Although numerous survey-based studies have found that students who identify as lesbian, gay, bisexual, or questioning (LGBQ) have elevated risk for many negative academic, disciplinary, psychological, and health outcomes, the validity of the types of data on which these results rest have come under increased scrutiny. Over the past several years,…

Performance prediction is a leading topic in learning analytics research due to its potential to impact all tiers of education. This study proposes a novel predictive modeling method to address the research gaps in existing performance prediction research. The gaps addressed include: the lack of existing research focus on performance prediction…

The purpose of this study is to identify if gender differences exist with respect to conviction of university students for academic dishonesty. To investigate this phenomenon, data from the Swedish National Agency for Higher Education (SNAHE) and from disciplinary boards of several Swedish universities were evaluated from a gender perspective. To…

This case study describes the creation process for a mixed methods study from 2009 to 2011, examining for the first time gender differences in how undergraduate students create videos for online platforms such as Facebook and YouTube. I conducted this research for my doctoral dissertation at the University of Pennsylvania's Graduate School of…

Purpose: In an era of unprecedented student measurement and emphasis on data-driven educational decision making, the full potential for using data to target resources to students has yet to be realized. This study explores the utility of machine-learning techniques with large-scale administrative data to identify student dropout risk. Research…

As enrolment in online courses has grown and LMS data has become accessible for analysis, researchers have begun to examine the link between in-course behaviours and course outcomes. This paper explores the use of readily available LMS data generated by approximately 700 students enrolled in the 12 online courses offered by Pamoja Education, the…

Procrastination appears to be an inevitable part of daily life, especially for activities that are bounded by deadlines. It has implications for performance and is known to be linked to poor personal time management. Although research related to procrastination as a general behavior has been well established, studies assessing procrastination in…

Based on eighth-grade writing assessment data from the 1998 (N = 20,586) and 2007 (N = 139,900) National Assessment of Educational Progress (NAEP), this study examines the relationships among students' writing attitudes, learning-related behaviors, and gender in relation to writing performance. Overall, the effects of attitudes were slightly…

This paper demonstrates the meaningful application of learning analytics for determining dropout predictors in the context of open and distance learning in a large developing country. The study was conducted at the Directorate of Distance Education at the University of North Bengal, West Bengal, India. This study employed a quantitative research…

Background/Context: Parents, policymakers, and researchers uphold that missing school has negative implications on schooling success, particularly for students in urban schools. However, it has thus far been an empirical challenge within educational research to estimate the true effect that absences have on achievement outcomes. This study…

Background: The literature regarding the use of restraint and seclusion in schools is scant, perhaps due to the controversial nature of the topic. With few exceptions, schools have not published policies or data regarding these procedures even when doing so would further the discussion about standards for staff training, student safety, and…

This paper examines the role of educators as it relates to the reporting process of bullying incidents. Since bullying behaviors have negative effects on student health and educators have regular contact with students, this study looks at teacher perceptions of bullying behaviors and how these perceptions influence the reporting process. Using the…

One frequently held assumption found within the school discipline literature suggests that students of color- particularly African American, male, low-income populations- are at an increased risk of receiving exclusionary discipline sanctions. Aside from race, gender, and socioeconomic status; however, less is known about other factors that…

The 13th iteration of the International Conference on Educational Data Mining (EDM 2020) was originally arranged to take place in Ifrane, Morocco. Due to the SARS-CoV-2 (coronavirus) epidemic, EDM 2020, as well as most other academic conferences in 2020, had to be changed to a purely online format. To facilitate efficient transmission of…

Students who feel positively about their education, have a sense of belonging in school, and maintain good relationships with students and staff generally feel connected to their schools. In fact, 63 percent of Coos youth report feeling this way. It is one of the most important factors in promoting socio-emotional well-being and positive youth…