
<td align="left">Family support &#x2192; Strengths use</td>
<td align="center">0.04</td>
<td align="center">0.06</td>
<td align="center">0.47</td>
</tr>
<tr>
<td align="left">Family support &#x2192; Deficit improvement</td>
<td align="center">&#x2212;0.02</td>
<td align="center">0.06</td>
<td align="center">0.76</td>
</tr>
<tr>
<td align="left">Lecturer support &#x2192; Strengths use</td>
<td align="center">0.11</td>
<td align="center">0.08</td>
<td align="center">0.18</td>
</tr>
<tr>
<td align="left">Lecturer support &#x2192; Deficit improvement</td>
<td align="center">0.15</td>
<td align="center">0.09</td>
<td align="center">0.07</td>
</tr>
<tr>
<td align="left">Friend support &#x2192; Strengths use</td>
<td align="center">&#x2212;0.01</td>
<td align="center">0.06</td>
<td align="center">0.93</td>
</tr>
<tr>
<td align="left">Friend support &#x2192; Deficit improvement</td>
<td align="center">&#x2212;0.06</td>
<td align="center">0.06</td>
<td align="center">0.31</td>
</tr>
<tr>
<td align="left">Autonomy &#x2192; Strengths use</td>
<td align="center"><bold>0.58<xref ref-type="table-fn" rid="TFN0001">*</xref></bold></td>
<td align="center">0.08</td>
<td align="center"><bold>0.00</bold></td>
</tr>
<tr>
<td align="left">Autonomy &#x2192; Deficit improvement</td>
<td align="center"><bold>0.50<xref ref-type="table-fn" rid="TFN0001">*</xref></bold></td>
<td align="center">0.09</td>
<td align="center"><bold>0.00</bold></td>
</tr>
<tr>
<td align="left" colspan="4"><bold><italic>Effect of strengths use and deficit improvement on stu dent outcomes</italic></bold></td>
</tr>
<tr>
<td align="left">Strengths use &#x2192; Emotional well-being</td>
<td align="center"><bold>0.25<xref ref-type="table-fn" rid="TFN0001">*</xref></bold></td>
<td align="center">0.06</td>
<td align="center"><bold>0.00</bold></td>
</tr>
<tr>
<td align="left">Deficit improvement &#x2192; Emotional well-being</td>
<td align="center">0.06</td>
<td align="center">0.05</td>
<td align="center">0.27</td>
</tr>
<tr>
<td align="left">Strengths use &#x2192; Social well-being</td>
<td align="center"><bold>0.20<xref ref-type="table-fn" rid="TFN0001">*</xref></bold></td>
<td align="center">0.06</td>
<td align="center"><bold>0.00</bold></td>
</tr>
<tr>
<td align="left">Deficit improvement &#x2192; Social well-being</td>
<td align="center"><bold>0.26<xref ref-type="table-fn" rid="TFN0001">*</xref></bold></td>
<td align="center">0.05</td>
<td align="center"><bold>0.00</bold></td>
</tr>
<tr>
<td align="left">Strengths use &#x2192; Psychological well-being</td>
<td align="center"><bold>0.35<xref ref-type="table-fn" rid="TFN0001">*</xref></bold></td>
<td align="center">0.06</td>
<td align="center"><bold>0.00</bold></td>
</tr>
<tr>
<td align="left">Deficit improvement &#x2192; Psychological well-being</td>
<td align="center"><bold>0.29</bold></td>
<td align="center">0.05</td>
<td align="center"><bold>0.00</bold></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Note: <italic>p</italic> &#x2264; 0.05; <italic>&#x03B2;</italic>, beta coefficient; SE, standard error; <italic>p</italic>, two-tailed statistical significance.</p></fn>
<fn id="TFN0001"><label>*</label><p>, bold values indicate statistical significance of relationship.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>From the results presented in <xref ref-type="table" rid="T0001">Table 1</xref>, it is evident that all antecedents and outcomes were statistically significant and correlated with strengths use and deficit improvement, with the most substantial relationship being between strengths use and autonomy (<italic>r</italic> = 0.66). Moreover, all scales&#x2019; Cronbach&#x2019;s alpha coefficients were equal to or greater than 0.75, indicating that the measuring instruments were reliable.</p>
</sec>
<sec id="s20017">
<title>Structural equation model</title>
<p>The fit of the structural model was found to be satisfactory (CFI = 0.90; TLI = 0.89; RMSEA = 0.04; SRMR = 0.07). As can be seen in <xref ref-type="table" rid="T0002">Table 2</xref>, there were only a few statistically significant relationships between PBSU and PBDI and antecedents. However, most relationships between PBSU and PBDI and well-being were significant, except for deficit improvement, which did not significantly predict <italic>emotional well-being</italic>. Overall, strengths use was stronger related to <italic>autonomy, emotional well-being,</italic> and <italic>psychological well-being</italic>, with the most substantial relationship being between strengths use <italic>and autonomy</italic> (<italic>r</italic> = 0.58). Deficit improvement was stronger related to <italic>personal problems</italic> and <italic>social well-being.</italic></p>
