“…First, we highlight the major concerns of VAMs in the research, particularly those related to VAM use in high-stakes employment decisions because these themes were echoed in Houston and other federal cases. Although states and school districts were (and still are; Close et al, 2020) using VAM output alongside other teacher evaluation measures such as observations, and these measures can be similarly criticized for their statistical and pragmatic shortcomings (see, e.g., Gill, Shoji, Coen, & Place, 2016; Weisberg et al, 2009), the lawsuits detailed in Education Week (“Teacher Evaluation Heads to the Courts,” 2015), including Houston , directly pertain to states’ and school districts’ uses of VAMs only. 7 As such, we recognize but do not review the literature surrounding the systemic observations of teachers (see, e.g., Anderson, 2013; Goldring et al, 2015; Jiang, Sporte, & Luppescu, 2015; Steinberg & Garrett, 2016; Winerip, 2011).…”