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The study aims to identify the status quo of artificial intelligence in entrepreneurship education with a view to identifying potential research gaps, especially in the adoption of certain intelligent technologies and pedagogical designs applied in this domain.

A scoping review was conducted using six inclusive and exclusive criteria agreed upon by the author team. The collected studies, which focused on the adoption of AI in entrepreneurship education, were analysed by the team with regards to various aspects including the definition of intelligent technology, research question, educational purpose, research method, sample size, research quality and publication. The results of this analysis were presented in tables and figures.

Educators introduced big data and algorithms of machine learning in entrepreneurship education. Big data analytics use multimodal data to improve the effectiveness of entrepreneurship education and spot entrepreneurial opportunities. Entrepreneurial analytics analysis entrepreneurial projects with low costs and high effectiveness. Machine learning releases educators’ burdens and improves the accuracy of the assessment. However, AI in entrepreneurship education needs more sophisticated pedagogical designs in diagnosis, prediction, intervention, prevention and recommendation, combined with specific entrepreneurial learning content and entrepreneurial procedure, obeying entrepreneurial pedagogy.

This study holds significant implications as it can shift the focus of entrepreneurs and educators towards the educational potential of artificial intelligence, prompting them to consider the ways in which it can be used effectively. By providing valuable insights, the study can stimulate further research and exploration, potentially opening up new avenues for the application of artificial intelligence in entrepreneurship education.

This article focuses on regional-level cooperation in higher education by examining the functional, organizational and political approaches (FOPA) framework for higher education regionalization and using supra-national regional universities as established and successful examples of regional-level higher education cooperation among countries.

A conceptual framework is used to provide the structure for analyzing the key approaches to higher education regionalization, followed by an analysis of supra-national regional universities to demonstrate the application of the model.

The FOPA framework for higher education regionalization includes three approaches. The first is the functional approach, which includes both collaborative academic and research activities among higher education institutions as well strategies and policies to help align systems across a region. The second is the organizational approach, which focuses on networks, organizations, institutions and programs, which facilitate partnerships. The third is the political approach, which includes regional-level agreements, declarations and strategic plans to promote higher education collaboration. Key higher education activities for each approach are discussed in generic terms, with examples provided from major regions of the world.

The research was based on desk research only. No interviews were conducted.

A conceptual analysis and a model were provided for the concept of regionalization of higher education and for regional universities, which can help readers locate their interests and research in the regionalization of higher education. Examples of three different types of regional universities were provided to give concrete illustrations of a regional university.

One of the rationales driving regional universities is to address and increase a sense of regional identify and to meet the social, economic and educational needs of the specified region.

Regional universities, such as the University of West Indies, Arab Open University and the Pan-Africa University, are an understudied phenomenon. Using them as innovative and sustainable examples of higher education regional cooperation and the FOPA model, this study illustrates how single-campus, multiple-campus and virtual regional universities are functioning to meet the diversified needs and priorities across a region through cooperation among countries.

Knowledge sharing has entered the stage of knowledge payment with the typical models of paid Q&A, live session, paid subscription, course column and community service. Numerous knowledge suppliers have begun to pour into the knowledge payment market, and users' willingness to pay for premium content has increased. However, the academic research on knowledge payment has just begun.

In this paper, the authors searched several bibliographic databases using keywords such as “knowledge payment”, “paid Q&A”, “pay for answer”, “social Q&A”, “paywall” and “online health consultation” and selected papers from aspects of research scenes, research topics, etc. Finally, a total of 116 articles were identified for combing studies.

This study found that in the early research, scholars paid attention to the definition of knowledge payment concept and the discrimination of typical models. With the continuous enrichment of research literature, the research direction has gradually been refined into three main branches from the perspective of research objects, i.e. knowledge provider, knowledge demander and knowledge payment platform.

This paper focuses on discussing and sorting out the key research issues from these three research genres. Finally, the authors found out conflicting and contradictory research results and research gaps in the existing research and then put forward the urgent research topics.

This study examines the information literacy practices of young video bloggers, focusing on the ways in which they construct their cognitive authority through a health-related information creation process.

This study draws upon socially oriented information literacy research and nexus analysis as its methodological framework. Data, including YouTube videos, theme interviews and video diaries, were collected with three Finnish video bloggers and qualitatively analysed using nexus analytical concepts to describe the central elements of social action.

The study shows that video bloggers employ several information practices during the information creation process, including planning, information-seeking, organization, editing and presentation of information. They construct their cognitive authority in relation to their anticipated audience by grounding it on different types of information: experience-based, embodied and scientific. Trustworthiness, emphasized with authenticity and genuineness, and competence, based on experience, expertise and second-hand information, were recognized as key components of credibility in this context.

This study increases the understanding of the complex ways in which young people create information on social media and influence their audiences. The study contributes to information literacy research by offering insights into the under-researched area of information creation. It is among the few studies to examine cognitive authority construction in the information creation process. The notion of authority as constructed through trustworthiness and competence and grounded on different types of information, can be taken into account in practice by information professionals and educators when planning information literacy instruction.

