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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">SAJHRM</journal-id>
<journal-title-group>
<journal-title>SA Journal of Human Resource Management</journal-title>
</journal-title-group>
<issn pub-type="ppub">1683-7584</issn>
<issn pub-type="epub">2071-078X</issn>
<publisher>
<publisher-name>AOSIS</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">SAJHRM-22-2548</article-id>
<article-id pub-id-type="doi">10.4102/sajhrm.v22i0.2548</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Administrative staffs&#x2019; training needs and talent development at a Health Sciences University</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">https://orcid.org/0009-0003-2283-6087</contrib-id>
<name>
<surname>Matlakala</surname>
<given-names>Heriet N.</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/0000-0002-9932-0543</contrib-id>
<name>
<surname>Bezuidenhout</surname>
<given-names>Adele</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
<xref ref-type="aff" rid="AF0002">2</xref>
</contrib>
<aff id="AF0001"><label>1</label>Department of Human Resource Management, College of Economic and Management Sciences, University of South Africa, Pretoria, South Africa</aff>
<aff id="AF0002"><label>2</label>School of Organisations, Systems and People, University of Portsmouth, Portsmouth, United Kingdom</aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><bold>Corresponding author:</bold> Heriet Matlakala, <email xlink:href="hntshabeleng40@gmail.com">hntshabeleng40@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>11</day><month>09</month><year>2024</year></pub-date>
<pub-date pub-type="collection"><year>2024</year></pub-date>
<volume>22</volume>
<elocation-id>2548</elocation-id>
<history>
<date date-type="received"><day>06</day><month>02</month><year>2024</year></date>
<date date-type="accepted"><day>30</day><month>05</month><year>2024</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2024. The Authors</copyright-statement>
<copyright-year>2024</copyright-year>
<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>Licensee: AOSIS. This work is licensed under the Creative Commons Attribution License.</license-p>
</license>
</permissions>
<abstract>
<sec id="st1">
<title>Orientation</title>
<p>Although administrative support staff are the glue that holds everything together in universities, they are often taken for granted when talent is identified and developed. Targeted training needs analysis and talent development interventions are often focused on elite academic staff, leaving a deficit in understanding how administrative support staff should be developed.</p>
</sec>
<sec id="st2">
<title>Research purpose</title>
<p>To determine or investigate training needs analysis and talent development practices to support Health Sciences University (HSU) administrative staff.</p>
</sec>
<sec id="st3">
<title>Motivation for the study</title>
<p>There is little empirical evidence and a lack of understanding of how to identify and address the specific training needs of administrative staff to increase universities&#x2019; organisational performance.</p>
</sec>
<sec id="st4">
<title>Research approach/design and method</title>
<p>A deductive, quantitative approach, using a descriptive survey research design and census of the entire population (200) permanent administrative staff officers, secretaries or personal assistants in an HSU (<italic>N</italic> = 163), was employed. Statistical analysis included validity and reliability measures, correlations and exploratory factor analysis.</p>
</sec>
<sec id="st5">
<title>Main findings</title>
<p>The results revealed a strong, significant, positive link between the perception of training needs analysis process and talent management practices of administrative staff with regard to demographic variables of age, gender, job title, educational level, job level and tenure.</p>
</sec>
<sec id="st6">
<title>Practical/managerial implications</title>
<p>To reinforce the training needs analysis process and talent development for the entire staff or employees at the HSU.</p>
</sec>
<sec id="st7">
<title>Contribution/value-add</title>
<p>This study offers evidence of and advocates for new ways of working, including all staff&#x2019;s talents to maximise student support and organisational excellence.</p>
</sec>
</abstract>
<kwd-group>
<kwd>administrative staff</kwd>
<kwd>talent development</kwd>
<kwd>training needs analysis</kwd>
<kwd>talent management</kwd>
<kwd>universities</kwd>
</kwd-group>
<funding-group>
<funding-statement><bold>Funding information</bold> This research received no specific grant from any funding agency in the public, commercial or not-for-profit sectors.</funding-statement>
</funding-group>
</article-meta>
</front>
<body>
<sec id="s0001">
<title>Introduction</title>
<p>Globally, universities&#x2019; success largely depends on their employees&#x2019; excellence. Many institutions have systems in place to nurture talented academic employees, but little research has been done on identifying the required training and development needs of administrative staff and the specialised talent management practices necessary to encourage their growth (Bolman &#x0026; Gallos, <xref ref-type="bibr" rid="CIT0016">2021</xref>; Mitchell, <xref ref-type="bibr" rid="CIT0046">2023</xref>). Universities&#x2019; success, similar to all other organisations, depends on their talent to keep up with continuous environmental changes (Ro&#x017E;man et al., <xref ref-type="bibr" rid="CIT0056">2023</xref>). Globalisation has led to increased competition between higher education institutions. This has impacted the administration of these institutions, amplifying the important role of administrative staff in ensuring that students have a positive experience (Mitchell, <xref ref-type="bibr" rid="CIT0046">2023</xref>). Administrative staff are essential to implementing institutional policies and meeting the external and internal challenges universities face (Erasmus, <xref ref-type="bibr" rid="CIT0024">2020</xref>; Shin &#x0026; Kehm, <xref ref-type="bibr" rid="CIT0062">2013</xref>). Administrative staff, together with their academic colleagues, play a key role in promoting the image and credibility of their organisations and delivering high-quality client service through their competence (Barkhuizen et al., <xref ref-type="bibr" rid="CIT0010">2015</xref>). This role is also linked with the university&#x2019;s vision of transforming health services through professional training and education of various fields to achieve organisational objectives. This vision should be achieved by capacitating administrative staff to be competent and committed to their roles (Strategic plan, 2021&#x2013;2025). The administrative staff are important because they coordinate the activities between different sections and departments in the university. Therefore, their training needs and individual talent must receive targeted attention to ensure the university&#x2019;s success (Mitchell, <xref ref-type="bibr" rid="CIT0046">2023</xref>). Research on the talent management of administrative staff remains limited (Amushila &#x0026; Bussin, 2021). The impact of administrative staff on the success of universities is often overlooked and taken for granted. This is a mistake, as students interact closely with administrative staff members, and their perception of support from the university is often impacted by their interactions with administrative staff members (Cunninghame et al., <xref ref-type="bibr" rid="CIT0022">2020</xref>; Mitchell, <xref ref-type="bibr" rid="CIT0046">2023</xref>). This research contributes to the field as it contributes new knowledge on the specific training needs and talent management practices aimed at university administrative staff. An improved appreciation for and understanding of the important connecting role of the administrative staff will improve the functioning of universities and their ability to provide excellent service to their stakeholders, including students.</p>
<p>In line with Jung and Shin&#x2019;s (<xref ref-type="bibr" rid="CIT0033">2015</xref>) explanation, in this article, the term &#x2018;administrative staff&#x2019; refers to employees who occupy administrative positions at universities. These employees fulfil multifaceted, indispensable roles, including office work, research support, quality assurance, planning, facility and financial management, among others. According to Van Antwerpen and Ferreira (<xref ref-type="bibr" rid="CIT0069">2010</xref>), the role of the administrative staff member is stimulating, challenging and rapidly changing, which makes this occupation appealing to new entrants. The role of administrative staff has become more important in the face of worldwide competition and expectations of institutional excellence (Hossen &#x0026; Latif, <xref ref-type="bibr" rid="CIT0029">2016</xref>; Romlah et al., <xref ref-type="bibr" rid="CIT0054">2019</xref>).</p>
<p>The training needs analysis of administrative staff, including secretaries and administrative officers, is increasing in importance for the attainment of the organisations&#x2019; strategic goals and objectives (Lagat &#x0026; Makau, <xref ref-type="bibr" rid="CIT0041">2018</xref>). Besides, administrative staff directly affect people&#x2019;s achievements, by providing continued support when needed (Blatchford et al., <xref ref-type="bibr" rid="CIT0015">2009</xref>). Therefore, administrators are important stakeholders in the university, they must be highly skilled and their talent effectively attains the organisation&#x2019;s strategic goals. Most strategic talent management interventions at universities do not recognise administrative staff as important university employees (Brandenburg, <xref ref-type="bibr" rid="CIT0017">2016</xref>; Hunter, <xref ref-type="bibr" rid="CIT0030">2018</xref>; Mitchell, <xref ref-type="bibr" rid="CIT0046">2023</xref>).</p>
<p>In addition, the importance of excellent service delivery by administrative staff is often ignored as higher education institutions mainly focus on teaching and research while overlooking the crucial role of administrative activities that support and facilitate these tasks (Gallardo-Gallardo et al., <xref ref-type="bibr" rid="CIT0027">2020</xref>; Mahomed, 2004). Thomas (<xref ref-type="bibr" rid="CIT0066">2005</xref>) and Aparna and Sahney (<xref ref-type="bibr" rid="CIT0007">2024</xref>) state that administrative staff at higher education institutions experience pressure in terms of overwork, undermining of talent, verbal abuse and a lack of access to necessary information. From a management perspective, attention should be paid to identifying the training needs of administrators and offering opportunities for determining their individual needs.</p>
<p>This study is mainly informed by applying the OTP (organisation-, task- and person-) training needs analysis model or theory and the Human Capital Theory to make sense of the talent management and development practices that could support administrative staff in their career development at the Health Science University (HSU).</p>
<sec id="s20002">
<title>Research purpose and objectives</title>
<p>This article aims to investigate the link between the perception of administrative staff on the training needs analysis process and talent management practices at HSU. The objectives of this article are as follows:</p>
<list list-type="bullet">
<list-item><p>Measure perceptions of administrative staff in terms of the training needs analysis process and the talent management practices at HSU.</p></list-item>
<list-item><p>Investigate the link or relationship between the perception of training needs analysis process and talent management practices within HSU environment.</p></list-item>
<list-item><p>Evaluate the differences in the Training Need Assessment (TNA) process and Talent Management (TM) practices with regard to demographic variables of age, gender, job title, educational level, job level and tenure.</p></list-item>
</list>
<p>Effective talent management requires all stakeholders to move beyond process to practices that encourage individuals to work towards achieving highly desired organisational outcomes. We ask the following research questions:</p>
<list list-type="bullet">
<list-item><p><bold>RQ1:</bold> What are the administrative staff&#x2019;s perceptions of the training needs analysis process and the talent management practices?</p></list-item>
<list-item><p><bold>RQ2:</bold> What is the relationship between administrative staff&#x2019;s perception of training needs analysis and talent management?</p></list-item>
<list-item><p><bold>RQ3:</bold> How do the university administrative staff&#x2019;s perceptions of the training need analysis process and effective talent management practices differ according to their demographical profile (age, gender, job title, educational level, job level and tenure)?</p></list-item>
</list>
</sec>
</sec>
<sec id="s0003">
<title>Literature review</title>
<sec id="s20004">
<title>Training needs assessment</title>
<p>The training and development of administrative staff differ in different countries; for example, administrative staff in Korea, Japan, Taiwan, Germany and France have government employee status, and their employment, promotion, salary, pension and retirement age are the same as other civil servants (Jung &#x0026; Shin, <xref ref-type="bibr" rid="CIT0033">2015</xref>). In Germany, on the other hand, the rise in the number of administrative staff in the 1990s to early 2000s was due to the development of higher-grade positions and recently created higher-education occupations (Krucken, <xref ref-type="bibr" rid="CIT0038">2011</xref>; Kr&#x00FC;cken et al., <xref ref-type="bibr" rid="CIT0039">2013</xref>).</p>
<p>Theoretically, this study draws heavily on the OTP model to explain the role of training needs assessment. The main focus of the theory is the effective integration of the organisational goals, task specifics and personal training needs at the employee, departmental or organisational level to help the organisation perform effectively (Jamil &#x0026; Som, <xref ref-type="bibr" rid="CIT0032">2007</xref>; Khan &#x0026; Al Zubaidy, <xref ref-type="bibr" rid="CIT0035">2016</xref>; McGehee &#x0026; Thayer, <xref ref-type="bibr" rid="CIT0045">1961</xref>). Akther et al. (<xref ref-type="bibr" rid="CIT0002">2018</xref>) also confirm that effective TNA serves the needs of individual growth and development, while the organisation benefits from improved learning and more successful transfer after training. Health Science University should increase their TNA by identifying the administrative staff&#x2019;s needs at the individual, group and organisational levels. Training needs analysis helps to prioritise training needs and assist in equipping employees with the specific skills required to achieve the strategic intent of the organisation (Vinesh, <xref ref-type="bibr" rid="CIT0073">2014</xref>). Therefore, the university needs to manage the administrative employees&#x2019; talent timeously, to prepare for changing future demands (Kurgat, <xref ref-type="bibr" rid="CIT0040">2016</xref>). Vaiman et al. (<xref ref-type="bibr" rid="CIT0068">2015</xref>) view talent as the specified and in-demand knowledge, skills and abilities among individuals in critical job roles and talent management as a set of organisational procedures intended to attract, develop, mobilise and retain key people.</p>
<p>The authors claim that individuals are born with a unique gift. For individuals to be recognised as a natural performer in the workplace, they must be discovered and developed, enabling them to make a significant and distinctive contribution to accomplishing organisational objectives. Talent, on the other hand, is a set of talent-intelligence skills that can be used to solve problems (Visser et al., <xref ref-type="bibr" rid="CIT0074">2018</xref>).</p>
</sec>
<sec id="s20005">
<title>Talent management</title>
<p>Human capital theory (HCT) is a foundational theoretical framework for explaining how organisational talent (such as the HSU administrative staff) can be valued and developed. A basic tenet of the theory is that employees&#x2019; contributions have an economic value, and as these employees develop their abilities and potential through life-long training and development interventions, their value increases (Becker, <xref ref-type="bibr" rid="CIT0013">1993</xref>; Mitchell, <xref ref-type="bibr" rid="CIT0046">2023</xref>). These interventions are often an integral part of organisations&#x2019; talent development programmes.</p>
<p>Talent management is ambiguous and multidimensional (Kaliannan et al., <xref ref-type="bibr" rid="CIT0034">2023</xref>), and as a phenomenon, it lacks an accepted theoretical framework (Sirkova et al., <xref ref-type="bibr" rid="CIT0064">2015</xref>) and widely accepted definition (Kaliannen et al., <xref ref-type="bibr" rid="CIT0034">2023</xref>; Lewis &#x0026; Heckman, <xref ref-type="bibr" rid="CIT0042">2006</xref>). Ghosh (<xref ref-type="bibr" rid="CIT0028">2021</xref>) defined talent management as the systematic, organised and planned procedure of getting the right talent on board and developing them to achieve organisational goals. Talent management could be viewed as a strategic plan to recruit, select, develop and encourage them to remain (Bauer &#x0026; Greven, <xref ref-type="bibr" rid="CIT0012">2015</xref>).</p>
