Data models built for analyzing student data often obfuscate temporal relationships for reasons of simplicity, or to aid in generalization. We present a model based on temporal relationships of heterogeneous data as the basis for building predictive models. We show how within- and between-semester temporal patterns can provide insight into the…

Information communications technologies (ICTs) like laptops, smartphones and portable storage devices facilitate travel, communication and documentation for researchers who conduct fieldwork. But despite increasing awareness about the ethical complications associated with using ICTs among journalists and humanitarians, there are few reflections on…

School discipline and school safety are primary areas of concern for school administrators. This article summarizes the research literature regarding suspension in response to nonviolent and subjective offenses for racial/ethnic minorities. Steps that administrators can follow in applying a root cause analysis with a focus on school practices are…

In this study, it is aimed to investigate the impact of different missing data handling methods on the detection of Differential Item Functioning methods (Mantel Haenszel and Standardization methods based on Classical Test Theory and Likelihood Ratio Test method based on Item Response Theory). In this regard, on the data acquired from 1046…

We propose a general cognitive diagnosis model framework to diagnose mental disorders using item scores obtained from clinical measurement instruments. This framework can be used to validate the extent to which the items measure the specific disorders. The method is illustrated using data obtained with the Dutch version of Millon Clinical…

This paper demonstrates a dynamic, collaborative, and dialogic strategy for guiding students (and experienced researcher teams) through rudimentary forms of visual analysis using draw-and-write datasets. The approach identifies five sequential stages of the visual analysis process and further delineates twenty activities therein. Akin to the…

Departments and programmes in higher education are required to participate in an increasing number of programme, course and student assessments. These assessment requirements are also opportunities to develop student skills related to scientific literacy and research, if students are included in the process of developing, administering and…

Grounded in the concept of organizational demography, the authors investigate various demographic, precollege, and socioeconomic student-level attributes that universities readily house, and use them to create customized early warning tools to advance students' academic success. Upon a review of prior studies of sociodemographic influences in…

Understanding human judgement and decision making during visual inspection of data is of both practical and theoretical interest. While visualizing data is a commonly employed mechanism to support complex cognitive processes such as inference, judgement, and decision making, the process of supporting and scaffolding cognition through effective…

Comprehensive school physical activity programs (CSPAPs) are one way to help students achieve most, if not all, of the recommended 60 minutes of daily moderate-to-vigorous physical activity (MVPA). Early in the process, one can use asset mapping to help enhance CSPAP efforts. Asset maps provide a valuable opportunity to identify potential partners…

"The Realities of Research Data Management" is a four-part series that explores how research universities are addressing the challenge of managing research data throughout the research lifecycle. The series examines the context, influences, and choices higher education institutions face in building or acquiring research data management…

Under emerging policy structures in California, the responsibility for school improvement is increasingly placed upon local school districts, with County Offices of Education (COEs) playing a critical support role. In this system, districts are responsible for school improvement, with counties in charge of ensuring quality across districts and…

Data use in teaching is at the heart of current educational policy and school improvement efforts. Dispelling magical thinking that it is a simple solution to underachieving schools, this timely book explores what data use in teaching really is, how it works in theory and practice, and why it sometimes fails to achieve expected goals. Drawing on…

This dissertation explores the use of Customer Relationship Management (CRM) technologies and processes in a large Midwestern undergraduate public Institution of Higher Education. CRM systems and processes have operated in business and industry for some time, but only more recently are CRM systems being adopted and used for undergraduate student…

"For students to be successful in school, they first have to be in school." With that simple statement, Jessica Sprick and Randy Sprick launch a compelling case for prioritizing student attendance. This comprehensive guide provides school and district-level administrators and teams with the background information, strategies, and tools…