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…

Adolescent populations have become increasingly accessible through online data collection methods. Online surveys are advantageous in recruiting adolescent participants and can be designed for adolescents to provide informed consent without the requirement of parental consent. This study sampled 338 Australian adolescents to participate in a low…

Advances in the field of multimodal learning analytics (MMLA) research is often accomplished by actively exploring new technologies and techniques related to the collection and analysis of data. Exploration of ethical principles and procedures for governing the use of new technologies and techniques, however, is not as readily pursued. As…

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…

Background: Schools are ideal environments in which to conduct child and adolescent physical activity (PA) research. Despite this, PA-specific practical guidance for school-based research is lacking, which may present unique challenges to researchers. Based on reflections from our own experiences, this paper seeks to provide practical guidance on…

The main purpose of this qualitative study is to identify the lived experiences of academicians working in the field of educational administration in Turkey with regard to obtaining permission for scientific research in educational institutions and examine it within the context of academic freedom and ethics. A case-study approach was used to…

This paper aims to reflect upon ethical dilemmas arising from educational research in humanitarian contexts, particularly when involving children. In recognition of the paucity of knowledge on how to define ethics in humanitarian research, we review the existing body of literature that explores ethical responsibilities towards children involved in…

Background: Digital storytelling (DST) has been embraced in classrooms around the world as a way to unpack issues of identity and positionality which are critical for any pedagogy concerned with social justice. However, adopting this process-orientated practice into higher education raises ethical concerns especially in relation to the normative…

Most studies on the use of digital student data adopt an ethical framework derived from human-subject research, based on the informed consent of the experimental subject. However, consent gives universities little guidance on using learning analytics as a routine part of educational provision: which purposes are legitimate and which analyses…

Doing insider research can raise many problematic issues, particularly if the insiders are also close relatives. This paper deals with complexities arising from research which is participatory in nature. Thus, this paper seeks to describe the various sticking points that were encountered by the researcher when she decided to embark on insider…

This article explores the use of iPads as part of a child-centred data collection approach to understand young children's creativity. Evidence is presented from a small study of three- to five-year-old children's creative play. Analysis of the children's engagement with iPad video diaries and free-to-use tablet applications was logged across two…

In light of increasing concerns about surveillance, higher education institutions (HEIs) cannot afford a simple paternalistic approach to student data. Very few HEIs have regulatory frameworks in place and/or share information with students regarding the scope of data that may be collected, analyzed, used, and shared. It is clear from literature…