During data collection, field interviewers often append notes or comments to a case in open text fields to request updates to case-level data. Processing these comments can improve data quality, but many are non-actionable, and processing remains a costly manual task. This article presents a case study using a novel application of machine learning…

Netnography (Kozinets, 2010) is an ethnographic approach to study communities that exist primarily online. Engaging in online participant observation, the netnographer connects to the online community through a computer screen, and the field is located inside the screen. Although it has been used in marketing research extensively, netnography is a…

This article examines literacy coaches' (n = 7) digital note-taking practices using mobile technology and their influence on reflective practice. The study, which employed a design-based approach, investigated the coaches' transition from note-taking by paper and pencil to the note-taking application Evernote. Data included interviews with the…

This study is aimed at investigating students' annotation behaviors and their effects on learning achievement with pre-reading (reading before class) exercises and Web-based sharing mechanisms. An 8-week quasi-experiment was conducted with 125 sixth-grade elementary school students. The study shows the following results. First, a significant…