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This paper aims to describe the “InDO: Institute Demographic Ontology” and demonstrates the InDO-based semiautomated process for both generating and extending a knowledge graph to provide a comprehensive resource for marginalized US graduate students. The knowledge graph currently consists of instances related to the semistructured National Science Foundation Survey of Earned Doctorates (NSF SED) 2019 analysis report data tables. These tables contain summary statistics of an institute’s doctoral recipients based on a variety of demographics. Incorporating institute Wikidata links ultimately produces a table of unique, clearly readable data.

The authors use a customized semantic extract transform and loader (SETLr) script to ingest data from 2019 US doctoral-granting institute tables and preprocessed NSF SED Tables 1, 3, 4 and 9. The generated InDO knowledge graph is evaluated using two methods. First, the authors compare competency questions’ sparql results from both the semiautomatically and manually generated graphs. Second, the authors expand the questions to provide a better picture of an institute’s doctoral-recipient demographics within study fields.

With some preprocessing and restructuring of the NSF SED highly interlinked tables into a more parsable format, one can build the required knowledge graph using a semiautomated process.

The InDO knowledge graph allows the integration of US doctoral-granting institutes demographic data based on NSF SED data tables and presentation in machine-readable form using a new semiautomated methodology.

The COVID-19 pandemic has impacted the functioning of education systems in a multitude of ways. In Ireland schools closed on March 12th and remained closed for the remainder of the academic year. During this time educators engaged with students, families and colleagues in new and diverse ways. The purpose of this study was to explore educators' experiences during the closures, particularly regarding the impact of the pandemic on the wellbeing of students, school staff and wider school communities.

A series of one-to-one interviews, lasting approximately one hour, were conducted in July 2020 with 15 education professionals online via Zoom or Microsoft Teams. Participants occupied various roles (classroom teacher, school leader, special educational needs coordinator, etc.) and worked in a diverse range of communities in Ireland. Qualitative data from interviews were transcribed and emergent themes identified through an inductive followed by deductive analytic approach.

The interviews highlighted the central role that schools play in supporting their local communities and the value teachers place on their relationships with students and families. Many teachers and school leaders found themselves grappling with new identities and professional boundaries as they worked to support, care for and connect with the students and families they serve. There was considerable concern expressed regarding the plight of vulnerable or marginalised students for whom the school ordinarily offered a place of safety and security.

The findings reveal how COVID-19 has exacerbated pre-existing inequalities and the central role of schools in promoting the health and wellbeing of all its members.

The current paper is part of a larger scoping review project investigating the intersection of leader(ship) identity development and meaning-making. In this review, we analyzed 100 articles to determine the current extent of literature that covers the intersection of leader(ship) identity development, meaning-making and marginalized social identities.

A review of the extant literature is included, and a conceptual model is suggested for further exploration into this critical and under-researched domain.

More research is needed at the intersection of leadership identity development, meaning-making and marginalized social identities.

As this area of study has expanded, scholars have noted an absence of research on the effect of multiple social identities, especially marginalized identities, on meaning-making and leadership identity construction.

This study aims to analyze to what extent distance education is feasible and efficient with the limited technological infrastructure in Egypt. The study answers this question from the perspective of households' preparedness level regarding possessing information and communication technologies (ICTs). In addition, it assesses whether the pattern of students' ICT ownership is influenced by disability- and socioeconomic-based inequality in education and whether the pattern of ICT ownership exacerbates such biases.

A three-stage probit model with double sample selection (PMDSS) was applied to estimate the factors likely to influence ICT possession, considering the selection process for school enrollment and education continuation. The authors utilized nationally representative data from the Egypt Labor Market Panel Survey 2018.

About 40% of students aged 12–25 did not have ICTs. Most socioeconomically poor households, particularly those living in Upper Egypt, were the least likely to obtain ICTs and rely on distance education. In addition, female students, particularly those with disabilities, had the lowest chance of benefitting from distance learning.

The persistent structural deprivation of school enrollment and educational progression has led to the positive selection of well-off children in education, which is extended to ICT possession and internet use. Without addressing these structural biases, the study suggests that distance education will likely exacerbate educational inequalities.

The study analyzed the extent to which Egyptian families were prepared in 2018 regarding ICT possessions for distance education for their children, particularly those with disabilities. Furthermore, it investigated whether access to distance learning was influenced by disability- and socioeconomic-based inequalities in education.

Historically minoritized students are routinely silenced in classroom settings. This study aims to explore whether open annotations encourage students with historically minoritized gender/racial/ethnic identities to share knowledge and ideas. In addition, this study explores how the intersectionality of student identities relates to their experiences of open annotation and assess gendered and racialized achievement of student learning objectives.

This study uses mixed methods to examine the use of an open annotation tool (Perusall) to foster the redistribution of epistemic authority and more equitable interactions in science, technology, engineering, and math and humanities courses at the intersection of environmental and social justice issues. The study design draws on illustrative case study methods to assist others in seeing the potential and considerations in using a similar pedagogical approach.

