“…In many countries, start-ups are not required to publicly disclose their financial statements. Data scarcity explains why relatively few scholars have investigated the financing of start-ups, or have relied on (survey) data of start-ups founded in one particular year (e.g., Cerqueiro & Penas, 2016;Cole & Sokolyk, 2018;Robb & Robinson, 2014, all rely on startups founded in 2004), or have focused on non-random samples of start-ups applying for financing at one particular financial institution (e.g., Cressy, 1996;Fracassi, Garmaise, Kogan, & Natividad, 2016). We take advantage of the Belgian setting, where all non-financial firms have a legal obligation to annually file their financial statements, to construct a comprehensive sample of start-ups founded before and during the recent financial crisis.…”