The Standards Assessment Inventory (SAI) has provided relevant, educator-level data helping systems of all kinds -- states, districts, schools, provinces, and organizations -- gather and track data about the professional learning their educators experience. An online, confidential, valid, and reliable instrument administered to school-based…

We present findings from an exploratory quantitative content analysis case study of 156 doctoral dissertations from Georgia State University that investigates doctoral student researchers' methodology practices (used quantitative, qualitative, or mixed methods) and data practices (used primary data, secondary data, or both). We discuss the…

This study compared the quality of survey data collected from Mechanical Turk (MTurk) workers and college students. Three groups of participants completed the same survey. "MTurk" respondents completed the survey as paid workers using the Mechanical Turk crowdsourcing platform. "Student Online" respondents also completed the…

Monetary sanctions, also known as legal financial obligations (LFOs), are a highly consequential yet underexplored element of the criminal legal system. LFOs consist of fines, fees, costs, restitution, surcharges, and other financial penalties that are imposed on individuals when they encounter the criminal legal system. Drawing on data from a…

This contribution takes a critical perspective on digital school performance platforms (SPP), which today play a key role in US state education monitoring and accountability. Using examples from two different US state education agencies, I provide an analytical disentanglement of some key dimensions of such platforms' enactment and materiality. I…

This paper describes the use of a novel research platform called SenseMaker® to collect and analyze real-time data in the form of participants' qualitative accounts of COVID-19 along with online learning experiences and participants' own quantitative assessments of those experiences. Participants were faculty, students, and staff in the College of…

In 2017 the National Association of System Heads launched its Taking Student Success to Scale: High Impact Practices Network. The goals of this initiative were to identify and scale promising High Impact Practices (HIPs) at both the campus and system level to prioritize equitable participation for low-income and first-generation students and…

Artificial intelligence (AI) technology is becoming the basis for business. Most businesses use it to improve the customer experience. The education community is just beginning to find ways to successfully implement AI for staff and students. Artificial Intelligence should be leveraged to create a better student experience. For example, Elon…

This article explores the many ways in which states can and are addressing racial equity in problem solving and policymaking. The authors explore national data that make the case for addressing bias and advancing equity in state policy; share strategies and best practices for engaging families and communities; and provide examples of policies that…

Through Focus on Change in Understanding Staff and Staffing Systems in Georgia Public Schools (FOCUS), over 500 teachers of record were recruited, selected, and placed in Georgia's high-need schools. Teachers in the first three cohorts were retained at very high levels as well as achieving full certification. Project outcomes also included the…

Because almost one half of students enrolled in American doctoral programs do not complete their degrees, the factors that lead to doctoral student attrition need to be identified. Research suggests that the nature of the advisor-advisee relationship contributes to the persistence levels of doctoral students. In this study, we conducted a content…

Indicator 14 is a federal accountability initiative that attempts to generate data on the outcomes of students with disabilities 1 year after leaving high school. Currently, there are only two areas, postsecondary education/training and employment, mandated for examination. Ultimately, the data are used to develop specific goals for 6-year State…

Many institutions struggle to develop a meaningful way to assess the effectiveness of drop-in tutorial services provided to students. This article discusses the development of a data collection system based on a visitor sign-in system that proved to be an efficient method of gathering assessment data, including frequency of visits, end-of-course…

The Open Academic Analytics Initiative (OAAI) is a collaborative, multi-year grant program aimed at researching issues related to the scaling up of learning analytics technologies and solutions across all of higher education. The paper describes the goals and objectives of the OAAI, depicts the process and challenges of collecting, organizing and…

The purpose of this study was to analyze how one exceptional elementary physical education teacher navigated her working environment as the teacher of a marginal subject. Structuration Theory (Giddens, 1984) was used to make meaning of how the teacher functioned within her school community allowing her to remain motivated and effective. Data…