Data systems are becoming powerful tools to address students' diverse and changing needs, but without comprehensive data privacy policies, the risks of unintentional or malicious disclosures of students' private information is increasing. Given the mounting challenges to protect data privacy, Education Commission of the States assembled data…

In compliance with The Every Student Succeeds Act, many states report "chronic absenteeism" as an indicator of student success. While chronic absenteeism is prevalent across the country, marginalized youth experience differential rates compared to their White peers. The disproportionate overrepresentation of marginalized youth is partly…

In this paper we analyze the extent to which a mandated kindergarten assessment predicts 3rd grade outcomes, and the academic progression for students from 3rd grade to high school. We find that the kindergarten assessment strongly predicts 3rd grade outcomes, with the math skills assessment being especially predictive of 3rd grade academic…

Modern computing technology makes it possible for governments at all levels to use the data they already collect to improve service coordination and delivery, and to conduct research and evaluation to inform policymaking. California is well behind other states in taking advantage of this opportunity, in education and in other fields. The state has…

Each year, roughly 30% of first-year students at US baccalaureate institutions do not return for their second year and billions of dollars are spent educating these students. Yet, little quantitative research has analyzed the causes and possible remedies for student attrition. What's more, most of the previous attempts to model attrition at…

The pragmatic value of a college education is invaluable to the college-educated individuals themselves and to society. With nearly 21 million undergraduates currently enrolled in more than 4,700 American colleges and universities, the average graduation rate of about 67% has increased little since the 1960s. Of the 1.5 million faculty in today's…

We use data from six Washington State teacher education programs to investigate the relationship between teacher candidates' student teaching experiences and their later teaching effectiveness. Our primary finding is that teachers are more effective when the student demographics of their current school are similar to the student demographics of…

With their "open door" admissions policies and lower tuition, community colleges offer a gateway to higher education for millions of American students. Indeed, students who enter higher education through community colleges are much more likely than those who start at four-year institutions to be low-income or the first in their family to…

The issue of student retention and graduation from postsecondary institutions has grown in stature over the past decade. While the last 40 years of federal and state policies have focused largely on access to college, there is now a very real interest in not only getting students into college but also helping them earn baccalaureate and other…

High-quality data governance, a body or process designed to make decisions about how state education data is linked, used, accessed, and protected, is key to establishing a culture of effective data use in states. The three data governance bodies featured in this paper--the Kentucky Center for Education and Workforce Statistics (KCEWS), the…

We use longitudinal data from Washington State to provide estimates of the extent to which performance on the edTPA, a performance-based, subject-specific assessment of teacher candidates, is predictive of the likelihood of employment in the teacher workforce and value-added measures of teacher effectiveness. While edTPA scores are highly…

Students who drop out of high school are at increased risk of a range of negative social and economic consequences, including lower earnings and poorer health. To reduce dropout rates and lessen these negative consequences, districts around the country are using early warning indicators to identify and provide supports for students at risk of…

We use longitudinal data from Washington State to provide estimates of the extent to which performance on the edTPA, a performance-based, subject-specific assessment of teacher candidates, is predictive of the likelihood of employment in the teacher workforce and value-added measures of teacher effectiveness. While edTPA scores are highly…

Systems archetypes are patterns of structure found in systems that are helpful in understanding some of the dynamics within them. The intent of this study was to examine educational attainment data using the success-to-the-successful archetype as a model to see if it helps to explain the inequality observed in the data. Data covering 1990 to 2009…

We use data from Washington State to examine two stages of the teacher pipeline: the placement of prospective teachers into student teaching assignments and the hiring of prospective teachers into their first teaching positions. We find that prospective teachers are likely to complete their student teaching near their college and hometowns but…