This article began as a response to the article 'Action research as narrative: five principles for validation' by Heikkinen, Huttunen and Syrjala, which appears in this issue of Educational Action Research. In so doing it addresses the question 'How can we tell whether an action research study is good?' by arguing that validity is a construct that can be used to evaluate the quality of qualitative research studies, including action research.