<p>According to Alsakarneh and Hong (<xref ref-type="bibr" rid="CIT0004">2015</xref>), talent management and human resource management are linked, but not identical. Talent management refers to the development of integrated programmes that are designed to improve efficiency by identifying, developing, retaining and using individuals with the skills, knowledge and ability to satisfy existing and future organisational needs (Thomas &#x0026; Letchmiah, <xref ref-type="bibr" rid="CIT0067">2017</xref>). Thus, effective talent management practices are essential to managing, developing and retaining talented new employees. Nilsson and Ellstrom (<xref ref-type="bibr" rid="CIT0047">2012</xref>) add that talent management is linked with acquiring new knowledge and doing things more quickly and efficiently.</p>
<p>Less academic consideration has been paid to talent management issues in public sector organisations, including how they describe talent and how successful they are in their search for talent (Gallardo-Gallardo &#x0026; Thunnissen, <xref ref-type="bibr" rid="CIT0026">2016</xref>; Kravariti &#x0026; Johnston, <xref ref-type="bibr" rid="CIT0037">2020</xref>). In total, according to Van Zyl et al. (<xref ref-type="bibr" rid="CIT0070">2017</xref>), it seems to be a lack of connection between talent management practices and the wider human resources system.</p>
</sec>
<sec id="s20006">
<title>The role of administrative and support staff</title>
<p>Although talent management is valued within many organisations, it is less so for universities&#x2019; administrative and support staff (Rudhumbu, <xref ref-type="bibr" rid="CIT0057">2014</xref>). Without adequate training needs analysis and strategic talent management practices for administrative staff, service quality may be less than optimal, and universities may suffer. Although administrative staff may have been marginalised in the past, they must continue to be oriented and learn new roles and actively participate in the process to support the faculty, the institution and its stakeholders (Antiado et al., <xref ref-type="bibr" rid="CIT0006">2020</xref>).</p>
<p>The significance of the administrative staff&#x2019;s role in the effective operation of higher education institutions is well recognised (Burke et al., <xref ref-type="bibr" rid="CIT0018">2013</xref>; Kr&#x00FC;cken et al., <xref ref-type="bibr" rid="CIT0039">2013</xref>). Universities are also good examples of organisations that require a healthy, positive organisational climate to support the performance of their employees so they can carry out their crucial function of coordination and providing support within their organisational community (Ahmed et al., <xref ref-type="bibr" rid="CIT0001">2018</xref>). In order to perform their job effectively, administrative staff should have a skill set that is superior to that of technical aptitudes (Venter et al. <xref ref-type="bibr" rid="CIT0072">2019</xref>). Although productivity and quality of service delivery are priorities for universities, only a few, especially in the emerging world, provide a positive and supportive operational environment for administrative staff to grow, develop and attain their objectives (Wilson, <xref ref-type="bibr" rid="CIT0075">2016</xref>; Zareen et al., <xref ref-type="bibr" rid="CIT0077">2013</xref>).</p>
<p>Many universities do not recognise the importance of the training needs analysis phase in practice or strategic initiatives of administrative staff as a critical component (Erasmus, <xref ref-type="bibr" rid="CIT0024">2020</xref>; Jamil &#x0026; Som, <xref ref-type="bibr" rid="CIT0032">2007</xref>). The training needs analysis and talent management methodologies used by administrative staff at HSU are not well defined. There is no consensus on how these processes should be structured for the university or how they should be used to ensure the achievement of the organisational objectives (Matlakala et al., <xref ref-type="bibr" rid="CIT0044">2021</xref>). As indicated, the shifts in the higher education landscape highlight the need for improved training needs analysis and strategic talent management strategies for the HSU&#x2019;s administrative staff. To achieve organisational objectives and improve understanding, an investigation into the restricted training needs analysis and talent development practices of administrative staff is vital (Matlakala et al., <xref ref-type="bibr" rid="CIT0044">2021</xref>). This study sought to find the relationship between the administrative staff&#x2019;s perception of the training needs analysis process and university talent management practices and make recommendations for improvement.</p>
<p>Administrative staff is a vital component of the university workforce in the majority of strategic plans (Brandenburg, <xref ref-type="bibr" rid="CIT0017">2016</xref>; Hunter, <xref ref-type="bibr" rid="CIT0030">2018</xref>). However, Hurlimann et al. (2013) refer to the complete neglect of the value of administrative work in higher education settings. Barkhuizen et al. (<xref ref-type="bibr" rid="CIT0009">2014</xref>) found that talent management techniques aimed at administrative staff are ineffective, despite the fact that staff saw the talent review process, retention techniques, talent development and talent management as important value-added activities. To enable administrative staff to grow and develop in their roles, universities should invest in effective talent management strategies (Poalses &#x0026; Bezuidenhout, <xref ref-type="bibr" rid="CIT0051">2018</xref>).</p>
<p>Every employer must ensure that the employees&#x2019; skills are continuously improved to achieve the organisational goals. To achieve organisational success, it is essential to accurately identify the training needs of employees (Clinton et al., <xref ref-type="bibr" rid="CIT0019">2016</xref>). Ryttberg and Geschwind (<xref ref-type="bibr" rid="CIT0058">2017</xref>) indicate that administrative staff, previously perceived as a peripheral function, is now being recognised as vital for achieving teaching and research excellence by supporting business liaisons and research grant administration. According to Poalses and Bezuidenhout (<xref ref-type="bibr" rid="CIT0051">2018</xref>), the university should invest in planned talent management initiatives for administrative employees to support them to excel and prosper in their roles.</p>
<p>Organisations&#x2019; plans depend on an efficient and effective human resource strategy. Therefore, Human Resource Management (HRM) should harmonise the organisation&#x2019;s strategy with its talented employees who can meet and achieve the organisation&#x2019;s current and future goals (Alsakarneh &#x0026; Hong, <xref ref-type="bibr" rid="CIT0004">2015</xref>).</p>
<p>The primary aim of learning activities is to help employees master the knowledge, skills, abilities and attitudes required by the organisation (Mahapatro, <xref ref-type="bibr" rid="CIT0043">2010</xref>). Therefore, talent management is conducted by, firstly, determining the organisation&#x2019;s needs for talent; secondly, by finding a source of talent; thirdly, by developing employees and their collective talents and finally, by confirming that talented staff are integrated into the human resource management process and aligned to the strategic goals of the organisation (Poisat et al., <xref ref-type="bibr" rid="CIT0052">2018</xref>; Yasin, <xref ref-type="bibr" rid="CIT0076">2014</xref>).</p>
<p>Training and development opportunities are key to polishing and directing talents to achieve organisational objectives (Alruwaili, <xref ref-type="bibr" rid="CIT0003">2018</xref>). Despite this, the organisation&#x2019;s increasing awareness of the existence and shortage of talent may trigger recognition of the importance of talent to the growth of the organisation. However, organisations also compete to get talented employees by searching outside the organisation or training their current employees (Yasin, <xref ref-type="bibr" rid="CIT0076">2014</xref>).</p>
<p>Silzer and Dowell (<xref ref-type="bibr" rid="CIT0063">2010</xref>) state that talent management aligns the HR programmes and functions as a core business management process through four steps: the identification of strategic talent needs, human resource development planning based on the competencies required, development capacity, and retaining (Silzer &#x0026; Dowell, <xref ref-type="bibr" rid="CIT0063">2010</xref>).</p>
<p>To achieve the organisation&#x2019;s plan through talent management, employee development programmes should be designed at all levels of the organisation that meet the needs of the individual and organisation (Yasin, <xref ref-type="bibr" rid="CIT0076">2014</xref>). Employee development plans of administrative staff should be designed at all levels of the university and mapped with the choices of training suitable for their competencies. The talented employees (administrative staff) should have the training and development to create a feeling of loyalty to Health Sciences University and feel that the organisation&#x2019;s leaders give them adequate care.</p>
<p>By linking all views of talent management, a talent management process that includes identifying the high potential and high-performer employees, developing a talent pool, providing development practices and developing retention practices is proposed (Tetik, <xref ref-type="bibr" rid="CIT0065">2016</xref>). The success of talent management on administrative staff depended on the availability of training and development. However, talent management begins with the business strategy and carries on developing and maintaining a &#x2018;nursery&#x2019; of talent, which would require employees&#x2019; professional qualities, loyalty and active involvement (Robertson, <xref ref-type="bibr" rid="CIT0053">2015</xref>; Thomas &#x0026; Letcmiah, <xref ref-type="bibr" rid="CIT0067">2017</xref>). There are many strategies for managing talented people, such as encouraging talented people, to share ideas, knowledge and skills or to provide coaching and training programmes for talented people, to ensure everyone in the organisation feels valued at work (Salacuse, <xref ref-type="bibr" rid="CIT0059">2006</xref>; Robertson, <xref ref-type="bibr" rid="CIT0053">2015</xref>).</p>
<p>The talent development process starts by identifying the individuals&#x2019; potential and performance (Ross, <xref ref-type="bibr" rid="CIT0055">2013</xref>). Once talent development forms part of the organisation&#x2019;s plan, key people are developed for the key positions that ensure gain competitive advantage (Collings &#x0026; Mellahi, <xref ref-type="bibr" rid="CIT0020">2009</xref>). Therefore, the strategic development of talent is nurtured by planned and unplanned development facilities in an organisational setting, like learning activities (Tetik, <xref ref-type="bibr" rid="CIT0065">2016</xref>). The need for talent with competencies (general and specific) is undeniable, as the most important skills, knowledge and behaviours are necessary to execute the organisation&#x2019;s strategy (Batisda et al., 2021). There was a need for talent management of the administrative staff to improve their competencies. Therefore, training should be planned properly to achieve the organisational competitive advantage.</p>
<p>One of the important sub-dimensions of talent management is learning and performance improvement interventions, aimed at developing the talent of diverse employees. Talent development interventions provide employees with opportunities to grow and advance and organisations with skilled and competent employees (Debebe, <xref ref-type="bibr" rid="CIT0023">2023</xref>). According to Semaihi et al. (<xref ref-type="bibr" rid="CIT0061">2023</xref>), the public sector should also acknowledge that only through effective talent development will they develop and engage the next generation. This development process must also be integrated with the individual performance plan (IPP) and aligned to prepare training needs analysis. The Human Resource Development (HRD) process needs to be evaluated quarterly (every 3 months) to be related to the development of each individual. With the continued development of talent, the organisation has the availability of talent to carry out the work properly (Berliandaldo &#x0026; Hidayat, <xref ref-type="bibr" rid="CIT0014">2017</xref>). Individual performance plan of administrative staff should be aligned with their training need, and the HRD process should be evaluated every 3 months.</p>
<p>Both training needs analysis and talent management were incorporated into the organisation&#x2019;s employment plan. Despite this, both training needs analysis and talent management were focused on achieving the goals of the organisation, identifying the training that needs to be provided to the individual talented employees based on their jobs (Alruwaili, <xref ref-type="bibr" rid="CIT0003">2018</xref>; Altarawneh &#x0026; Aseery, <xref ref-type="bibr" rid="CIT0005">2016</xref>; Nwoke et al., <xref ref-type="bibr" rid="CIT0048">2016</xref>). A planned training needs analysis and talent management linked with the organisation&#x2019;s goals will address administrative staff&#x2019;s identified talent gaps by providing training as the only solution.</p>
</sec>
</sec>
<sec id="s0007">
<title>Research methodology</title>
<sec id="s20008">
<title>Research approach</title>
<p>The research followed a deductive, post-positivistic philosophy (Babbie, <xref ref-type="bibr" rid="CIT0008">2016</xref>; Creswell, <xref ref-type="bibr" rid="CIT0021">2014</xref>) to present the results of a quantitative survey research design and allow generalised results from a census of the entire population and to investigate the link between the administrative support staff&#x2019;s perception of the training needs analysis process and talent management practices.</p>
</sec>
<sec id="s20009">
<title>Respondents</title>
<p>The respondents were all permanently appointed administrative support officers and secretaries or personal assistants. As the total population (<italic>N</italic> = 200) was judged too small for further sampling, a census of all possible respondents was used. A total of 163 completed surveys were returned and considered for further analysis, eliciting a response rate of 81.5&#x0025; (121 administrative support officers and 42 secretaries or personal assistants).</p>
</sec>
<sec id="s20010">
<title>Measuring instruments</title>
<p>A cross-sectional, online survey invited administrative staff to share their perceptions of the training needs analysis process and the talent management practices at the university on a Likert scale of 1&#x2013;5 (1 being strongly disagreed, 5 being strongly agreed). The instrument consisted of three sections: the first section collected demographic information. The second measured staff perceptions of the training need analysis process (24 items), measuring five sub-dimensions, namely feedback, task significance and organisational, task and individual analyses, and the third focused on talent management practices (25 items). Survey items were informed by Barkhuizen et al. (<xref ref-type="bibr" rid="CIT0009">2014</xref>) and Barkhuizen et al. (<xref ref-type="bibr" rid="CIT0010">2015</xref>). An example of one item is training needs analysis at the HSU is linked to the university&#x2019;s strategic objectives.</p>
<p>The third section drew on Barkhuizen et al. (<xref ref-type="bibr" rid="CIT0010">2015</xref>) and measured four talent management dimensions: talent development, selection, utilisation and retention. One example is: HSU identifies talent by using the university&#x2019;s present capabilities and potential to meet current and future needs. In addition, the questionnaire was developed by the researcher in accordance with Barkhuizen et al. (<xref ref-type="bibr" rid="CIT0009">2014</xref>) questionnaire on their research concerning TM on administrative staff (Barkhuizen et al., <xref ref-type="bibr" rid="CIT0009">2014</xref>, <xref ref-type="bibr" rid="CIT0010">2015</xref>).</p>
</sec>
<sec id="s20011">
<title>Research procedure and ethical considerations</title>
<p>The research project obtained permission and ethical approval for conducting research with human subjects from the university&#x2019;s ethical committee, and all guidelines were strictly adhered to. Moreover, the study obtained informed consent from the participants, and the consent form explained the subject&#x2019;s nature and objectives. Participation of administrative staff was voluntary, and their right to privacy was respected; therefore, there was no fee, and confidentiality was maintained at all times.</p>
</sec>
<sec id="s20012">
<title>Ethical considerations</title>
<p>Ethical clearance was obtained from the University of South Africa&#x2019;s HRM Ethics Review Committee and Sefako Makgatho University Research Ethics Committee (2019 HRM 013).</p>
