If we wish to embed assessment for accountability within instruction, we need to better understand the relative contribution of different types of learner data to statistical models that predict scores and discrete achievement levels on assessments used for accountability purposes. The present work scales up and extends predictive models of math…

Literature in the field of school leadership substantiates principals' influence on student achievement. Less clarity is available concerning principals' influence on school turnaround or the competencies needed for principals to effectively engage in and sustain the turnaround of low-performing schools. This study seeks to illuminate principal…

For the past decade, the accountability model associated with No Child Left Behind (NCLB) emphasized proficiency on end of year tests; with Every Student Succeeds Act (ESSA) the emphasis on proficiency within statewide testing programs, though now integrated with other measures of student learning, nevertheless remains a primary metric for…

This study evaluates four growth prediction models--projection, student growth percentile, trajectory, and transition table--commonly used to forecast (and give schools credit for) middle school students' future proficiency. Analyses focused on vertically scaled summative mathematics assessments, and two performance standards conditions (high…

The purpose of this study was to examine the extent to which the measures that make up each of the three separate accountability indices of school performance in South Carolina could be used to create an overall, reliable index of school performance. Data from public elementary, middle, and high schools in 2012/13 were used in confirmatory factor…

The use of standardized test results to drive school administrator evaluations pervades education policymaking in more than 40 states. However, the results of state standardized tests are strongly influenced by non-school factors. The models of best fit (n = 18) from this correlational, explanatory, longitudinal study predicted accurately the…

In 2008, the International Association for K-12 Online Learning (iNACOL) produced a series of papers documenting promising practices identified throughout the field of K-12 online learning. Since then, we have witnessed a tremendous acceleration of transformative policy and practice driving personalized learning in the K-12 education space. State,…

Based on current research, many students in the middle grades (6-8) have not performed at their highest academic levels. In 2011, more than one-half of eighth graders in 16 Southern states scored basic or below basic on the National Assessment of Educational Progress (NAEP). Alternatively, effective principal-leaders strategically demonstrated…

Value-added approaches for attributing student growth to teachers often use weighted estimates of building-level factors based on "typical" schools to represent a range of community, school, and other variables related to teacher and student work that are not easily measured directly. This study examines whether such estimates are likely…

Many school districts and high schools provide well-designed pathways that combine rigorous academic instruction with technical education and real-world experience into a career-themed program of study. This Linked Learning approach helps districts and high schools prepare all students for both college and career, not just one objective or the…

Using historical test data from the standardized testing program (LEAP, iLEAP) in the state of Louisiana, this sequential mixed methods study utilized hierarchical linear modeling (HLM) and a logistic regression method to test alternate measures of school performance (student achievement model, growth model, and transition to 9th grade) applied to…

The purpose of this autoethnographic narrative inquiry was for the researcher to describe and explain how he discovered, constructed, and refined his sense of moral purpose as a principal during his seven-year tenure at Orange Pines Middle School. He inductively analyzed and reflected primarily on self-authored texts tied to critical professional…

This research study examined the use of student achievement on reading and math state assessments to predict success on the science state assessment. Multiple regression analysis was utilized to test the prediction for all students in grades 5 and 8 in a mid-Atlantic state. The prediction model developed from the analysis explored the combined…