To paraphrase John Tukey, the beauty of working with data is that you get to "play in everyone's backyard." A corollary to this statement is that working with data necessitates collaboration. Although students often learn technical workflows to wrangle and analyze data, these workflows may break down or require adjustment to accommodate…

The present study (n = 357) investigates the effects of collaborative note-taking behaviors on learning performance and note quality. To conceptualize collaborative note-taking, the present study introduces the collaborative encoding-storage paradigm, where collaborative writing behaviors are viewed as types of collaborative encoding and the…

Evaluators can work with brief units of text-based data, such as open-ended survey responses, text messages, and social media postings. Online crowdsourcing is a promising method for quantifying large amounts of text-based data by engaging hundreds of people to categorize the data. To further develop and test this method, individuals were…

Introduction: We report on the experiences of a group of people as they become Wikipedia editors. We test Benkler's (2002) theory that commons-based production processes accelerate the creation of capital, questioning what knowledge production processes do people engage in as they become editors? The analysis positions the development of editing…

Through a study of collaborative writing at a student advocacy nonprofit, this article explores how writers distribute their text planning across tools, artifacts, and gestures, with a particular focus on how embodied representations of texts are present in text planning. Findings indicate that these and other representations generated by the…

Wikis are "convergent media" which allow authors to work and make meaning across, as well as within, the two modes of interaction. In order to obtain a true picture of the nature of student-student (non-) collaboration in wiki mediated writing activities, this paper therefore argues that it is necessary to examine students' discussion…

Delivery has often been treated as an afterthought of the "real work" of writing. This article demonstrates how writers in some contexts must think very carefully about delivery from the very beginning of their process. Tracking collaborative writers' talk, this article demonstrates how a group of writers works to anticipate delivery by…

Peer review is applied as a powerful tool to enhance student collaboration online writing. The purpose of this paper is to analyse learners' mechanisms of peer reviewing in the nature of student interventions and interactions in written online peer reviewing and how categorization of student comments can be used as a means for analysing student…