Q methodology is a unique, yet underutilized methodology designed specifically to scientifically study subjectivity. Q, as it is most often referred to, is an appropriate methodology whenever a researcher is interested in uncovering and describing the multiple divergent viewpoints on any topic. Such discovery of viewpoints provides insight into…

Q pedagogy is a teaching approach that values the subjective viewpoints of students and incorporates them into the design of instruction. Q pedagogy is an instructional adaption of Q methodology, a research methodology first developed in the 1930s by Dr. William Stephenson to study people's subjectivity. Q methodology uses a special data…

This method note presents Q methodology as a useful tool for evaluators to add to their practice toolbox. Q methodology, which involves both quantitative and qualitative techniques, can help researchers and evaluators systematically understand subjectivity and the communicability of opinions and perspectives. We first provide an overview of Q…

An important element of good design, instructional or otherwise, is awareness of and being empathetic to the needs, wants, interests, values, and opinions of the intended audience. Typical approaches to learning about the subjective viewpoints of a particular audience have included survey instruments based on Likert-type items and open-ended…

Q methodology provides a unique mixed-methods means of examining subjectivity through the use of an activity called a Q sort in which participants must sort a list of given items within a predetermined sorting form. Although Q methodology has a long history as a research tool, its use as an instructional tool has not been extensively explored.…

Q methodology is an underutilized research methodology in the fields of education, instructional design and instructional technology, yet is well suited to research on perceptions of learning, efficacy of design, technology adoption and other issues within those fields. One reason for its lack of widespread use is the somewhat cumbersome nature of…

Q methodology provides a quantitative means of examining subjectivity through the use of an activity called a Q sort in which participants must sort a list of given items within a predetermined sorting form. Although Q methodology has a long history as a research tool, its use as an instructional tool has not been extensively explored. This is…

This article introduces Q methodology, an idea-sorting activity that can help Extension improve outreach and education on new and contentious issues. Q methodology is a helpful tool when Extension professionals are confronted with controversial or complex resource management challenges. Through the analysis of a simple card-sorting exercise,…

Supported by an Institute of Museum and Library Services National Leadership Grant, Mystic Seaport Museum educators present how findings from evaluations of their teacher professional development programs challenged them to reconsider what it means to understand and support teachers' unique professional needs. Included is a discussion of what it…

The research methodology known as Q Methodology is relatively unknown in the Malaysian sphere. Nonetheless, if you are uncovering 'points of view' held around a topic, Q Methodology is one of the methods to consider. There are seven (7) steps in Q Methodology implementation which combine both qualitative and quantitative methods. The aim of this…

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…

More and more districts--and several states--are adopting funding models like student-based budgeting (also called weighted student funding or fair student funding) to increase equity and promote principal autonomy. Giving school leaders new resources and new flexibility is a good first step, but it doesn't automatically lead to improved student…

This article extends the work by Armstrong and Shi on CUmulative SUM (CUSUM) person-fit methodology. The authors present new theoretical considerations concerning the use of CUSUM person-fit statistics based on likelihood ratios for the purpose of detecting cheating and random guessing by individual test takers. According to the Neyman-Pearson…

This article presents an original application of Q methodology in investigating the challenging arena of emotion in the Higher Education (HE) workplace. Q's strength lies in capturing holistic, subjective accounts of complex and contested phenomena but is unusual in employing a statistical procedure within an interpretivist framework. Here Q is…

In this chapter we show how a new type of political knowledge can be harnessed from everyday communication flows between citizens to support community and policy development processes. The emergence of this new knowledge will be enabled by an e-supported deliberation process (SOWIT) that aims to improve political communication and deliberation…