Q methodology (Q) offers a scientific way to study subjectivity, meaning people's viewpoints about a topic. The underlying assumption of Q is that when people share an experience, they do not necessarily form the same viewpoint about that experience. This is different from the use of Likert-scale surveys that report results using aggregate…

The field of bullying research deals with methodological issues and concerns affecting the comprehension of bullying and how it should be defined. For the purpose of designing relevant and powerful bullying prevention strategies, this article argues that instead of pursuing a universal definition of what constitutes bullying, it may be of greater…

All cognitive diagnostic models that evaluate educational test data require a Q-matrix that combines every item in a test with the required cognitive skills for each item to be answered correctly. Generally, the Q-matrix is constructed by education experts' judgment, leading to some uncertainty in its elements. Various statistical methods are…

With a focus on methodology and research process, this paper explores researcher collaboration in the development, implementation, analysis, and dissemination of a multi-institutional study of teacher educators' perspectives on technology infusion. At the conclusion of the 2018 National Technology Leadership Summit (NTLS), attendees recommended…

In this paper, we argue that William Stephenson, Qmethodology, when demonstrated through the research conducted for the SANCOOP: "Climate & Beliefs" project can provide guidance for doing context-specific mixed-method research and has implications for climate change education in South Africa. In the project, Q-methodology was mixed…

This case study describes a Q methodology study which captured and analyzed the viewpoints of 45 UK teachers online. The teachers might liken their participation in the study to a "card sort" activity: their relative placement of statement cards revealed their opinions of mastery in mathematics. Factor analysis of the completed sorts…