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Artificial intelligence (AI) radically transforms organizations, yet ethical AI’s effect on employee innovation remains understudied. Therefore, this study aims to explore whether responsible artificial intelligence (RAI) enhances high-tech employees’ innovative work behavior (IWB) through creative self-efficacy (CSE) and employee mental health and well-being (EMHWB). The study further examines how leaders’ RAI symbolization (LRAIS) moderates RAI’s effect.

Through structural equation modeling, 441 responses of high-tech firms’ employees from Pakistan were utilized for hypotheses testing via SmartPLS-4.

The results revealed that second-order RAI enhances employees’ IWB. The effect was supported directly and indirectly through CSE and EMHWB. Findings also showed that LRAIS significantly moderates RAI’s influence on CSE, on the one hand, and EMHWB, on the other.

High-tech firms’ managers can fix AI-outlook issues that impair their employees’ IWB by prioritizing an ethical AI design involving actions like AI control mechanisms, bias checks and algorithmic audits. Similarly, these managers should facilitate RAI discussions and targeted trainings focusing on employees’ cognitive development and well-being. Likewise, RAI embracement programs and evaluations for leadership positions could be incorporated into high-tech firms.

This study advances the mainstream AI literature and addresses a notable gap concerning RAI’s influence on employees’ IWB while grounding in social cognitive theory. Moreover, this study unveils how CSE and EMHWB affect IWB within RAI milieus. Additionally, through signaling theory, it underscores the significance of LRAIS in amplifying the direct association between RAI, CSE, and EMHWB within high-tech firms in emerging markets.

The recruitment of undergraduate students within English universities is of vital importance to both the academic success and the financial stability of the organisation. Despite the primacy of the task, there has been a dearth of research looking at related performance and how to ensure that the process is optimised. The purpose of this study was to investigate the degree of variation both within a university and between different universities. The reliance that individual programmes and/or universities place on the Clearing process is key; given its uncertainty, resource demands and timing shortly before students take up their places.

The Nomogramma di Gandy diagrammatical approach utilises readily available data to analyse universities’ performance in recruiting students to different programmes, and the degree to which they each rely of the Clearing process. Inter-university performance was investigated on a whole-student intake basis for a sample of English universities, representative of type and region.

The study found that there were disparate patterns for the many programmes within the pilot university and also disparate patterns between different types of universities across England. Accordingly, universities should internally benchmark their programmes to inform both strategic and tactical decision-making. Similarly, Universities and Colleges Admissions Service benchmarking inter-university patterns could inform the overall sector.

The approach and findings provide lessons for analysing student recruitment which could be critical to universities’ academic and financial health, in an increasingly competitive environment.

This paper describes a model of “Learning to care” derived from a study exploring how care workers in care homes learn to care for people living with dementia. The “Learning to care” model is primarily informal in nature in which influences such as formalised training and organisational culture impact care outcomes indirectly rather than directly.

This study used a focused, critical ethnographic approach in two care homes in England resulting in 63 h of observation of care of people living with advanced dementia, 15 semi-structured interviews and 90 in-situ ethnographic interviews with care staff.

The findings reveal a three-level model of learning to care. At the level of day-to-day interactions is a mechanism for learning that is wholly informal and follows the maxim “What Works is What Matters”. Workers draw on resources and information within this process derived from their personal experiences, resident influences and care home cultural knowledge. Cultural knowledge is created through a worker’s interactions with colleagues and the training they receive, meaning that these organisational level influences affect care practice only indirectly via the “What Works is What Matters” mechanism.

This study makes an original contribution by explaining the nature of day-to-day informal learning processes as experienced by care workers and those living with dementia in care homes. In particular, it illuminates the specific mechanisms by which organisational culture has an effect on care practice and the limitations of formal training in influencing such practice.

This study examined the relationship between pedagogical self-efficacy and student course evaluations among an international sample of management education faculty. We also investigated gender’s moderating role in this relationship and its impact on the development of pedagogical self-efficacy.

We conducted semi-structured interviews with 20 professors at an international business school, identifying three subdomains of pedagogical self-efficacy: course design, classroom management, and feedback provision. We designed a 25-question faculty survey to measure pedagogical self-efficacy, administered it to 84 faculty members, and analyzed the data alongside 20,000 student course evaluations.