</sec>
</sec>
<sec id="s0018">
<title>Discussion</title>
<p>This study aimed to determine how two types of proactive behaviour &#x2013;PBSU and PBDI &#x2013; relate to various student demands, student resources and students&#x2019; well-being. The study was conducted in a sample of first-year students across different South African HEI campuses. The key findings of this study indicated that only specific student demands and resources had an effect on students&#x2019; proclivity to use their strengths and improve their deficits.</p>
<p>Regarding <bold><italic>student demands</italic></bold>, it was found that students&#x2019; <italic>personal problems</italic> negatively predicted both PBSU and PBDI. However, students&#x2019; <italic>academic demands, personal relationship demands</italic> and <italic>lecturer demands</italic> did not significantly predict PBSU or PBDI. Based on these findings, it can be argued that <italic>personal problems</italic> may inhibit students&#x2019; proclivity to use their strengths and develop their deficits in their study environment. One possible explanation for the aforementioned finding is that students&#x2019; personal problems (e.g. relationship status and financial situation) may negatively impact their psychological well-being (Eisenberg et al., <xref ref-type="bibr" rid="CIT0016">2013</xref>). As a result, they may be less motivated to engage in intentional behaviour or activities that promote personal development (Sharma &#x0026; Rani, <xref ref-type="bibr" rid="CIT0047">2014</xref>).</p>
<p>Regarding <bold><italic>student resources</italic></bold>, the results indicate that only <italic>autonomy</italic> positively affected students&#x2019; proclivity to use their strengths and improve their deficits. Therefore, when students function autonomously, they are more likely to act proactively and build their student resources to meet demands. Indeed, the literature suggests that resources that can assist students to optimise demands may include autonomy (Lesener et al., <xref ref-type="bibr" rid="CIT0024">2020</xref>), social support, participation in developmental opportunities (Cilliers et al., <xref ref-type="bibr" rid="CIT0013">2018</xref>) and personal resources such as strengths use (Stander &#x0026; Mostert, <xref ref-type="bibr" rid="CIT0051">2013</xref>). Moreover, Slemp et al. (<xref ref-type="bibr" rid="CIT0048">2015</xref>) contend that providing employees with autonomy may facilitate proactive behaviours in the workplace &#x2013; underscoring the significance of developing these behaviours in students to prepare them for the workforce.</p>
<p>Regarding <bold><italic>well-being</italic></bold>, the results showed both PBSU and PBDI positively affect all three well-being outcomes included in this study. The PBSU predicted students&#x2019; <italic>emotional, social</italic> and <italic>psychological well-being</italic>. These findings align with those of Park et al. (<xref ref-type="bibr" rid="CIT0039">2004</xref>) who found that using one&#x2019;s strengths increases one&#x2019;s subjective well-being. Indeed, scholars confirm that students can improve their well-being by leveraging their strengths (Rust et al., <xref ref-type="bibr" rid="CIT0045">2009</xref>), while Smith and Tytherleigh (<xref ref-type="bibr" rid="CIT0049">2022</xref>) recently found PBSU to negatively predict burnout (an indicator of well-being; Bakker et al., <xref ref-type="bibr" rid="CIT0006">2023</xref>) in the student context. Furthermore, Mostek (<xref ref-type="bibr" rid="CIT0034">2010</xref>) confirmed that utilising strengths improves students&#x2019; ability to interact socially, thereby increasing their social well-being. Increased levels of well-being may, in turn, enable students to remain optimistic about their studies and persevere in the face of setbacks. Recently, Pang and Ruch (<xref ref-type="bibr" rid="CIT0038">2019</xref>) also highlighted the importance of utilising one&#x2019;s strengths within an organisational setting. Their findings indicated that practising mindfulness and actively using one&#x2019;s strengths at work improved employee job satisfaction, performance and overall well-being (Pang &#x0026; Ruch, <xref ref-type="bibr" rid="CIT0038">2019</xref>).</p>
