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…

Introduction: The analysis of detailed interaction records is fundamental to development of user-centred systems. Researchers seeking such data must recruit volunteers willing to allow tracking of their interactions. This study examines privacy and trust attitudes in the intent to volunteer for research requiring installation of tracking software.…

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…

Online surveys are increasingly used in educational research, yet little attention has focused on ethical issues associated with their use in educational settings. Here, we draw on the broader literature to discuss 5 key ethical issues in the context of educational survey research: dual teacher/researcher roles; informed consent; use of…

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…

Introduces two data distortion methods (Frequency-Imposed Distortion, Frequency-Imposed Probability Distortion) and uses a Monte Carlo study to compare their performance with that of other distortion methods (Point Distortion, Probability Distortion). Indications that data generated by these two methods produce accurate statistics and protect…

The paper discusses a study of self-disclosure patterns of 29 college men and 35 college women. The purpose of the study was to determine the extent to which college students confided in their best male friend, best female friend, mother, and father about attitudes and opinions, tastes and interests, work and studies, money, personality, and body.…

Presents guidelines for statistics for Web-based information resources developed by the International Coalition of Library Consortia (ICOLC). Outlines use elements that must be provided: number of queries, menu selections, sessions, turn-aways, and items examined. Discusses privacy; user, institutional, and consortial confidentiality;…