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The purpose of this paper is to understand US federal government policy during the early stages of the COVID-19 pandemic and the connections to graduate education. Using the multiple streams framework, the paper outlines these actions through various streams (problems, policy and political) and perspectives (defining problems, articulating options and mobilizing responses).

The primary sources of data collected for this study were US federal government policies from March 2020 through May 2021. Policies were examined through introduction, implementation and alteration (when possible) within the specific time period of the study. The policies outlined in this paper were connected to the US Department of Education, and to a lesser extent, the National Institutes of Health, the National Science Foundation and other federal agencies. Data analysis was a two-fold process. First, the individual policy was considered as a single case and second, a cross-case comparison occurred across the multiple cases.

Analysing the study’s data in the problem stream provides a strong indicator of how the pandemic was perceived as a challenge for US graduate education. The pandemic served as a focusing event and illuminated the connections of graduate education to key institutional functions, including research and teaching. Broadly, US federal policy actions in this area focused on giving institutions resources and flexibility to support graduate students and allow them to continue their academic work while also seeding funding and incentives to continue the movement of knowledge, activities and people in the research pipeline. Actions in the policy stream aligned with the decentralized nature of the US higher education system and allowed for choice by academic institutions within the parameters of options.

This paper extends extant literature related to policy-making and graduate education to consider policy-making during a time of crisis. The paper offers methodological and conceptual ideas for consideration in future research.

The purpose of this paper is to provide readers with a deeper theoretical understanding of liminality, its utility in understanding the experiences of graduate student researchers and how being explicit about the liminal nature of the graduate student experience can be especially impactful for students from marginalized communities.

This conceptual paper examines liminality as an essential component of researcher identity development and how an awareness of this liminality relates to effective and inclusive librarian support of graduate student researchers. The authors explore the affective and academic implications of operating in this liminal state and how direct acknowledgment of this inbetweenness, especially within the spaces of classroom instruction and research consultations, can be leveraged as an inclusive practice. The authors ground this exploration in critical pedagogy.

Graduate student researchers often operate in an unacknowledged liminal state, which causes students to question the importance of their previous knowledge and life experiences and feel discouraged and uncertain about their potential place in academia. This is particularly damaging to students from communities that have been traditionally marginalized and excluded from higher education.

The authors are liaison librarians to education and health sciences at a large, minority-serving, urban research institution in the western USA and draw on their experience supporting students in disciplines that include many students returning to graduate studies after substantial professional experience. This work makes a contribution to library and information studies by focusing on the concept of liminality. The authors offer a conceptual perspective on liminality relative to librarians and their support role in the graduate student experience.

This study leverages social network analysis (SNA) to visualise the way students interacted with online resources and uses the data obtained from SNA as features for supervised machine learning algorithms to predict whether a student will successfully complete a course.

The exploration and visualisation of the data were first carried out to gain a better understanding of the students, the course(s) each student was enrolled in and each course’s virtual learning resources. Following this, the construction of the social network graphs was performed to depict how each student behaved online before the degree centralities were computed for each of the nodes in a social network graph. Data pre-processing to assign labels based on the final result a student obtained in a course was then performed before we trained and tested models to predict which students did or did not graduate.

The study’s findings demonstrate that the constructed predictive model has good performance, as shown by the accuracy, precision, recall and f-measure metrics. The outcomes also showed that students’ use of online resources is a crucial element that influences how well they perform in their academics.

The similarity index is as low as 9%.

The study aims to ratify skills necessary to bridge the gap between the existing models and emerging needs of a technology-enabled workspace; especially in the Indian context.

This paper extends the ongoing debate on a relevant employability framework suitable both for higher education institutes and corporates. To remain resilient to future catastrophes similar to the ongoing pandemic, the relevancy of established employability skills to suit the changing scenario needs to be established.

The partial least squares (PLS) technique has been used to present a framework confirming the importance of digital competencies, business fundamentals and behavioral skills. In-depth discussions with specialists ratified the proposed framework and recommended potential changes in curriculum and pedagogy.

This study validates an explicit and comprehensive employability skill framework and useful recommendations in teaching strategies, which may provide a broad skill base for graduates to prepare for the volatile business environment in the long run.

The study has been able to put forth significant employability skills as deemed significant by the three stakeholders. This will provide guidance to higher educational institutions (HEIs) to come up with a broad skill-base for the fresh graduates and prepare them for the volatile business environment and encourage life-long learning to remain productive in the long run.

The study is unique as it incorporates the perceived importance of the competencies assumed by each stakeholder, namely, employers, faculty and management graduates, which was unfortunately lacking in earlier researches.

This paper aims to investigate the role of multidisciplinary course requirements in shaping student attitudes toward sustainability and education for sustainable development. Previous research indicates that students conceptualize sustainability based on their academic discipline; thus, this research investigates whether there is a difference in student attitudes toward sustainability at Grenfell Campus, Memorial University of Newfoundland, where students are encouraged to cross the borders of their academic disciplines.

