This study analyzed the influence of rhetoric in the endorsement text on the willingness of the crowd to participate in citizen science projects. Four categories of endorsers were studied: professors, students, industrial researchers, and amateur researchers. Using 1243 endorsement texts from 543 citizen science projects as the corpus, the effects…

The authors provide novice teachers with a step-by-step introduction to linguistic analysis, a tool to identify gaps between English learners' proficiency levels and the language demands of their coursework in the content areas.

Text provides a compelling example of unstructured data that can be used to motivate and explore classification problems. Challenges arise regarding the representation of features of text and student linkage between text representations as character strings and identification of features that embed connections with underlying phenomena. In order…

Writing researchers have long sought to make tacit writing knowledge explicit, rendering it available for learning and critique. We advance this endeavor by describing our use of the "tool-based interview" (TBI) as a variation of Odell, Goswami, and Herrington's influential discourse-based interview (DBI). Rather than the product-focused…

Political communication exemplifies rhetoric and propagandist approach in its various forms, among which the Aristotle's rhetorical theory and its three aspects, ethos, pathos and logos are the major ones. This study used these three as indicators of public rhetoric in the context of Indonesian parliamentarian speeches This study used a…

Many agree that education needs new goals that reflect the demands of the future. These are often called 'Future Skills', referring to the knowledge, attitudes, values, skills, and competencies intended to prepare learners for the future. The need to teach such Future Skills is often cited, justified by the perception that the future will present…

Classroom discourse is a core medium of instruction -- analyzing it can provide a window into teaching and learning as well as driving the development of new tools for improving instruction. We introduce the largest dataset of mathematics classroom transcripts available to researchers, and demonstrate how this data can help improve instruction.…

Informed by critical data literacy efforts to promote social justice, this paper uses qualitative methods and data collected during two years of workplace ethnography to characterize the notion of critical novice data work. Specifically, we analyze everyday language used by novice data workers at DataWorks, an organization that trains and employs…

In this article, we use grounded practical theory to develop a practical theory for using "difficult data" in Language and Social Interaction university classes. "Difficult data" are transcribed, audio/video-recorded data that contain language and ideologies that could be offensive, bigoted, or otherwise disturbing. We provide…