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Following the surge of documents laying out organizations' ethical principles for their use of artificial intelligence (AI), there is a growing demand for translating ethical principles to practice through AI governance (AIG). AIG has emerged as a rapidly growing, yet fragmented, research area. This paper synthesizes the organizational AIG literature by outlining research themes and knowledge gaps as well as putting forward future agendas.

The authors undertake a systematic literature review on AIG, addressing the current state of its conceptualization and suggesting future directions for AIG scholarship and practice. The review protocol was developed following recommended guidelines for systematic reviews and the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA).

The results of the authors’ review confirmed the assumption that AIG is an emerging research topic with few explicit definitions. Moreover, the authors’ review identified four themes in the AIG literature: technology, stakeholders and context, regulation and processes. The central knowledge gaps revealed were the limited understanding of AIG implementation, lack of attention to the AIG context, uncertain effectiveness of ethical principles and regulation, and insufficient operationalization of AIG processes. To address these gaps, the authors present four future AIG agendas: technical, stakeholder and contextual, regulatory, and process. Going forward, the authors propose focused empirical research on organizational AIG processes, the establishment of an AI oversight unit and collaborative governance as a research approach.

To address the identified knowledge gaps, the authors present the following working definition of AIG: AI governance is a system of rules, practices and processes employed to ensure an organization's use of AI technologies aligns with its strategies, objectives, and values, complete with legal requirements, ethical principles and the requirements set by stakeholders. Going forward, the authors propose focused empirical research on organizational AIG processes, the establishment of an AI oversight unit and collaborative governance as a research approach.

For practitioners, the authors highlight training and awareness, stakeholder management and the crucial role of organizational culture, including senior management commitment.

For society, the authors review elucidates the multitude of stakeholders involved in AI governance activities and complexities related to balancing the needs of different stakeholders.

By delineating the AIG concept and the associated research themes, knowledge gaps and future agendas, the authors review builds a foundation for organizational AIG research, calling for broad contextual investigations and a deep understanding of AIG mechanisms. For practitioners, the authors highlight training and awareness, stakeholder management and the crucial role of organizational culture, including senior management commitment.

This study aims to determine the contribution of financial skills to entrepreneurial intentions among women involved in university education.

Clustering and logistic regression analyses were used to infer the determinants and motivators of entrepreneurial intention in a sample of women students at a Spanish online university.

Financial and numerical skills could play a significant role in boosting entrepreneurial culture, overcoming reticence and increasing awareness of business opportunities, particularly when women are motivated to increase their autonomy and income. The study offers meaningful implications for policymakers.

Further research will be needed before these conclusions may be inferred to other settings and circumstances. Comparison with a similar sample of potential male entrepreneurs may also be necessary to deduce the influence of gender.

The introduction of certain financial content into the education system by governments and policymakers would produce remarkable results on entrepreneurship intention among women.

Relational capital and positive social influences also contribute to mitigating the effects of risk aversion, one of the main barriers for potential female entrepreneurs.

The role of financial literacy in entrepreneurial intention among women has scarcely been addressed in academic research. The literature also has paid little attention to the analysis of what motivates women into entrepreneurship, and whether women who decide to embark on a business venture show different profiles. The aim of this study is to contribute to closing these gaps, exploring the effect of cognitive skills, personality traits, contextual factors and motivations.

This paper examines the relationship between women on boards and board monitoring tasks depending on group categories identified in the Kanter's theory.

Using a sample of the largest listed companies in Spain, Italy and France during the period 2007–2017, this study tests the effect of women's presence based on the following board categories: (1) skewed boards with a percentage of women that is less than 20%; (2) tilted boards with a percentage of women that ranges from 20% to 33%; (3) tilted boards with a percentage of women that is more than 33%; and (4) balanced boards with an equal or quasi-equal gender distribution. The authors use the case of the gender board quota regulation in different European Union countries.

The results suggest that tilted boards engage in stronger firm monitoring and that the effect of women on board monitoring tasks is positive and statistically significant when the percentage of female directors reaches the threshold of 33%.

The outcomes of this study help policymakers identify the minimum threshold that quota regulations should mandate in order for boards to be effective.

This paper moves forward the ongoing debate about the effect of women on corporate boards, shifting the focus from the ratio or presence of female directors to the size of the group they form within the board. To the best of authors’ knowledge, this is the first study to test Kanter's theory by investigating the relationship between women on boards and board monitoring.

This study aims to examine whether and how gender diversity on corporate boards is associated with voluntary nonfinancial disclosures, particularly water disclosures.

This study uses corporate water information disclosure data from Chinese listed firms between 2010 and 2018 to conduct regression analyses to examine the association between female directors and water information disclosure.

Empirical results show that female directors have a significantly positive association with corporate water information disclosure. Additionally, internal industry water sensitivity of firms moderates this significant relationship.

This study determined that female directors can promote not only water disclosure but also positive corporate water performance, reflecting the consistency of words and deeds of female directors in voluntary nonfinancial disclosures.