Comparative interrupted time series (CITS) designs evaluate impact by modeling the relative deviation from trends among a treatment and comparison group after an intervention. The broad applicability of the design means it is widely used in education research. Like all non-experimental evaluation methods however, the internal validity of a given…

In this study on K-12 schools in the U.S. Florida Heartland, I take a QuantCrit approach to uncover how processes of data transformation, which I call 'racial re-formation', shape the utilization and reporting of racial and ethnic representations of students. To understand actual data use at schools, I apply QuantCrit's principles on how numbers…

Physics education research (PER) has used quantitative modeling techniques to explore learning, affect, and other aspects of physics education. However, these studies have rarely examined the predictive output of the models, instead focusing on the inferences or causal relationships observed in various data sets. This research introduces a modern…

Schools across the United States suffer from low on-time graduation rates. Targeted interventions help at-risk students meet graduation requirements in a timely manner, but identifying these students takes time and practice, as warning signs are often context-specific and reflected in a combination of attendance, social, and academic signals…

The purpose of this study was to determine if the successful completion of a course designed to enhance student success increased the likelihood of students persisting from term-to-term at Ivy Tech Community College Southern Indiana, and whether there was a significant difference in student retention (as determined by persisting to the next term)…

Academic institution leaders, education researchers, and policy makers have come together to restore America's ranking among the top nations who are educating citizens to prepare for the technology jobs of the future. President Barack Obama tasked the nation to do so after alarming figures in student achievement were revealed from the 2009 PISA…

This retrospective study evaluates early semester predictors of whether or not community college students will successfully complete blended or hybrid courses. These predictors are available to faculty by the fourth week of the semester. Success is defined as receiving a grade of C- or higher. Failure is defined as a grade below a C- or a…

College success courses (CSCs), or orientation courses, are offered by community colleges and universities to facilitate the success of first-time-in-college students. Primarily, these courses are designed to address students' nonacademic deficiencies, such as weak study habits and poor organizational skills, and to familiarize students with…

Understanding large-scale patterns in student course enrollment is a problem of great interest to university administrators and educational researchers. Yet important decisions are often made without a good quantitative framework of the process underlying student choices. We propose a probabilistic approach to modelling course enrollment…

Over eight thousand test administrations across two universities were examined to determine whether students with disabilities were being given the necessary extended testing time accommodations and whether their use of extended time decreased over the course of their programs. Findings revealed that commonly accepted recommendations about…

The purpose of this study was to investigate via a trauma-lens the types of behavioral responses recorded in the IEPs of ED children. The theoretical orientation for the study was based heavily on the framework for school-based psychological evaluations identified by Tishelman, Haney, O'Brien and Blaustein (2010). Using the retrospective record…

This research compares the academic performance of two groups of students at the community college level of higher education. These two groups are dual credit students and non-dual credit students. The academic records of these students were examined from the years 2010-2014. Students in both groups had completed their formal high school education…

The underidentification of students with autism is a well-documented phenomenon that implies minority children are less likely to receive autism-specific interventions and services vital for better outcomes. Previous research has found that minority children are less likely to be identified as having autism, but recent changes in federal reporting…

Problem was the community college recognized a decline in student retention rates from 2009 to 2012 in the School of Nursing. Purpose of this program evaluation was to evaluate a faculty advising program (FAP) in the School of Nursing at a community college in regard to students' satisfaction and retention. Evaluation period was from Fall 2012 to…

In this article, we argue that the contributions of documentation studies can provide a useful framework for analyzing the datafication of students due to emerging learning analytics (LA) practices. Specifically, the concepts of individuals being 'made into' data and how that data is 'considered as' can help to frame vital questions concerning the…