This research reports on the findings from a mixed-methods study to assess the impact of program requirements on student attitudes toward sustainability and education for sustainable development at Grenfell Campus, Memorial University of Newfoundland. In phase one, an anonymous survey was administered to students regarding their perceptions and attitudes toward sustainability and education for sustainable development. The survey yielded 100 usable responses. Phase 2 consisted of a series of 10 semi-structured expert interviews with key faculty and staff at Grenfell Campus and a representative from the City of Corner Brook, which gave further insights regarding sustainability programming and campus culture.

Contrary to previous research, the results of this research indicate that the School of Study does not have a statistically significant impact on student attitudes toward sustainability. This may be attributed to Grenfell Campus’s Breadth of Knowledge requirement within the School of Arts and Social Science and the School of Science and the Environment, which requires that students take elective courses from a broad range of subject matter to develop their holistic awareness of social, cultural, scientific and political issues.

The results of this research indicate that students who are exposed to broad multidisciplinary requirements may be more likely to have positive attitudes toward sustainability than students who focus on a single discipline.

A limited number of studies investigate the impact of core program requirements on student attitudes toward sustainability. This paper promotes an effective way of raising sustainability-literate young people/citizens in a Canadian higher education context.

In the current labour context, employability is an important tool for recently graduated who are entering the labour market and must face major challenges that include a decrease in job opportunities, the rapid evolution of technology, and the need for lifelong learning.

This study analyses the impact of the socio-emotional competencies of 470 senior students and graduates of five engineering majors at a higher education institution in Medellín, Colombia. In the sample examined, the data were analysed using inferential statistics and structural equation modelling (SEM).

Emotional intelligence (EI) was proven to be a predictor of engineers' employability, which, in turn, depends on three factors: personal strengths that increase employment potential, self-perceived employment opportunities, and career development as a realization of employment potential.

These results show that the higher education system should implement activities to develop students' EI competencies, thus providing them with powerful tools to deal with different situations in the labour market.

This study examines two crucial aspects of employability in the tourism industry, with a particular emphasis on contemporary advancements. The first aspect pertains to the emerging demands in the employability sector of the tourism industry, driven by technological advancements. Given the evident nature of this emerging trend, it is imperative to possess a robust infrastructure and comprehensive knowledge. The second aspect is to evaluate the level of education that industry employees receive in relation to the tourism sector in order to ensure sustainable development.

The study employed a thematic literature review to evaluate the significance of tourism education on employability and the necessity of adopting technology.

The findings deviate from the extensive literature search showed that Higher Education Institutions should prioritise ensuring that the new generation’s technological capabilities align with the traditional curricula in their respective fields, given the widespread use of personal computers and smartphones. Ultimately, students are increasingly expecting that technology will significantly impact their educational experiences and modes of communication for their future careers.

It is widely acknowledged that the most efficient approach to fostering learning is to exert authority over the learning setting, and educators should generate learning prospects for students rather than merely transmitting information and facts.

This review assesses two key aspects of employability in the tourism industry, focussing on recent technological advancements and the necessary skills for students' future careers.

This study aims to assess the spread of environmental literacy graduation requirements at public universities in the USA, and to highlight factors that mediate the adoption of this curriculum innovation.

The author analyzed the undergraduate general education curriculum requirements at all 549 public BA-granting higher education institutions in the USA between 2020 and 2022.

The study found that only 27 US public universities out of 540 have an environmental literacy graduation requirement, which represents 5% of universities and is substantially lower than previous estimates.

First, this study provides a more complete, more reliable and more current assessment of the graduation requirement’s presence at US tertiary institutions, and shows the number of universities that have implemented this innovation is lower than was estimated a decade ago. Second, it draws from the scholarship on the infusion of sustainability into the university curriculum to provide a comprehensive discussion of factors that mediate the pursuit and implementation of the graduation requirement. As well, it identifies factors that played a key role in one pertinent case.

Data literacy empowers college students, equipping them with essential skills necessary for their personal lives and careers in today’s data-driven world. This study aims to explore how community college students evaluate their data literacy and further examine demographic and educational/career advancement disparities in their self-assessed data literacy levels.

An online survey presenting a data literacy self-assessment scale was distributed and completed by 570 students at four community colleges. Statistical tests were performed between the data literacy factor scores and students’ demographic and educational/career advancement variables.

Male students rated their data literacy skills higher than females. The 18–19 age group has relatively lower confidence in their data literacy scores than other age groups. High school graduates do not feel proficient in data literacy to the level required for college and the workplace. Full-time employed students demonstrate more confidence in their data literacy than part-time and nonemployed students.

Given the lack of research on community college students’ data literacy, the findings of this study can be valuable in designing and implementing data literacy training programs for different groups of community college students.

This research explores the key factors that contribute to the success of Black students in a predominantly White institution (PWI). Two measures of success are examined: cumulative grade point average (GPA) and graduation status.

Using student-level data from a southeastern university, this research estimates education production functions using ordinary least squares regression.

While the negative effect of being Black is significant for both cumulative GPA and graduation status, the effect becomes overshadowed when peer effects are added. The authors also found the critical effect of institutional support on student success.

The student-level data are restricted to a single institution over a relatively short period of time, which limits the authors' ability to analyze institution-level factors.

This research provides a broad view of many significant factors for student success with particular highlights on the importance of encouraging Black students to utilize institutional support.

This study is an extension of the education production function model in the field of student success. The study identified peer effects and institutional support as more powerful determinants of student success than race.