Recently, interest in using video to facilitate teacher reflection has increased. Despite this increase, the frameworks employed to help teachers use video to reflect on their teaching are not based on the results of prior video analysis research. There is a need to better understand how and in what ways video has been used to reflect on one's own teaching. The purpose of this paper is to review past studies in order to help educators make more informed decisions as they establish their own video analysis processes. This review includes 63 studies where participants recorded their own teaching, examined their performance on video and reflected on the performance. Several dimensions of video analysis that varied across past studies are discussed: type of tasks, manner of facilitation, extent to which teachers reflect individually or collaboratively, length of video used, number of reflections and measurement. This paper summarizes reported findings regarding each of these dimensions and raises several questions that need further investigation. (Contains 2 tables.)