This commentary to the recent article by Musso et al. (2013) discusses issues related to model fitting, comparison of classification accuracy of generative and discriminative models, and two (or more) cultures of data modeling. We start by questioning the extremely high classification accuracy with an empirical data from a complex domain. There is…

The papers in this Special Issue were initially prepared for an EARLI 2013 Symposium that was designed to examine methodologies in use by researchers from two sister communities, Learning and Instruction and Learning Sciences. The four papers reflect a common ground in advances in conceptions of learning since the early days of the "cognitive…

In scoping reviews, boundaries of relevant evidence may be initially fuzzy, with refined conceptual understanding of interventions and their proposed mechanisms of action an intended output of the scoping process rather than its starting point. Electronic searches are therefore sensitive, often retrieving very large record sets that are…

Higher education has, to date, been unable to provide effective and lasting solutions to challenges of education, because large sections thereof continue to search for knowledge for its own sake. At best, they conduct responsive research, but on a small scale they reduce the complexity that is education to a neat unilinear process which can be…

The history of education as a distinct field has been the focus of study, research and writing in Australia for over a century. It achieved maturity with the establishment of the Australian and New Zealand History of Education Society in 1970 and the subsequent establishment of the Society's journal, "History of Education Review." Since…

Participatory research methods argue that young children should be enabled to contribute their perspectives on research seeking to understand their worldviews. Visual research methods, including the use of still and video cameras with young children have been viewed as particularly suited to this aim because cameras have been considered easy and…

This article explores aspects of eros in education in relation to ideas of indirectness associated with the French concept of "pudeur," sometimes translated as "modesty". It explores lines of thought extending through Emerson and Nietzsche but reaching back to Plato's "Symposium." This is a means of exposing the…

The purpose of this paper is to provide an easy template for the inclusion of the Bayes factor in reporting experimental results, particularly as a recommendation for articles in the "Journal of Problem Solving." The Bayes factor provides information with a similar purpose to the "p"-value--to allow the researcher to make…

Purpose: Reviews of research play a critical but underappreciated role in knowledge production and accumulation. Yet, until relatively recently, limited attention has been given to the "methodology" of conducting reviews of research. This observation also applies in educational leadership and management where reviews of research have…

An iterative unpacking strategy consists of sequencing empirically-based theoretical developments so that at each step of theorizing one theory serves as an overarching conceptual framework, in which another theory, either existing or emerging, is embedded in order to elaborate on the chosen element(s) of the overarching theory. The strategy is…

Within the area of interpretative case studies, there appears to be a vast amount of literature about theoretical interpretations as the main analytical strategy. In light of this theoretically based strategy in case studies, this article presents an extended perspective based on Charles Sanders Peirce's concepts of abduction, deduction and…

This paper aims to explore and develop a theoretical approach for children's rights research in education formed through an encounter between the sociology of childhood and John Dewey's educational theory. The interest is mainly methodological, in the sense that the primary ambition of the investigation is to suggest a fruitful and useful…

Background: The inclusion of people with intellectual disability in research is a common requirement of research funding. Little conceptual clarity is available to guide the conduct of inclusive research or judge its fidelity, there is minimal evidence of its impact, and questions remain about its feasibility and rigour. Method: A comprehensive…

Background: There is comparatively little published research that transparently charts the contribution of people with an intellectual disability to a collaborative research process. This paper illustrates the process of data analysis in a project located within the Emancipatory Disability Research (EDR) paradigm. Materials and Methods: Textual…

The academic study of educational technology is often characterised by critics as methodologically limited. In order to test this assumption, the present paper reports on data collected from a survey of 462 "research active" academic researchers working in the broad areas of educational technology and educational media. The paper…