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…

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…

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…

Undergraduate credit for prior learning (CPL) is an important aspect of today's higher-education landscape. This report presents an in-depth look at the current state of undergraduate CPL in the United States and Canada. The primary objective of the report is to foment dialogue and action toward a more inclusive, effective higher-education system…

Authored by Dr. Wendy Kilgore and Dr. James Dean Ward, this report delves into the impacts and institutional responses to federal regulations limiting transcript holds for students with unpaid balances. This comprehensive analysis is essential reading for anyone involved in higher education administration. Based on a survey of 326 institutions,…

This report, authored by Dr. Wendy Kilgore, Senior Director of Research at AACRAO, and Dr. James Ward, Principal at Ithaka S+R, provides insights into the impact of state-level transcript hold regulations on higher education institutions and learners. Key findings from the report include: (1) 97% of institutions changed practices or policies after…

Career and Technical Education (CTE) prepares students for life beyond high school by providing practical labor skills, workforce credentials, and early post-secondary credits. States are required to report the number of CTE concentrators to receive federal Perkins funding, but systems of identifying students as concentrators vary among states. We…