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In this chapter, we offer a glimpse behind the scenes of higher education scholarship in action. We reflect on the unanticipated complexities of a participatory action research project on the peer review of teaching in a university context. Our aim was to promote a culture of ongoing reflection that would lead to quality enhancements in learning, teaching, and curriculum practices. Instead, this was one of the most fraught teaching development and research projects in which we been involved, in over thirty years combined working, researching, and teaching in higher education. Documenting our reflective practice offers a way of working through the complex and messy ethical, theoretical, practical, and affective challenges of this research and teaching development project. We share our learning about the risks and complexities of ‘insider research’ or researching within our own institution. This chapter has provided an opportunity to reflect on our assumptions, values, integrity, and ethical positioning–in other words, to explore questions of researcher reflexivity.