In today's online data-driven world, people constantly shed data and deposit digital footprints. When individuals access health services, governments and health providers collect and store large volumes of health information about people that can later be retrieved, linked and analysed for research purposes. This can lead to new discoveries in…

As Twitter's (or X's) influence permeates aspects of education, researchers must consider how to ethically and effectively leverage the unique types of data that this social media platform offers. This paper provides recommended methodological practice considerations for working with qualitative Twitter data toward the advancement of education…

It is widely assumed that researchers must normally secure informed consent from participants if research is to be ethical. But what exactly are people being asked to consent to? Most obviously, it is to supplying, or providing access to, data; but are they also agreeing that this data can be used in any way relevant to the research, or do they…

Analysis of user-generated data (for example process data from logfiles, learning analytics, and data mining) in computer-based environments has gained much attention in the last decade and is considered a promising evolving field in learning sciences. In the area of educational assessment, the benefits of such data and how to exploit them are…

Learning analytics (LA) has gained increasing attention for its potential to improve different educational aspects (e.g., students' performance and teaching practice). The existing literature identified some factors that are associated with the adoption of LA in higher education, such as stakeholder engagement and transparency in data use. The…

This article presents the findings of a systematic qualitative analysis of research in the ethics of digital trace data use in learning and education. From the resulting analysis of 77 peer-reviewed studies, we (1) map the characteristics of research by study type, academic community, institutional setting, and national context; (2) identify the…

Although ethical guidelines for doing Internet research are available, most prominently those of the Association of Internet Researchers (www.aoir.org), ethical decision-making for research on publicly available, naturally-occurring data remains a major challenge. As researchers might also turn to others to inform their decisions, this article…

The Conference on College Composition and Communication (CCCC) represents teachers and researchers of composition and communication in all possible genres, media, contexts, and exigencies; for the purpose of these guidelines, "writers" and "writing" will be all-encompassing, and the term "researcher" will refer to…