Big Data refers to large and disparate volumes of data generated by people, applications and machines. It is gaining increasing attention from a variety of domains, including education. What are the challenges of engaging with Big Data research in education? This paper identifies a wide range of critical issues that researchers need to consider…

Each year, state legislators craft new policies that drive data use across their states, and as part of a comprehensive review of state education data legislation, the Data Quality Campaign (DQC) keeps track. In 2022, state legislators introduced 131 bills in 35 states--42 of which became law in 17 states-- that would govern the use of data along…

Very few attempts have been made to survey patient opinions, particularly regarding the use of residual biospecimens and health information in research, to clarify their values. We conducted a questionnaire survey that targeted outpatients of a university hospital to gauge their awareness levels and understand patient perspectives on research that…

In 2021, legislators in 45 states introduced 361 bills to govern the use of data about education or the workforce, and leaders in most states (38) enacted a new education data law. This level of legislative activity that is focused on education data collection, use, protection, and reporting is nothing new. But the ongoing pandemic left unique…

What is the role of information in autonomous action in data-driven societies? This question is addressed in the present paper, which aims to discuss the role of information in the dynamics of habits that guide action. A naïve map of contemporary approaches to information is proposed, with indications of the challenges faced by each of them. From…

In 2020, state legislators have remained focused on making data available to address education challenges. More and more, policymakers are introducing bills that would address the information needs of students, educators, parents, and the public, though most new education data laws do not systematically support data use. As the COVID-19 crisis…

The work of the National Forum on Education Statistics (Forum) is a key aspect of the National Cooperative Education Statistics System (Cooperative System). The Cooperative System was established to produce and maintain, with the cooperation of the states, comparable and uniform education information and data that are useful for policymaking at…

In 2019, legislators on both sides of the aisle in nearly every state proposed legislation addressing the use of data to inform decision-making to support students on their path to success. Through proposed legislation, many of these policymakers took steps to improve the foundational data systems and processes that make data work for students and…

The effective use of student data is essential for improving student outcomes and equipping educators with the information they need to help every student remain on a path to educational success. Student data can help teachers personalize and customize instruction, equip parents and students with information to make informed educational choices,…

When school and district administrators are empowered to lead a culture of data use, students do better. As states focus on improving overall school quality and ensuring success for all students, they need a workforce of school and district administrators who are equipped to use data to continuously improve. State leaders are uniquely positioned…

Over the past decade, states have made enormous progress in collecting, using, and reporting education data in service of learning--although state legislation has primarily focused on implementing the robust privacy and security protections and data governance structures that make data use safe. In the 2017 legislative session, data privacy…

The purpose of this investigation is to study and pursue a user-defined approach in preserving data privacy while maintaining an acceptable level of data utility using machine learning classification techniques as a gauge in the generation of synthetic data sets. This dissertation will deal with data privacy, data utility, machine learning…

The Privacy Technical Assistance Center (PTAC) has received an increasing number of questions from postsecondary educational institutions (institutions) on the conditions under which federal student financial aid information may be used for program evaluation and research purposes. Numerous federal laws govern access to, disclosure of, and use of…

2018 is the fifth year that state policymakers have taken concerted legislative action on education data use and privacy issues. Across the country this year, 42 states considered 300 bills and 25 states passed 59 new laws governing the collection, linking, use, access, and protection of education data. With the passage of the Every Student…

The foundational federal law on student privacy, the Family Educational Rights and Privacy Act (FERPA), establishes student privacy rights by restricting with whom and under what circumstances schools may share students' personally identifiable information. This tool summarizes some of the main provisions of FERPA, and identifies when students'…