</sec>
</sec>
<sec id="s0013">
<title>Results</title>
<p>Statistical analysis was conducted using the Statistical Package for Social Sciences version 25.0. The respondents&#x2019; age ranged between 20 years and 65 years. The highest percentage (46.6&#x0025;) was between 31 years and 40 years, with females comprising 73.6&#x0025;, which is consistent with the typical gender distribution in administrative support roles. The highest percentage (31.3&#x0025;) had a Diploma, and the lowest (1.8&#x0025;) had a PhD degree. Most respondents were on a Grade 12 job level (with level 16 being the lowest at the university). Most respondents worked in the School of Medicine (57.7&#x0025;), and most (46.6&#x0025;) worked at the university for less than 5 years, indicating a high turnover.</p>
<p>As this sample was a census of an entire small population (200) rather than a small random sample of a large population (response rate 81.5&#x0025;), we used the Kaiser-Meyer-Olkin (KMO) test and Bartlett test (Chan &#x0026; Idris, 2017; Field, <xref ref-type="bibr" rid="CIT0025">2018</xref>) to measure for sampling adequacy. The KMO score (0.886) indicates that the realised sample (<xref ref-type="table" rid="T0001">Table 1</xref>) was judged large enough for further analysis, including factor analysis.</p>
<table-wrap id="T0001">
<label>TABLE 1</label>
<caption><p>Kaiser-Meyer-Olkin and Bartlett&#x2019;s test.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">KMO and Bartlett&#x2019;s test</th>
<th valign="top" align="left">Variable</th>
<th valign="top" align="left">Result</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Kaiser-Meyer-Olkin measure of sampling adequacy</td>
<td align="left">-</td>
<td align="left">0.886</td>
</tr>
<tr>
<td align="left">Bartlett&#x2019;s test of sphericity</td>
<td align="left">Approx. Chi-square</td>
<td align="left">2414.337</td>
</tr>
<tr>
<td align="left"><italic>df</italic></td>
<td align="left">276</td>
</tr>
<tr>
<td align="left">Sig.</td>
<td align="left">0.000</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>df</italic>, degree of freedom; Sig., significance; KMO, Kaiser-Meyer-Olkin.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The instrument&#x2019;s factor structure was scrutinised by performing an exploratory factor analysis (EFA) using principal component analysis with varimax (Field, <xref ref-type="bibr" rid="CIT0025">2018</xref>). The underlying structures of the TNAs and the TM surveys were explored to identify the latent variables that form each sub-factor. Scores with commonalities below 0.30 were excluded (Field, <xref ref-type="bibr" rid="CIT0025">2018</xref>). Factors were allowed to correlate, and the extraction was based on the commonalities ranging from 0 to 1. Knafl and Grey (<xref ref-type="bibr" rid="CIT0036">2007</xref>), Field (<xref ref-type="bibr" rid="CIT0025">2018</xref>) and Velicer et al. (<xref ref-type="bibr" rid="CIT0071">2000</xref>) developed criteria for retaining a valid factor, for example, showing a loading of at least 0.7 (Velicer et al., <xref ref-type="bibr" rid="CIT0071">2000</xref>). Subsequently, Cronbach&#x2019;s alphas were calculated to inspect reliability (Field, <xref ref-type="bibr" rid="CIT0025">2018</xref>).</p>
<p>For the TNA construct, items 15 and 23 were judged too low (commonalities &#x003C; 0.30) and were excluded. The EFA showed one underlying factor for each sub-scale, with acceptable variance and item loadings, as shown in <xref ref-type="table" rid="T0008">Table 1-A1</xref> (<xref ref-type="app" rid="app001">Appendix 1</xref>). For the Talent Management questionnaire, EFA revealed four underlying factors, with acceptable variance and factor loadings, presented in <xref ref-type="table" rid="T0002">Table 2</xref>. Feedback emerged as the strongest factor (Factor 1), with eight latent items loading on it; organisational analysis (Factor 2) had a strong factor loading with six items; task significance (Factor 3) and task analysis (Factor 4) met all the requirements to be retained. Person and individual analysis (Factor 5) was discarded, as only one item was loaded on the factor (Field, <xref ref-type="bibr" rid="CIT0025">2018</xref>; Knafl &#x0026; Grey, <xref ref-type="bibr" rid="CIT0036">2007</xref>; Velicer et al., <xref ref-type="bibr" rid="CIT0071">2000</xref>). It also did not extract sufficient variance (Velicer et al., <xref ref-type="bibr" rid="CIT0071">2000</xref>).</p>
<table-wrap id="T0002">
<label>TABLE 2</label>
<caption><p>Factor structure and total variance explained for training need analysis model.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Component</th>
<th valign="top" align="center" rowspan="2">Number of items</th>
<th valign="top" align="center" colspan="3">Initial eigenvalues<hr/></th>
<th valign="top" align="center" colspan="3">Extraction sum of squared<hr/></th>
<th valign="top" align="center" colspan="3">The rotated sum of squared<hr/></th>
</tr>
<tr>
<th valign="top" align="center">Total</th>
<th valign="top" align="center">% of variance</th>
<th valign="top" align="center">Cumulative %</th>
<th valign="top" align="center">Total</th>
<th valign="top" align="center">% of variance</th>
<th valign="top" align="center">Cumulative %</th>
<th valign="top" align="center">Total</th>
<th valign="top" align="center">% of variance</th>
<th valign="top" align="center">Cumulative %</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">1 Feedback</td>
<td align="center">8</td>
<td align="center">8.910</td>
<td align="center">37.123</td>
<td align="center">37.123</td>
<td align="center">8.910</td>
<td align="center">37.123</td>
<td align="center">37.123</td>
<td align="center">4.583</td>
<td align="center">19.096</td>
<td align="center">19.096</td>
</tr>
<tr>
<td align="left">2 Organisational analysis</td>
<td align="center">6</td>
<td align="center">3.060</td>
<td align="center">12.750</td>
<td align="center">49.874</td>
<td align="center">3.060</td>
<td align="center">12.750</td>
<td align="center">49.874</td>
<td align="center">4.198</td>
<td align="center">17.492</td>
<td align="center">36.589</td>
</tr>
<tr>
<td align="left">3 Task significance</td>
<td align="center">5</td>
<td align="center">1.713</td>
<td align="center">7.139</td>
<td align="center">57.013</td>
<td align="center">1.713</td>
<td align="center">7.139</td>
<td align="center">57.013</td>
<td align="center">3.519</td>
<td align="center">14.664</td>
<td align="center">51.252</td>
</tr>
<tr>
<td align="left">4 Task analysis</td>
<td align="center">4</td>
<td align="center">1.582</td>
<td align="center">6.591</td>
<td align="center">63.604</td>
<td align="center">1.582</td>
<td align="center">6.591</td>
<td align="center">63.604</td>
<td align="center">2.759</td>
<td align="center">11.494</td>
<td align="center">62.747</td>
</tr>
<tr>
<td align="left">5 Person and individual analysis</td>
<td align="center">1</td>
<td align="center">1.210</td>
<td align="center">5.041</td>
<td align="center">68.645</td>
<td align="center">1.210</td>
<td align="center">5.041</td>
<td align="center">68.645</td>
<td align="center">1.416</td>
<td align="center">5.898</td>
<td align="center">68.645</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Upon exploration of the TM factor structure, a principal axis factor analysis on varimax was again performed to assess the fundamental structure of the 25 questions on talent management in <xref ref-type="table" rid="T0009">Table 1-A2</xref> (<xref ref-type="app" rid="app002">Appendix 2</xref>). Each item was allowed to load on a specific latent factor. Factors were allowed to correlate, and the extraction was based on the commonalities ranging from 0 to 1. <xref ref-type="table" rid="T0003">Table 3</xref> presents the variance explained and the new factor structure on talent management.</p>
<table-wrap id="T0003">
<label>TABLE 3</label>
<caption><p>Factor structure and total variance explained on talent management practices.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Components</th>
<th valign="top" align="center" colspan="3">Initial eigenvalues<hr/></th>
<th valign="top" align="center" colspan="3">Extracted squared<hr/></th>
<th valign="top" align="center" colspan="3">Rotated squared<hr/></th>
</tr>
<tr>
<th valign="top" align="center">Total</th>
<th valign="top" align="center">% of variance</th>
<th valign="top" align="center">Cumulative %</th>
<th valign="top" align="center">Total</th>
<th valign="top" align="center">% of variance</th>
<th valign="top" align="center">Cumulative %</th>
<th valign="top" align="center">Total</th>
<th valign="top" align="center">% of variance</th>
<th valign="top" align="center">Cumulative %</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Talent development</td>
<td align="center">12.255</td>
<td align="center">49.019</td>
<td align="center">49.019</td>
<td align="center">12.255</td>
<td align="center">49.019</td>
<td align="center">49.019</td>
<td align="center">7.719</td>
<td align="center">30.878</td>
<td align="center">30.878</td>
</tr>
<tr>
<td align="left">Talent selection</td>
<td align="center">2.273</td>
<td align="center">9.092</td>
<td align="center">58.112</td>
<td align="center">2.273</td>
<td align="center">9.092</td>
<td align="center">58.112</td>
<td align="center">4.812</td>
<td align="center">19.250</td>
<td align="center">50.128</td>
</tr>
<tr>
<td align="left">Talent utilisation</td>
<td align="center">1.704</td>
<td align="center">6.815</td>
<td align="center">64.926</td>
<td align="center">1.704</td>
<td align="center">1.704</td>
<td align="center">64.926</td>
<td align="center">2.923</td>
<td align="center">11.692</td>
<td align="center">61.819</td>
</tr>
<tr>
<td align="left">Talent retention</td>
<td align="center">1.145</td>
<td align="center">4.580</td>
<td align="center">69.507</td>
<td align="center">1.145</td>
<td align="center">1.145</td>
<td align="center">69.507</td>
<td align="center">1.922</td>
<td align="center">7.687</td>
<td align="center">69.507</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Factor 1 (Talent development), Factor 2 (Talent selection) and Factor 3 (Talent utilisation) showed acceptable factor loadings and eigenvalues. In addition, the overall reliability of the two questionnaires was confirmed, with all the Cronbach&#x2019;s alpha scores being above 0.8 (Pallant, <xref ref-type="bibr" rid="CIT0050">2011</xref>) in <xref ref-type="table" rid="T0010">Table 1-A3</xref> (<xref ref-type="app" rid="app003">Appendix 3</xref>). Authors were therefore confident to accept the instrument as a valid and reliable measure.</p>
<p>To address <italic>RQ1</italic>, descriptive statistics (means, standard deviations, skewness and kurtosis) were calculated. Then, Pearson correlation tests were used to examine relationships between the training needs analysis process and talent management practices (Field, <xref ref-type="bibr" rid="CIT0025">2018</xref>). <xref ref-type="table" rid="T0004">Table 4</xref> and <xref ref-type="table" rid="T0005">Table 5</xref> present the descriptive statistics of training needs analysis and talent management.</p>
<table-wrap id="T0004">
<label>TABLE 4</label>
<caption><p>Descriptive statistics for training needs analysis.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Scale dimensions</th>
<th valign="top" align="center">Mean</th>
<th valign="top" align="center">Standard deviation</th>
<th valign="top" align="center">Standard error</th>
<th valign="top" align="center">Skewness</th>
<th valign="top" align="center">Kurtosis</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">TNA_4</td>
<td align="center">3.78</td>
<td align="center">1.294</td>
<td align="center">0.102</td>
<td align="center">-1.059</td>
<td align="center">0.577</td>
</tr>
<tr>
<td align="left">Feedback</td>
<td align="center">4.12</td>
<td align="center">1.299</td>
<td align="center">0.102</td>
<td align="center">-1.526</td>
<td align="center">2.396</td>
</tr>
<tr>
<td align="left">Organisational analysis</td>
<td align="center">3.62</td>
<td align="center">1.382</td>
<td align="center">0.108</td>
<td align="center">-0.804</td>
<td align="center">-1.288</td>
</tr>
<tr>
<td align="left">Task significance</td>
<td align="center">4.12</td>
<td align="center">1.195</td>
<td align="center">0.094</td>
<td align="center">-1.526</td>
<td align="center">2.396</td>
</tr>
<tr>
<td align="left">Task analysis</td>
<td align="center">3.29</td>
<td align="center">1.298</td>
<td align="center">0.102</td>
<td align="center">-0.378</td>
<td align="center">-1.197</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>TNA, training need assessment.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T0005">
<label>TABLE 5</label>
<caption><p>Descriptive statistics for talent management.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Scale dimensions</th>
<th valign="top" align="center">Mean</th>
<th valign="top" align="center">Standard deviation</th>
<th valign="top" align="center">Standard error</th>
<th valign="top" align="center">Skewness</th>
<th valign="top" align="center">Kurtosis</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Talent management (TM_3)</td>
<td align="center">3.70</td>
<td align="center">1.404</td>
<td align="center">0.110</td>
<td align="center">-1.198</td>
<td align="center">1.606</td>
</tr>
<tr>
<td align="left">Talent development</td>
<td align="center">3.31</td>
<td align="center">1.412</td>
<td align="center">0.111</td>
<td align="center">-0.606</td>
<td align="center">-1.193</td>
</tr>
<tr>
<td align="left">Talent selection</td>
<td align="center">3.27</td>
<td align="center">1.412</td>
<td align="center">0.111</td>
<td align="center">-0.467</td>
<td align="center">-1.367</td>
</tr>
<tr>
<td align="left">Talent utilisation</td>
<td align="center">4.52</td>
<td align="center">1.388</td>
<td align="center">0.109</td>
<td align="center">-2.522</td>
<td align="center">7.379</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>From <xref ref-type="table" rid="T0004">Table 4</xref>, it is clear that the training needs analysis total scores ranged between 3.29 and 4.12. Training need assessment&#x2019;s mean score is 3.78 and standard deviation (SD) on 1.294. Based on a 3.62 average rating for organisational analysis, the results indicate that HSU provides training and development opportunities for administrative staff and encourages staff participation in training activities. Given the high mean score of 4.12 for feedback, the ratings suggest that administrative staff recognise that the HSU TNA reflects the university&#x2019;s vision and mission, as well as its strategic goals. Also, this indicates that training requirements in office environments are extremely important, and that administrative staff need to receive feedback to get the job done. Moreover, the above mean score of 4.12 for task significance suggests that administrative staff note that the HSU TNA procedure effectively identifies the actual training needs of their employees. In addition, the administrative staff perform their duties to impose heavy fines on their employees and affect them in a significant way (Oldham &#x0026; Fried, <xref ref-type="bibr" rid="CIT0049">2016</xref>). Therefore, task importance is a crucial component of the TNA process in the university.</p>
<p>Lastly, the mediocre ratings, based on a mean score of 3.29 for task analysis, suggest that administrative staff acknowledge that the HSU TNA system is not being effectively implemented. Furthermore, the administrative staff believes that office work is important and that it requires a task order, task complexity or one or two people to complete a given task.</p>
<p><xref ref-type="table" rid="T0005">Table 5</xref> shows the scores for talent management varied between 3.27 and 4.52. The TM average mean score is 3.70, and the SD average is 1.404. Based on a high mean score of 4.52 for the talent utilisation sub-dimension, the above results indicate that the administrative staff are fully committed to their jobs and to carry out their duties in order to support the HSU&#x2019;s strategy. Therefore, the university&#x2019;s administrative staff is able to perform their office duties with utmost confidence. The mean score for talent development is 3.31 (neutral), but it is marginally higher for the development of talent employees than the average score for talent development. Administrative staff agree that the HSU recognises talent development by using the existing TNA approach, according to the ratings. As a result, administrative staff have a marginally positive attitude towards their talent development within their office jobs at the university.</p>
<p>In addition, the mean score of 3.27 (neutral) for talent selection is only marginally positive for talent selection. Administrative staff believe that their line managers are able to identify the best candidates, according to the surveys. In addition, administrative staff is a little positive about the university&#x2019;s talent pick. Talent selection plays a vital role in talent acquisition and utilisation, and it is closely connected to talent acquisition and utilisation. However, HSU must improve their talent selection of administrative staff in all aspects of TM practice, as it has the lowest mean rating of 3.27. These mean scores are an accurate representation of the results, with the highest average score coming from talent use. The overall score indicates that administrative staff were committed to meeting their identified training needs in order to get their job done. The descriptive statistics results of TM practice are encouraging, since the overall mean score for TM 4 is 3.70.</p>
