“…In the NFL, Ehrlich et al (2021) account for distance and use dummies for full-, reduced-, and zero-crowd games, but they do not include a continuous crowd size or density measure, while Smith et al (1997) account for distance and time zones but not crowd, familiarity, or other factors. Our main specification advances the literature within college football by introducing various measures of familiarity, including team-stadium, opponent-stadium, and team-opponent familiarity, which loosely resemble some familiarity measures used in other sports (e.g., Boudreaux et al, 2017;Fischer & Haucap, 2021;Losak & Sabel, 2021;McHill & Chinoy, 2020). In the various robustness checks and model extensions we explore in Section 6, we also introduce crowd density (e.g., Böheim et al, 2019;Inan, 2020;Schwartz & Barsky, 1977), weather (utilized, at least to some extent, by Cross & Uhrig, 2020;Fischer & Haucap, 2021;Losak & Sabel, 2021), and head-coach familiarity (perhaps novel to the entire home-field advantage literature, though Fischer & Haucap, 2021, utilize a dummy variable indicating head coaches in their first season with their team) into the college football literature.…”