Students typically find research methods and statistics classes intimidating. In particular, learning different types of data measurement and operationalization can take significant time and practice to understand. Utilizing a pedagogical approach that turns a party game into a fun exercise, students collaboratively learn to operationalize…

There has been an increasing demand for healthcare analytics skills and competence by healthcare organizations. Although many universities have established programs and courses on healthcare analytics, most of these curricula have been designed for information systems (IS), information technology (IT), or analytics students. It is unclear how…

Workforce planning is prevalent and recognized as a good strategic practice in many organizations. However, business students may have little experience with workforce planning or workforce analytics. The purpose of this article is to present a workforce planning exercise for use in a face-to-face or online classroom setting. In this exercise,…

Fisheries scientists make sure that fish populations ("fisheries") are managed properly, neither over- or under-utilized, to maintain long-term economic and ecological stability. Scientists collect data and conduct surveys to determine fish populations, and then make recommendations about how many fish may be caught by commercial and…

The authors developed a teaching project for students to debate data and workplace privacy dilemmas, formulate plans of action for the use of certain data about workers and job applicants, and apply the law to reach and defend their solutions. The purpose of this versatile exercise is to sensitize both undergraduate and graduate business students…

The "Trainer's Guide for the Systematic Monitoring of SDG 4-Education 2030 in Asia-Pacific" has been created to further facilitate making effective use of the "Regional Capacity Development Resource Book on Monitoring SDG4-Education 2030 in Asia-Pacific" ("Resource Book") and to support Member States in the effective…

This case is designed to highlight issues related to data inquiry in education, the role of leaders (specifically building-level administrators) in setting conditions for effective data conversations on teams, and the challenge of developing and deepening data use in a school over time. It was created based on interviews with a real elementary…

This is a real-world applicable case-study and includes background information, functional organization requirements, and real data. Business analytics has been defined as the technologies, skills, and practices needed to iteratively investigate historical performance to gain insight or spot trends. You are asked to utilize/apply critical thinking…

Since 1973, the National Assessment of Educational Progress (NAEP) has gathered information about student achievement in mathematics. Results of these periodic assessments, produced in print and web-based formats, provide valuable information to a wide variety of audiences. They inform citizens about the nature of students' comprehension of the…

This toolkit, developed by Regional Educational Laboratory (REL) Central in collaboration with York Public Schools in Nebraska, provides a process and tools to help teachers use data from their classroom assessments to evaluate promising practices. The toolkit provides teachers with guidance on how to deliberately apply and study one classroom…

Since 1973, the National Assessment of Educational Progress (NAEP) has gathered information about student achievement in mathematics. Results of these periodic assessments, produced in print and web-based formats, provide valuable information to a wide variety of audiences. They inform citizens about the nature of students' comprehension of the…

In 2007, the Ministerial Council on Education, Employment, Training and Youth Affairs (MCEETYA) conducted an assessment of a sample of Year 6 and Year 10 students across Australia to assess their proficiency in civics and citizenship. The assessment of civics and citizenship is part of a national plan that has been put in place to monitor and…

In 2007, the Ministerial Council on Education, Employment, Training and Youth Affairs (MCEETYA) conducted an assessment of a sample of Year 6 and Year 10 students across Australia to assess their proficiency in civics and citizenship. The assessment of civics and citizenship is part of a national plan that has been put in place to monitor and…

Data can help identify solutions to some of the biggest problems in schools. Yet few schools use data effectively. The purpose of this book is to help schools become aware of the advantages of collecting and using data (data analysis) for overall school improvement. The book begins with an overview of the current state of education and the…

This training guides is designed to teach educators how to use data for school improvement. There is an emphasis on student achievement data, because achievement is the "bottom line" in assessing schools and school systems, but other types of data necessary to measure school quality are also considered. The chapters are: (1)…