This study presents a systematic review of the literature on the predicting student retention in higher education through machine learning algorithms based on measures such as dropout risk, attrition risk, and completion risk. A systematic review methodology was employed comprised of review protocol, requirements for study selection, and analysis…

Higher education is the surest pathway to a better living and a better life. Yet, the goal of a valuable college credential goes unrealized for too many students, especially students of color and students from low-income backgrounds. Today, more than 36 million Americans have some college credit, but no awarded degree and, the COVID-19 pandemic…

Increasingly, obtaining a job that pays family-sustaining wages means getting a college degree or other postsecondary credential. However, according to the 2021 U.S. Census, only 31.5 percent of Texans ages 25 and older have a bachelor's degree or higher. The Texas Higher Education Coordinating Board (THECB)--the highest authority in the state…

Postsecondary outcomes are significantly worse for student parents even though they earn higher GPA's on average. This study used institutional records and survey data from a large urban U.S. university to explore whether time poverty explains this trend. The results of regression and KHB decomposition analysis reveal that students with…

There are concerns that the assignment to remedial courses itself may prove a barrier to successful outcomes by discouraging students or increasing their time to completion. As discussed in earlier reports in this series, one of the arguments supporting elimination or redesign of remedial courses is that those courses may prohibit student progress…

Developmental mathematics, which is designed to prepare students for college-level mathematics courses, can be a barrier to students' success. In the United States, the majority of students placed into developmental mathematics courses fail to complete the developmental sequence. Alternative mathematics pathways offer some benefits when integrated…

Research has shown that students who enroll in summer courses are more likely to persist and graduate. How can postsecondary institutions encourage more students to enroll in summer courses? If more students do enroll, will they experience improved academic outcomes? MDRC's Encouraging Additional Summer Enrollment (EASE) project explores these…

This report for Success Boston, The Boston Foundation and the Boston Opportunity Agenda explores the many reasons why students at two institutions, Bunker Hill Community College and UMass-Boston, "stopped out" of their learning without a degree, and the reasons they did (or did not) return. The report also discusses ways in which other…

Community colleges are a valuable and important commodity in the education system in the United States. As of 2015, the American Association of Community Colleges (AACC) reports that there are 1,123 active community colleges, with 28 community colleges in the state of Michigan. The AACC further reports a headcount of 12.4 million students based on…

Postsecondary education is widely seen as a necessity in the modern economy. Yet students at community colleges often face steep odds when it comes to completing a degree. Community colleges serve many low-income and first-generation students as well as students of color, all of whom must contend with many obstacles to success. At the same time,…

Policymakers across the country have increasingly recognized the imperative to produce more college graduates in order to build a competitive economy. In fact, the United States needs more than 16 million more people to earn a postsecondary credential by 2025. The United States will never hit those targets unless part-time students are offered a…

Postsecondary education is widely seen as a necessity in the modern economy. Yet students at community colleges often face steep odds when it comes to completing a degree. Community colleges serve many low-income and first-generation students as well as students of color, all of whom must contend with many obstacles to success. At the same time,…

Attrition is a growing concern among higher education institutions. Student retention has long been viewed as a measure of institutional effectiveness. The number of transfer students, particularly those who seek entry into postsecondary education by transfer from a two-year to a four-year institution, continues to increase. However, transfer…

The objective of this research was to identify specific factors that contribute to underrepresented minority (African American, Hispanic, Native American) undergraduate students' success in STEM disciplines at a regional university during the 2007-2010 timeframe. As more underrepresented minority (URM) students complete STEM degrees, many will…

The passage of the Higher Education Act of 1965, which extended need-based financial assistance to the general population for the first time, has improved college access for American students, but more work remains to be done to improve college success. According to government statistics, in 2006, about one in six students had earned a degree or…