This article summarizes the methods, observations, challenges and implications for exploratory analysis drawn from two learning analytics research projects. The cases include an analysis of a games-based virtual performance assessment and an analysis of data from 52,000 students over a 5-year period at a large Australian university. The complex…

This brief research report gives an overview of a visually based methodology that has recently been used to shed light on situated decision-making in a high stakes educational assessment environment. Looking carefully at the feedback interactions taking place between senior and less senior examiners, the project aim was to gain insight into the…

Earlier studies have suggested that higher education institutions could harness the predictive power of Learning Management System (LMS) data to develop reporting tools that identify at-risk students and allow for more timely pedagogical interventions. This paper confirms and extends this proposition by providing data from an international…

This paper provides an overview of the entire process necessary to developing a university-wide web survey, from the community-building process for creating support for the survey and determining the questions, to the specific tasks necessary for designing and administering an efficient web product. (Contains 17 tables.)

Differences in test performance on time-limited tests may be due in part to differential response-time rates between subgroups, rather than real differences in the knowledge, skills, or developed abilities of interest. With computer-administered tests, response times are available and may be used to address this issue. This study investigates…

Under the impetus of a mandate by the Arkansas legislature to utilize survey data in program planning, a microcomputer system was developed to facilitate the convenient collection and analysis of questionnaire responses. The Questionnaire Generator/Analyzer is divided into four sections to: (1) provide a bank of questionnaire items in ten topic…

Analysis of patterns in time (APT) is presented as a method for gathering information about observable phenomena so that probabilities of temporal patterns of events can be estimated empirically. APT is illustrated through a classroom study of 25 mentally handicapped students and in a study of 2 computer-based tests. (SLD)

Over the last two decades there has been an increase in the use of qualitative research, particularly in the human sciences. Such a move has resulted in an increasing number of researchers across disciplines using various types of qualitative software specially designed for managing text and facilitating analysis of qualitative data. However, we…

The 7th International Conference on Education Data Mining held on July 4th-7th, 2014, at the Institute of Education, London, UK is the leading international forum for high-quality research that mines large data sets in order to answer educational research questions that shed light on the learning process. These data sets may come from the traces…

The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…