All three pedagogical self-efficacy domains significantly predicted student course evaluations. The self-efficacy of female faculty had a positive relationship with course evaluations across all subdomains. In contrast, the self-efficacy of male faculty had a negative relationship with course evaluations on the course design subdomain. Student evaluations of courses taught by women were 10% lower than those taught by males and male faculty had significantly higher self-efficacy ratings than their female counterparts.

The results suggest that interventions designed to boost pedagogical self-efficacy can enhance student learning, irrespective of faculty gender. However, given biases in how students perceive female faculty, it is likely that female and male faculty members develop self-efficacy differently.

This study is the first to examine how pedagogical self-efficacy affects course evaluations, focusing on gender as a potential moderator. We also added an international higher education perspective to self-efficacy theories.

Given that knowledge hiding hampers the management of employee knowledge, it is important to measure the phenomena before applying the intervention to alleviate it. This paper aims to validate knowledge hiding measurements in South Korea.

The research collected 420 and 415 different Korean employee samples for each study, and they responded to their quality of knowledge hiding. The research conducted factor analysis using Mplus software and the Rasch model using JMetrik software based on the item response theory.

The research validated Korean versions of knowledge hiding measurements consisting of three factors and ten items. The study also found that knowledge hiding has a negative relationship with knowledge sharing and an unexpectedly positive relationship with team creativity. The study confirmed that the modified measurement yields acceptable discriminant and convergent validity.

The research relied on self-reported data and may have an issue measuring their knowledge hiding generously. Therefore, researchers are encouraged to measure it from others, including supervisors and colleagues. This research has theoretical implications for psychometrically and systematically validating the measurement.

The research includes practical implications for contributing to Human resource development practitioners could assess employee traits accurately and manage their negative knowledge behavior.

The research suggests the implications for detecting a positive relationship between knowledge hiding and team creativity. The study discussed that the specific climate could contribute to team creativity in Eastern contexts.

The research identified the importance of a psychometric validating process in the development of measurements.

Analyzing the impact of integrated reporting (IR) on international firms' value relevance, considering diverse information such as income, cash flows, risks, uncertainties and various capitals.

This paper used a sample of 300 international companies between 2010 and 2019. This paper collected the data from the Thomson Reuters Eikon database. Quantitative methods were used to test the hypotheses. Furthermore, the feasible generalized least squares (FGLS) method was performed to test the hypotheses.

The results suggest that IR and value relevance positively correlate, confirming the hypothesis. Moreover, this paper verified these results by conducting robustness tests on the contribution of the framework and guidelines prepared by the International Integrated Reporting Council (IIRC) in 2013.

This study enables users to evaluate company transparency and the relevance of disclosed nonfinancial information, providing valuable insights for report preparers and investors seeking profitable opportunities.

The interest in this research was motivated by the authors’ research field, which is innovative, as few studies have been conducted to explain the relationship between IR and value relevance. Similarly, this paper incorporated into their analysis the importance of the framework created by the IIRC in 2013 in preparing and presenting an integrated report. This paper considered the contribution of this framework to the creation of information content. This design has been overlooked in previous studies. However, this paper mobilized the FGLS method, which has been little used in previous studies.

This paper looks at how stakeholders co-create value at mega-events from a service ecosystem perspective. Despite the growing interest, little is known about how value is co-created through such initiatives for individual stakeholders and the community.

Drawing on institutional and stakeholder theory, the study focuses on Cortina 2021, the World Ski Championships held in Italy in February 2021. It investigates how multiple actors co-create value within a service ecosystem through qualitative interviews with key stakeholders combined with the analysis of official documents and reports.

The research established that key stakeholders were willing to get involved with Cortina 2021 if they recognised the value which could be co-created. Such an ecosystem requires a focal organisation with a clear regulative and normative framework and a common cultural basis. The latter helped resilience in the extraordinary circumstances of Cortina 2021 and safeguarded long-term impacts, even though the expected short-term ones were compromised.

From a managerial point of view, the evidence from Cortina 2021 shows how a clear strategy with well-defined stakeholder engagement mechanisms can facilitate value co-creation in service ecosystems. Moreover, when regulative and normative elements are blurred because of an extraordinary circumstance, resource integration and value creation processes need to be entrusted to those cultural elements that characterise an ecosystem.