<p>The mean scores are a precise representation of the results, with the maximum mediocre score being achieved from the angles of feedback and task significance. The results show that administrative staff were given feedback regarding their identified training needs. It is also important for them to get the job done, considering the task&#x2019;s importance. The TNA-4 mean score is good when considering the findings of the descriptive statistics.</p>
<p>Addressing <italic>RQ2</italic>, <xref ref-type="table" rid="T0006">Table 6</xref> shows a significant positive correlation (<italic>r</italic> = 0.709; large effect; <italic>p</italic> &#x2264; 0.05) between the staff perception of the overall training needs analysis process and the talent management practices.</p>
<table-wrap id="T0006">
<label>TABLE 6</label>
<caption><p>Correlations between training needs analysis-4 and talent management (<italic>N</italic> = 163).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Variables</th>
<th valign="top" align="center">Training needs analysis (total score)</th>
<th valign="top" align="center">Feedback</th>
<th valign="top" align="center">Organisation analysis</th>
<th valign="top" align="center">Task significance</th>
<th valign="top" align="center">Task analysis</th>
<th valign="top" align="center">Talent management (total score)</th>
<th valign="top" align="center">Talent development</th>
<th valign="top" align="center">Talent selection</th>
<th valign="top" align="center">Talent utilisation</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Training needs analysis-4 (total score)</td>
<td align="center"><bold>1.000</bold></td>
<td align="center">0.846<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.842<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.792<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.368<xref ref-type="table-fn" rid="TFN0002">&#x002A;&#x002A;</xref></td>
<td align="center"><bold>0.709<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></bold></td>
<td align="center">0.674<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.554<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.534<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">Feedback</td>
<td align="center">-</td>
<td align="center"><bold>1.000</bold></td>
<td align="center">0.678<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.572<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.028</td>
<td align="center">0.645<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.618<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.490<xref ref-type="table-fn" rid="TFN0002">&#x002A;&#x002A;</xref></td>
<td align="center">0.468<xref ref-type="table-fn" rid="TFN0002">&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">Organisational analysis</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center"><bold>1.000</bold></td>
<td align="center">0.572<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.068</td>
<td align="center">0.732<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.695<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.640<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.445<xref ref-type="table-fn" rid="TFN0002">&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">Task significance</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center"><bold>1.000</bold></td>
<td align="center">0.220<xref ref-type="table-fn" rid="TFN0001">&#x002A;</xref></td>
<td align="center">0.532<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.545<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.343<xref ref-type="table-fn" rid="TFN0002">&#x002A;&#x002A;</xref></td>
<td align="center">0.415<xref ref-type="table-fn" rid="TFN0002">&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">Task analysis</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center"><bold>1.000</bold></td>
<td align="center">0.046</td>
<td align="center">&#x2212;0.007</td>
<td align="center">0.025</td>
<td align="center">0.182<xref ref-type="table-fn" rid="TFN0001">&#x002A;</xref></td>
</tr>
<tr>
<td align="left">Talent management (total score)</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center"><bold>1.000</bold></td>
<td align="center">0.940<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.893<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.582<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">Talent development</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"><bold>1.000</bold></td>
<td align="center">0.744<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.377<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">Talent selection</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"><bold>1.000</bold></td>
<td align="center">0.515<xref ref-type="table-fn" rid="TFN0003">&#x002A;&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">Talent utilisation</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"><bold>1.000</bold></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Note: Bold values represent significant positive correlations between variables and total TM.</p></fn>
<fn id="TFN0001"><label>&#x002A;</label><p>, <italic>p</italic> &#x2264; 0.05, + <italic>r</italic> &#x2265; 0.29 (small effect); ++ <italic>r</italic> &#x2265; 0.30 <italic>r</italic> &#x2264; 0.49 (medium effect); +++ <italic>r</italic> &#x2265; 0.50 (large effect) (Field, <xref ref-type="bibr" rid="CIT0025">2018</xref>).</p></fn>
<fn id="TFN0002"><label>&#x002A;&#x002A;</label><p>, <italic>p</italic> &#x2264; 0.01.</p></fn>
<fn id="TFN0003"><label>&#x002A;&#x002A;&#x002A;</label><p>, <italic>p</italic> &#x2264; 0.001.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The results of the overall training needs analysis correlated strongly with the overall talent management results (0.709***). Significant, positive correlations were also found among the sub-dimensions of training needs analysis and talent management.</p>
<p>Next, <italic>RQ3</italic> required investigating how the administrative and support staff&#x2019;s perceptions of the TNA process and effective TM practices differ according to their profile. Mann-Whitney tests were applied to investigate the mean differences of age (early career and late career), gender (male and female), job title (administrative officer and secretary), educational level (undergraduate and postgraduate), job level (lower level and high level) and tenure (less experience and more experience), in terms of the training needs analysis process and talent management practices in <xref ref-type="table" rid="T0007">Table 7</xref> (Field, <xref ref-type="bibr" rid="CIT0025">2018</xref>).</p>
<table-wrap id="T0007">
<label>TABLE 7</label>
<caption><p>Demographic differences.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Ranks</th>
<th valign="top" align="center" colspan="2">Ranks<hr/></th>
<th valign="top" align="center" rowspan="2"><italic>p</italic></th>
</tr>
<tr>
<th valign="top" align="center"><italic>n</italic></th>
<th valign="top" align="center">Mean rank</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" colspan="4"><bold>Training needs analysis</bold></td>
</tr>
<tr>
<td align="left"><bold>Age</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center"><bold>0.068</bold></td>
</tr>
<tr>
<td align="left">Early age</td>
<td align="center">94</td>
<td align="center">87.77</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Late age</td>
<td align="center">69</td>
<td align="center">74.14</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"><bold>Gender</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.606</td>
</tr>
<tr>
<td align="left">Female</td>
<td align="center">120</td>
<td align="center">83.14</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Male</td>
<td align="center">43</td>
<td align="center">73.81</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"><bold>Job title</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.149</td>
</tr>
<tr>
<td align="left">Administrative officer</td>
<td align="center">121</td>
<td align="center">78.86</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Secretary</td>
<td align="center">42</td>
<td align="center">91.05</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"><bold>Educational level</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.583</td>
</tr>
<tr>
<td align="left">Undergraduate</td>
<td align="center">91</td>
<td align="center">78.10</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Postgraduate</td>
<td align="center">61</td>
<td align="center">74.11</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"><bold>Job level</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.259</td>
</tr>
<tr>
<td align="left">Lower level</td>
<td align="center">70</td>
<td align="center">55.64</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">High level</td>
<td align="center">46</td>
<td align="center">62.85</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"><bold>Tenure</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.742</td>
</tr>
<tr>
<td align="left">Less experience</td>
<td align="center">108</td>
<td align="center">80.64</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">More experience</td>
<td align="center">54</td>
<td align="center">83.21</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left" colspan="4"><bold>Talent management</bold></td>
</tr>
<tr>
<td align="left"><bold>Age</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.349</td>
</tr>
<tr>
<td align="left">Early age</td>
<td align="center">94</td>
<td align="center">84.96</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Late age</td>
<td align="center">69</td>
<td align="center">77.96</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"><bold>Gender</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.121</td>
</tr>
<tr>
<td align="left">Female</td>
<td align="center">120</td>
<td align="center">80.52</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Male</td>
<td align="center">43</td>
<td align="center">86.13</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"><bold>Job title</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.505</td>
</tr>
<tr>
<td align="left">Administrative officer</td>
<td align="center">121</td>
<td align="center">78.86</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Secretary</td>
<td align="center">42</td>
<td align="center">91.05</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"><bold>Educational level</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.358</td>
</tr>
<tr>
<td align="left">Undergraduate</td>
<td align="center">91</td>
<td align="center">79.19</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Postgraduate</td>
<td align="center">61</td>
<td align="center">72.49</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"><bold>Job level</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.559</td>
</tr>
<tr>
<td align="left">Lower level</td>
<td align="center">70</td>
<td align="center">57.02</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">High level</td>
<td align="center">46</td>
<td align="center">60.75</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"><bold>Tenure</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.658</td>
</tr>
<tr>
<td align="left">Less experience</td>
<td align="center">108</td>
<td align="center">82.65</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">More experience</td>
<td align="center">54</td>
<td align="center">79.19</td>
<td align="center">-</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Note: Boldface value indicates the perceptions of different age groups on the mean ranks differences; it shows that there is no significant difference with regards to their perceptions of the TNA process evaluation questions.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The results presented the overall training needs analysis and talent management mean scores, using a 0.05 cut-off point. For example, the <italic>p</italic>-value of 0.068 is greater than the critical value of 0.05. Therefore, the perceptions of different age groups, gender (0.606), job title (0.149), educational level (0.583), job level (0.742) and tenure (0.658) on the mean rank differences show there are no significant differences in their perceptions of the training needs analysis and talent management practices reported (<xref ref-type="table" rid="T0007">Table 7</xref>). It is worth mentioning that although not significant, the early career group showed a higher need for training needs analysis (87.77) than the late-career group (74.14). This indicates that the early-career group had a slightly more pronounced awareness and need for their training needs to be acknowledged than the late-career group. The <italic>p</italic>-value (0.068) is close to the cut-off point of 0.05.</p>
<p>Regarding talent management, the <italic>p</italic>-values obtained for age (0.349), gender (0.121), job title (0.505), educational level (0.358), job level (0.559) and tenure (0.658) were not statistically significant differences; none of the values was close to the cut-off point, and we are confident in concluding that no differences were observed for any of the demographical variables. The correlation analysis was done to determine whether there are any significant differences between the training needs analysis process and talent management practices. Also, the Mann-Whitney test was done to determine the mean differences concerning the demographic differences.</p>
</sec>
<sec id="s0014">
<title>Discussion</title>
<p>The purpose of this study was to investigate the training needs assessment and talent management practices used to develop administrative and support staff at the HSU in South Africa. The results show that administrative support staff are satisfied with their training needs analysis processes. The administrative staff reported a positive experience of talent management practices at the HSU, with the mean values for the talent management practices ranging between 3.27 and 4.52. These scores are significantly higher than (Barkhuizen et al., <xref ref-type="bibr" rid="CIT0009">2014</xref>, <xref ref-type="bibr" rid="CIT0010">2015</xref>) found for administrative support staff at the North-West University in South Africa (1.74&#x2013;2.93). The talent management practices that appeared most difficult included a lack of retention strategies (1.74). Academic staff&#x2019;s talent management scores (Saurombe &#x0026; Barkhuizen, <xref ref-type="bibr" rid="CIT0060">2022</xref>) ranged between 2.40 and 3.15. The mean scores on talent acquisition and development (3.06) and talent retention (2.40). These results are also slightly lower than those at the HSU.</p>
<p>However, a previous study conducted by Barkhuizen et al. (<xref ref-type="bibr" rid="CIT0009">2014</xref>) on talent management, work employment and service excellence orientation of administrative staff in a higher education institution at North-West University testing talent management (values ranged between 0.822 and 0.948) showed the respondents experienced average levels of work engagement (values ranged between 0.895 and 0.946), but high levels of service orientation (values ranged between 0.852 and 0.929).</p>
<p>The study also uncovered a strong relationship between training needs assessment and talent management practices in this group of administrative staff. In addition, our results revealed strong positive relationships between the perception of the TNA process and TM practices. This is an important finding, as it draws attention to effective training needs analysis as a foundation for effective talent management practices.</p>
<p>The results drew attention to the fact that the administrative staff is a diverse group of employees with diverse needs for talent management and development interventions. Linking this finding to the OTP theory, it emphasises the importance of effective training needs assessment to identify and address person-specific needs, rather than a generic &#x2018;one-size fits all&#x2019; or rather &#x2018;no-size fits all&#x2019; approach. It showed that the younger, early-career group presented with a higher, more pronounced awareness and need for their training to be addressed than the late-career group. It aligns with the idea that early career support staff are ambitious and working towards a sustainable career path. They are also aware of the global challenges, digitisation and the need to continue their personal and professional development to improve their career prospects.</p>
<sec id="s20015">
<title>Management implications</title>
