Changes in hiring requirements, in particular a bachelor's degree, is rapidly changing for many learners. In order to make these changes successfully, higher education must come to an agreement on the terms used to describe and characterize these new assertions of learning, along with adopting a common mode of transport for these credentials. One…

Contribution: This work provides evidence of various approaches to studying longitudinal student unit record data in undergraduate education in the USA and the outcomes that can be realized using a large multi-institutional longitudinal dataset, Multiple-Institution Database for Investigating Longitudinal Development (MIDFIELD). Background:…

Student records, and specifically academic transcripts, are the traditional record of a student's completed coursework and their earned credential at an educational institution. Transcripts can serve as proof and a signal to potential employers and other educational institutions that a student has engaged in certain learning activities and…

Purpose: To examine the longitudinal impact and mechanism of peer network status on university students' hurdle running academic records. Methods: Conduct a follow-up survey in the hurdle teaching, an experimental class, and analyze the data using the latent growth model. Results: (a) The intercept and slope of peer network status positively…

This paper describes the study of enforcement of prerequisites in the Computer Science program at a regional university in the Southwest. Prerequisites are a significant factor in programs of study in higher education. Allowing students to register in courses may assume that they have existing knowledge and skills. Some programs treat…

In the years since its introduction, blockchain technology has been explored as a potential solution to a variety of problems across numerous industries; however, none of the existing literature specifically examines the potential of blockchain for special education records management. This paper is a systematic literature review of blockchain…

Growing literature documents the promise of active learning instruction in engaging students in college classrooms. Accordingly, faculty professional development (PD) programs on active learning have become increasingly popular in postsecondary institutions; yet, quantitative evidence on the effectiveness of these programs is limited. Using…

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 new world of work demands not only academic knowledge and skills but also transferable skills such as communications, creativity, and collaboration--skills that are rarely captured formally. Meeting that demand will require a new approach to the high school diploma. The opportunity is ripe to redesign credentials to enable competency-based…

This report is the third in a three-part series examining how institutions of higher education have responded to state and federal policies limiting the use of transcript holds for unpaid balances. Ithaka S+R partnered with the American Association of Collegiate Registrars and Admissions Officers (AACRAO) to field the 2024 Transcript Hold…

This study explores the extent to which college context (two- vs. four-year), gender, and race/ethnicity correlated with worsening course outcomes during emergency remote teaching during the COVID-19 pandemic, by comparing outcomes within students between the fall 2019 pre-pandemic and spring 2020 pandemic terms. In particular, it explores the…

In fall 2014, Wellesley College began mandating pass/fail grading for courses taken by first year, first-semester students, although instructors continued to record letter grades. We identify the causal effect of the policy on course choice and performance, using a regression discontinuity-in-time design. Students shifted to lower-grading science,…

Understanding how students with low socioeconomic status finance their tuition over time can help us comprehend the impact of students' decisions on their subsequent curricular progress, graduation, or dropout. This work presents a curricular analytics approach using process mining techniques to study educational funding trajectories as processes.…

We use student-level administrative data from Delaware for 43,767 high school students across five 12th grade cohorts from 2017 to 2021. We apply Item Response Theory (IRT) to high school transcript data, treating courses as items and grades as ordered responses, to estimate both student transcript strength ([theta]) and course difficulty. We…

As institutions cope with the difficult task of managing scarce resources to support student learning, college writing centers, like other student services, need to be able to articulate and, at times, quantify the benefits they offer the populations they serve. This study examined outcomes associated with visiting the writing center at one…