As ideas from data science become more prevalent in secondary curricula, it is important to understand secondary teachers' content knowledge and reasoning about complex data structures and modern visualizations. The purpose of this case study is to explore how secondary teachers make sense of mappings between data and visualizations, especially…

Historic data in analog (or print) format is a valuable resource that is utilized by scientists in many fields. This type of data may be found in various locations on university campuses including offices, labs, storage facilities, and archives. This study investigates whether biological data held in one institutional university archives could be…

In June 2019, Minnesota State set a critical goal: By 2030, eliminate the educational equity gaps at each of the 30 colleges and 7 universities that comprise the system. To achieve the goal of Equity 2030, and empower actors at every level of Minnesota State, system and campus leaders need to fully embrace data democratization. Without access to…

The "Forum Guide to Data Governance" highlights how data governance programs benefit education agencies and provide timely and useful best practices, examples, and resources for agencies implementing or updating their data governance programs. This resource is intended to address the needs of federal, state, and local agencies related…

While the majority of U.S students are children of color, only 20% of teachers are people of color. What's more, 40% of the nation's public schools do not have a single teacher of color on record. Research shows that all students, regardless of race or ethnicity, benefit socially, emotionally, and academically from a diverse teacher workforce.…

This study involved a thorough examination of attitudes and opinions of agricultural researchers toward open access publishing and data sharing. Utilizing the results of the Ithaka S+R Agriculture Research Support Services project, we reanalyzed our institutional interview transcripts and synthesized information from the project's publicly…

Throughout history, a disproportionate number of learners have been tracked into terminal vocational programs based on their race, income, gender and disability, leading to jobs with uncertain promise of economic growth and prosperity. While the quality of Career Technical Education (CTE) programs has significantly improved since then, many…

This report shows how state leaders are using technological advances to improve the use of data in five critical areas: (1) Helping economic and workforce developers, businesses, and colleges to reduce the high costs resulting from uninformed education and workforce decisions; (2) Assisting college leaders in making program-related decisions that…

Postsecondary institutions are under increasing scrutiny to provide evidence of student learning. Despite efforts to increase the number and frequency of assessments of student learning, many colleges and universities need help to make good use of assessment results for the improvement of teaching and learning. To address this need, in February…

We compared the predictive validity of five aggregation methods for multiple informant data on child and adolescent behavior problems. In addition, we compared the predictive validity of these aggregation methods with single informant scores. Data were derived from the Minnesota Longitudinal Study of Parents and Children (N = 175). Maternal and…

This project assesses the feasibility of creating a voluntary, nationwide data dictionary that can be used to standardize the reporting of postsecondary accountability reporting requirements for the Carl D. Perkins Career and Technical Education Act of 2006 (otherwise known as Perkins IV). Variables, field codes, and programming instructions,…

Research by Achieve, ACT, and others suggests that for high school graduates to be prepared for success in a wide range of postsecondary settings, they need to take four years of challenging mathematics--covering Advanced Algebra; Geometry; and data, probability, and statistics content--and four years of rigorous English aligned with college- and…

Differential response (DR), also referred to as alternative response (AR), family assessment response (FAR), or multiple track response, was developed to incorporate family-centered, strengths-based practices into child protective services (CPS), primarily by diverting lower risk families into an assessment track rather than requiring the…

A few years ago, in "Student Success in College (SSiC)," the authors profiled twenty colleges and universities that were unusually effective in fostering student engagement and success, defined as better-than-predicted scores on the National Survey of Student Engagement (NSSE) and better-than-predicted graduation rates. These schools are…

Quality labor market data and analysis is critical to developing effective market-driven workforce and economic strategies in states, regions, and localities. Such information can be complex, intimidating, and overwhelming to many users, however. This issue brief offers a framework for understanding workforce information, including a summary of…