“…In the same vein, Aggarwal, Hanley and Zhao (2019) and Yen, Wang and Chen (2021) examine external quality ratings, while Belitski and Boreiko (2022) interpret additional venture characteristics as quality signals. 6 For instance, Faust et al (2022) and Mansouri and Momtaz (2022) examine whitepapers using machine learning models, while Samieifar and Baur (2021), Florysiak and Schandlbauer (2022), Kasatkin (2022) and Thewissen et al (2022Thewissen et al ( , 2023) also focus on whitepaper characteristics; Roosenboom, van der Kolk and de Jong (2020) examine bonus schemes and offering duration; Amsden and Schweizer (2018) consider the ETH/USD traded price and volatility; Albrecht, Lutz and Neumann (2020) focus on the initial offering price and online search trends; Blaseg (2018), Momtaz (2020), Campino, Brochado andRosa (2021), Guzman, Pinto-Gutierrez and Trujillo (2021) Wei (2021), andXu et al (2021) focus on venture team characteristics; venture CEO characteristics are examined by Momtaz (2021aMomtaz ( , 2021c and Colombo et al (2022);Fisch, Meoli and Vismara (2022) examine the choice of token offerings versus traditional financing alternatives; topics such as venture capital investor participation, venture domicile and fraudulent behaviour are examined by Giudici and Adhami (2019), An et al (2021), Hackober and Bock (2021) (similar to the topics examined for traditional venture capital finance by Capizzi, Croce andTenca, 2022 andLevasseur, Johan andEckhardt, 2022), Shrestha et al (2021), Hornuf, Kück andSchwienbacher (2022), Swartz (2022), and…”