This study examines modelling with machine learning. In the context of a yearlong data science course, the study explores how upper secondary students apply machine learning with Jupyter Notebooks and document the modelling process as a computational essay incorporating the different steps of the CRISP-DM cycle. The students' work is based on a…

Despite growing calls to develop data science students' ethical awareness and expand human-centered approaches to data science education, introductory courses in the field remain largely technical. A new interdisciplinary data science program aims to merge STEM and humanities perspectives starting at the very beginning of the data science…

Firms desire graduates capable of executing current and future business practices, many of which revolve around data. To meet those needs, we shifted the orientation of our required information systems course from technology to data. Instead of a survey of information systems, students learn the data acquisition-preparation-mining-presentation…

Social research is rich in methods for analysing societal differences. Yet, although qualitative characteristics are a key component to understanding such differences, the analysis of qualitative data remains a major methodological challenge in most social research, particularly when aiming to compare more than a few cases. The article proposes an…

College-educated white women across social classes support and uphold racism. Using narrative methods in a secondary analysis, we, as two white women, explored how white non-trans women make meaning of social class using the revised model of multiple dimensions of identity (RMMDI; Abes et al., 2007) as positioned within the context of white…

Since the beginning of the COVID-19 pandemic, faculty members have faced a changed and challenging environment. They were faced with reallocating their time across various teaching, research, and service responsibilities; adjusting their teaching format, testing, and labs; and dealing with reduced access to the resources they needed to teach…

For students pursuing a postsecondary education, where they go is as important as whether they go. National College Attainment Network ("NCAN") member programs and college access programs more broadly often inform students about their likelihood of completing a degree at their prospective postsecondary destinations as part of the…

Research from Complete College America has shown that the majority of students don't take enough credits to complete their degree on-time. While there are many factors that contribute to this, a student's ability to access the courses they need, when they need them plays a critical role in this discussion. Similarly, research has found that 65% of…

This technical report provides an overview of the datasets and methodology used in the main report, "Investigating the Potential Use of Long-Term School and College Destination Measures. Final Report" (see ED619071). The purpose of the main report is to investigate the potential for using Department for Education's (DfE's) Longitudinal…

Higher education institutions across the country have examined equity in education outcomes through disaggregating student demographic data. However, it is not as common for academic institutions to also examine student learning outcomes for inequities in student learning. The current study explores what the greatest contributors are for the lack…

Schooling experiences for Black students in the US have been shaped historically by anti-education laws, mandates, and initiatives that sustain unjust systemic practices and policies. These practices and policies often stagnate academic progress and have led to institutional deficits and the normalization of deficit-orientations towards students…

A 2001 legislative budget proviso originally established the Washington State School Safety Advisory Committee and School Safety Center to address the complexities of school safety. House Bill (HB) 1216 (2019) revised the School Safety Center and placed it in state law, transforming the School Safety Advisory Committee into the new School Safety…

This autoethnography analyzes how my life experiences both as a student and as an educator in this community influenced my principalship and my efforts to open a new elementary school focused on college and career readiness. The aim of this dissertation was to utilize an autoethnographic method to examine the process of opening a new elementary…

This case study identifies college outcomes data transparency and accountability beliefs held by policy-makers, higher education associations, advocacy groups, think tanks, and other actors in the federal higher education policy domain, as well as how these beliefs have changed since the last reauthorization of the Higher Education Act in 2008.…

There has been substantial scholarly attention given to teachers' functioning over the past two decades. Much of this attention has been precipitated by accounts of increasing teacher burnout and attrition from the profession. Central to this scholarly focus has been the construct of teacher self-efficacy, which has been shown to be a predictor of…