Students' postsecondary course-taking is of interest to researchers, yet has been difficult to study at large scale because administrative transcript data are rarely standardized across institutions or state systems. This paper uses machine learning and natural language processing to standardize college transcripts at scale. We demonstrate the…

The purpose of this study was to explore high school course-taking sequences and their relationship to college enrollment. Specifically, we implemented sequence analysis to discover common course-taking trajectories in math, science, and English language arts using high school transcript data from a recent nationally representative survey. Through…

The purpose of this study was to explore high school course-taking sequences and their relationship to college enrollment. Specifically, we implemented sequence analysis to discover common course-taking trajectories in math, science, and English language arts using high school transcript data from a recent nationally representative survey. Through…

This report looks at the provision of A level subjects in England in 2019. Provision in a subject is defined as the number or percentage of schools with at least one student taking the subject. It could be argued that this may not cover all of the 'provision' since schools might offer to provide a subject, but none of their students wants to study…

Traditional e-learning systems lack the personalization feature to guide learners for selecting the most suitable courses needed. Choosing appropriate courses in the seminal years is important for a future learner who depends on such decisions, as selecting the wrong courses means a mismatch between learner's capability and personal interests.…

How is upper secondary education organised across OECD countries? This level of education, which most frequently serves students aged between 15 to 18, is generally the first time when learners have significant capacity to shape the content of their learning, for example by opting for general or vocational education, choosing their subjects and…

This policy brief explores the extent to which students classified as English learners (ELs) are excluded from core content in high school. Using statewide data from Oregon (2013/14-2018/19) and Michigan (2011/12-2014/15), the percentages of current, former, and never ELs enrolled in any class in each core content area were tabulated and gaps in…

The number of English learners (ELs) who do not reclassify as English proficient after the first five years of schooling has increased in the Houston area and the state of Texas. ELs are a diverse population of students with varying levels of English proficiency. Many students who begin school as an EL reclassify as English proficient in a timely…

With the emergence of the web, traditional learning has changed significantly. Hence, a huge number of 'e-learning systems' with the advantages of time and space have been created. Currently, many e-learning systems are being used by a large number of academic institutions worldwide which allow different users of the system to perform various…

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…

The California Community Colleges Chancellor's Office is pleased to present the 2021 Report on Course Section Offerings and Plans for Future Instruction for California Community Colleges. Pursuant to Senate Bill 129 (Skinner, 2021), California community college districts are required to report on the total number of course sections offered, broken…

This report examines the role of English learner (ELs) status in four-year college enrollment and bachelor's degree completion among Houston Independent School District (HISD) high school graduates. We divide students into four groups: students who are never classified as EL (hereafter referred to as "Never EL" students), ELs who are…

Liberal arts colleges produce a disproportionate number of PhDs in the sciences (National Science Foundation 2008), and knowledgeable observers praise the "cross-training" of these colleges' science majors (Cech 1999; Connell 2004; Ekman 2007; Pascarella et al. 2004; Steitz 2001; Tilghman 2010). While many of the positive outcomes of…

Misconceptions on affordability remain a barrier to postsecondary access for millions of potential students. When students recognize financial aid availability during secondary school years, they gain the capability to better establish a curricular path that aligns with postsecondary aspirations. This dissertation assesses the use of…

Two approaches, Linear Discriminant Analysis, and Logistic Regression are used and compared to predict success or failure for first-time freshmen in the first calculus course at a medium-sized public, 4-year institution prior to Fall registration. The predictor variables are high school GPA, the number, and GPA's of college prep mathematics…