<p>While there is a scarcity of literature directly linking PBDI to students&#x2019; social and psychological well-being, the relationship may be understood when considering the various arguments made in this study. Proactive behaviour towards deficit improvement has positively impacted important student well-being dimensions (e.g. increased engagement and life satisfaction [Mostert et al., <xref ref-type="bibr" rid="CIT0035">2017</xref>] and decreased burnout [Smith &#x0026; Tytherleigh, <xref ref-type="bibr" rid="CIT0049">2022</xref>]). Also, PBDI has been shown to increase students&#x2019; self-efficacy and hope (Stander et al., <xref ref-type="bibr" rid="CIT0050">2015</xref>), resulting in positive affect and psychological well-being. Putri and Saleh (<xref ref-type="bibr" rid="CIT0042">2020</xref>) recently found that students&#x2019; goal achievement and mastery orientation are directly related to their level of well-being, which further explains the relationship between PBDI and well-being. Studies indicate that PBDI may allow students to experience a sense of goal attainment or mastery (Ames, <xref ref-type="bibr" rid="CIT0004">1992</xref>), which, in turn, may increase their well-being.</p>
<p>Finally, the examined regression weights showed differences in the strength of relationships between PBSU and PBDI with the other variables included in this study. Specifically, strengths use was strongly related to <italic>autonomy, emotional well-being</italic> and <italic>psychological well-being,</italic> while deficit improvement was strongly related to <italic>personal problems</italic> and <italic>social well-being</italic>. The observed differences in the strength of these relationships highlight the importance of adopting a balanced approach while incorporating these constructs into student development initiatives. Both strengths use and deficit improvement are critical because they are directly related to important student demands, resources and outcomes, each to varying degrees. Notably, scholars argue that incorporating both constructs is critical for improving an individual&#x2019;s well-being and functioning (Wong &#x0026; Roy, <xref ref-type="bibr" rid="CIT0062">2018</xref>), which aligns with the renewed focus on positive psychology that recognises the importance of considering both positive and negative aspects (Lomas et al., <xref ref-type="bibr" rid="CIT0028">2020</xref>).</p>
<p>The findings of this study further highlight the importance of promoting the development of strengths use and deficit improvement in HEIs to enhance students&#x2019; well-being and academic success. Practitioners, including industrial psychologists, can use these insights to inform the development and inclusion of these constructs in student success initiatives, aiming to improve success rates, institutional performance and work readiness among graduates.</p>
<sec id="s20019">
<title>Limitations and recommendations</title>
<p>Considering the persistently low response rates observed among students in higher education research (Chapman &#x0026; Joines, <xref ref-type="bibr" rid="CIT0012">2017</xref>; Luo, <xref ref-type="bibr" rid="CIT0030">2020</xref>), it is important to acknowledge that the findings of this study may have limited generalisability. This limitation arises from the relatively small sample size and the challenge of low response rates encountered among first-year university students from a single South African public HEI. To address this limitation, future researchers should broaden the scope of the study to include a more diverse range of participants from various tertiary institutions, both nationally and internationally. In addition, the structural model tested in this study only had a limited number of student demands and resources, which may not fully capture the scope and complexity of factors affecting individual well-being, as Bakker et al. (<xref ref-type="bibr" rid="CIT0006">2023</xref>) suggested. Thus, it is recommended that future research expand the range of variables considered to obtain a more comprehensive understanding of the aspects influencing student PBSU and PBDI and other significant outcomes. Furthermore, the study&#x2019;s cross-sectional design precluded establishing causal relationships among antecedents, PBSU, PBDI and student well-being. To address this issue, future researchers may consider utilising a longitudinal research design to understand better the relationship between PBSU, PBDI and other variables. Lastly, the study relied solely on self-report online questionnaires, which may be susceptible to social desirability and response biases. Future studies should consider implementing multiple data collection methods beyond self-report questionnaires to minimise these potential biases.</p>
