From: Crowdfunding innovative but risky new ventures: the importance of less ambiguous tone
 | (1) | (2) | (3) | (4) |
---|---|---|---|---|
Success | Success | Money pledged | Money pledged | |
Uncertain | −0.056 |  | −0.232** |  |
 | (−1.48) |  | (−2.15) |  |
Uncertain × Positive backer sentiment | −0.208*** |  | −0.391** |  |
 | (−4.10) |  | (−2.32) |  |
Weak modal |  | −0.143** |  | −0.612*** |
 |  | (−2.38) |  | (−3.31) |
Weak modal × Positive backer sentiment |  | −0.258*** |  | −0.647** |
 |  | (−3.27) |  | (−2.21) |
Backer sentiment | 0.181*** | 0.140*** | 0.348*** | 0.326*** |
 | (6.00) | (5.29) | (4.57) | (4.25) |
Funding goal | −0.119*** | −0.122*** | 0.611*** | 0.591*** |
 | (−10.94) | (−11.21) | (12.85) | (12.45) |
Duration | −0.066* | −0.066 | 0.410*** | 0.370** |
 | (−1.71) | (−1.64) | (2.80) | (2.51) |
Rewards | 0.125*** | 0.130*** | 0.225** | 0.244*** |
 | (4.99) | (5.18) | (2.42) | (2.62) |
Quick updates | 0.085*** | 0.085*** | 0.165*** | 0.137** |
 | (4.60) | (4.52) | (2.67) | (2.20) |
Comment quantity | 0.076*** | 0.079*** | 0.324*** | 0.327*** |
 | (11.65) | (12.27) | (14.41) | (15.18) |
Total words | 0.018 | 0.027 | 0.038 | 0.065 |
 | (0.91) | (1.35) | (0.58) | (1.06) |
Featured | 0.200*** | 0.200*** | 0.122* | 0.128* |
 | (7.37) | (7.38) | (1.68) | (1.77) |
Social network | 0.031*** | 0.034*** | 0.009 | 0.016 |
 | (3.01) | (3.16) | (0.33) | (0.57) |
ARI | −0.003 | −0.002 | −0.017 | −0.020 |
 | (−0.88) | (−0.53) | (−1.18) | (−1.41) |
Net positive | 0.033*** | 0.035*** | 0.075** | 0.078** |
 | (3.29) | (3.37) | (2.10) | (2.23) |
Risk index | −0.007 | −0.011 | −0.065 | −0.068 |
 | (−0.59) | (−0.93) | (−1.51) | (−1.59) |
Video | 0.030*** | 0.030*** | 0.039 | 0.039 |
 | (3.49) | (3.34) | (1.13) | (1.03) |
Image | 0.042*** | 0.038*** | 0.033 | 0.025 |
 | (4.08) | (3.67) | (0.91) | (0.71) |
Constant | Â | Â | 1.388* | 1.595** |
 |  |  | (1.84) | (2.11) |
Subcategory control | Yes | Yes | Yes | Yes |
Year controls | Yes | Yes | Yes | Yes |
Location controls | Yes | Yes | Yes | Yes |
Observations | 1172 | 1172 | 434 | 434 |
Adjusted R2 | Â | Â | 0.738 | 0.740 |
Chi square | 293.749 | 327.392 | Â | Â |