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…

The technologies that support online learning are continuously evolving, providing instructors and students with a continuous stream of new tools, features, and functionalities for existing tools. During an online course, instructors and students generate and share a tremendous amount of data using these tools. These data are often created in…

This field report is the ninth in a series produced by the Center on Innovations in Learning's League of Innovators. The series describes, discusses, and analyzes policies and practices that enable personalization in education. This report introduces sessions from the "Conversations with Innovators" event held at Temple University, June…

States are uniquely positioned to provide feedback to teacher preparation programs (TPPs) on the effectiveness of the teachers they train, and to provide information about the quality of TPPs to the public. States have been building the significant data capacity to reliably and securely link teachers with their students' achievement and growth…

Computer technology has made it possible to aggregate, collate, analyze, and store massive amounts of information about students. School districts and private companies that sell their services to the education market now regularly collect such information, raising significant issues about the privacy rights of students. Most school districts lack…

Public reporting makes data about schools and districts--including enrollment, student performance, teacher effectiveness, and more--available to the public. These data never include information that could be used to identify individuals and are critical to meeting the information needs of parents, educators, administrators, policymakers, and…

The Data Quality Campaign (DQC) is dedicated to helping everyone with a stake in education, including parents, teachers, education leaders, and policymakers, effectively and appropriately understand and use education data. DQC helps parents and educators understand the value of data--why data matter and how they can help students be successful in…

Every state can create secure, robust linkages between early childhood and K-12 data systems, and effectively use the information from these linkages to implement initiatives to support programs and children, answer key policy questions, and be transparent about how the state's early childhood investments prepare students for success in school and…

Education data can empower educators, students, parents, and policymakers with the information they need to make the best decisions to improve student achievement, information that can move the nation toward an education system in which every student graduates prepared for college and career. Safeguarding the privacy of student data is a critical…

There are increasing demands for higher levels of data assurance in higher education. This paper explores some of the drivers for this trend, and then explains what stakeholders mean by the concept of data assurance, since this has not been well defined previously. The paper captures insights from existing literature, stakeholders, auditors, and…

Statewide Longitudinal Data Systems (SLDS) provide the information and tools needed to inform policies, practices and decisions at every level to improve student achievement and system performance. It is equally important that there are policies and practices to protect personally identifiable information and to ensure the confidentiality and…

To address key policy and programmatic questions and help improve student and system performance, states must work to link data across the early childhood, postsecondary and workforce (P-20/workforce) spectrum and share this information with appropriate stakeholders. This issue brief highlights current efforts in California, Florida, Indiana, and…

For years computer viruses have threatened productive use of personal computers, challenging users and support providers to prevent and recover from viral attacks. Now another type of computing malady has begun to enter popular consciousness: spyware. Typically, analyses of spyware focus on technical issues or provide pointers to resources for…