Evidence-based decision-making requires access to good and reliable data. In recent years, there has been a tremendous increase of data available to institutions, from internal as well as external sources. With this increase in data and its analytics, new challenges and questions arise. One of the most pertinent of which is the ethics and best…

There are many great stories of schools and districts effectively using MAP® Growth™ data to change the trajectory of student learning--but the stories don't often begin in high school. That's why Southwest Local School District in Ohio and their incredible growth are so unique. How did they start with an effective intervention at the high school…

This chapter describes efforts to gather and utilize qualitative data to maximize contextual knowledge at one university. The examples provided focus on how academic departments use qualitative evidence to enhance their students' success as well as how qualitative evidence supports the institution's broader strategic planning goals.

This chapter describes how institutions can best use data from the Campus Pride Index, focusing on student recruitment and resource/policy advocacy for LGBTQ constituencies.

This chapter discusses challenges to using data in a continuous improvement framework and describes the approaches some community colleges have used to overcome those challenges.

Data use in teaching is at the heart of current educational policy and school improvement efforts. Dispelling magical thinking that it is a simple solution to underachieving schools, this timely book explores what data use in teaching really is, how it works in theory and practice, and why it sometimes fails to achieve expected goals. Drawing on…

Using the right assessments for your district is key to tackling achievement gaps. Bay District Schools knows this firsthand. After changing their approach to assessment, they helped struggling students experience phenomenal--and clearly demonstrable--growth. After implementing MAP® Growth™, Bay students at the lower end of the achievement…

This chapter provides guidance and encouragement about working with assessment data to improve practice and includes a research primer.

Research shows that supporting children in the first 8 years of life can set them on a path for better life outcomes in education, health, and economic mobility. Early care and education (ECE) programs can play a big role in that support: children who attend high-quality ECE programs are less likely to repeat grades, need special education, or…

Purpose: The purposes of this article are to: (a) describe the rationale and development of the Youth Compendium of Physical Activities (Youth Compendium); and (b) discuss the utility of the Youth Compendium for audiences in research, education, community, health care, public health, and the private sector. Methods: The Youth Compendium provides a…

This chapter illustrates two campus processes that utilized student-level data management systems, such as student record systems, assessment platforms, and comprehensive student records, to assess student outcomes relevant to campus missions, goals, and learning outcomes.

Students with persistent challenging behavior are present in nearly every classroom. Teachers need the knowledge and skills to understand student behavior and intervene effectively. This article presents a framework to guide teachers in understanding student behavior and feasible tools for collecting data about the function of student behavior.…

With the growing popularity of MOOCs and sharp trend of digitalizing education, there is a huge amount of free digital educational material on the web along with the activity logs of large number of participating students. However, this data is largely unstructured and there is hardly any information about the relationship between material from…

This article shares what "Educational Leadership" authors have to say about doing data right, which is the theme of this issue. The following questions are addressed in this article: (1) Are you using data to guide improvement?; (2) Are you looking at the right kinds of data?; (3) Are you using data to motivate students?; and (4) Are you…

This article describes a project undertaken as part of a cross-campus strategic planning effort. The project documented current campus practices and systems in use for collecting, analyzing and reporting key research metrics. The project identified organizational issues around siloed data collection and lack of clarity on data stewards, data…