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Understanding matching patterns and determinants of attracting quality talents is an under-researched area, especially from a firm perspective. Firm’s recruitment strategies have an impact on the sorting patterns in the labour market which remains undetermined. This paper aims to explore the drivers of attracting and recruiting quality talents. Also, the role of policies including the national labour laws, industry norms and localised firm policies have on hiring practices and drivers in a developing country.

This study is underpinned by network theory, equity theory, social exchange theory and resource-based theory. The authors leveraged on a mixed methodology that is a structured questionnaire administered to 200 firm representatives in Lagos and interviews with key informants from the demand side for labour.

The study revealed that firms can leverage on salary, brand name, referral, job security as core factors in attracting and recruiting quality talents. Also, digitisation is a key strategy leveraged on attracting and recruiting quality talents. Techniques such as the use of social media, traditional media, online interviews, physical interviews have proven to help in selecting quality talents.

Specifically, the paper throws light on how firms use different recruitment channels for hiring workers, and how the use of these channels affects the quality of matches. Furthermore, the role of social networks, wages and benefits for firm recruitment and matching efficiency was well highlighted.

With the recent proliferation of AI, organisations are transforming not only their organisational design but also the input and output operational processes of the hiring process. The purpose of this paper is to explore the organisational and operational dimensions resulting from the deployment of AI during talent acquisition process.

The authors conducted semi-structured interviews and meetings with human resources (HRs) professionals, recruiters and AI hiring platform providers in Sweden. Using an inductive data analysis rooted in the principles of grounded theory, the study uncovered four aggregate dimensions critical to understanding the role of AI in talent acquisition.

With insights from algorithmic management and ambidexterity theory, the study presents a comprehensive theoretical framework that highlights four aggregate dimensions describing AI’s transformative role in talent recruitment. The results provide a cautionary perspective, advising against an excessive emphasis on operational performance driven solely by algorithmic management.

The study is limited in scope and subject to several constraints. Firstly, the sample size and diversity are restricted, as the findings are based on a limited number of semi-structured interviews and meetings with HRs professionals, recruiters, and AI hiring platform providers. Secondly, the rapid evolution of AI technologies means that the study’s findings may quickly become outdated as new advancements and applications emerge.

The results provide managers with actionable information that can lead to more precise and strategic management practices, ultimately contributing to improved organizational performance and outcomes. Plus, enhancing their ability to make informed decisions, optimize processes and address challenges effectively.

The results signal both positive and negative impacts on employment opportunities. On the positive side, AI can streamline recruitment processes, making it easier for qualified candidates to be identified and hired quickly. However, AI systems can also perpetuate existing biases present in the data they are trained on, leading to unfair hiring practices where certain groups are systematically disadvantaged.

By examining the balance between transactional efficiency and relational engagement, the research addresses a crucial trade-off that organizations face when implementing AI in recruitment. The originality lies in its critique of the prevailing emphasis on e-recruiting.

The purpose of this paper is to evaluate effectiveness of the graduate development programme that was aimed at the recruitment and professional development of black engineering graduates through the workplace learning method.

The paper adopted qualitative research strategy using in-depth interviews with semi-structured interview guide that was developed after an extensive review of related literature. Data were analysed using thematic analysis technique.

Result of the paper indicates that the strategy provides an effective mechanism for the inclusion and professional development of black engineering graduates. Coaching and mentoring relationships were found to be an effective way for knowledge and skills transfers.

Although this study presented valuable insights into the complexity of the graduate development programme in South Africa, the authors consider it appropriate to draw some limitations to study for in order to provide some guides on the conduct of a similar study by future researchers. It is important to state that qualitative studies inherently lack external validity that limits its generalisability to a wider context. Further, a non-probability sampling method was used in this study thus posing a threat to the scientific representativeness of the participants. At last, but very important is the emotion and tension that is usually associated with social research and discussion regarding the legacies of apartheid in South Africa. This research was not insulated from such sensitivity and social influence. To this extent, while practical efforts were made to mitigate this factor during the interviews, there is no guarantee that the respondents were completely honest, and not influenced by extraneous nuances and considerations in their responses to the questions. In view of the methodological and social limitations to this study, future researchers could consider, for example, the use of a mixed methods wherein a quantitative research component is conducted on trainees of the programme in order to validate or disprove the answers provided by the training managers which were purely from operator/organisational, rather than training participants’ perspective. The mixed method approach could also enhance the external validity or generalisability of the research outcome to a wider context. At last, the administration of structured questionnaire through the use of a web-based survey could potentially eliminate emotions, social tension and response bias since both the researcher and respondents do not engage in a face-to-face contact and personal interaction. This also effectively protects personal identity of both the researcher and respondent.