<p>Our results have important implications for the management of administrative staff at the Health Sciences University. While we noted the staff is aware of and values current efforts, management needs to continue to invest in and extend training needs assessment and talent management practices, to support the attraction, development and retention of the necessary talent. Applying HCT, managers need to invest in identifying the most relevant learning needs of administrative staff and then provide targeted, focussed life-long learning interventions to ensure the value of these staff members is affirmed. Talent development interventions should enable them to continually develop their talents to the benefit of the students and the whole university community.</p>
<p>Further, our results show how important effective training needs analysis is as a foundation for selecting effective talent management practices. It addresses the age-old problem of &#x2018;training for the sake of training&#x2019;, instead of developing people appropriately with the knowledge and skills they require at a specific time. The implication is that organisations, such as universities, need to strategically identify the development needs of administrative support staff in good time and correctly to ensure that effective talent development interventions are put in place timeously. Managers should implement targeted performance gap assessment, and root cause assessment to determine whether training is indeed the answer to the problem and to avoid generic &#x2018;no-size fits all&#x2019; interventions that do not address the root causes (Akther et al., <xref ref-type="bibr" rid="CIT0002">2018</xref>). Therefore, we strongly recommend including effective training needs analysis practices to support organisations&#x2019; talent development programmes.</p>
<p>The results revealed differences between demographic groups and it would be helpful if a range of interventions could be made available to allow for different needs and ambitions. Management should make a concerted effort to provide younger talented administrative and support staff with dedicated opportunities to address their needs for digital upskilling and personal and professional development opportunities.</p>
</sec>
<sec id="s20016">
<title>Limitations and recommendations</title>
<p>We acknowledge the study&#x2019;s limitations, including the cross-sectional design, and recommend longitudinal studies be undertaken in the future. Also, enlarging the number of administrative staff across the higher education sector would be beneficial. Administrative support staff in higher education institutions play an important role in creating high-quality customer service for students and other stakeholders. Therefore, the researcher recommends that the university focus on the talent management of all the administrative staff, including older employees.</p>
<p>The results also incentivise higher education management to develop and implement suitable talent management practices for key administrative support staff and enhance their training needs analysis efforts. We recommend that the university should create an environment where gifted administrative employees can flourish and grow alongside their academic counterparts.</p>
</sec>
</sec>
<sec id="s0017">
<title>Conclusion</title>
<p>The research objectives were achieved and the results confirmed that there is a significant relationship between the TNA process and TM practice in the HSU. This article emphasises the importance of the talent development of academic support staff. It is also the first to show the strong association between the training needs analysis process and talent management practices. This is important to achieve the strategic goals and aims of the university. There is a considerable talent development and talent selection contribution to the administrative support staff&#x2019;s training needs level; hence, training needs analysis and talent management should be linked to the identified training needs plans of the university. Further research is required on the experience of the academic and administrative support staff in other contexts and with bigger samples.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>This article is partially based on the author&#x2019;s thesis of the degree of Master of Commerce in Human Resource Management at the University of South Africa, South Africa, with supervisor Prof. Adele Bezuidenhout and co-supervisor Ms Liezel Diedericks, received February 2021, available here: <ext-link ext-link-type="uri" xlink:href="https://uir.unisa.ac.za/bitstream/handle/10500/27908/dissertation_matlakala_hn.pdf?sequence=1">https://uir.unisa.ac.za/bitstream/handle/10500/27908/dissertation_matlakala_hn.pdf?sequence=1</ext-link>.</p>
<p>The authors acknowledge the administrative staff of Sefako Makgatho Health Sciences University who participated in the study. We are grateful to all administrative staff, and special thanks to the communication and marketing department.</p>
<sec id="s20018" sec-type="COI-statement">
<title>Competing interests</title>
<p>The authors declare that they have no financial or personal relationship(s) that may have inappropriately influenced them in writing this article.</p>
</sec>
<sec id="s20019">
<title>Authors&#x2019; contributions</title>
<p>H.N.M. and A.B. constructed the article and conducted the statistical analyses.</p>
</sec>
<sec id="s20020" sec-type="data-availability">
<title>Data availability</title>
<p>The data that support the findings of this study are available from the corresponding author, H.N.M., upon reasonable request.</p>
</sec>
<sec id="s20021">
<title>Disclaimer</title>
<p>The views and opinions expressed in this article are those of the authors and are the product of professional research. It does not necessarily reflect the official policy or position of any affiliated institution, funder, agency or that of the publisher. The authors are responsible for this article&#x2019;s results, findings and content.</p>
</sec>
</ack>
<ref-list id="references">
<title>References</title>
<ref id="CIT0001"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ahmed</surname>, <given-names>A</given-names></string-name>., <string-name><surname>Abu-Naser</surname>, <given-names>S.S</given-names></string-name>., <string-name><surname>El Talla</surname>, <given-names>S.A</given-names></string-name>., &#x0026; <string-name><surname>Al Shobaki</surname>, <given-names>M.J</given-names></string-name></person-group>. (<year>2018</year>). <article-title>The impact of information technology used on the nature of administrators work at Al-Azhar University in Gaza</article-title>. <source><italic>International Journal of Academic Information Systems Research (IJAISR)</italic></source>, <volume>2</volume>(<issue>6</issue>), <fpage>1</fpage>&#x2013;<lpage>20</lpage>.</mixed-citation></ref>
<ref id="CIT0002"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Akther</surname>, <given-names>S</given-names></string-name>., <string-name><surname>Tariq</surname>, <given-names>J</given-names></string-name>., &#x0026; <string-name><surname>Islam</surname>, <given-names>N</given-names></string-name></person-group>. (<year>2018</year>). <article-title>Effectiveness of Training Need Assessment (TNA) practices in private sector banks of Bangladesh</article-title>. <source><italic>International Journal of Modern Trends in Business Research</italic></source>, <volume>1</volume>(<issue>4</issue>), <fpage>82</fpage>&#x2013;<lpage>98</lpage>.</mixed-citation></ref>
<ref id="CIT0003"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Alruwaili</surname>, <given-names>N.F</given-names></string-name></person-group>. (<year>2018</year>). <article-title>Talent management and talent building in upgrading employee performance</article-title>. <source><italic>European Journal of Sustainable Development</italic></source>, <volume>7</volume>(<issue>1</issue>), <fpage>98</fpage>&#x2013;<lpage>106</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.14207/ejsd.2018.v7n1p98">https://doi.org/10.14207/ejsd.2018.v7n1p98</ext-link></comment></mixed-citation></ref>
<ref id="CIT0004"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Alsakarneh</surname>, <given-names>A.A.A</given-names></string-name>., &#x0026; <string-name><surname>Hong</surname>, <given-names>S.C</given-names></string-name></person-group>. (<year>2015</year>). <article-title>Talent management in twenty-first century: Theory and practically</article-title>. <source><italic>International Journal of Applied Research</italic></source>, <volume>1</volume>(<issue>11</issue>), <fpage>1036</fpage>&#x2013;<lpage>1043</lpage>.</mixed-citation></ref>
<ref id="CIT0005"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Altarawneh</surname>, <given-names>I.I</given-names></string-name>., &#x0026; <string-name><surname>Aseery</surname>, <given-names>A.I.A</given-names></string-name></person-group>. (<year>2016</year>). <article-title>Training needs assessment at Assir general educational directorate, Saudi Arabia</article-title>. <source><italic>American Journal of Industrial and Business Management</italic></source>, <volume>6</volume>(<issue>02</issue>), <fpage>188</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4236/ajibm.2016.62018">https://doi.org/10.4236/ajibm.2016.62018</ext-link></comment></mixed-citation></ref>
<ref id="CIT0006"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Antiado</surname>, <given-names>D.F.A</given-names></string-name>., <string-name><surname>Castillo</surname>, <given-names>F.G</given-names></string-name>., <string-name><surname>Reblando</surname>, <given-names>J.R.P</given-names></string-name>., &#x0026; <string-name><surname>Tawadrous</surname>, <given-names>M.I</given-names></string-name></person-group>. (<year>2020</year>). <article-title>Managing professional development activities for non-teaching staff: For professional growth</article-title>. <source><italic>Universal Journal of Educational Research</italic></source>, <volume>8</volume>(<issue>7</issue>), <fpage>3280</fpage>&#x2013;<lpage>3285</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.13189/ujer.2020.080758">https://doi.org/10.13189/ujer.2020.080758</ext-link></comment></mixed-citation></ref>
<ref id="CIT0007"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Aparna</surname>, <given-names>S.M</given-names></string-name>., &#x0026; <string-name><surname>Sahney</surname>, <given-names>S</given-names></string-name></person-group>. (<year>2024</year>). <article-title>Examining high-performance work practices in academia: Role of administrative workload and support staff</article-title>. <source><italic>International Journal of Productivity and Performance Management</italic></source>, <volume>73</volume>(<issue>3</issue>), <fpage>889</fpage>&#x2013;<lpage>911</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1108/IJPPM-06-2022-0305">https://doi.org/10.1108/IJPPM-06-2022-0305</ext-link></comment></mixed-citation></ref>
<ref id="CIT0008"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Babbie</surname>, <given-names>E.R</given-names></string-name></person-group>. (<year>2016</year>). <source><italic>The practice of social research</italic></source>. <publisher-name>Wadsworth Cengage Learning</publisher-name>.</mixed-citation></ref>
<ref id="CIT0009"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Barkhuizen</surname>, <given-names>N</given-names></string-name>., <string-name><surname>Mogwere</surname>, <given-names>P</given-names></string-name>., &#x0026; <string-name><surname>Schutte</surname>, <given-names>N</given-names></string-name></person-group>. (<year>2014</year>). <article-title>Talent management, work engagement and service quality orientation of support staff in a higher education institution</article-title>. <source><italic>Mediterranean Journal of Social Sciences</italic></source>, <volume>5</volume>(<issue>4</issue>), <fpage>69</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5901/mjss.2014.v5n4p69">https://doi.org/10.5901/mjss.2014.v5n4p69</ext-link></comment></mixed-citation></ref>
<ref id="CIT0010"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Barkhuizen</surname>, <given-names>N</given-names></string-name>., <string-name><surname>Schutte</surname>, <given-names>N</given-names></string-name>., &#x0026; <string-name><surname>Smit</surname>, <given-names>A</given-names></string-name></person-group>. (<year>2015</year>). <article-title>Talent management, motivation and service quality of support staff in a public higher education institution</article-title>. <source><italic>Journal of Public Administration</italic></source>, <volume>50</volume>(<issue>1</issue>), <fpage>658</fpage>&#x2013;<lpage>673</lpage>.</mixed-citation></ref>
<ref id="CIT0011"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Bastida</surname>, <given-names>M</given-names></string-name>., <string-name><surname>Ferreira Pinto</surname>, <given-names>L.H</given-names></string-name>., &#x0026; <string-name><surname>Harzing</surname>, <given-names>A</given-names></string-name></person-group>. (<year>2021</year>). <article-title>No room at the top? A system dynamics view of the recursive consequences of women&#x2019;s underrepresentation in international assignments</article-title>. <source><italic>Journal of Global Mobility</italic></source>, <volume>9</volume>(<issue>3</issue>), <fpage>361</fpage>&#x2013;<lpage>338</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1108/JGM-04-2021-0047">https://doi.org/10.1108/JGM-04-2021-0047</ext-link></comment></mixed-citation></ref>
<ref id="CIT0012"><mixed-citation publication-type="other"><person-group person-group-type="author"><string-name><surname>Bauer</surname>, <given-names>M</given-names></string-name>., &#x0026; <string-name><surname>Greven</surname>, <given-names>F</given-names></string-name></person-group>. (<year>2015</year>). <article-title>Talent management in a different light a practice based case study on an MNC</article-title>. <source><italic>Master Degree Project in Management</italic></source> (pp. <fpage>1</fpage>&#x2013;<lpage>27</lpage>).</mixed-citation></ref>
<ref id="CIT0013"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Becker</surname>, <given-names>G.S</given-names></string-name></person-group>. (<year>1993</year>). <source><italic>Human capital: A theoretical and empirical analysis, with special reference to education</italic></source> (<edition>3rd</edition> edn.). <publisher-name>The University of Chicago Press</publisher-name>.</mixed-citation></ref>
<ref id="CIT0014"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Berliandaldo</surname>, <given-names>M</given-names></string-name>., &#x0026; <string-name><surname>Hidayat</surname>, <given-names>A</given-names></string-name></person-group>. (<year>2017</year>). <article-title>Implementing talent management approach, to improve non-tax revenue in center for innovation</article-title>. <source><italic>International Journal of Business and General Management (IJBGM)</italic></source>, <volume>6</volume>(<issue>6</issue>), <fpage>47</fpage>&#x2013;<lpage>56</lpage>.</mixed-citation></ref>
<ref id="CIT0015"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Blatchford</surname>, <given-names>P</given-names></string-name>., <string-name><surname>Bassett</surname>, <given-names>P</given-names></string-name>., <string-name><surname>Brown</surname>, <given-names>P</given-names></string-name>., &#x0026; <string-name><surname>Webster</surname>, <given-names>R</given-names></string-name></person-group>. (<year>2009</year>). <article-title>The effect of support staff on pupil engagement and individual attention</article-title>. <source><italic>British Educational Research Journal</italic></source>, <volume>35</volume>(<issue>5</issue>), <fpage>661</fpage>&#x2013;<lpage>686</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/01411920902878917">https://doi.org/10.1080/01411920902878917</ext-link></comment></mixed-citation></ref>
<ref id="CIT0016"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Bolman</surname>, <given-names>L.G</given-names></string-name>., &#x0026; <string-name><surname>Gallos</surname>, <given-names>J.V</given-names></string-name></person-group>. (<year>2021</year>). <source><italic>Reframing academic leadership</italic></source> (<edition>2nd</edition> edn.). <publisher-name>Jossey-Bass</publisher-name>.</mixed-citation></ref>
<ref id="CIT0017"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Brandenburg</surname>, <given-names>U</given-names></string-name></person-group>. (<year>2016</year>). <article-title>The value of administrative staff for internationalization</article-title>. <source><italic>International Higher Education</italic></source>, <volume>85</volume>, <fpage>15</fpage>&#x2013;<lpage>17</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6017/ihe.2016.85.9239">https://doi.org/10.6017/ihe.2016.85.9239</ext-link></comment></mixed-citation></ref>
