For many districts, evaluation is an afterthought to implementing a new initiative. Educators participate in professional learning experiences, apply what they learn to their practice, and then, at some point, school and district staff begin wondering if the initiative is making a difference. Then they scramble for nuggets of data that provide any…

The increasing availability of digital data in higher education provides an extraordinary resource for researchers to undertake educational research, targeted at understanding challenges facing the sector. Big data can stimulate new ways to transform processes relating to learning and teaching, and helps identify useful data, sources of evidence…

The town motto, "people of pride and purpose," is evident throughout Panhandle, Texas. In a town of 2,000, one-third of the population is school-age children, and all attend Panhandle elementary (pre-K-5), junior high (6-8), or high school. The Panhandle Panthers have a lot of school pride, which stems in large part from the Panhandle…

This document presents issues that should be considered before student test results are used in evaluations of teacher performance. As the stakes attached to student test results have increased, so has the need for educators to make informed decisions about the types of tests used to generate data for these purposes and the way student test…

In 2016, Dalhousie University's Research Ethics Board created an interdisciplinary working group to identify the key ethical challenges of SoTL research, with the overarching aim of recommending best practices and communicating these to researchers in order to support and expand the conduct of ethically sound SoTL research. This essay reflects on…

Data is critical, but data has not always lead to success. If data is not communicated clearly, the results can be disastrous. Design lets us communicate data so it can be understood. Dr. Rankin believes that "when we're fluent in visualizing our ideas, we can communicate them across global boundaries, across spoken language barriers, and…

"Use of Data for Fiscal Management of State Part C Systems" is designed to increase the knowledge and skills of lead agency staff regarding the use of data for appropriate fiscal management of Part C. This document addresses budget development and management. This document has three sections: (1) Budget Development and Management; (2)…

This article introduces the cognitive affective engagement model (CAEM) of multiple source use. The CAEM is presented as a way of unifying cognitive and behaviorally focused models of multiple text engagement with research on the role of affective factors (e.g., interest) in text processing. The CAEM proposes that students' engagement with…

Brad C. Phillips and Jordan E. Horowitz offer a research-based model and actionable approach for using data strategically at community colleges to increase completion rates as well as other metrics linked to student success. They draw from the fields of psychology, neuroscience, and behavioral economics to show how leaders and administrators can…

The authors use free software for composing infographics (Internet posters) to encourage students to synthesize informational and literacy texts.

This chapter focuses on perspectives of external data reporting and their implications for institutional research offices and campuses as a whole. The authors examine a variety of uses for externally reported data and explore opportunities for using these data more fully across the institution.

This is the epilogue to the special issue. The authors, two White House officials and policy experts, describe how negative narratives surrounding Black men and the misuse of data can manifest as barriers to high quality learning environments or workforce development opportunities.

Data utilization is a key component of school improvement as data can be used to enhance student achievement both systematically and on an individual student level. Through systemically analyzing multiple sources of data, educators can make informed and knowledgeable school improvement decisions. In order to effectively make data-drive decisions…

Since the initial authorizing legislation for Part C of the Individuals with Disabilities Education Act (IDEA) in 1986, the scope and complexity of data collected by Part C programs have significantly increased. Formal governance establishes responsibility for Part C data and enables program staff to improve the effectiveness of data processes and…

Student data privacy was a priority issue in state legislatures in 2016, though as expected, states passed fewer student data privacy bills into law than they did in 2014 and 2015. The privacy conversation has evolved since 2014, and now states have the ability to borrow from each other: California's 2014 Student Online Personal Information…