“…Crunchbase data has been used in various studies that cover the performance of VC investors (e.g., Reiff & Tykvová, 2021), business angels (e.g., Block et al, 2019), or startups and their entrepreneurs (e.g., Kleinert et al, 2021). Furthermore, while other IPO studies often rely on data from Zephyr (e.g., Rigamonti et al, 2016), prior research that investigated the relationship between private and public equity also frequently relies on Crunchbase data (e.g., Rossi et al, 2020Rossi et al, , 2022Signori & Vismara, 2018). To identify our sample of impact investors and matched VC investors from Crunchbase, we initially retrieve the full population of 770,840 investments by 112,148 investors (as of May 2022).…”