“…To get a clearer picture of how effective mathematics coaching really is — as well as the effects of mathematics specialists — we and other researchers have developed a small body of research that attempts to zero in on the effects of coaching itself, apart from any other variables that might influence student achievement (Campbell & Malkus, 2011; Ellington, Whitenack, & Edwards, 2017; Harbour, Adelson, & Karp, 2016; Harbour et al, 2018). As part of this work, we conducted an empirical study that drew upon restricted-use data from the National Assessment of Educational Progress (NAEP), administered by the National Center for Education Statistics (NCES), to explore relationships between the presence and responsibilities of mathematics coaches and specialists and student achievement (Harbour et al, 2016, 2018). To our knowledge, this is the only research to date that has measured the influence of mathematics coaches and specialists on student achievement using both large-scale and nationally representative data.…”