The "Q" test is regularly used in meta-analysis to examine variation in effect sizes. However, the assumptions of "Q" are unlikely to be satisfied in practice prompting methodological researchers to conduct computer simulation studies examining its statistical properties. Narrative summaries of this literature are available but…

Q methodology is a method to systematically study subjective matters such as thoughts and beliefs on any given topic. Q methodology can be used for both theory building and theory testing. The purpose of this paper was to give a brief overview of Q methodology to readers with various backgrounds. This paper discussed several advantages of Q…

This manuscript's purpose is to introduce Q as a methodology before providing clarification about the preferred factor analytical choices of centroid and theoretical (hand) rotation. Stephenson, the creator of Q, designated that only these choices allowed for scientific exploration of subjectivity while not violating assumptions associated with…

Q methodology (Q) has offered researchers a unique scientific measure of subjectivity since William Stephenson's first article in 1935. Q's focus on subjectivity includes self-referential meaning and interpretation. Q is most often identified with its technique (Q-sort) and its method (factor analysis to group people); yet, it consists of a…

Q methodology, an approach to inquiry on the subjective views about a complex phenomenon/issue which has been increasingly employed in a wide range of social science fields has not yet been applied in language learning and teaching research. It is a unique approach that has characteristics of both qualitative and quantitative research methods. The…

This article is primarily methodological but has dual aims. First, it makes a case for Q methodology as an effective and so far little exploited means of capturing, comparing and contrasting individual perspectives on a specific question in the field of educational leadership. In common with other research approaches designed to uncover the…

For many students, embarking on higher education can pose particular threats and challenges, not only to academic identity, but also to fundamental, personal aspects of the self. This paper reports a methodological study that employed quantitative and qualitative research methods to explore the impact on the sense of self and self-esteem of a…

This paper discusses alternatives to R-technique factor analysis that are applicable to counseling and psychotherapy. The traditional R-technique involves correlating columns of a data matrix. O, P, Q, S, and T techniques are discussed with particular emphasis on Q-technique. In Q-technique, people are factored across items or variables with the…

A study explored issues regarding the selection of a Q sample in three studies using Stephenson's Q technique or Q methodology: a current study on initial interaction in interpersonal communication; a second study on the effects of alcohol use on interpersonal communication (these two studies are in progress and are the outgrowth and work of two…