<ref id="CIT0018"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Burke</surname>, <given-names>R.J</given-names></string-name>., <string-name><surname>Koyuncu</surname>, <given-names>M</given-names></string-name>., <string-name><surname>Fiksenbaum</surname>, <given-names>L</given-names></string-name>., &#x0026; <string-name><surname>Yasemin</surname>, <given-names>T</given-names></string-name></person-group>. (<year>2013</year>). <article-title>Antecedents and consequences of work engagement among frontline employees in Turkish hotels</article-title>. <source><italic>Journal of Transnational Management</italic></source>, <volume>18</volume>(<issue>3</issue>), <fpage>191</fpage>&#x2013;<lpage>203</lpage>.</mixed-citation></ref>
<ref id="CIT0019"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Clinton-McHarg</surname>, <given-names>T</given-names></string-name>., <string-name><surname>Yoong</surname>, <given-names>S.L</given-names></string-name>., <string-name><surname>Tzelepis</surname>, <given-names>F</given-names></string-name>., <string-name><surname>Regan</surname>, <given-names>T</given-names></string-name>., <string-name><surname>Fielding</surname>, <given-names>A</given-names></string-name>., <string-name><surname>Skelton</surname>, <given-names>E</given-names></string-name>., &#x0026; <string-name><surname>Wolfenden</surname>, <given-names>L</given-names></string-name></person-group>. (<year>2016</year>). <article-title>Psychometric properties of implementation measures for public health and community settings and mapping of constructs against the consolidated framework for implementation research: A systematic review</article-title>. <source><italic>Implementation Science</italic></source>, <volume>11</volume>, <fpage>1</fpage>&#x2013;<lpage>22</lpage>.</mixed-citation></ref>
<ref id="CIT0020"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Collings</surname>, <given-names>D.G</given-names></string-name>., &#x0026; <string-name><surname>Mellahi</surname>, <given-names>K</given-names></string-name></person-group>. (<year>2009</year>). <article-title>Strategic talent management: A review and research agenda</article-title>. <source><italic>Human resource management review</italic></source>, <volume>19</volume>(<issue>4</issue>), <fpage>304</fpage>&#x2013;<lpage>313</lpage>.</mixed-citation></ref>
<ref id="CIT0021"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Creswell</surname>, <given-names>J.W</given-names></string-name></person-group>. (<year>2014</year>). <source><italic>A concise introduction to mixed methods research</italic></source>. <publisher-name>Sage</publisher-name>.</mixed-citation></ref>
<ref id="CIT0022"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Cunninghame</surname>, <given-names>I</given-names></string-name>., <string-name><surname>Vernon</surname>, <given-names>L</given-names></string-name>., &#x0026; <string-name><surname>Pitman</surname>, <given-names>T</given-names></string-name></person-group>. (<year>2020</year>). <article-title>To be seen and heard: Enhancing student engagement to support university aspirations and expectations for students from low socioeconomic status backgrounds</article-title>. <source><italic>British Educational Research Journal</italic></source>, <volume>46</volume>(<issue>6</issue>), <fpage>1487</fpage>&#x2013;<lpage>1506</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/berj.3659">https://doi.org/10.1002/berj.3659</ext-link></comment></mixed-citation></ref>
<ref id="CIT0023"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Debebe</surname>, <given-names>G</given-names></string-name></person-group>. (<year>2023</year>). <article-title>Authentic talent development in sociocultural context: Interdisciplinary perspectives</article-title>. <source><italic>European Journal of Training and Development</italic></source>, <volume>47</volume>(<issue>3/4</issue>), <fpage>281</fpage>&#x2013;<lpage>300</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1108/EJTD-01-2023-0012">https://doi.org/10.1108/EJTD-01-2023-0012</ext-link></comment></mixed-citation></ref>
<ref id="CIT0024"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Erasmus</surname>, <given-names>B.J</given-names></string-name></person-group>. (<year>2020</year>). <article-title>Perceptions of administrative staff on career advancement realities at a South African university</article-title>. <source><italic>Management-Journal of Contemporary Management Issues</italic></source>, <volume>25</volume>(<issue>1</issue>), <fpage>69</fpage>&#x2013;<lpage>88</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.30924/mjcmi.25.1.4">https://doi.org/10.30924/mjcmi.25.1.4</ext-link></comment></mixed-citation></ref>
<ref id="CIT0025"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Field</surname>, <given-names>A.P</given-names></string-name></person-group>. (<year>2018</year>). <source><italic>Discovering statistics using IBM SPSS statistics</italic></source> (vol. <volume>5</volume>). <publisher-name>Sage</publisher-name>.</mixed-citation></ref>
<ref id="CIT0026"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Gallardo-Gallardo</surname>, <given-names>E</given-names></string-name>., &#x0026; <string-name><surname>Thunnissen</surname>, <given-names>M</given-names></string-name></person-group>. (<year>2016</year>). <article-title>Standing on the shoulders of giants? A critical review of empirical talent management research</article-title>. <source><italic>Employee Relations</italic></source>, <volume>38</volume>(<issue>1</issue>), <fpage>31</fpage>&#x2013;<lpage>56</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1108/ER-10-2015-0194">https://doi.org/10.1108/ER-10-2015-0194</ext-link></comment></mixed-citation></ref>
<ref id="CIT0027"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Gallardo-Gallardo</surname>, <given-names>E</given-names></string-name>., <string-name><surname>Thunnissen</surname>, <given-names>M</given-names></string-name>., &#x0026; <string-name><surname>Scullion</surname>, <given-names>H</given-names></string-name></person-group>. (<year>2020</year>). <article-title>Talent management: Context matters</article-title>. <source><italic>The International Journal of Human Resource Management</italic></source>, <volume>31</volume>(<issue>4</issue>), <fpage>457</fpage>&#x2013;<lpage>473</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/09585192.2019.1642645">https://doi.org/10.1080/09585192.2019.1642645</ext-link></comment></mixed-citation></ref>
<ref id="CIT0028"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ghosh</surname>, <given-names>A</given-names></string-name></person-group>. (<year>2021</year>). <article-title>Exploring the impact of evolving roles of talent acquisition and talent management in IT industry</article-title>. <source><italic>OPUS: HR Journal</italic></source>, <volume>12</volume>(<issue>2</issue>), <fpage>67</fpage>&#x2013;<lpage>80</lpage>.</mixed-citation></ref>
<ref id="CIT0029"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Hossen</surname>, <given-names>S</given-names></string-name>., &#x0026; <string-name><surname>Latif</surname>, <given-names>A</given-names></string-name></person-group>. (<year>2016</year>). <article-title>Job satisfaction of administrative staff of Higher Educational Institutions: Public and Private Universities of Sylhet City</article-title>. <source><italic>ASA University Review</italic></source>, <volume>10</volume>(<issue>1</issue>), <fpage>199</fpage>.</mixed-citation></ref>
<ref id="CIT0030"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Hunter</surname>, <given-names>F</given-names></string-name></person-group>. (<year>2018</year>). <article-title>Training administrative staff to become key players in the internationalization of higher education</article-title>. <source><italic>International Higher Education</italic></source>, <volume>92</volume>, <fpage>16</fpage>&#x2013;<lpage>17</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6017/ihe.2018.92.10280">https://doi.org/10.6017/ihe.2018.92.10280</ext-link></comment></mixed-citation></ref>
<ref id="CIT0031"><mixed-citation publication-type="book"><person-group person-group-type="author"><collab>IBM Corp</collab></person-group>. (<year>2017</year>). <source><italic>IBM SPSS statistics for Windows</italic></source>. <comment>Version 25.0</comment>. <publisher-name>IBM</publisher-name>.</mixed-citation></ref>
<ref id="CIT0032"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Jamil</surname>, <given-names>R</given-names></string-name>., &#x0026; <string-name><surname>Som</surname>, <given-names>H.M</given-names></string-name></person-group>. (<year>2007</year>). <article-title>Training needs analysis: Practices of top companies in Malaysia</article-title>. <source><italic>International Review of Business Research Papers</italic></source>, <volume>3</volume>(<issue>3</issue>), <fpage>162</fpage>&#x2013;<lpage>175</lpage>.</mixed-citation></ref>
<ref id="CIT0033"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Jung</surname>, <given-names>J</given-names></string-name>., &#x0026; <string-name><surname>Shin</surname>, <given-names>J.C</given-names></string-name></person-group>. (<year>2015</year>). <article-title>Administrative staff members&#x2019; job competency and their job satisfaction in a Korean research university</article-title>. <source><italic>Studies in Higher Education</italic></source>, <volume>40</volume>(<issue>5</issue>), <fpage>881</fpage>&#x2013;<lpage>901</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/03075079.2013.865161">https://doi.org/10.1080/03075079.2013.865161</ext-link></comment></mixed-citation></ref>
<ref id="CIT0034"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kaliannan</surname>, <given-names>M</given-names></string-name>., <string-name><surname>Darmalinggam</surname>, <given-names>D</given-names></string-name>., <string-name><surname>Dorasamy</surname>, <given-names>M</given-names></string-name>., &#x0026; <string-name><surname>Abraham</surname>, <given-names>M</given-names></string-name></person-group>. (<year>2023</year>). <article-title>Inclusive talent development as a key talent management approach: A systematic literature review</article-title>. <source><italic>Human Resource Management Review</italic></source>, <volume>33</volume>(<issue>1</issue>), <fpage>100926</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.hrmr.2022.100926">https://doi.org/10.1016/j.hrmr.2022.100926</ext-link></comment></mixed-citation></ref>
<ref id="CIT0035"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Khan</surname>, <given-names>W.Z</given-names></string-name>., &#x0026; <string-name><surname>Al Zubaidy</surname>, <given-names>S</given-names></string-name></person-group>. (<year>2016</year>). <article-title>Engineering design approach in Marine engineering: A bridge between training need analysis (TNA) and engineering education</article-title>. <source><italic>The International Journal of Engineering and Science (IJES)</italic></source>, <volume>5</volume>(<issue>3</issue>), <fpage>86</fpage>&#x2013;<lpage>93</lpage>.</mixed-citation></ref>
<ref id="CIT0036"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Knafl</surname>, <given-names>G.J</given-names></string-name>., &#x0026; <string-name><surname>Grey</surname>, <given-names>M</given-names></string-name></person-group>. (<year>2007</year>). <article-title>Factor analysis model evaluation through likelihood crossvalidation</article-title>. <source><italic>Statistical Methods in Medical Research</italic></source>, <volume>16</volume>(<issue>2</issue>), <fpage>77</fpage>&#x2013;<lpage>102</lpage>.</mixed-citation></ref>
<ref id="CIT0037"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kravariti</surname>, <given-names>F</given-names></string-name>., &#x0026; <string-name><surname>Johnston</surname>, <given-names>K</given-names></string-name></person-group>. (<year>2020</year>). <article-title>Talent management: A critical literature review and research agenda for public sector human resource management</article-title>. <source><italic>Public Management Review</italic></source>, <volume>22</volume>(<issue>1</issue>), <fpage>75</fpage>&#x2013;<lpage>95</lpage>.</mixed-citation></ref>
<ref id="CIT0038"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Krucken</surname>, <given-names>G</given-names></string-name></person-group>. (<year>2011</year>). <source><italic>A European perspective on new modes of University Governance and Actorhood</italic></source>. <comment>Research &#x0026; Occasional Paper Series: CSHE. 17.11</comment>. <publisher-name>Center for Studies in Higher Education</publisher-name>.</mixed-citation></ref>
<ref id="CIT0039"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kr&#x00FC;cken</surname>, <given-names>G</given-names></string-name>., <string-name><surname>Bl&#x00FC;mel</surname>, <given-names>A</given-names></string-name>., &#x0026; <string-name><surname>Kloke</surname>, <given-names>K</given-names></string-name></person-group>. (<year>2013</year>). <article-title>The managerial turn in higher education? On the interplay of organizational and occupational change in German academia</article-title>. <source><italic>Minerva</italic></source>, <volume>51</volume>(<issue>4</issue>), <fpage>417</fpage>&#x2013;<lpage>442</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s11024-013-9240-z">https://doi.org/10.1007/s11024-013-9240-z</ext-link></comment></mixed-citation></ref>
<ref id="CIT0040"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kurgat</surname>, <given-names>A</given-names></string-name></person-group>. (<year>2016</year>). <article-title>Talent management and its importance for today&#x2019;s organizations in Kenya perspective; A critical review</article-title>. <source><italic>International journal of advances in management and economics</italic></source>, <volume>5</volume>(<issue>5</issue>), <fpage>1</fpage>&#x2013;<lpage>8</lpage>.</mixed-citation></ref>
<ref id="CIT0041"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Lagat</surname>, <given-names>C</given-names></string-name>., &#x0026; <string-name><surname>Makau</surname>, <given-names>M.S</given-names></string-name></person-group>. (<year>2018</year>). <article-title>Management development: A conceptual framework based on literature review: A research agenda</article-title>. <source><italic>European Journal of Social Sciences</italic></source>, <volume>56</volume>(<issue>1</issue>), <fpage>65</fpage>&#x2013;<lpage>76</lpage>.</mixed-citation></ref>
<ref id="CIT0042"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Lewis</surname>, <given-names>R.E</given-names></string-name>., &#x0026; <string-name><surname>Heckman</surname>, <given-names>R.J</given-names></string-name></person-group>. (<year>2006</year>). <article-title>Talent management: A critical review</article-title>. <source><italic>Human Resource Management Review</italic></source>, <volume>16</volume>(<issue>2</issue>), <fpage>139</fpage>&#x2013;<lpage>154</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.hrmr.2006.03.001">https://doi.org/10.1016/j.hrmr.2006.03.001</ext-link></comment></mixed-citation></ref>
<ref id="CIT0043"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Mahapatro</surname>, <given-names>B.B</given-names></string-name></person-group>. (<year>2010</year>). <source><italic>Human Resources Management</italic></source>. <publisher-name>New Age International</publisher-name>.</mixed-citation></ref>
<ref id="CIT0044"><mixed-citation publication-type="thesis"><person-group person-group-type="author"><string-name><surname>Matlakala</surname>, <given-names>H.N</given-names></string-name>., <string-name><surname>Bezuidenhout</surname>, <given-names>A</given-names></string-name>., &#x0026; <string-name><surname>Diedericks</surname>, <given-names>L</given-names></string-name></person-group>. (<year>2021</year>). <source><italic>Training needs analysis and talent management of administrative staff at a Health Sciences University</italic></source>, <comment>dissertation. Retrieved 27 October 2023, from <ext-link ext-link-type="uri" xlink:href="https://hdl.handle.net/10500/27908">https://hdl.handle.net/10500/27908</ext-link></comment></mixed-citation></ref>
<ref id="CIT0045"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>McGehee</surname>, <given-names>W</given-names></string-name>., &#x0026; <string-name><surname>Thayer</surname>, <given-names>P.W</given-names></string-name></person-group>. (<year>1961</year>). <source><italic>Training in business and industry</italic></source>. <publisher-name>Wiley</publisher-name>.</mixed-citation></ref>
<ref id="CIT0046"><mixed-citation publication-type="thesis"><person-group person-group-type="author"><string-name><surname>Mitchell</surname>, <given-names>B</given-names></string-name></person-group>. (<year>2023</year>). <source><italic>How does higher education manage non-faculty professional staff talent? A case study</italic></source>. <comment>thesis. Doctor of Education</comment>. <publisher-name>University of Georgia</publisher-name>.</mixed-citation></ref>
<ref id="CIT0047"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Nilsson</surname>, <given-names>S</given-names></string-name>., &#x0026; <string-name><surname>Ellstrom</surname>, <given-names>P.-E</given-names></string-name></person-group>. (<year>2012</year>). <article-title>Employability and talent management: Challenges for HRD practices</article-title>. <source><italic>European Journal of Training and Development</italic></source>, <volume>36</volume>(<issue>1</issue>), <fpage>26</fpage>&#x2013;<lpage>45</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1108/03090591211192610">https://doi.org/10.1108/03090591211192610</ext-link></comment></mixed-citation></ref>
