While many instructors are aware of the "Literary Digest" 1936 poll as an example of biased sampling methods, this article details potential further explorations for the "Digest's" 1924-1936 quadrennial U.S. presidential election polls. Potential activities range from lessons in data acquisition, cleaning, and validation, to…

One of the key commitments of the Community College Research Initiatives (CCRI's) STEM Transfer Partnership (STP) program is to transform STEM transfer pathways and improve outcomes for students from low-income backgrounds using student input. Student input is an essential element in institutional transformation for student success but the process…

Data is so deeply woven into the fabric of people's lives that it is next to impossible to imagine what a data-free life would be like. But despite the centrality of data in everyone's personal lives, when people talk about data in schools, their comments are often negative. The authors of this article believe "data" should not be a…

The use of student data to inform decision-making and communication is still evolving in higher education. Often missing from campus conversations about use of student data are student voices about their preferences and needs. NASPA and New America engaged in a joint research effort to better understand student perceptions of data use within…

This article describes a 6-week module course called Just Google It! that the author developed and teaches each fall semester. Students who take the course explore personal data collection by private companies, search algorithms, identify implicit bias in the results, and learn the best recommended privacy and security practices. At the end of the…

World-wide responses to the global pandemic, such as travel restrictions, border closures and lockdowns, have posed new challenges to researchers. For qualitative researchers conducting fieldwork, gathering data in person can be inapplicable (Howlett, 2021). My research investigates English as a Foreign Language (EFL) pre-service teachers' beliefs…

We describe a semester-long project for an introductory statistics class that studies the broken windows theory of policing and the related issues of race, policing, and criminal justice. The most impactful feature of the project is the data-collection phase, in which students attend and observe a public arraignment court session. This "Court…

The inclusion of age-appropriate transition assessments is a key component of transition services for students with disabilities. Although these assessments may focus on a variety of areas, their general purpose is to provide guidance in developing individualized postschool goals and design transition services to help students achieve these goals.…

Learning analytics is an emerging discipline and, as such, benefits from new tools and methodological approaches. This work reviews and summarizes our workshop on microgenetic data analysis techniques using R, held at the second annual Learning Analytics Summer Institute in Cambridge, Massachusetts, on 30 June 2014. Specifically, this paper…

Increasingly, employers are seeing the need to have employees who have capabilities in sustainability. The hope is that there will be a sufficient number of appropriately educated people to enter the environment profession to meet the needs of these employers and the community. For some two decades a range of university programmes in Australia…

Lessons in community building and cultural understanding are important aspects of a 21st-century education. Through such lessons, students gain the keys to societal understanding as they gain knowledge about their cultural and historical contexts, and use that understanding as a setting for exploration of deeper values, emotional experiences, and…

Within the context of the telecom industry, this teaching case is an active learning analytics exercise to help students build hands-on expertise on how to utilize Big Data to solve a business problem. Particularly, the case utilizes an analytics method to help develop a customer retention strategy to mitigate against an increasing customer churn…

The COVID-19 pandemic has fundamentally changed the ways schools and other youth-serving agencies are operating. To prevent the continued spread of the virus, many schools and agencies have moved to virtual only or hybrid virtual/in-person activities. Along with adapting many other activities, schools and agencies' approaches to bullying…

Listening closely to what students say about their school experiences can be beneficial to educators for understanding and addressing school-related topics and problems and rethinking policies and practices. The purpose of this toolkit is to provide educators with a purposeful and systematic way to elicit and listen to student voice to inform…

While engaged in academic reading, a university provost converged on an idea to use a preferential approach to students' selection of college courses, similar to the recommendation systems used by "Netflix" and "Amazon." The result of this idea came to be known as "Degree Compass" and was implemented on the campus of…