This is the decade of data analytics and big data, but not everyone agrees with the definition of big data. Some researchers see it as the future of data analysis, while others consider it as hype and foresee its demise in the near future. No matter how it is defined, big data for the time being is having its glory moment. The most important…

The purpose of this study was to examine student perceptions of privacy principles related to learning analytics. Privacy issues for learning analytics include how personal data are collected and stored as well as how they are analyzed and presented to different stakeholders. A total of 330 university students participated in an exploratory study…

The 2015 Federal Student Aid Supplement (FSA Supplement), directed by the National Center for Education Statistics (NCES) at the U.S. Department of Education (ED), is a collection of federal student loan data intended to augment the 1996/01 Beginning Postsecondary Students Longitudinal Study (BPS:96/01) and the 2004/09 Beginning Postsecondary…

With the Internet advancements of information systems and social media channels, consumer data has become a valuable source for companies and social networking communities. These Internet businesses are allowed to use and share their customers' information, with minimal regulatory intervention other than in health and financial areas. This…

There has been increasing interest in using of web-based surveys--rather than paper based surveys--for collecting data on alcohol and other drug use in middle and high schools in the US. However, prior research has indicated that respondent confidentiality is an underlying concern with online data collection especially when computer-assisted…

We discuss collecting data simultaneously from many different instruments, including both qualitative and quantitative sources. A list of instruments used is provided, and data collection methods are described. Many practical logistical concerns are discussed, warning of potential pitfalls to be avoided. This article is intended to be a practical…