Not much research has been conducted in the direction of the graduate development programme as an effective strategy for the career advancement, inclusion and affirmation of black engineers within the engineering landscape of South Africa. Corporate and professional skills development managers could integrate the outcome of this paper into a policy framework that shapes corporate social investment, diversity and inclusion management at the workplaces.

This study aims to investigate some individual factors that may positively/negatively impact upon the willingness to use AI-assisted hiring procedures (AI-WtU). Specifically, the authors contribute to the ongoing discussion by testing the specific role of individuals’ personality traits and their attitude toward technology acceptance.

Data have been collected from a cohort of workers (n = 157) to explore their individual level of AI-WtU, their personality traits and level of technology acceptance, along with a series of control variables including age, gender, education, employment status, knowledge and previous experience of AI-assisted hiring.

The results obtained show the significant role played by a specific personality trait –conscientiousness – and technology acceptance in shaping the level of AI-WtU. Importantly, technology acceptance also mediates the relationship between AI-WtU and conscientiousness, thus suggesting that conscientious people may be more willing to engage in AI-assisted practices, as they see technologies as means of improving reliability and efficiency. Further, the study also shows that previous experience with AI-assisted hiring in the role of job applicants has a negative effect on AI-WtU, suggesting a prevailing negative experience with such tools, and the consequent urge for their improvement.

This study, to the best of the authors’ knowledge, is the first to test the potential role of personality traits in shaping employees AI-WtU and to provide a comprehensive understanding of the issue by additionally testing the joint effect of technology acceptance, age, gender, education, employment status and knowledge and previous experience of AI-assisted hiring in shaping individual AI-WtU.

The aim of this article is to provide Dr Bailey Jackson's perspective on institutional and systemic barriers to full inclusion of diverse faculty in higher education through the lens of the multicultural organizational development (MCOD) model. Dr Jackson is renowned for his work on social justice, diversity and multiculturalism.

This is a personal interview with Dr Bailey Jackson. This interview provides insight on institutional level change efforts through the MCOD framework, a perspective on why institutions get stuck on the way to becoming healthy multicultural institutions, and the effect on moving the needle on faculty diversity in institutions of higher education.

The institutional obstacles and barriers tend to be centered around misalignment with the mission, vision and core values, and how those are formulated to include diversity and inclusion. Faculty diversity is only one component in dealing with the health of any organization or the academy as a whole. If institutions focus on diversity faculty in an unhealthy system, they will encounter limitations on how much the institution will develop on the MCOD continuum. The health of the overall system is going to affect the approach to faculty diversity.

Dr Jackson provides insight on his work with the MCOD framework and specifically the overall health of the institution as critical to faculty diversity initiatives. Questions to help institutions begin to assess themselves and identify changes required to move toward Multicultural within the context of faculty diversity are provided.

Through a series of questions, insight from Dr Jackson on why institutions get stuck in moving the needle on faculty diversity through the lens of the MCOD framework is gained.

The global Covid-19 pandemic is posing considerable challenges for governments throughout the world and has and will have a significant influence on the shape of peoples social and economic life and wellbeing in the short and longer term. This opinion paper discusses the current health policy response adopted in England to control or manage the epidemic and identifies the key sociological and political influences which have shaped these policies. Drawing on the theoretical approach set out in his recent book, which emphasises the interplay of powerful structural and economic interest groups, the author will consider the influence of the key players. Government policy has tied itself to scientific and medical evidence and protecting the NHS so the key roles of the medical profession, public health scientific community and NHS management and their respective and relative powerful influences will be discussed. The government needs the support of the public if their policies are to be successful, so how have the government addressed maintaining public trust in this “crisis” and how much trust do the public have in the government and what has influenced it? The strong emphasis on social distancing and social isolation in the national government policy response to Covid-19 has placed an increasing public reliance on the traditional and social media for sources of information so how the media has framed the policy will be considered. One policy aim is for an effective vaccine and the influence of the drug industry in its development is discussed. Finally, the role of the state will be discussed and what has shaped its social and economic policies.