Access to School Counseling and the Connection to Postsecondary STEM Outcomes

Access to school counseling services leads to access to college-readiness counseling initiatives, including science, technology, engineering, and mathematics (STEM) education–focused counseling for students. School counselor caseload and percentage of time spent on college-readiness counseling were analyzed in relation to longitudinal STEM postsecondary outcomes of students in a nationally representative sample. Access to school counselors who spend 21% or more of their time on college-readiness counseling predicted persistence and attainment of a STEM postsecondary degree. The current results offer implications for school counselors, counselor educators, and future researchers, including the need for STEM self-efficacy interventions, unbiased curriculum, and professional development on STEM counseling for school counselors; and the call for a more nuanced understanding of this topic.

College Readiness, Early Post-secondary Academic Performance and the GED Degree: Evidence from Kentucky

We use detailed administrative data from Kentucky to provide robust descriptive evidence on the relationship between the General Educational Development (GED) degree, college readiness, and early post-secondary (PSE) academic performance. Following previous work in this area, we address selection issues by focusing on a sample of students who are identified as at-risk prior to high school entry. Our results suggest the GED credential is not a credible signal of PSE readiness, particularly in mathematics. GED graduates attain a lower first semester GPA and are also less likely to re-enroll in second semester courses. We also find that changes made to the GED exam in 2014 to enhance student readiness in PSE institutions did not yield meaningful improvements. Finally, we investigate the extent to which differences in math coursework can explain estimated GED-related math readiness gaps, finding coursework to account for about for about 40 percent of the observed gap.

Synthetic Longitudinal Education Database: Linking National Datasets for K-16 Education and College Readiness

<p style="text-align: justify;">What are missing in the U.S. education policy of “college for all” are supporting data and indicators on K-16 education pathways, i.e, how well all students get ready and stay on track from kindergarten through college. This study creates synthetic national longitudinal education database that helps track and support students’ educational pathways by combining two nationally-representative U.S. sample datasets: Early Childhood Longitudinal Study- Kindergarten (ECLS-K; Kindergarten through 8th grade) and National Education Longitudinal Study (NELS; 8th grade through age 25). The merge of these national datasets, linked together via statistical matching and imputation techniques, can help bridge the gap between elementary and secondary/postsecondary education data/research silos. Using this synthetic K-16 education longitudinal database, this study applies machine learning data analytics in search of college readiness early indicators among kindergarten students. It shows the utilities and limitations of linking preexisting national datasets to impute education pathways and assess college readiness. It discusses implications for developing more holistic and equitable educational assessment system in support of K-16 education longitudinal database.</p>