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Table 4 Research methods in the literature

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