TY - JOUR
T1 - Green oriented crowdfunding campaigns
T2 - Their characteristics and diffusion in different institutional settings
AU - Butticè, Vincenzo
AU - Colombo, Massimo G.
AU - Fumagalli, Elena
AU - Orsenigo, Carlotta
PY - 2019
Y1 - 2019
N2 - In this paper, we investigate how the institutional setting of different countries affects the diffusion of green crowdfunding campaigns. To this aim, we develop and test two competing hypotheses about the association between country environmental sustainability orientation and the diffusion of green campaigns. To identify green campaigns, we develop an original machine-learning algorithm. We apply this algorithm to the population of 48,598 campaigns launched on Kickstarter between July 1, 2009 and July 1, 2012. Our findings show that green campaigns differ from others along several dimensions and are more diffused in countries with a limited environmental sustainability orientation. Implications for research, practice, and policy are discussed.
AB - In this paper, we investigate how the institutional setting of different countries affects the diffusion of green crowdfunding campaigns. To this aim, we develop and test two competing hypotheses about the association between country environmental sustainability orientation and the diffusion of green campaigns. To identify green campaigns, we develop an original machine-learning algorithm. We apply this algorithm to the population of 48,598 campaigns launched on Kickstarter between July 1, 2009 and July 1, 2012. Our findings show that green campaigns differ from others along several dimensions and are more diffused in countries with a limited environmental sustainability orientation. Implications for research, practice, and policy are discussed.
KW - Classifier
KW - Crowdfunding
KW - Environmental Performance Index
KW - Green
KW - Institutional settings
KW - Random forest
UR - http://www.scopus.com/inward/record.url?scp=85050409900&partnerID=8YFLogxK
U2 - 10.1016/j.techfore.2018.07.047
DO - 10.1016/j.techfore.2018.07.047
M3 - Article
AN - SCOPUS:85050409900
SN - 0040-1625
VL - 141
SP - 85
EP - 97
JO - Technological Forecasting and Social Change
JF - Technological Forecasting and Social Change
ER -