The study investigated the relationship between residual audit fee and real income smoothening, proxied as real operating cash flow and production expenditure smoothing of non-financial firms in Nigeria.

The study relied on secondary data from annual financial statements of 75 firms in the non-financial sector from 2010 to 2019. The study estimated the residual audit fee using a modified model from several contexts to suit the Nigerian environment. The hypotheses were tested using the dynamic panel GMM estimation procedure.

The results showed a significant negative effect of residual audit fee on (real) operating cash flow smoothing and production expenditure smoothing of non-financial firms. The control variables showed mixed effects for the industry-related (firm size and profitability), auditor attribute (audit quality and audit report lag) and the board related (board size and board independence).

The firms included in the analysis were selected based on data availability from MachameRatios® and the occurrence of missing values for some of the variables used in the various estimation models may bias results.

The study identifies the nexus between RAF and real earnings management practices of non-financial firms; and shows the implication of fee payment to the overall conduct of the audit. More so, the mixed findings from the CVs suggest that in the context of developing economies, shareholders and capital markets regulators should be watchful of residual audit fees and utilise it as a gauge for audit quality and also an indicator of opportunism and weak internal control in the firm in the future assessments.

The implication of the study stems from its relevance to the capital market stability and the potential negative disastrous effect of corporate failure from earnings management practices.

The study develops a newly residual audit fee model to explore the effect of RAF on real income smoothing rather than the widely used models from prior literature; secondly, the focus on real activities manipulation may present additional evidence that applies to developing countries rather the widely used accrual measurement technique from an economic bonding perspective.

This study aimed to assess the influence of the community-based campaign on weight loss and healthy lifestyle adoption among Bahrain's adult population.

A cross -sectional self-reported online questionnaire completed in February 2021. The survey evaluated the impact of the community-based campaign health program which includes (exercise, diet plan and psychological eating behavior) weight reduction using social media platforms. The authors employed data from young and middle-aged healthy adults (n = 842) between the ages of 18-55 years, of both sexes. The intervention group (n = 842) was made up of the supporters of the voluntary community initiative called Obesity does not Suit Me (n = 194), and the control group (n = 648) was made up of non-followers of the campaign.

The study showed a statistically significant difference among the followers of the community-based campaign health program in the following parameters: 3.90-4.23 kg less, 1.46-1.59 difference in BMI and 0.05-0.06 WHR. All changes were of low effect size.

Diet and exercise had significant impact on weight, BMI and WHR among the followers of the community campaign. However, more research is required for sponsorship to increase the motivation and rewards for the community campaign.

Mobile dating apps are widely used in the queer community. Whether for sexual exploration or dating, mobile and geosocial dating apps facilitate connection. But they also bring attendant privacy risks. This chapter is based on original research about the ways gay and bisexual men navigate their privacy on geosocial dating apps geared toward the LGBTQI community. It argues that, contrary to the conventional wisdom that people who share semi-nude or nude photos do not care about their privacy, gay and bisexual users of geosocial dating apps care very much about their privacy and engage in complex, overlapping privacy navigation techniques when sharing photos. They share semi-nude and nude photos for a variety of reasons, but generally do so only after building organic trust with another person. Because trust can easily break down without supportive institutions, this chapter argues that law and design must help individuals protect their privacy on geosocial dating apps.

Since its inception, helping behavior has been viewed as a cooperative and affiliative behavior with prudent employee involvement. The paradox of employee involvement, however, implies that helping behavior can be intrusive and obstructive. The primary purpose of this article is to conceptualize helicopter helping as an intrusive and obstructive type of discretionary workplace behavior. In addition, the authors discuss possible antecedents and consequences of helicopter helping.

To conceptualize helicopter helping, the authors utilized the ABI/INFORM Global, Academic Search Complete, Business Source Complete, PsycARTICLES and JSTOR Archive Collection databases focusing on the helping behavior and helicopter parenting research. In particular, the authors applied the hovering nature of helicopter parenting to the conceptualization of helicopter helping exhibited by an employee in the organization. Additionally, the authors discuss antecedents and consequences of helicopter helping by integrating the bright and dark side of helping behavior research.

The authors conceptualize helicopter helping as an employee's excessive involvement in and interference with coworkers' task environment. Based upon the conceptualization of helicopter helping, the authors further propose that the need for achievement, Type-A personality, group rewards, high-performance group norms, a hierarchy organizational culture and strong social ties are possible antecedents of helicopter helping. Furthermore, the authors suggest that helicopter helping can result in reduced organization-based self-esteem, general self-efficacy, group creativity and innovation, quality of social-exchange relationships, learning and development and increased organizational vulnerability.

This article is one of the few studies exploring helping behavior from an intrusive and invasive perspective. Theoretically, the authors advance the dark side of helping behavior literature. Drawing upon the propositions, the authors offer some managerial recommendations that help managers mitigate the intrusive and obstructive type of helping in the organization.