# Soft and hard information in equity crowdfunding: network effects in the digitalization of entrepreneurial finance

> Research article (Small Business Economics, 2021) · cited 72× · AI/ML

**Wikidata**: [openalex:W3169005806](https://www.wikidata.org/wiki/openalex:W3169005806)  
**Source**: https://4ort.xyz/entity/soft-and-hard-information-in-equity-crowdfunding-network-effects-in-the-digitalization-of-entrepreneurial-finance