As college tuition rises nationwide, policy efforts to reduce these costs are increasingly focused at the 2-year level. However, it is not fully known whether increased access to college increases degree attainment. Compared to observationally equivalent peers who enroll in 4-year institutions, 2-year enrollees may face a decreased likelihood of…

We examined the effect of three components of self-determination--autonomy, empowerment, and self-realization--on the postsecondary enrollment of English learners with disabilities, using quasi-experimental propensity score modeling and data from the U.S. National Longitudinal Transition Study-2. Results support the hypothesis that…

Recent research suggests that dual enrollment programs are a useful recruiting tool for colleges and universities as many high school students remain at their dual enrollment institution after high school graduation. Students staying enrolled at their dual enrollment institution for college may be beneficial for institutions, but is it beneficial…

Objective: Dual enrollment has become a significant portion of community college enrollment throughout the country. Some scholars have argued that dual enrollment implementation can be used as a viable policy lever to achieve the certificate and associate degree obtainment outcomes identified in "Reclaiming the American Dream," a…

We examined the effect of three components of self-determination--autonomy, empowerment, and self-realization--on the postsecondary enrollment of English learners with disabilities, using quasi-experimental propensity score modeling and data from the National Longitudinal Transition Study-2. Results support the hypothesis that self-determination…

Close to two million first-year undergraduates enroll in developmental education each year. According to recent national estimates, less than half of students who start in developmental education go on to complete gateway courses and less than one-third eventually earn a degree. However, more research is needed to better assess potential…

Background: Developmental education (i.e., remedial education) has come under scrutiny given evidence that it is ineffective for learning or hinders students' progress toward degree completion (Scott-Clayton & Rodriguez, 2014; Xu & Dadgar, 2018). However, there is heterogeneity in the effect of developmental education, with positive…

Dual enrollment (DE) is one of the fastest growing programs that support the high school-to-college transition. Yet, there is limited empirical evidence about its impact on either students' college application choices or admission outcomes. Using a fuzzy regression discontinuity approach and data from two cohorts of ninth-grade students in one…

Decades of research have estimated the effect of entering a community college on bachelor's degree attainment. In this study, we examined the influence of methodological choices, including sample restrictions and identification strategies, on estimated effects from studies published between 1970 and 2017. After systematically reviewing the…

Colleges have increasingly turned to predictive analytics to target at-risk students for additional support. Most of the predictive analytic applications in higher education are proprietary, with private companies offering little transparency about their underlying models. We address this lack of transparency by systematically comparing two…

Objective: This study examines how accurately a small set of short-term academic indicators can approximate long-term outcomes of community college students so that decision-makers can take informed actions based on those indicators to evaluate the current progress of large-scale reform efforts on long-term outcomes, which in practice will not be…

Despite the importance of replication, it remains rare in the interactive learning research community. In this paper, we attempt to replicate recent quasi-experimental results suggesting that the ALEKS intelligent tutoring system is effective at improving student course outcomes in higher education (Mojarad et al., 2018). In this paper, we conduct…

Subsidized transit policy is a strategy used to lessen environmental impacts and increase institutional accessibility in higher education. Program funding to support this subsidized transit policy can vary between institutions. This research focuses on the geographic analysis of Eco Pass, a student led initiative implemented in the Foothill De…

Prior research indicates that future workers will not possess enough training to contribute to a robust U.S. labor market, especially in "middle-skill" roles that require some postsecondary education but not a 4-year degree. At the same time, the last 30 years have borne witness to an increased likelihood that middle-skill individuals…

Logistic regression (LoR) is a foundational supervised machine learning algorithm and yet, unlike linear regression, appears rarely taught early on, where analogy and proximity to linear regression would be an advantage. A random sample of 50 syllabi from undergraduate business statistics courses shows only two percent of the courses included LoR.…