</sec>
<sec id="s20020">
<title>Practical implications</title>
<p>The practical implications of this study hold significant value for both institutions and practitioners looking to enhance the quality of higher education and prepare graduates for the labour market. The findings related to PBSU and PBDI&#x2019;s impact on important student antecedents and outcomes provide valuable insights that can inform the development of evidence-based strategies aimed at student success. Universities can utilise this knowledge to optimise students&#x2019; demands and resources and encourage PBSU and deficit improvement, which can improve student well-being and enhance the work readiness of graduates. Indeed, proactivity has become a critical skill for employees and graduates to ensure employability (Tymon &#x0026; Batistic, <xref ref-type="bibr" rid="CIT0056">2016</xref>), and universities are responsible for fostering such behaviours in students (Abugre, <xref ref-type="bibr" rid="CIT0001">2018</xref>). Therefore, utilising the expertise of practitioners, including industrial psychologists, can help inform practices around developing PBSU and PBDI. Industrial psychologists can guide universities in improving efficiency by designing and implementing training programmes that enhance organisational functioning at individual, group and organisational levels. However, practitioners must fully understand these constructs and their contributions to student success to effectively design initiatives that foster proactive behaviour within the student community. Such initiatives can contribute to student success and the holistic development of graduates well-suited for the demands of the workforce.</p>
</sec>
</sec>
<sec id="s0021">
<title>Conclusion</title>
<p>In conclusion, this study highlights the significant relevance and practical implications of PBSU and PBDI in the university context. The findings demonstrate significant relationships between PBSU and PBDI and important student demands, resources and well-being. By optimising student demands (e.g. personal problems) and providing adequate resources (e.g. promoting autonomy), HEIs may increase students&#x2019; motivation, potentially leading to PBSU and PBDI. In turn, PBSU and PBDI may positively affect students&#x2019; emotional, social and psychological well-being. In addition, the importance of adopting a balanced approach when incorporating these constructs into student development initiatives is underscored by the observed differences in the strength of relationships between PBSU and PBDI and various variables.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>Only the authors contributed to the study. Statistical analysis was contracted and paid for.</p>
<sec id="s20022" sec-type="COI-statement">
<title>Competing interests</title>
<p>The authors have declared that no competing interest exists.</p>
</sec>
<sec id="s20023">
<title>Authors&#x2019; contributions</title>
<p>K.M. conceived of the presented idea and supervised the study. K.M. and C.D.T. verified the analytical methods. C.D.T wrote the original draft, and K.M. reviewed and edited the manuscript. K.M. assisted with the interpretation of the results, provided necessary resources and acquired the funding for the project. Both authors discussed the results and contributed to the final manuscript.</p>
</sec>
<sec id="s20025" sec-type="data-availability">
<title>Data availability</title>
<p>The data set used and analysed during this study is be available from the corresponding author, K.M., upon reasonable request.</p>
</sec>
<sec id="s20026">
<title>Disclaimer</title>
<p>The views and opinions expressed in this article are those of the authors and do not necessarily reflect the official policy or position of any affiliated agency of the authors.</p>
</sec>
</ack>
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<fn><p><bold>How to cite this article:</bold> Mostert, K., &#x0026; Du Toit, C. (2024). Well-being of first-year students: The role of study characteristics, strengths and deficits. <italic>SA Journal of Industrial Psychology/SA Tydskrif vir Bedryfsielkunde, 50</italic>(0), a2117. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajip.v50i0.2117">https://doi.org/10.4102/sajip.v50i0.2117</ext-link></p></fn>
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