We propose that machine-learned computational models (MLCMs), in which the model parameters and perhaps even structure are learned from data, can complement extant approaches to the study of text and discourse. Such models are particularly useful when theoretical understanding is insufficient, when the data are rife with nonlinearities and…

Literacy is a critically important and contemporary issue for educators, scientists, and politicians. Efforts to overcome the challenges associated with illiteracy, and the subsequent development of literate societies, are closely related to those of poverty reduction and sustainable human development. In this paper, the authors examine literacy…

This study was carried out in three secondary schools of varying socioeconomic levels within the usual framework of tasks completed by students while studying towards a national assessment. The study examined the change in the nature of the interactions between students in group conversations, in the context of a film unit and a geography unit…

Reading is a complex act mediated by cognitive and sociocultural constructs that include classroom discourse and personal epistemology. This study explored the epistemic beliefs underpinning the discourse of four third-grade, male struggling readers and sought to understand how these beliefs unfolded during the critical-analytic reading…