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This paper takes stock of developments in, and the state of, the field of comparative and international education at the beginning of the 21st century, using as data base articles published in the journal Comparative Education Review during the second decade of the 21st century and to compare results with a content analysis done on the first 50 years of the existence of the Review and which was published in 2008. The 246 articles that were published in the Comparative Education Review during the decade 2010–2019 were analyzed under the following metrics: levels of analysis of articles; number of units covered by articles; research methods; narrative basis; phase of education articles cover; and mode of education articles deal with. Compared to the first 50 years of the existence of the Review, single-unit national-level studies still dominate the field, though less so. A case can be made out for a deconcentration to allow more space for research at geographic levels both larger and smaller than the nation-state. The most prominent narrative in which articles are framed is that of the social justice narrative. The neo-liberal economic narrative stands strong too, while the poor standing of the human rights narrative is disappointing. Turning to modes and phases of education is concerned, the shadow education system has registered on the comparative and international education research agenda, while there seems to be a modest upswing in interest in pre-primary education. Thoughts about the future trajectory of the field are suggested.

To investigate the effects of supply chain (SC) distance on sustainability adoption, this study aims to advance the way prior studies on SC sustainability presume that SC structures are well-developed and stable. Since SC members face structural voids in different regions, we recognize that the information flow is impacted as SC partners often have limited knowledge of their direct partners. Thus, by studying a multi-stakeholder partnership, this article sheds light on the institutional foundation of sustainability adoption issues largely neglected to date.

A qualitative case study was used with members of an MSP (i.e. a roundtable), to understand the beef SC located in Brazil. Overall, 18 h of interview recordings and notes from 18 h of meeting observations were gathered, equaling 36 h of primary data.

Four dimensions of SC distance (physical, organizational, cultural and institutional) were identified, generating three driving effects on symbolic sustainability adoption and, consequently, a degree of invisibility for beef SC members. The results explain the process of sustainability adoption and highlight that smaller and more upstream suppliers show lower degrees of substantive adoption of SC sustainability practices.

This study investigates how SC distance affects the alignment of SC members in terms of sustainability adoption. By providing reflections on how institutional distance can hinder suppliers from adopting sustainability requirements they received from the SC, this research contributes to shifting from sustainability discourse to real practice and proactive partner engagement.

This paper tries to retrospect the mounting application of machine learning (ML) and artificial intelligence (AI) in the human resource management area. The document applies bibliometric analysis and uses relational techniques to explore dimensions of documents in the field. The results highlight publication trends, most impactful authors, countries and institutes in the research area. The science mapping along with co-citation and bibliometric coupling analysis revealed major developments in the field. The thematic mapping and trend analysis highlighted the past and emerging trends towards significant and impactful research in the areas of robotics, big data, AI and data analytics. This paper sets the base for future researchers by coordinating and combining various past researches to help in understanding the evolution of ML and AI in human resource management and expansion of knowledgebase.

Mentoring supports children, adolescents and young adults on their career paths and presents an important extracurricular educational format. The COVID-19 pandemic created a strong impetus for the deployment of virtual mentoring programs (VMPs), in which mentors and mentees communicate completely or predominantly through information and communication technologies (ICTs). Because it is unclear whether VMPs remain an attractive offer to mentors and mentees in post-pandemic times, this study aims to investigate the specific motivations of mentors and mentees to participate in VMPs and to draw conclusions about the effective design of VMPs.

In a qualitative study, the authors recruited 200 university students for an online survey, in which participants provided text responses regarding their motivations to participate in a youth or academic VMP as a mentor or mentee.

Potential mentors and mentees expect social components in VMPs. However, the results suggest that participants expect less psychosocial compared to career-related support from virtual mentoring, expect meaningful connections to be established only to a certain extent and do not expect role modeling from mentors. Furthermore, participants voiced mixed opinions about the virtual nature of mentoring programs, revealing a general field of tension (i.e. virtuality improves flexibility vs virtuality impairs relationship building). On this basis, design suggestions regarding VMPs are provided.

This study expands existing knowledge about VMPs by analyzing relevant factors when forming the intention to participate in a mentoring program, considering both youth and academic mentoring.

Social live streaming services (SLSS) have infused gamification into interface design and feature applications. Firms adopt gamification mechanisms to win customer loyalty in the live streaming and SLSS markets. Based on the mechanics-dynamics-aesthetics (MDA) framework and uses and gratifications 2.0 theory (UGT 2.0), this study aims to investigate the effects of game mechanics (mechanics) on enjoyment and user retention (aesthetics) through rewards and social interaction (dynamics) in the context of SLSS.

This study used an online survey via Google Forms, SurveyCake and social media platforms like Facebook, Instagram and Line to collect data from 232 SLSS users in Taiwan. Partial least squares structural equation modeling (PLS-SEM) was adopted to analyze the data.

The results validated the relationships between game mechanics and dynamic elements (rewards and social interaction) that triggered aesthetic elements (enjoyment feelings) among users. In addition, users experienced a sense of enjoyment that led to usage retention when using the gamified SLSS. Further, this study found enjoyment crucial for users to stay interactive with gamified services.

Driven by UGT 2.0, this study closed the gaps by integrating the MDA framework into the SLSS context and better understanding how game mechanics are connected to rewards and social interaction, leading to enjoyment and user retention when using SLSS. This study provides fresh insights into gamification-oriented SLSS practices. It offers significant theoretical and managerial implications and provides guidelines for SLSS platform operators on fostering user retention.

This historical example of the creation of the arms industry in the Connecticut River Valley in the 1800s provides new insights into the value of government venture capital (GVC) and government demand in creating a new industry. Since current theoretical explanations of the best uses of governmental venture capital are still under development, there is considerable need for further theory development to explain and predict the creation of an industry and especially those industries where failures in private capital supply necessitates governmental involvement in new firm creation. The purpose of this paper is to provide an in depth historical review of how the arms industry evolved spurred by GVC and government created demand.

This study uses abductive inference as the best way to build and test emerging theories and advancing theoretical explanations of the best uses of GVC and governmental demand to achieve socially required outcomes.

By observing this specific historical example in detail, the authors add to the understanding of value creation caused by governmental venture capital funding of existing theory. A major contribution of this paper is to advance theory based on detailed observation.

The relatively limited research literature and theory development on governmental venture capital funding and the critical success factors in startups are enriched by this abductive investigation of the creation of the historically important arms industry and its spillover into creating the specialized machine industry.

This paper aims to explore the trends in academic research on elder abuse from 1990 to 2023 using bibliometric analysis. It seeks to identify research trends, hotspots and gaps and proposes future research directions.

Using bibliometric analysis method, this study analyzes 2,404 documents related to elder abuse from the Scopus database. Visual analysis is conducted using VOSviewer software to reveal research trends, thematic clusters and their interrelationships.

The study shows a rising concern for elder abuse, especially in nursing homes, domestic settings and among dementia patients. However, research on prevention and intervention measures is lacking, despite increasing international collaboration. Yet, deeper exploration of cross-cultural and regional differences remains limited.

This study reveals that improving care conditions for nursing home residents and dementia patients requires increased funding, professional training for caregivers, the strengthening of regulations and the establishment of clear guidelines for reporting abuse. Additionally, promoting international cooperation, sharing best practices, raising public awareness and supporting ongoing research are essential measures to ensure the safety and dignity of older adults.

To the best of the authors’ knowledge, this study represents the first systematic review of elder abuse research using bibliometric analysis, providing researchers and policymakers with a comprehensive knowledge framework of the field’s development trends and research hotspots.