From: A literature review and integrated framework for the determinants of crowdfunding success
Research method | Studies | # |
---|---|---|
Linear regression | [2–7, 9, 13, 14, 16, 19, 22, 24, 25, 28, 31, 33, 35, 36, 38, 40–42, 44, 47, 49, 52–54, 56, 59–62, 69, 74–76, 78–81, 89, 91, 94] | 45 |
Logistic/logit regression | [1, 2, 4–6, 11, 12, 15, 16, 18–20, 29, 32, 37, 45, 46, 48, 51, 53–57, 59, 60, 62, 63, 65, 66, 72, 73, 76, 77, 79, 80, 82, 85, 90, 92, 93] | 41 |
Probit regression | [3, 21, 23, 27, 38, 39, 58, 70, 83, 87, 88, 94] | 12 |
Negative binomial regression (including Poisson model) | [8, 17, 25, 31, 43, 50, 51, 67, 73, 75, 77] | 11 |
Tobit regression | [30, 64, 71] | 3 |
Survival analysis (e.g., Cox proportional hazards models) | [25, 26, 80] | 3 |
Stochastic actor-based models | [84] | 1 |
Partial least squares structural equation modeling (PLS-SEM) | [68] | 1 |
Linear probability model | [86] | 1 |
Discriminate function | [34] | 1 |