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We use design thinking in the context of accounting pedagogy to exploit recent advances in cybernetics in the form of generative artificial intelligence technology. Relying on the intuition that supplementing or augmenting human argumentation (natural intelligence or NI) with parallel AI output can produce better student written assignments, we posit the “augmentation premise,” that is, ((NI + AI) > AI > NI). To test the augmentation premise, we compare student written submissions in an Accounting Information Systems (AIS) course with and without the benefit of parallel generative AI output. We then evaluate how the generative AI output enhances student-crafted revisions to their initial submissions. Using a summative quality improvement index (QII) consisting of quantitative and qualitative assessments, we present preliminary evidence supporting the augmentation premise. The augmentation premise likely extends to other accounting subdisciplines and merits generalization for enriching accounting pedagogy.

Leadership is an essential contributor to employee creative self-efficacy, and past research suggests a positive relationship between servant leadership and creative self-efficacy. However, the relationship is complex and contingent upon moderating variables, and this research examines the moderating effect of role clarity by drawing on social exchange theory and social cognitive theory.

Data collected from a survey among 116 emergency room employees is used to test the research model using moderated ordinary least squares regression.

The results confirm a positive relationship between servant leadership and creative self-efficacy and suggest a U-shaped relationship between role clarity and creative self-efficacy. Furthermore, role clarity positively moderates the relationship between servant leadership and creative self-efficacy.

The sample used for this research mainly consisted of highly educated employees within a specific setting. Future research is needed to study if the relationships found in this research can be generalized to other organizational settings.

This research suggests that leaders can support employees' creative self-efficacy through servant leadership, particularly when coupled with high role clarity.

Rapidly changing work environments are characterized by decreased role clarity, so attention is needed to its moderating role on the relationship between servant leadership and creative self-efficacy.

In this chapter, the author argues that in order to meet the United Nations’ sustainable development goal 4 which calls for education to “ensure inclusive and equitable quality education and promote lifelong learning opportunities for all by 2030,” transformative leadership may be key. Transformative leadership goes well beyond traditional technical and rational approaches to leadership; it includes but extends theories such as social justice leadership and transformational leadership and involves two general principles and eight interconnected tenets. These include knowing oneself, one’s community and organization; deconstructing frameworks that perpetuate inequity and reconstructing them in more equitable ways; addressing the inequitable distribution of power; emphasizing individual and collective good; focusing on democracy emancipation, equity, and justice as well as interconnectedness and global awareness; and offering both critique and promise. Transformative leadership theory is a critical, holistic, and normative approach that focuses on values, and on beliefs and mindsets as well as knowledge and action. It is characterized by its activist agenda and its overriding commitment to social justice, equity, and democratic society. Thus, it is an approach to leadership that is anti-racist, anti-homophobic, anti-xenophobic, etc.; it calls for rejection of deficit thinking and for inclusive and equitable practices that require moral courage. It is such a holistic and critical theory that would help to promote the United Nations’ education goal by the target of 2030.

The study sought to investigate how servant leadership affects employees' organisational citizenship and innovative behaviour by emphasising the mediation role of psychological empowerment. Relying on social exchange and self-determination theories, the present research examined the associations between these key elements in organisational dynamics.

Two waves of data were obtained from 325 supervisor-subordinate dyads working for 15 nonprofit organisations.

The results uncovered a significant and positive connection between leaders with a strong servant mindset and employees' organisational citizenship and innovative behaviour. Psychological empowerment was found to serve as a mediator in the anticipated correlations. Cultivating leaders with an enduring servant attitude was found to significantly boost employees' organisational citizenship and innovation, supported by improved psychological empowerment.

This study is distinctive as it fills a gap in research on the relationships between servant leadership, psychological empowerment and work outcomes in the global nonprofit sector, particularly in the Eastern context. This disposition, when given the opportunity, will contribute to strengthening working productivity.

This study examines the relationship between servant leadership and its dimensions on firm performance, with big data playing the role of a mediator.