An open annotation tool like Perusall can foster more equitable interactions for historically minoritized students. Women reported that open annotations deepened knowledge and engagement with the source and their peers. Women of color, in particular, acknowledged the benefits of social annotations as a tool that redistributes epistemic authority. Conversely, men were more likely to comment on dissatisfaction with grading.

This study suggests the value of open annotation as an effective and accessible method to foster inclusive classrooms. Through examining epistemic authority in social annotations, this study provides a novel approach to addressing the disengagement of historically minoritized students.

This study aims to identify the factors affecting the political participation of Jordanian university students, especially their voting in national and local elections. The study examines the impact of gender, age, family income and regional affiliation that represent important social and economic factors affecting political participation on the voting of Jordanian university students.

Quantitative research method was used in this study. The study population contained three Jordanian universities representing the various segments of the Jordanian society: Al-Al Bayt University (Northern Region), Jordanian University (Central Region) and Mu'tah University (Southern Region). The study relied on a purposive sample of 900 students, 300 students per university (150 males and 150 females). The survey was conducted in the academic year 2018-2019. A questionnaire reviewed by two jurors (peer reviewers) was used to collect the data.

The study concluded that the gender, age, family income and regional affiliation factors affect the voting of Jordanian university students in national and local elections. The more the gender varies, the more the voting shifts in favor of males students. The more the age varies, the more the voting shifts in favor of older students. The more the family income varies, the more the voting shifts in favor of high-income students. The more the regional affiliation varies, the more the voting shifts in favor of Jordanians students.

This study is an approach to interpret the factors affecting voting of Jordanian university students, such as gender, age, family income and regional affiliation, which led to different voting in the national and local elections.

This integrative literature review aims to explore themes within higher education that may be applicable to leadership education including: descriptions of trauma, trauma-informed practices and trauma-informed practitioners.

Integrative, systematic literature review.

The results suggest that trauma and trauma-informed practices may have a place in leadership education pedagogy.

There is no work being done in trauma informed practice in leadership education. This study provides future direction for both research and practice.

In this article, we highlight ways in which disability critical race theory (DisCrit) (Annamma et al., 2013), inclusive education and community-based participatory research (CBPR) can be used within professional development schools (PDS) to provide students with disabilities with more access to inclusive classrooms. At a grade 4–6 elementary school, we developed a model of a critical PDS to promote inclusive education and facilitate the transition of students of color with disabilities from self-contained to inclusive classrooms. We conducted semi-structured interviews and used action plan meetings with school administrators, teachers, professionals and students with disabilities and their parents to assess the impact of our critical PDS model. Findings suggest this model had a positive impact on administrators’ and teachers’ critical consciousness, ideological and instructional practices, students of color with disabilities’ social, academic and personal outcomes, as well as a schoolwide culture of inclusion and social justice. This study can inform tailored professional development efforts to improve educators’ inclusive practices.

We conducted semi-structured interviews and used action plan meetings with school administrators, teachers, professionals and students with disabilities and their parents to assess the impact of our critical PDS model.

The findings of this study suggest this model had a positive impact on administrators’ and teachers’ critical consciousness, ideological and instructional practices, students of color with disabilities’ social, academic and personal outcomes, as well as a schoolwide culture of inclusion and social justice.

This study can inform tailored professional development efforts aiming to improve educators’ inclusive practices.

We developed a model of a critical PDS to promote inclusive education and facilitate the transition of students of color with disabilities from self-contained to inclusive classrooms.

The study explores government primary school students' remote learning experience during school closures due to COVID-19.

A qualitative approach and semi-structured interviews were employed for data collection. The study used a snowball sampling procedure to select 24 participants.

This study shows that students experienced setbacks in learning due to not having access to resources. Besides, online classes were expensive as they were not able to buy devices, internet package and other resources to participate in the remote classes. Since many students were unable to access digital media and get parental and teacher support for education, students' engagement in learning was very low. Moreover, the paucity of learning due to school closures has lowered students' motivation for learning. The study also contributed to understanding children's emotional attachment with the schools and how the closure affected their well-being. The results indicate that the students, teachers and parents did not have a positive experience with remote teaching–learning and the modalities did not contribute to continuing with meaningful learning.

The remote learning experience shared in this study can be used to inform policymakers, educators and stakeholders exploring remote learning solutions in low-resource contexts. This study contributes to understanding the skills and competencies teachers require to support children's learning during any crisis.

The Women in Leadership Development (WLD) Initiative is a year-long, multifaceted co-curricular leadership development opportunity created to support the unique developmental needs of emerging women leaders. WLD was intentionally designed around the context of second-generation gender bias with a firm grounding of research and theory on gender and leadership.

Organized around three leadership pathways – leadership training, leadership coaching, and leadership support networks – WLD brings together the best practices of leadership development in combination with feminist pedagogy and critical perspectives to foster meaningful and impactful development of women leaders.

This paper describes the design of the initiative and how each leadership pathway supports the leadership development journey for emerging women leaders. It provides a model that is impactful as well as foundational, for undergraduate women’s leadership development.

Women leaders, in particular, can benefit from leadership development that takes gender into account (DeFrank-Cole & Tan, 2022a; Ely et al., 2011).