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1 – 4 of 4Dawid Booyse and Caren Brenda Scheepers
While artificial intelligence (AI) has shown its promise in assisting human decision, there exist barriers to adopting AI for decision-making. This study aims to identify barriers…
Abstract
Purpose
While artificial intelligence (AI) has shown its promise in assisting human decision, there exist barriers to adopting AI for decision-making. This study aims to identify barriers in the adoption of AI for automated organisational decision-making. AI plays a key role, not only by automating routine tasks but also by moving into the realm of automating decisions traditionally made by knowledge or skilled workers. The study, therefore, selected respondents who experienced the adoption of AI for decision-making.
Design/methodology/approach
The study applied an interpretive paradigm and conducted exploratory research through qualitative interviews with 13 senior managers in South Africa from organisations involved in AI adoption to identify potential barriers to using AI in automated decision-making processes. A thematic analysis was conducted, and AI coding of transcripts was conducted and compared to the manual thematic coding of transcripts with insights into computer vs human-generated coding. A conceptual framework was created based on the findings.
Findings
Barriers to AI adoption in decision-making include human social dynamics, restrictive regulations, creative work environments, lack of trust and transparency, dynamic business environments, loss of power and control, as well as ethical considerations.
Originality/value
The study uniquely applied the adaptive structuration theory (AST) model to AI decision-making adoption, illustrated the dimensions relevant to AI implementations and made recommendations to overcome barriers to AI adoption. The AST offered a deeper understanding of the dynamic interaction between technological and social dimensions.
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Keywords
Caren Brenda Scheepers and Rebone Mahlangu
This study explored the motives, relationship dynamics and outcomes of male executives in mentoring Black African women within the context of South Africa. The authors…
Abstract
Purpose
This study explored the motives, relationship dynamics and outcomes of male executives in mentoring Black African women within the context of South Africa. The authors investigated the experiences of White, Black African, coloured, and Indian male mentors conducting cross-gender and cross-race mentoring in South Africa.
Design/methodology/approach
A qualitative study was conducted with 21 male executives within South Africa's male-dominated financial services industry. Data were collected via semi-structured, one-on-one virtual video interviews. The study endeavoured to deeper understand the mentors' experiences during their interactions with the intersecting marginalised identities of Black African women as protégés.
Findings
The authors found that the mentoring relationship is central to mentoring Black African women. This relationship is often influenced by the mentors' parental approach to mentoring, with resultant negative consequences, including the protégé not taking accountability for driving the relationship. Mentors' stereotypical expectations of women as homemakers and carers also influenced mentoring experiences. Mentors' motives included growing next generation leaders, which led to mentors' job satisfaction.
Originality/value
This study contributes an account of male executives' motivations for mentoring Black African women, the relationship dynamics as well as negative mentoring experiences, and the mentoring outcomes for protégés and mentors. Intersectionality theory was used to highlight the mentors' lack of insight into the intersecting marginalised identities of Black African women in the unique South African context, where inequalities in terms of class, race, and gender are amplified.
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Lydia Amaro and Caren Brenda Scheepers
Women leaders struggle with the persistent paradoxical expectations. Literature suggests that a paradox mindset helps to leverage these tensions. This study aims to understand the…
Abstract
Purpose
Women leaders struggle with the persistent paradoxical expectations. Literature suggests that a paradox mindset helps to leverage these tensions. This study aims to understand the nexus between the microfoundations of individual women leaders’ experiences, their responses and the organisational context, which enables or hinders their paradox mindset.
Design/methodology/approach
This study adopted a qualitative approach by conducting semistructured interviews with 14 women, all senior leaders in corporate South Africa.
Findings
The results reveal the interaction in the nexus between, firstly, women leaders’ authenticity and awareness as key anchors that enable them to adopt a paradox mindset and, secondly, the organisation’s role in creating hindrances or opportunities to leverage tensions. Women leaders in our sample applied one of two strategies: they either adapted to the environment or curated a subenvironment. This study shows that, if done authentically, through her own agency, a woman can influence interactions that make it easier to manage tensions within her environment, especially those created by negative performance evaluation because of unconscious institutional gender bias.
Research limitations/implications
The extent to which the findings of this research can be generalised is constrained by the selected research context.
Originality/value
This research contributes to the literature on paradox theory by revealing organisational contextual influencers, such as institutional bias in negative performance evaluation, which hinders a woman leader’s opportunity to be hired or promoted. These organisational influences also interact with women leaders’ ability to embrace paradox and internally leverage agentic and communal tensions.
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