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At the virus' US epicenter, New York City, teachers experienced the impact of the pandemic firsthand in real time. Consistent with intensification (Apple, 1986), as school struggles to adapt to a rapidly changing social and educational landscape, socioemotional stressors and occupational responsibilities increase. Through the metaphoric (Craig, 2018) image of a candle, and using the tools of narrative inquiry (Connelly & Clandinin, 1990) – broadening, burrowing, storying, and restorying – we surface four teachers' lived experiences in a year filled with incredible grief and loss, socio-political-cultural trauma, racial strife, and personal-professional challenges to show their resolve and resiliency to persevere through and beyond burning out.

Since the development of the COVID-19 vaccinations, questions surrounding race have been prominent in the literature on vaccine uptake. Early in the vaccine rollout, public health officials were concerned with the relatively lower rates of uptake among certain racial/ethnic minority groups. We suggest that this may also be patterned by racial/ethnic residential segregation, which previous work has demonstrated to be an important factor for both health and access to health care.

In this study, we examine county-level vaccination rates, racial/ethnic composition, and residential segregation across the U.S. We compile data from several sources, including the American Community Survey (ACS) and Centers for Disease Control (CDC) measured at the county level.

We find that just looking at the associations between racial/ethnic composition and vaccination rates, both percent Black and percent White are significant and negative, meaning that higher percentages of these groups in a county are associated with lower vaccination rates, whereas the opposite is the case for percent Latino. When we factor in segregation, as measured by the index of dissimilarity, the patterns change somewhat. Dissimilarity itself was not significant in the models across all groups, but when interacted with race/ethnic composition, it moderates the association. For both percent Black and percent White, the interaction with the Black-White dissimilarity index is significant and negative, meaning that it deepens the negative association between composition and the vaccination rate.

The analysis is only limited to county-level measures of racial/ethnic composition and vaccination rates, so we are unable to see at the individual-level who is getting vaccinated.

We find that segregation moderates the association between racial/ethnic composition and vaccination rates, suggesting that local race relations in a county helps contextualize the compositional effects of race/ethnicity.

The purpose of this study was to analyze importance of artificial intelligence (AI) in education and its emphasis on assessment and adversity quotient (AQ).

The study utilizes a systematic literature review of over 141 journal papers and psychometric tests to evaluate AQ. Thematic analysis of quantitative and qualitative studies explores domains of AI in education.

Results suggest that assessing the AQ of students with the help of AI techniques is necessary. Education is a vital tool to develop and improve natural intelligence, and this survey presents the discourse use of AI techniques and behavioral strategies in the education sector of the recent era. The study proposes a conceptual framework of AQ with the help of assessment style for higher education undergraduates.

Research on AQ evaluation in the Indian context is still emerging, presenting a potential avenue for future research. Investigating the relationship between AQ and academic performance among Indian students is a crucial area of research. This can provide insights into the role of AQ in academic motivation, persistence and success in different academic disciplines and levels of education. AQ evaluation offers valuable insights into how individuals deal with and overcome challenges. The findings of this study have implications for higher education institutions to prepare for future challenges and better equip students with necessary skills for success. The papers reviewed related to AI for education opens research opportunities in the field of psychometrics, educational assessment and the evaluation of AQ.

This study aims to raise awareness of the importance of the sociological aspects of therapeutic community work, including clarity about the nature of the task, the power of informal interactions between participants and the relevance of leadership.

Applying insights from historical research to present-day practice.

The Northfield experiments offer a number of insights into present-day practice of therapeutic communities and enabling environments. These include clarity about the task, the relevance of participant interactions outside of specifically therapeutic work and the importance of leadership.

The therapeutic community/enabling environments approach has relevance to a wider sector of society than solely the therapeutic. More attention needs to be paid to leadership issues in the therapeutic community movement, as well as the therapeutic power of the mutual support networks amongst those receiving care.

Through the lens of the Northfield experiments, this paper offers a broadening of the sociological nature of therapeutic community practice, arguing that the purpose is to enable greater social adaptability, thereby enhancing relationships and deepening our awareness of ourselves. Implicit in this perspective is the recognition of the power of non-formal interrelationships in the service as well as the importance of leadership. It is also suggested that our experience in this way of working has a value in other organisations such as work places or schools. However, to achieve this, we need to adapt our language appropriately.

This study aims to offer a bibliometric analysis of the already substantial and growing literature on global virtual teams (GVTs).

Using a systematic literature review approach, it identifies all articles in the Web of Science from 1999 to 2021 that include the term GVTs (in the title, the abstract or keywords) and finds 175 articles. The VOSviewer software was applied to analyze the bibliometric data.

The analysis revealed three dialogizing research clusters in the GVTs literature: a pioneering management information systems and organizational cluster, a general management cluster and a growing international management and behavioural studies cluster. Furthermore, it highlights the most cited articles, authors, journals and nations, and the network of strong and weak links regarding co-authorships and co-citations. Additionally, this study shows a change in research patterns regarding topics, journals and disciplinary approaches from 1999 to 2021. Finally, the analysis illustrates the position and centrality in the network of the most relevant actors.

The findings can guide management practitioners, educators and researchers to the most meaningful clusters of publications on GVTs, and help navigate and make sense of the vast body of the available literature. The importance of GVTs has been growing in the past two decades, and Covid-19 has accelerated the trend.

This study provides an updated and comprehensive systematic literature review on GVTs. To the best of the authors’ knowledge, it is also the first systematic literature review and bibliometry on GVTs. It concludes by suggesting future research paths.