The study takes an ecosystemic approach to mega-events to explore value creation for the whole community at the macro level, not only at the individual or organisational level, even during a crisis, which greatly impaired the preparation and running of the event.

This study aims to address the following research questions: (1) What are the theoretical frameworks and areas of study that influence the development of service ecosystems? and (2) To what extent does a service ecosystem align with the theoretical concepts presented in other research contexts within the study areas, thereby transforming the fundamental structure of the core concept?

We conducted a bibliometric systematic literature review, analyzing 280 papers from a sample of 52 journals listed in the Association of Business Schools (ABS). The review covered the period between 2004 and 2022, and we utilized co-citation analysis, multi-dimensional scaling analysis and hierarchical cluster analysis (HCA) on a total of 2,614 citations.

This study employs co-citation analysis to identify the conceptual structure of the service ecosystem based on highly cited papers. Additionally, we utilize multidimensional scaling (MDS) to uncover key approaches driving service ecosystem research. Through HCA and network analysis, we examine the research scope and its development, emphasizing theory-driven approaches. By combining quantitative and qualitative analysis, we explore the interrelationships between scope, domain and evolution. This comprehensive analysis allows us to delve deeply into the study of service ecosystems. To broaden the research scope, we propose a conceptual framework for comparing the main components of a service ecosystem. The current paper clarifies the service ecosystem's intellectual structure, including service performance, humanistic approach, sustainable innovations and service reflexivity and reformation and proposes a prospective research framework for specialists and researchers by introducing a metaverse service ecosystem.

For the first time, the findings of this study shed light on processes that facilitate the flow of technologies, business models and markets through social structures, ultimately contributing to social change. In service-based systems, the development and application of a more humanistic approach within and surrounding social service ecosystems are crucial as they evolve. Therefore, adopting a dynamic and multifaceted approach offers valuable insights into the drivers of value creation.

Urban centers, with their dense populations and evolving mobility patterns, are pivotal in addressing global sustainability challenges. This study focuses on identifying the key elements driving the adoption of sustainable urban mobility innovations, with a renewed emphasis on cycling as a core component.

Employing the Service Dominant Logic framework, this research examines how various conditions associated with the cycling ecosystem influence the adoption or negation of bicycles as a sustainable mode of urban transportation. The study conducts a comprehensive analysis across 60 cities to unravel these dynamics.

The investigation reveals that five distinct combinations of conditions facilitate the adoption of bicycles, while two specific combinations lead to its negation. Importantly, the study uncovers the presence of a “lock-in” mechanism, a critical factor in hindering bicycle adoption in urban settings.

This research contributes significantly to the field of sustainable urban mobility by integrating Service-Dominant Logic with empirical findings from a diverse set of global cities. It provides valuable insights into the complex interplay of factors influencing cycling adoption, offering a nuanced understanding of the barriers and drivers in this domain. The identification of a “lock-in” mechanism as a key impediment to cycling adoption adds a novel dimension to existing literature, presenting actionable pathways for policymakers and urban planners to foster more sustainable and bike-friendly urban environments.

This paper aims to explore the importance of tailored faculty development for neurodiverse business educators. It focuses on how specialized support can enhance research output, teaching effectiveness and service contributions within the academic community.

This paper’s conceptual approach uses elements of autoethnography to inform and support prior theoretical and empirical work. An explication of how neurodiversity can be integrated into faculty development efforts is presented with emphasis on individualized support systems, empathetic mentorship and customized teaching and research support strategies to leverage often unrecognized abilities.

The research identifies that neuroatypical faculty possess certain strengths such as heightened problem-solving skills and attention to detail, which, when supported, can significantly enrich the academic environment. However, there is a lack of targeted support mechanisms for, and general awareness of, these faculty. The paper proposes modifications to existing faculty development activities, emphasizing general and individualized approaches to better harness the talents of neurodiverse educators.

Implementing the proposed strategies will foster an inclusive educational atmosphere while enhancing academic creativity, innovation and productivity. This approach also aligns with important trends in diversity and inclusion, promoting a more equitable and dynamic academic environment.

This research contributes to the field by extending the discourse on neurodiversity in higher education beyond student-focused initiatives to include faculty development. It provides actionable strategies to create inclusive environments that leverage the cognitive strengths of neurodiverse faculty, a relatively unexplored area in business education.