The system architecture of big data in massive open online courses (BD-MOOCs System Architecture) is composed of six components. The first component was comprised of big data tools and technologies such as Hadoop, YARN, HDFS, Spark, Hive, Sqoop, and Flume. The second component was educational data science, which is composed of the following four…

Academic risk taking is a strategy where students engage in more difficult, challenging work in order to reap greater personal or community benefits, despite uncertainty, such as potential failure. A sample (N = 355) of college students from a Midwest university were measured on three dimensions of academic risk-taking as well as two motivational…

This study examined the perceptions and lived experiences of student conduct hearing officers relative to the frequency and challenge of student concerns they observe in their roles on small, private college campuses. Using a framework of systems theory and perception theories to inform the work, as well as decades of existing literature, the…

The purpose of this study was to gain an understanding of how novice, nontraditionally certified teachers learn classroom management skills and address challenging student behaviors. Alternative teacher preparation programs aim to prepare entry year teachers for the classroom as quickly as possible. While alternative certification programs aim to…

This paper uses Rittel and Webber's categorisation of "wicked problems" in order to interrupt discourses around school behaviour. Each of the 10 characteristics suggested by Rittel and Webber are examined using the English education system as a vehicle by which to consider and interrogate their complexity. This endeavour is crucial as…

Engaged and disengaged behaviors have been studied across a variety of educational contexts. However, tools to analyze engagement typically require custom-coding and calibration for a system. This limits engagement detection to systems where experts are available to study patterns and build detectors. This work studies a new approach to classify…

The overall objective of this study was to investigate the longitudinal association between diffusion of responsibility and pro-aggressive bystander behavior across three time points in upper elementary education. This three-wave longitudinal study included 1905 Swedish students who completed a questionnaire in at least one of the three waves: the…

Purpose: The purpose of this paper is to apply systems modeling to explore the usability of the online learning platform in the future compared to its usefulness during the pandemic era. Design/methodology/approach: The applied systems research methodology has been used to develop a stock-flow model encompassing enablers and constraints for…

One in three students suffers from at least one common mental disorder highlighting the high prevalence of health issues in higher education. At the same time, every third student drops out of university without achieving their degrees. Nevertheless, connections between health and students' dropout behavior have hardly been investigated. Grounding…

The COVID-19 pandemic affected and continues to modify students' social life and as a result may impact their long-term development. This study is a part of a larger research project focused on the psychological impacts of the COVID-19 pandemic on university students. For this manuscript, we employed content analysis to analyze 1,327 quotes…

Purpose: This methodological study describes a technique for extracting information from deidentified electronic health records (EHRs) to identify occurrences of permanent unilateral hearing loss (UHL) and associated educational comorbidities. Method: This was an exploratory methodological study utilizing approximately 3.3 million de-identified…

Doctoral advising serves a pivotal role in graduate education but is too often rooted in power inequities that have adverse impacts. In this narrative inquiry study, we examined how 28 doctoral students in STEM fields navigated power in their advising relationships through the context of their decision to switch advisors. We found that Ph.D.…

This paper argues that traditional threshold-based approaches to the analysis of pauses in writing fail to capture the complexity of the cognitive processes involved in text production. It proposes that, to capture these processes, pause analysis should focus on the transition times between linearly produced units of text. Following a review of…

Given the prevalence of misconduct in research and among students in higher education, there is a need to create solutions for how best to prevent such behaviour in academia. This paper proceeds on the assumption that one way forward is to prepare students in higher education at an early stage and to encourage a smoother transition from academic…

Examination dishonesty is a global problem that became particularly critical after the outbreak of the COVID-19 pandemic and the shift to remote learning. Academic research has often examined this phenomenon as only one aspect of a broader concept of academic dishonesty and as a one-dimensional construct. This article builds on existing knowledge…