“…The question of whether for-profit and public institutions compete for students is also independently important given the overlap in programs offered by two-year public and for-profit institutions (e.g., Cellini 2009) and disparate costs (e.g., Laband and Lentz 2004;Cellini 2012). Two recent papers examine enrollment spillovers between the for-profit and public sectors due to changes in prices, resources, or institutional availability and find evidence of substitution (Goodman and Henriques 2015;Armona, Chakrabarti and Lovenheim 2016). Similarly, our analysis contributes to broader debates in education policy, as issues of competition and public-private crowd-out arise in debates over universal preschool, charter schools, and voucher programs (e.g., Bassok, Fitzpatrick and Loeb 2014;Epple, Figlio and Romano 2004).…”