Purpose: The purpose of this study was to determine if traditional indicators of college readiness were better predictors of students’ first semester college GPA and persistence to the second year of coursework compared to non-traditional indicators of college readiness. Specifically, this study analyzed the predictive validity of high school class rank and ACT/SAT scores compared to that of the psychosocial skills measured by the ACT Engage on students’ first semester college GPA and their likelihood of enrollment in the second year of college coursework. Methodology: Linear and logistic regression models were used to examine the effect of gender, age, ethnicity, socioeconomic status, high school rank, Texas Success Initiative college readiness scores, SAT or ACT scores, and the ten themes of the ACT Engage Inventory (dependent variables), on students’ first semester college GPA and rate of persistence to the second year (independent variables). A sample of 4,379 first semester college freshmen participated in this study. Findings: Results indicated that high school rank, ACT/SAT scores and psychosocial skills measured by the ACT Engage theme academic discipline were accurate predictors of college performance. Results regarding the predictive power of traditional academic and non-traditional psychosocial predictors of persistence were less definitive. Students qualifying for …

This mixed-methods study examined the extent to which teacher performance and student performance measures correlated, and to understand which specific practices of mathematics teachers in Grades 3-5 related to student performance. Research was conducted at five elementary schools in a large, urban north Texas school district. Data sources included component scores and recorded evidence from observation rubrics, interviews with campus administrators, and value-added modeling (VAM) student growth scores. Findings indicated a modest relationship between teacher performance levels and student performance levels. Lack of access to individual teacher VAM data, per district policy, might have impacted the strength of the relationship. Interviews with administrators and an examination of the evidence cited in the observation rubrics identified specific practices associated with highly rated mathematics teaching. Differences in administrators’ experience levels with both mathematics instruction and the observation instrument might have influenced rubric scores and the level of specificity shown in evidence statements.