High school students enroll in Advanced Placement (AP) courses and take AP exams for a variety of reasons. However, a lack of information about the extent to which there are incremental benefits associated with taking multiple AP exams has fostered a perception that students must take many APs to be prepared for college. Conversely, many American…

Compared with admissions test scores, why are high school grades better at predicting college graduation? We argue that success in college requires not only cognitive ability but also self-regulatory competencies that are better indexed by high school grades. In a national sample of 47,303 students who applied to college for the 2009/2010 academic…

We explore generalizability and fairness across sociodemographic groups for predicting on-time college graduation using a national dataset of 41,359 college applications. Our features include sociodemographics, institutional graduation rates, academic achievement, standardized test scores, engagement in extracurricular activities, and work…

We combine a large multi-site randomized control trial with administrative and survey data to demonstrate that intensive advising during high school and college leads to large increases in bachelor's degree attainment. Novel causal forest methods suggest that these increases are driven primarily by improvements in the quality of initial…

The Supreme Court has agreed to weigh in on the legality of racial preferences, in part thanks to a lawsuit against Harvard College alleging that the school discriminates against Asian-Americans. Proving discrimination at a specific school is an arduous task, requiring access to private, detailed admissions records--as the legal documents in that…

Inclusive science, technology, engineering and math (STEM) high schools, such as T-STEM Academies, are intended to broaden STEM opportunities by enrolling interested students from diverse backgrounds without imposing aptitude or prior achievement requirements and giving all their students STEM courses and real-world experiences to inspire and…

The value of a college degree continues to rise. A bachelor's degree in particular provides unrivaled economic and health benefits not just for the individual earning the degree, but for the entire state. Therefore, it is not surprising to see growing demand for a college education coupled with growing eligibility for California's public…

Colorado has the second most-educated adult populace, but largely because it imports college-educated labor from other states. Almost 56 percent of Coloradans have a high-quality certificate, associate's degree, bachelor's degree, or higher. Yet at the same time Colorado has the fifth lowest high school graduation rate in the nation. The state's…

A plethora of research spanning several decades has attempted to understand predictors of retention and graduation in undergraduate bachelor's degree programs. The topic is no less important today, as larger and larger swaths of the American population attend college each year. Studies have demonstrated that key demographic variables, indicators…

Objective: Recent studies have shown that community college transfer students are just as likely to graduate with a bachelor's degree as students who directly enroll in a 4-year institution. However, these studies do not typically examine whether there is a penalty for community college students in terms of the length of time it takes to complete…

This is a new report that combines the previous Annual Accountability Report and University Work Plans into a single document more closely aligned with the Board of Governors' 2025 System Strategic Plan. This revised document will enhance the System's commitment to accountability and strategic planning by enabling comparisons between past goals…

Illinois education policymakers have adopted the completion agenda that emphasizes increasing postsecondary credential attainment. Meeting completion agenda goals necessitates addressing the achievement gap. To aid in developing policy to support improved completion, this study analyzes a comprehensive statewide dataset of the 2003 Illinois high…

One of the most pressing problems facing our nation is the large percentage of students who enroll in college but never complete a degree. The U.S. Department of Education estimates that only 57 percent of students who sought a bachelor's degree and enrolled in a four-year institution in the fall of 2002 completed that degree within six years. For…

This study uses a unique, longitudinal statewide database to track students through the new teacher supply pipeline from high school through college and initial teacher certification. The report examines how each stage influences the characteristics of those who enter the teaching profession, with particular attention to academic skills and…

Presented at the Annual Meeting of the American Educational Research Association (AERA) in New Orleans, LA in April 2011. The first study evaluated the level of interest in engineering as students approached the end of high school and explored the degree to which the academic preparation of these students shaped the engineering pipeline over a…