Simulations were conducted to establish best practice in hyperparameter optimization and accounting for clustering in Generalized Linear Mixed-Effects Model Trees (GLMM trees). Using data-driven best practices, the relationship between a 9th Grade On-Track to Graduate (9G-OTG) indicator and observed high school graduation within four years was…

In 2012, the National Health Personnel Licensing Examination Board of Korea decided to publicly disclose all test items and answers to satisfy the test takers' right to know and enhance the transparency of tests administered by the government. This study investigated the effects of item disclosure on the medical licensing examination (MLE),…

Research has consistently shown that traditional admission measures--SAT® scores and high school grade point average (HSGPA)--are valid predictors of early college performance such as first-year grades; however, their usefulness to predict later college outcomes has been questioned, especially for the SAT. This study builds on previous research…

With over 15 million students enrolling in institutes of higher education, it is critical to understand the factors that lead to course completion and graduation. This becomes especially important when considering students with disabilities, as this is historically a vulnerable population. Modern technology and online classes may be one way to…

The current study examined the role of AP® Exam participation and performance on four-year college graduation in four years. Because students who take AP Exams can earn college credit while still in high school, it was expected that AP students would have higher four-year graduation rates. Moreover, it was expected that AP students who earned…

[Slides] presented at AERA in Denver, CO in April 2010. In today's education climate, an enormous amount of pressure has been placed on states, school districts, and programs to produce graduates who are prepared to successfully enter, persist through, and graduate from the nation's universities and colleges. However, much of this research has…