This article is a revised version of the keynote presented at LAK '16 in Edinburgh. The article investigates some of the assumptions of learning analytics, notably those related to behaviourism. Building on the work of Ivan Pavlov, Herbert Simon, and James Gibson as ways of "learning as a machine," the article then develops two levels of…

A student information system, repository of most essential customer information and registration data, is especially vulnerable to data corruption because of its many different users. A hypothetical case illustrates how service to a college applicant can be compromised by inattention in system use. Specific areas of system vulnerability are noted,…

This report analyzes the implications of computerized medical information and the challenges it brings to individual privacy. The report examines the nature of the privacy interest in health care information and the current state of the law protecting that information; the nature of proposals to computerize health care information and the…

College and university institutional researchers can use unemployment insurance wage and related files to describe and compare students' workplace status before, during, and after enrollment. However, some issues must be addressed, including data delays, uncovered employment and other work status, confidentiality of records, information…