Survey responses used for analysis in this study have been taken from business managers associated reputed private sector organizations in India. A conceptual model is proposed grounded to the Conservation of Resource Theory (COR). Structural equation modeling has been used to test the proposed model.

Servant leadership significantly relates to firm performance, whereby Big Data is seen to play the role of a mediator. The results also indicate that none of the dimensions of servant leadership independently affect firm performance.

The study adds to extant research by examining the mediating mechanism of Big Data in servant leadership and firm performance. It also suggests that each dimension of servant leadership gets reflected in overall servant leadership. Here it is important to note that Big Data analytics partially mediate the effectiveness of servant leadership.

Gender bias and stereotypes are universal issues in today’s society. This study presents a comprehensive review of women’s leadership based on bibliometric analysis. The feminist approach to leadership is helpful in many ways, and it could be the type of leadership needed in the challenging world of academia. Women present unique characteristics and traits, particularly their motherly approach to leadership.

A review of the literature based on bibliometric analysis by mapping the knowledge structure of the subject is conferred by uncovering the past, present and future trends based on three bibliometric analyses.

The finding suggests that gender equality, stereotypes and barriers in women’s leadership are at the forefront of the subject in HEIs. The overall system, mindset and willingness for institutional transformation are needed to change the mindset of accepting women as leaders of HEIs.

This study brought the significant idea of increasing women’s empowerment in HEIs, eventually strengthening institutional leadership’s capability towards advanced education.

This study would present a crucial foundation in women’s empowerment, particularly from the HEIs perspective and from the generic women’s leadership literature.

This research aims to investigate the impact of servant leadership on knowledge management and its subsequent connection to cost-saving innovation. The study further explored these relationships by examining the mediating roles of innovation capabilities and technological volatility.

The research is applied in purpose and employs a descriptive-survey method for data collection. It follows a qualitative-quantitative approach, utilizing expert interviews in the qualitative phase. The sample consists of 35 managers and expert professors with knowledge management experience in universities and high-tech industries, selected through the snowball method. Data collected from Iranian organizations were analyzed using AMOS software.

The results revealed a positive correlation between servant leadership and knowledge management. Knowledge management demonstrated a significant positive relationship with cost-saving innovation. Additionally, technological volatility and innovation capabilities were identified as crucial factors influencing the connection between knowledge management and innovation, particularly in promoting frugality.

While this research provides a comprehensive model, it acknowledges specific limitations that warrant further investigation. The study predominantly focused on Iranian organizations, suggesting an opportunity to broaden its scope to include diverse organizational perspectives from various cultural and geographical contexts. Moreover, a promising avenue for future research involves exploring entrepreneurial orientation as a potential mediating variable. Given its significant impact on organizational dynamics, introducing entrepreneurial orientation could enhance our understanding of its effects on both knowledge management and the promotion of frugal innovation. This expansion may illuminate the intricate interplay between entrepreneurial orientation, knowledge processes and innovative practices, contributing to a more sophisticated discussion on effective organizational strategies.

The purpose of this study is to compare the competition and productivity of the US freight rail transportation industry for the past 41 years (1980 ∼ 2020), which consists of the two periods, before and after the abolishment of the Interstate Commerce Commission (ICC) in 1995.

This study investigates any relationships between the market concentration index values and labor productivity values in the separate two periods, and how the existence of a regulatory body in the freight transportation market impacted the productivity of the freight rail transportation industry by using a Cobb–Douglas production function on annual financial statement data from the US stock exchange market.

This study found that, after the abolishment of the ICC: (1) the rail industry became less competitive, (2) even if the rail industry had an increasing labor productivity trend, there was a strong negative correlation between the market concentration index and labor productivity and (3) the rail industry’s total factor productivity was decreased.

This study is to find empirical evidence of the effect of the ICC abolishment on the competition and productivity levels in the US freight rail transportation industry using a continuous data set of 41-year financial statements, which is unique compared to previous studies.