I make the datasets I construct in my research publicly available. If you use any of
these data, please cite the associated paper.
Global Crowdfunding & Regulatory Clarity (2015–2020)
Country-by-year digital financing (debt- and equity-based crowdfunding) activity for
countries worldwide, together with a hand-built regulatory clarity index of
crowdfunding regulations. From Ran, Rau & Ziegler (2025), Management Science.