Election forecasting has become the centerpiece of media coverage of elections. Yet for all the attention paid to forecasting, public understanding remains low and increasingly distrustful. We can improve citizen knowledge and comprehension and increase student engagement by giving students the opportunity to develop their own election forecast.…

The purpose of this document is to provide timely and useful best practice information to help education agencies understand the different uses and benefits of School Courses for the Exchange of Data (SCED). This guide was developed to provide a brief overview of SCED, highlight the research application and benefits of SCED to users, and…

There are nearly one million credentials offered in the United States and approximately $1.9 trillion per year spent on education and training. Credential transparency enables stakeholders in learning and job ecosystems to explore and compare credentials in order to make better decisions about the best options for learning, advancement, and…

As institutions of higher education increasingly look to data as evidence to support planning, allocate resources, and inform teaching and pedagogy, ethical considerations regarding learning analytics have evolved from being on the margins to more central in the conversations surrounding institutional uses of student data. After outlining this…

State and local report cards help ensure local educational agencies (LEAs), parents, families, educators, and communities have critical data and a common framework for gauging educational progress and success. Title I, Part A (Title I) of the Elementary and Secondary Education Act of 1965 (ESEA) requires States to annually share this important…

Truth and Reconciliation Commissions (TRCs) are established to document violations of human rights and international humanitarian law in post-conflict societies. The intent is to excavate the truth to avoid political speculations and create an understanding of the nature of the conflict. The documentation hence results in a common narrative which…

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…

The Pearson correlation coefficient can be recovered from the two least squares regression lines y[with circumflex] = b[subscript 0] + b[subscript 1]x and x[with circumflex] = a[subscript 0] + a[subscript 1]y without any data. This can be done both algebraically and geometrically. This can be done without data even when the scales of the variables…

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…

Cochlear implants (CIs) have revolutionized the field of audiology, providing a life-changing solution for children with bilateral profound hearing loss. Expanding criteria has allowed children with significant unilateral hearing loss (UHL) to benefit from this technology as well. The practice is not without controversy, however. While we have…

Needs assessment in Extension is typically a quantitative process whereby the highest number of votes is deemed to indicate the greatest need. However, this process does not help specialists and county agents know the best response to carry out. A different process is needed to ensure that we in Extension are executing the right responses. In…

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…

Metacognition is an aspect in self-regulated learning and is necessary to achieve such learning in an effective and efficient manner. However, it is not always easy and accurate for learners to monitor or assess their own metacognition. In this study, we designed a learning analytics dashboard to improve self-regulated learning in online…

This chapter is about using campus diversity data to inform student affairs work.