<ref id="CIT0048"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Nwoke</surname>, <given-names>N</given-names></string-name>., <string-name><surname>Worlu</surname>, <given-names>R.E</given-names></string-name>., &#x0026; <string-name><surname>Akinbiyi</surname>, <given-names>F</given-names></string-name></person-group>. (<year>2016</year>). <article-title>Effect of talent development on employee retention in Smes in Ogun State</article-title>. <source><italic>Journal of Business and Value</italic></source>, <volume>5</volume>(<issue>2</issue>), <fpage>129</fpage>&#x2013;<lpage>137</lpage>.</mixed-citation></ref>
<ref id="CIT0049"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Oldham</surname>, <given-names>G. R</given-names></string-name>., &#x0026; <string-name><surname>Fried</surname>, <given-names>Y</given-names></string-name></person-group>. (<year>2016</year>). <article-title>Job design research and theory: Past, present and future</article-title>. <source><italic>Organizational Behavior and Human Decision Processes</italic></source>, <volume>136</volume>, <fpage>20</fpage>&#x2013;<lpage>35</lpage>.</mixed-citation></ref>
<ref id="CIT0050"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Pallant</surname>, <given-names>J</given-names></string-name></person-group>. (<year>2011</year>). <source><italic>SPSS survival manual: A step guide to data analysis using SPSS</italic></source>. <publisher-name>Allen &#x0026; Unwin</publisher-name>.</mixed-citation></ref>
<ref id="CIT0051"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Poalses</surname>, <given-names>J</given-names></string-name>., &#x0026; <string-name><surname>Bezuidenhout</surname>, <given-names>A</given-names></string-name></person-group>. (<year>2018</year>). <article-title>Mental health in higher education: A comparative stress risk assessment at an open distance learning university in South Africa</article-title>. <source><italic>International Review of Research in Open and Distributed Learning</italic></source>, <volume>19</volume>(<issue>2</issue>), <fpage>170</fpage>&#x2013;<lpage>191</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.19173/irrodl.v19i2.3391">https://doi.org/10.19173/irrodl.v19i2.3391</ext-link></comment></mixed-citation></ref>
<ref id="CIT0052"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Poisat</surname>, <given-names>P</given-names></string-name>., <string-name><surname>Mey</surname>, <given-names>M.R</given-names></string-name>., &#x0026; <string-name><surname>Sharp</surname>, <given-names>G</given-names></string-name></person-group>. (<year>2018</year>). <article-title>Do talent management strategies influence the psychological contract within a diverse environment?</article-title>. <source><italic>SA Journal of Human Resource Management</italic></source>, <volume>16</volume>(<issue>1</issue>), <fpage>1</fpage>&#x2013;<lpage>10</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajhrm.v16i0.1044">https://doi.org/10.4102/sajhrm.v16i0.1044</ext-link></comment></mixed-citation></ref>
<ref id="CIT0053"><mixed-citation publication-type="web"><person-group person-group-type="author"><string-name><surname>Robertson</surname>, <given-names>R</given-names></string-name></person-group>. (<year>2015</year>). <source><italic>Steps to integrating coaching into your talent management strategy</italic></source>. <comment>Retrieved from Recuperado de <ext-link ext-link-type="uri" xlink:href="https://www.shrm.org/ResourcesAndTools/hrtopics/talent-acquisition/Pages/Coaching-Talent-Management-Strategy.aspx#sthash.dIsPpe4b.DE8hHAld.dpuf">https://www.shrm.org/ResourcesAndTools/hrtopics/talent-acquisition/Pages/Coaching-Talent-Management-Strategy.aspx#sthash.dIsPpe4b.DE8hHAld.dpuf</ext-link></comment></mixed-citation></ref>
<ref id="CIT0054"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Romlah</surname>, <given-names>N.S</given-names></string-name>., <string-name><surname>Sedarmayanti</surname>, <given-names>S.G</given-names></string-name>., &#x0026; <string-name><surname>Pradesa</surname>, <given-names>H.A</given-names></string-name></person-group>. (<year>2019</year>). <article-title>Human Resource Development among administrative staff at faculty of nursing science, Padjadjaran University (UNPAD) Bandung</article-title>. <source><italic>International Journal of Academic Research in Business and Social Sciences</italic></source>, <volume>9</volume>(<issue>7</issue>), <fpage>424</fpage>&#x2013;<lpage>436</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6007/IJARBSS/v9-i7/6135">https://doi.org/10.6007/IJARBSS/v9-i7/6135</ext-link></comment></mixed-citation></ref>
<ref id="CIT0055"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ross</surname>, <given-names>S</given-names></string-name></person-group>. (<year>2013</year>). <article-title>Talent derailment: A multi-dimensional perspective for understanding talent</article-title>. <source><italic>Industrial and Commercial Training</italic></source>, <volume>45</volume>(<issue>1</issue>), <fpage>12</fpage>&#x2013;<lpage>17</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1108/00197851311296656">https://doi.org/10.1108/00197851311296656</ext-link></comment></mixed-citation></ref>
<ref id="CIT0056"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ro&#x017E;man</surname>, <given-names>M</given-names></string-name>., <string-name><surname>Tominc</surname>, <given-names>P</given-names></string-name>., &#x0026; <string-name><surname>&#x0160;trukelj</surname>, <given-names>T</given-names></string-name></person-group>. (<year>2023</year>). <article-title>Competitiveness through development of strategic talent management and agile management ecosystems</article-title>. <source><italic>Global Journal of Flexible Systems Management</italic></source>, <volume>24</volume>(<issue>3</issue>), <fpage>373</fpage>&#x2013;<lpage>393</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s40171-023-00344-1">https://doi.org/10.1007/s40171-023-00344-1</ext-link></comment></mixed-citation></ref>
<ref id="CIT0057"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Rudhumbu</surname>, <given-names>N</given-names></string-name></person-group>. (<year>2014</year>). <article-title>Enterprise Risk Management (ERM) practices of private higher education institutions in Botswana: A critical analysis</article-title>. <source><italic>Enterprise Risk</italic></source>, <volume>5</volume>(<issue>9</issue>), <fpage>42</fpage>&#x2013;<lpage>50</lpage>.</mixed-citation></ref>
<ref id="CIT0058"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ryttberg</surname>, <given-names>M</given-names></string-name>., &#x0026; <string-name><surname>Geschwind</surname>, <given-names>L</given-names></string-name></person-group>. (<year>2017</year>). <article-title>Professional support staff at higher education institutions in Sweden: Roles and success factors for the job</article-title>. <source><italic>Tertiary Education and Management</italic></source>, <volume>23</volume>(<issue>4</issue>), <fpage>334</fpage>&#x2013;<lpage>346</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/13583883.2017.1322631">https://doi.org/10.1080/13583883.2017.1322631</ext-link></comment></mixed-citation></ref>
<ref id="CIT0059"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Salacuse</surname>, <given-names>J.W</given-names></string-name></person-group>. (<year>2006</year>). <article-title>Leading leaders: How to manage the top talent in your organization</article-title>. <source><italic>Ivey Business Journal</italic></source>, <volume>452</volume>, <fpage>50</fpage>.</mixed-citation></ref>
<ref id="CIT0060"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Saurombe</surname>, <given-names>M.D</given-names></string-name>., &#x0026; <string-name><surname>Barkhuizen</surname>, <given-names>E.N</given-names></string-name></person-group>. (<year>2022</year>). <article-title>Talent management practices and work-related outcomes for South African academic staff</article-title>. <source><italic>Journal of Psychology in Africa</italic></source>, <volume>32</volume>(<issue>1</issue>), <fpage>1</fpage>&#x2013;<lpage>6</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/14330237.2021.2002033">https://doi.org/10.1080/14330237.2021.2002033</ext-link></comment></mixed-citation></ref>
<ref id="CIT0061"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Semaihi</surname>, <given-names>S.O</given-names></string-name>., <string-name><surname>Ahmad</surname>, <given-names>S.Z</given-names></string-name>., &#x0026; <string-name><surname>Khalid</surname>, <given-names>K</given-names></string-name></person-group>. (<year>2023</year>). <article-title>Talent management and performance in the public sector: The mediating role of line managerial support</article-title>. <source><italic>Journal of Organizational Effectiveness: People and Performance</italic></source>, <volume>10</volume>(<issue>4</issue>), <fpage>546</fpage>&#x2013;<lpage>564</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1108/JOEPP-09-2022-0274">https://doi.org/10.1108/JOEPP-09-2022-0274</ext-link></comment></mixed-citation></ref>
<ref id="CIT0062"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Shin</surname>, <given-names>J.C</given-names></string-name>., &#x0026; <string-name><surname>Kehm</surname>, <given-names>B.M</given-names></string-name></person-group>. (<year>2013</year>). <source><italic>Institutionalisation of world-class university in global competition</italic></source>. <publisher-name>Springer</publisher-name>.</mixed-citation></ref>
<ref id="CIT0063"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Silzer</surname>, <given-names>R</given-names></string-name>., &#x0026; <string-name><surname>Dowell</surname>, <given-names>B.E</given-names></string-name></person-group>. (<year>2010</year>). <chapter-title>Strategy-driven talent management: A leadership imperative</chapter-title>. In <person-group person-group-type="editor"><string-name><given-names>R.</given-names> <surname>Silzer</surname></string-name> &#x0026; <string-name><given-names>B.E.</given-names> <surname>Dowell</surname></string-name> (Eds.)</person-group>, <source><italic>Strategic talent management matters</italic></source>, pp. <fpage>3</fpage>&#x2013;<lpage>72</lpage>. <publisher-name>Jossey-Bass</publisher-name>.</mixed-citation></ref>
<ref id="CIT0064"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Sirkova</surname>, <given-names>M</given-names></string-name>., <string-name><surname>Ali</surname>, <given-names>T.V</given-names></string-name>., &#x0026; <string-name><surname>Ferencova</surname>, <given-names>M</given-names></string-name></person-group>. (<year>2015</year>). <article-title>Talent management: Focus on Slovak enterprises</article-title>. <source><italic>&#x0415;&#x043A;&#x043E;&#x043D;&#x043E;&#x043C;&#x0456;&#x0447;&#x043D;&#x0438;&#x0439; &#x0447;&#x0430;&#x0441;&#x043E;&#x043F;&#x0438;&#x0441;-&#x0425;&#x0425;&#x0406;</italic></source>, <volume>1&#x2013;2</volume>(<issue>1</issue>), <fpage>40</fpage>&#x2013;<lpage>43</lpage>.</mixed-citation></ref>
<ref id="CIT0065"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Tetik</surname>, <given-names>S</given-names></string-name></person-group>. (<year>2016</year>). <article-title>Talent management: A review of theoretical perspectives and a guideline for practioners</article-title>. <source><italic>Nile Journal of Business and Economics</italic></source>, <volume>2</volume>(<issue>4</issue>), <fpage>40</fpage>&#x2013;<lpage>56</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.20321/nilejbe.v2i4.77">https://doi.org/10.20321/nilejbe.v2i4.77</ext-link></comment></mixed-citation></ref>
<ref id="CIT0066"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Thomas</surname>, <given-names>M</given-names></string-name></person-group>. (<year>2005</year>). <article-title>Bullying among support staff in a higher education institution</article-title>. <source><italic>Health Education</italic></source>, <volume>105</volume>(<issue>4</issue>), <fpage>273</fpage>&#x2013;<lpage>288</lpage>.</mixed-citation></ref>
<ref id="CIT0067"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Thomas</surname>, <given-names>A</given-names></string-name>., &#x0026; <string-name><surname>Letchmiah</surname>, <given-names>L</given-names></string-name></person-group>. (<year>2017</year>). <article-title>Retention of high-potential employees in a development finance company</article-title>. <source><italic>SA Journal of Human Resource Management</italic></source>, <volume>15</volume>(<issue>1</issue>), <fpage>1</fpage>&#x2013;<lpage>9</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajhrm.v15i0.924">https://doi.org/10.4102/sajhrm.v15i0.924</ext-link></comment></mixed-citation></ref>
<ref id="CIT0068"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Vaiman</surname>, <given-names>V</given-names></string-name>., <string-name><surname>Haslberger</surname>, <given-names>A</given-names></string-name>., &#x0026; <string-name><surname>Vance</surname>, <given-names>CM</given-names></string-name></person-group>. (<year>2015</year>). <article-title>Recognizing the important role of selfinitiated expatriates in effective global talent management</article-title>. <source><italic>Human Resource Management Review</italic></source>, <volume>25</volume>(<issue>3</issue>), <fpage>280</fpage>&#x2013;<lpage>286</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.hrmr.2015.04.004">https://doi.org/10.1016/j.hrmr.2015.04.004</ext-link></comment></mixed-citation></ref>
<ref id="CIT0069"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Van Antwerpen</surname>, <given-names>S</given-names></string-name>., &#x0026; <string-name><surname>Ferreira</surname>, <given-names>E</given-names></string-name></person-group>. (<year>2010</year>). <article-title>Males in predominantly female-dominated positions: A South African perspective</article-title>. <source><italic>Journal of Contemporary Management</italic></source>, <volume>7</volume>(<issue>1</issue>), <fpage>363</fpage>&#x2013;<lpage>379</lpage>.</mixed-citation></ref>
<ref id="CIT0070"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Van Zyl</surname>, <given-names>E.S</given-names></string-name>., <string-name><surname>Mathafena</surname>, <given-names>R.B</given-names></string-name>., &#x0026; <string-name><surname>Ras</surname>, <given-names>J</given-names></string-name></person-group>. (<year>2017</year>). <article-title>The development of a talent management framework for the private sector</article-title>. <source><italic>SA Journal of Human Resource Management</italic></source>, <volume>15</volume>(<issue>1</issue>), <fpage>1</fpage>&#x2013;<lpage>19</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajhrm.v15i0.820">https://doi.org/10.4102/sajhrm.v15i0.820</ext-link></comment></mixed-citation></ref>
<ref id="CIT0071"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Velicer</surname>, <given-names>W.F</given-names></string-name>., <string-name><surname>Eaton</surname>, <given-names>C.A</given-names></string-name>., &#x0026; <string-name><surname>Fava</surname>, <given-names>J.L</given-names></string-name></person-group>. (<year>2000</year>). <chapter-title>Construct explication through factor or component analysis: A review and evaluation of alternative procedures for determining the number of factors or components</chapter-title>. In <person-group person-group-type="editor"><string-name><given-names>R.D.</given-names> <surname>Goffin</surname></string-name> &#x0026; <string-name><given-names>E.</given-names> <surname>Helmes</surname></string-name> (Eds.)</person-group>, <source><italic>Problems and solutions in human assessment: Honoring Douglas Jackson at seventy</italic></source>. <publisher-name>Kluwer</publisher-name>.</mixed-citation></ref>
<ref id="CIT0072"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Venter</surname>, <given-names>A.A</given-names></string-name>., <string-name><surname>Herbst</surname>, <given-names>T.H</given-names></string-name>., &#x0026; <string-name><surname>Iwu</surname>, <given-names>C.G</given-names></string-name></person-group>. (<year>2019</year>). <article-title>What will it take to make a successful administrative professional in the fourth industrial revolution?</article-title>. <source><italic>SA Journal of Human Resource Management</italic></source>, <volume>17</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/sajhrm.v17i0.1224">https://doi.org/10.4102/sajhrm.v17i0.1224</ext-link></comment></mixed-citation></ref>
<ref id="CIT0073"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Vinesh</surname>, <given-names>E</given-names></string-name></person-group>. (<year>2014</year>). <article-title>Role of training and development in an organisational development</article-title>. <source><italic>International Journal of Management and International Business Studies</italic></source>, <volume>4</volume>(<issue>2</issue>), <fpage>213</fpage>&#x2013;<lpage>220</lpage>.</mixed-citation></ref>
