Analyzing qualitative data from learning processes is considered "messy" and time consuming (Chi in J Learn Sci 6(3):271-315, 1997). It is often challenging to summarize and synthesize such data in a manner that conveys the richness and complexity of learning processes in a clear and concise manner. Moreover, qualitative data often…

Big data is a unique field of study which requires specialized analytics. The field of education has a lot of data: individual student test scores, attendance, behavior, and demographic data are just some of the regularly collected information year after year. Individual student data across an entire state over several years quickly becomes big…

There is a growing body of literature around digital research, specifically regarding data collection and how to pivot research designs to be more conducive to online and virtual research, but little in the way of how to analyze data remotely. In this article, we share firsthand experiences from a qualitative study utilizing Google apps, Zoom, and…

Constructively engaging with learning analytics enables institutions of higher education to support students in more personalized, empowering ways, but to do so requires sustained levels of collaboration not commonly found within colleges and universities. Themes that emerge from the chapters of this volume provide useful principles for leveraging…

Constructionism can be a powerful framework for teaching complex content to novices. At the core of constructionism is the suggestion that by enabling learners to build creative artifacts that require complex content to function, those learners will have opportunities to learn this content in contextualized, personally meaningful ways. In this…

This article offers a reflective analysis on how the author came to a deeper understanding of transformative learning while collaborating on a research project with Patricia Cranton from 2012- 2014, resulting in "A Novel Idea: Researching Transformative Learning in Fiction," published by Sense Publishers in 2015. They read six…

Prototype work can support the creation of data visualizations throughout the research and development process through paper prototypes with sketching, designed prototypes with graphic design tools, and functional prototypes to explore how the implementation will work. One challenging aspect of data visualization work is coordinating the expertise…

How does teacher change get conceptualized, supported, and realized? The authors address this far-reaching question by exploring how teacher collaboration, centered on examining student learning data, can result in changes in instructional perspectives and practices. Their case study consists of a middle school mathematics teacher group working…

To do research that really makes a difference--the authors of this book argue--social scientists need questions and methods that reflect the complexity of the world. Bringing together a consortium of voices across a variety of fields, "Methods that Matter" offers compelling and successful examples of mixed methods research that do just…

What do we do when we read in another language? How do we make sense of the lexical and syntactic structures on the page? This study's development and use of the Miscue Coding for Metacognitive Strategies (MCMS), a foreign language assessment tool, offers language students and instructors a holistic approach to considering these questions. In this…

Collaborative research often refers to collaboration among the researcher and the participants. Few studies investigate the collaborative process among researchers themselves. Assumptions about the qualitative research process, particularly ways to establish rigor and transparency, are pervasive. Our experience conducting three collaborative…

The 11th International Conference on Educational Data Mining (EDM 2018) is held under the auspices of the International Educational Data Mining Society at the Templeton Landing in Buffalo, New York. This year's EDM conference was highly competitive, with 145 long and short paper submissions. Of these, 23 were accepted as full papers and 37…

This article was authored by a university educator and a twelve year-old child. The first author was a visiting teacher to a small, rural, state primary school in Queensland Australia. She spent one day per week for nineteen weeks fostering an inquiry-based stance to teaching and learning. The second author is a student within the researched…

Drawing on research supported within the Scottish "Applied Educational Research Scheme" this paper explores the use of the Virtual Research Environment (VRE) in developing "communities of enquiry" in Scottish education and research. It focuses on the role of VREs in influencing collaborative working and educational research.…

This paper focuses on the role of collaboration in facilitating critical reflection and interpretation of data in a collaborative research project undertaken by school-based and university-based researchers. The popular image of research in the natural and social sciences has long been dominated by the figure of the lone researcher, but this image…