“…These studies exhibit a range of research designs and measurement approaches, including surveys, analyses of card-swipe data, descriptive statistics, and regression-based approaches. Survey studies collected self-reported outcomes and facility visits (Brock et al, 2015; Forrester, 2014, 2015; Henchy, 2011; Leppel, 2005; Mayers et al, 2017; Miller, 2011; Vasold et al, 2019a; Zizzi et al, 2004), whereas card-swipe data collected when students entered facilities allows for pairing with other institutional data and comparison of academic outcomes for all enrolled students (Belch et al, 2001; Danbert et al, 2014; McElveen & Ibele, 2019) versus just users (Roddy et al, 2017). Some studies have used multivariate approaches, finding significant relationships between facility use and academic outcomes, controlling for various student characteristics (Belch et al, 2001; Huesman Jr et al, 2007, 2009; Roddy et al, 2017; Zegre et al, 2020).…”