<ref id="CIT0074"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Visser</surname>, <given-names>K</given-names></string-name>., <string-name><surname>Barkhuizen</surname>, <given-names>N</given-names></string-name>., &#x0026; <string-name><surname>Schutte</surname>, <given-names>N</given-names></string-name></person-group>. (<year>2018</year>). <article-title>Exploring the role of a work integrated learning programme in facilitating sustainable graduate employment in the transport industry: A conceptual paper</article-title>. <source><italic>Organisational Studies and Innovation Review</italic></source>, <volume>3</volume>(<issue>3</issue>), <fpage>65</fpage>&#x2013;<lpage>75</lpage>.</mixed-citation></ref>
<ref id="CIT0075"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Wilson</surname>, <given-names>R.P</given-names></string-name></person-group>. (<year>2016</year>). <article-title>Trust but verify: Ministerial policy advisors and public servants in the Government of Canada</article-title>. <source><italic>Canadian Public Administration</italic></source>, <volume>59</volume>(<issue>3</issue>), <fpage>337</fpage>&#x2013;<lpage>356</lpage>.</mixed-citation></ref>
<ref id="CIT0076"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Yasin</surname>, <given-names>M</given-names></string-name></person-group>. (<year>2014</year>). <article-title>Talent management to support the transformation of human resource</article-title>. <source><italic>Management Studies</italic></source>, <volume>2</volume>(<issue>6</issue>), <fpage>387</fpage>&#x2013;<lpage>399</lpage>.</mixed-citation></ref>
<ref id="CIT0077"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Zareen</surname>, <given-names>M</given-names></string-name>., <string-name><surname>Razzaq</surname>, <given-names>K</given-names></string-name>., &#x0026; <string-name><surname>Mujtaba</surname>, <given-names>B.G</given-names></string-name></person-group>. (<year>2013</year>). <article-title>Job design and employee performance: The moderating role of employee psychological perception</article-title>. <source><italic>European journal of business and management</italic></source>, <volume>5</volume>(<issue>5</issue>), <fpage>46</fpage>&#x2013;<lpage>55</lpage>.</mixed-citation></ref>
</ref-list>
<app-group>
<app id="app001">
<title>Appendix 1</title>
<sec id="s0023">
<title></title>
<table-wrap id="T0008">
<label>TABLE 1-A1</label>
<caption><p>Rotated factor matrix of training needs analysis.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="3">Rotated factor matrix</th>
<th valign="top" align="center" colspan="5">Factor</th>
</tr>
<tr>
<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>
</tr>
<tr>
<th valign="top" align="center">Feedback</th>
<th valign="top" align="center">Organisational analysis</th>
<th valign="top" align="center">Task significance</th>
<th valign="top" align="center">Task analysis</th>
<th valign="top" align="center">Person/individual analysis</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Q1b. Training needs analysis at the Health Sciences University is linked to strategic objectives of the university.</td>
<td align="center">0.877</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q2b. Training Needs Analysis at the Health Sciences University involves the vision and mission of the university.</td>
<td align="center">0.769</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q3b. Training Needs Analysis information is used to finalise a training plan for the university.</td>
<td align="center">0.700</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q5b.Training Needs Analysis at Health Sciences University involves the funds.</td>
<td align="center">0.666</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q9b Health Sciences University&#x2019;s Training Needs Analysis process supports decision about when training is the best option to improve individual performance.</td>
<td align="center">0.640</td>
<td align="center">0.483</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q8b. Training Needs Analysis is part of the Strategic Human Resource Development processes at Health Sciences University.</td>
<td align="center">0.621</td>
<td align="center">0.413</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q6b. The Training Needs Analysis at the HSU works with the performance management system.</td>
<td align="center">0.618</td>
<td align="center">0.380</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q4b. Training is effective if the training outcomes match with the university goals.</td>
<td align="center">0.613</td>
<td align="center">-</td>
<td align="center">0.466</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q15b. Health Sciences University initiates training and development opportunities for me.</td>
<td align="center">-</td>
<td align="center">0.809</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q12b. Top management in the Health Sciences University encourages staff participation when conducting training needs.</td>
<td align="center">-</td>
<td align="center">0.776</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q10b. Training opportunities are available for employees to improve their skills with regard to new technology.</td>
<td align="center">-</td>
<td align="center">0.750</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.303</td>
</tr>
<tr>
<td align="left">Q11b.Re-training opportunities are available for employees to improve their skills with regard to new technology.</td>
<td align="center">-</td>
<td align="center">0.713</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.308</td>
</tr>
<tr>
<td align="left">Q14b. My department supports me by providing training and development related to my work.</td>
<td align="center">-</td>
<td align="center">0.674</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.374</td>
</tr>
<tr>
<td align="left">Q7b.The Strategic Human Resource Development plan is followed at Health Science University.</td>
<td align="center">0.492</td>
<td align="center">0.552</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q21b. The Training Needs Analysis process effectively identifies what content should be taught.</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.798</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q20b. The Training Needs Analysis process effectively identifies who should be trained.</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.788</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q22b. The Training Needs Analysis allows the organisation to identify specific training needs that employee may have with regard to a particular skill.</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.731</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q19b. The Training Needs Analysis identifies the type of training that is needed to fill the gap in my job needs.</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.712</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q23b. Training Needs Analysis is the right step to design an applicable, cost-effective training programme.</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.554</td>
<td align="center">-</td>
<td align="center">0.475</td>
</tr>
<tr>
<td align="left">Q17b. Training Needs Analysis is not effectively implemented at Health Sciences University.</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.847</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q16b. Training Needs Analysis is not conducted continuously.</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.840</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q18b. Training needs are not reviewed annually.</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.804</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q13b. There is no commitment by top management to carry out Training Needs Analysis.</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.592</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q24b. Training Needs Analysis at the Health Sciences University involves only certain group of employees.</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.344</td>
<td align="center">0.720</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Extraction method: Principal Axis Factoring, Rotation Method: Varimax with Kaiser normalisation.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</app>
<app id="app002">
<title>Appendix 2</title>
<sec id="s0024">
<title></title>
<table-wrap id="T0009">
<label>TABLE 1-A2</label>
<caption><p>Rotated factor matrix of the talent management.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="3">Rotated factor matrix</th>
<th valign="top" align="center" colspan="4">Factor</th>
</tr>
<tr>
<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>
</tr>
<tr>
<th valign="top" align="center">Talent development</th>
<th valign="top" align="center">Talent selection</th>
<th valign="top" align="center">Talent utilisation</th>
<th valign="top" align="center">Talent retention</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Q1c. Health Sciences University identifies talent by using university&#x2019;s present capabilities and potential to meet current and future needs.</td>
<td align="center">0.819</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q4c. Talent planning at Health Sciences University integrates the personal development goals of employees with the university&#x2019;s strategy.</td>
<td align="center">0.802</td>
<td align="center">0.364</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q5c. The Health Sciences University&#x2019;s recruitment strategy is aligned to the talent management strategy.</td>
<td align="center">0.792</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q3c. Health Sciences University uses work performance to identify employees who are talented.</td>
<td align="center">0.780</td>
<td align="center">0.361</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q2c. The Health Sciences University measures current performance of employees as part of the Talent Management system.</td>
<td align="center">0.763</td>
<td align="center">0.381</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q6c. Recruitment plan at the Health Sciences University is the key business goal to determine the skills and talent required to achieve strategic objectives.</td>
<td align="center">0.753</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q8c. The remuneration strategy at Health Sciences University is aligned to the university strategy.</td>
<td align="center">0.744</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q13c. Performance management system is aligned to the Health Sciences University&#x2019;s strategy.</td>
<td align="center">0.740</td>
<td align="center">0.326</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q9c. The rewards and recognition system at Health Sciences University is aligned to the university strategy.</td>
<td align="center">0.735</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q12c. Performance management system is available at the Health Sciences University.</td>
<td align="center">0.727</td>
<td align="center">0.382</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q7c. Talent management is regarded as a strategy to identify, develop and retain talent in the organisation.</td>
<td align="center">0.624</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q25c. Talent management processes at the Health Sciences University support successful talent management.</td>
<td align="center">0.608</td>
<td align="center">0.596</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q16c. My line manager organises the required training for me to be able to carry out my job.</td>
<td align="center">-</td>
<td align="center">0.800</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q14c. My line manager is able to completely identify talent.</td>
<td align="center">-</td>
<td align="center">0.741</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q15c. My line manager provides the resources I need to carry out my job.</td>
<td align="center">0.314</td>
<td align="center">0.728</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q23c. The culture of the Health Sciences University makes me want to continue working for the university.</td>
<td align="center">0.401</td>
<td align="center">0.655</td>
<td align="center">0.317</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q24c. The Health Sciences University culture assists employees to feel linked to their institution and job.</td>
<td align="center">0.501</td>
<td align="center">0.634</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q17c. I experience a sense of belonging at the Health Sciences University.</td>
<td align="center">0.356</td>
<td align="center">0.616</td>
<td align="center">0.314</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q22c. I am satisfied with the opportunities to show off my talent.</td>
<td align="center">-</td>
<td align="center">0.604</td>
<td align="center">0.440</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q19c. I am committed to do my job.</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.797</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q18c. I support Health Sciences University&#x2019;s vision for the university.</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.740</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q20c. I am satisfied that I have adequate skills to carry out my job.</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.731</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q21c. I am satisfied with my talent as anticipated by the human resource policies.</td>
<td align="center">-</td>
<td align="center">0.329</td>
<td align="center">0.649</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Q11c. Adequate reward and recognition is very important to retain talent at the Health Sciences University.</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.880</td>
</tr>
<tr>
<td align="left">Q10c. Adequate rewards and recognition system is very important to attract talent at the Health Sciences University.</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.879</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Extraction Method: Principal Axis Factoring. Rotation Method: Varimax with Kaiser normalisation.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</app>
<app id="app003">
<title>Appendix 3</title>
<sec id="s0025">
<title></title>
<table-wrap id="T0010">
<label>TABLE 1-A3</label>
<caption><p>Cronbach&#x2019;s alpha scores for training needs analysis and talent management.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Scale dimensions</th>
<th valign="top" align="center">Mean</th>
<th valign="top" align="center">SD</th>
<th valign="top" align="center">Skewness</th>
<th valign="top" align="center">Kurtosis</th>
<th valign="top" align="center">Cronbach&#x2019;s alpha</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" colspan="6"><bold>Training Needs Analysis&#x2013;4 sub-scales</bold></td>
</tr>
<tr>
<td align="left">Feedback</td>
<td align="center">4.12</td>
<td align="center">1.299</td>
<td align="center">&#x2212;1.526</td>
<td align="center">2.396</td>
<td align="center">0.895</td>
</tr>
<tr>
<td align="left">Organisational analysis</td>
<td align="center">3.62</td>
<td align="center">1.382</td>
<td align="center">&#x2212;0.804</td>
<td align="center">&#x2212;1.288</td>
<td align="center">0.893</td>
</tr>
<tr>
<td align="left">Task significance</td>
<td align="center">4.12</td>
<td align="center">1.195</td>
<td align="center">&#x2212;1.526</td>
<td align="center">2.396</td>
<td align="center">0.860</td>
</tr>
<tr>
<td align="left">Task analysis</td>
<td align="center">3.29</td>
<td align="center">1.298</td>
<td align="center">&#x2212;0.378</td>
<td align="center">&#x2212;1.197</td>
<td align="center">0.799</td>
</tr>
<tr>
<td align="left" colspan="6"><bold>Talent management&#x2013;3 sub-scales</bold></td>
</tr>
<tr>
<td align="left">Talent development</td>
<td align="center">3.31</td>
<td align="center">1.412</td>
<td align="center">&#x2212;0.606</td>
<td align="center">&#x2212;1.193</td>
<td align="center">0.946</td>
</tr>
<tr>
<td align="left">Talent selection</td>
<td align="center">3.27</td>
<td align="center">1.412</td>
<td align="center">&#x2212;0.467</td>
<td align="center">&#x2212;1.367</td>
<td align="center">0.910</td>
</tr>
<tr>
<td align="left">Talent utilisation</td>
<td align="center">4.52</td>
<td align="center">1.388</td>
<td align="center">&#x2212;2.522</td>
<td align="center">7.379</td>
<td align="center">0.767</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</app>
</app-group>
<fn-group>
<fn><p><bold>How to cite this article:</bold> Matlakala, H.N., &#x0026; Bezuidenhout, A. (2024). Administrative staffs&#x2019; training needs and talent development at a Health Sciences University. <italic>SA Journal of Human Resource Management/SA Tydskrif vir Menslikehulpbronbestuur, 22</italic>(0), a2548. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajhrm.v22i0.2548">https://doi.org/10.4102/sajhrm.v22i0.2548</ext-link></p></fn>
</fn-group>
</back>
</article>