State of the Research on Artificial Intelligence Based Apps for Post-Secondary Students with Disabilities

We conducted a general Google search and a scoping review of various types of artificial intelligence (AI) based technology – mobile, web-based, software, hardware – used by college and university students to do schoolwork. The main findings indicate that (1) there is no generally agreed upon definition of AI, and (2) there is a huge discrepancy between the popular press articles that are behind the AI hype and the scientific literature. The popular press provides an overview of the AI tools available to students with disabilities and discusses how students can use these tools. The scientific literature is primarily devoted to tool development and has poor methodology. We conclude that the potential of AI for post-secondary students with disabilities is enormous, but that informed research about these tools is scant, with a profound lack of demonstrated scalability. Research needs to address “real-world” uses of AI-based tools by post-secondary students with disabilities.

Using a Connectedness Cycle to Create a Paradigm Shift in Work and Education

If the global pandemic has taught us one thing, it is that humans have an innate need for connection. Many people sought connections within work communities, neighborhood groups, faith-based groups, communities of like-minded educators, or communities of post-secondary students. Often, these communities took to the internet in order to remain connected, using digital resources and virtual platforms, including social media, that allowed for interpersonal communication and feelings of connectedness. Regardless of the type of community to which members of society strived to belong, or the methods chosen in an attempt to maintain connectedness, this need for connection was, and is, inherent to all of society. The purpose of this chapter is to present the notion of the connectedness cycle, clarify its subcomponents, and provide clear and specific examples and strategies as to how connection can create a paradigm shift in both the workplace and in education environments.

Sense of Belonging and Social Climate in an Official Language Minority Post-Secondary Setting

Perceived sense of belonging and positive social climate on campus are crucial elements for post-secondary students, as they contribute to academic achievement, positive mental health, and help-seeking. Few studies have explored post-secondary students’ sense of belonging and perceptions of social climate in an official language minority campus, which attract Canadian-born francophones, anglophones who pursue higher education in their second language, and francophone international students. With declining student mental health and greater ethnolinguistic diversity of post-secondary students on Canadian campuses, this important study aims to explore francophone students’ perceived sense of belonging and social climate on campus. In total, 35 students from different ethnolinguistic backgrounds took part in focus groups or individual interviews. Domestic students with French as their first language more often reported positive social climate on campus and a sense of belonging, in contrast to international students and students with French as a second language. A common obstacle to connecting with others was language insecurity in one of the official languages, as both are currently used on campus. Universities hosting students of multiple linguistic diversities should provide courses and campus events to stimulate intercultural knowledge and dialogue.

Post-secondary Student Mental Health During COVID-19: A Meta-Analysis

The COVID-19 pandemic has posed notable challenges to post-secondary students, causing concern for their psychological well-being. In the face of school closures, academic disruptions, and constraints on social gatherings, it is crucial to understand the extent to which mental health among post-secondary students has been impacted in order to inform support implementation for this population. The present meta-analysis examines the global prevalence of clinically significant depression and anxiety among post-secondary students during the COVID-19 pandemic. Several moderator analyses were also performed to examine sources of variability in depression and anxiety prevalence rates. A systematic search was conducted across six databases on May 3, 2021, yielding a total of 176 studies (1,732,456 participants) which met inclusion criteria. Random-effects meta-analyses of 126 studies assessing depression symptoms and 144 studies assessing anxiety symptoms were conducted. The pooled prevalence estimates of clinically elevated depressive and anxiety symptoms for post-secondary students during the COVID-19 pandemic was 30.6% (95% CI: 0.274, 0.340) and 28.2% (CI: 0.246, 0.321), respectively. The month of data collection and geographical region were determined to be significant moderators. However, student age, sex, type (i.e., healthcare student vs. non-healthcare student), and level of training (i.e., undergraduate, university or college generally; graduate, medical, post-doctorate, fellow, trainee), were not sources of variability in pooled rates of depression and anxiety symptoms during the pandemic. The current study indicates a call for continued access to mental health services to ensure post-secondary students receive adequate support during and after the COVID-19 pandemic.Systematic Review Registration: PROSPERO website: https://www.crd.york.ac.uk/prospero/, identifier: CRD42021253547.

Effect of the COVID-19 outbreak and lockdown on mental health among post-secondary students in the Grand Est region of France: results of the PIMS-CoV19 study

Background The COVID-19 epidemic has sent students around the world in to lockdown. This study sought to assess the prevalence of impaired self-perceived mental health and identify associated factors among French post-secondary students during the lockdown. Methods A cross-sectional study was conducted among French students living in the Grand Est area in France from May 7 to 17, 2020 during the first lockdown. An online survey was used to collect sociodemographic data, learning and teaching conditions, living conditions, and exposure to COVID-19, and self-perceived mental health was assessed with mental composite score (MCS) of the SF-12. Results Overall, 4018 were analyzed. Most participants were female (70.7%), and the mean age was 21.7 years (SD 4.0). The mean MCS score was 44.5 (SD 17.3). Impaired mental health, defined by a MCS < 1st Quartile, was mainly associated with female sex; decreased time for learning; not having access to the outside with a garden, a terrace or a balcony; difficulties with the living situation and having someone in the home affected by the SARS-COV2 requiring hospitalization or not. Conclusions This study showed that living conditions during lockdown had a clear impact on the mental health of French post-secondary students. There is a need to improve prevention and to access distance education as well as an urgent need for measures to develop healthy coping strategies for students. This is significant challenge and will assist in moderating the risk for the development of further distress and mental health concerns.