There are over one million school-age children in Missouri, and we estimate 61,000 (6% of all school-age children) are homeschooled. Missouri is one of 29 states that does not require homeschooling to be reported. Using methods that can be replicated elsewhere with publicly available data, we test three approaches to estimating homeschool…

In the United States, sexual violence in K-12 public schools saw a 55% increase in incidents from the 2015-2016 school year to the 2017-2018 school year. These incidents included sexual violence by school employees against students and peers against other peers. The current study estimated the overall weighted average number of sexual…

Against the background of expanding parental choices and declining global birth rates, schools are experiencing rising competition regarding student enrolment. Schools have responded by strategically presenting information about their students' academic achievement and whole-person development orientation in the hope of attracting parents'…

Educational data mining (EDM) in online learning involves data mining techniques to analyze data from online environments to gain insights into student behavior, performance, and engagement. This study explored EDM in online learning publication trends and focuses. It involved a bibliometric analysis of 615 scholarly works related to EDM in online…

Although inclusion is the declared goal, the transition from a system based on special schools to an inclusive school system has only been progressing very slowly in individual countries. In an evolving school system, the existing special schools keep struggling to justify their existence. This study investigates the regional distribution effects…

As interest in addressing issues of diversity, equity and inclusion (DEI) increases in the US and parts of Europe, this essay argues that the Western-centered interpretations of and approaches towards evaluating equity need to be more carefully examined to deem its cultural appropriateness. This essay reviews ways to conceive of equity and…

This article introduces researchers in the science concerned with developing and studying research methods, measurement, and evaluation (RMME) to the educational data mining (EDM) community. It assumes that the audience is familiar with traditional priorities of statistical analyses, such as accurately estimating model parameters and inferences…

This paper adds an algorithmic epistemology perspective to previous works that examine the datafication of subjective social and emotional characteristics, perceptions, and behaviours. The paper employs a comparative epistemological approach to explore two behavioural educational platforms: RedCritter Teacher and Panorama Education. We unpack…

Little research compares hybrid to online and face-to-face (F2F) teaching. Nearly all this research assumes no difference in the students' demographics entering F2F, hybrid, or online sections of a course. This study used all the data from 5 years of undergraduate courses at Kennesaw State University. The data set, which includes individual…

There has been growing concern about the rising numbers of students being excluded from school in England -- a trend that is often set against the declining levels of exclusion elsewhere. In Wales and Scotland, for example, numbers of students permanently excluded from school have fallen dramatically. However, we argue that simple system-level…

This article provides an analysis of the academic performance of higher education institutions (HEIs) in Vietnam with 50 universities and 50 colleges in 2011/12. The two-stage semiparametric data envelopment analysis is used to estimate the efficiency of HEIs and investigate the effects of various factors on their performance. The findings reveal…

In this brief, recent actions related to school discipline, discipline disparities in schools, the school-to-prison pipeline, and the added costs of suspending students in the U.S. are explored. The recommendations offered focus on how school leaders and policy makers can address disparities and how school cultures can be changed to reduce the…

Despite the growing use of computers and software in every facet of our economy, not until recently has computer science education begun to gain traction in American school systems. The current focus on improving science, technology, engineering, and mathematics (STEM) education in the U.S. School system has disregarded differences within STEM…

Purpose: This paper aims to examine the relationship between student achievement and racial congruence of school personnel and students to help educators and policy makers narrow the achievement gap. Design/methodology/approach: This quasi-experimental, correlational study used publicly available data from 158 elementary schools in the Houston…

To scale student success, institutions may want to consider treating students more as partners, not just as customers or intervention recipients. One way to do so is sharing behavioral and academic feedback data that helps nudge students into taking responsibility for learning. The following chapter is drawn from the author's dissertation work…