Various data systems have been long and pervasively used in schools to collect student data. However, very few educators are able to apply their collected data to improve their teaching. The purpose of this article is to investigate how middle school teachers adapt data mining protocols to enhance their teaching and to improve their students'…

With the widespread use of learning analytics (LA) tools, there is a need to explore how these technologies can be used to enhance teaching and learning. Little research has been conducted on what human processes are necessary to facilitate meaningful adoption of LA. The research problem is that there is a lack of evidence-based guidance on how…

To keep pace with today's rapidly growing knowledge-driven society, productive self-regulation of one's learning processes are essential. We introduce and discuss a trace-based measurement protocol to measure the effects of scaffolding interventions on self-regulated learning (SRL) processes. It guides tracing of learners' actions in a learning…

This dissertation, which comprises three independent essays, explores the dynamics of online user behavior and provides IS policy implications across three different applications. The first essay employs an econometric empirical analysis to examine the role of IT interventions on online users' gambling behavior, based on field data collected over…

Early warning systems combine multiple data points, translate them into predictive indicators that are based on research, and proactively communicate them to stakeholders, so they can examine which students are or are not on track for postsecondary success and intervene accordingly. Early warning reports provide the student-level information…

Objectives: Successful implementation of child protection program interventions and child and family welfare services is contingent upon the availability and use of good quality information, as emphasized by the recent Convention on the Rights of the Child's General Comment 13. Yet, the role of information within child protection is not well…

Lifeline Australia Inc. provides a free 24-hour telephone counselling and referral service to all Australians. The trained telephone counsellors of the service record information on many of their calls in Lifeline's Client Service Management Information System (CSMIS). This paper presents a descriptive summary of a national CSMIS data set, which…

This Digest discusses computer assisted advisory practices currently in use in community colleges, outlining the types of data collected and how they are used, including the use of tracking to plan interventions for at-risk students. Enhanced computer technology has improved the effectiveness of academic advising by enabling more thorough and…

A revised system was developed for documenting the rights restrictions of persons with mental retardation at a state residential facility. The system included a new form, response effort reduction, inservice training for staff, and staff feedback. Results showed an immediate and sustained reduction in documentation errors of 96 direct-care and…