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A Systems View Across Time and Space

Table 10 Logit models for the different types of innovation

From: User communities: from nice-to-have to must-have

Variables

Model 1

INNOV(1)

PROD_I(2)

PROC_I(3)

ORG_I(4)

MARK_I(5)

Exp(B)

Exp(B)

Exp(B)

Exp(B)

Exp(B)

INTER_COMM(9)

3.669***

(0.053)

4.496***

(0.054)

3.682***

(0.054)

2.654***

(0.053)

2.479***

(0.057)

INTER_IND(6)

4.859***

(0.091)

4.845***

(0.093)

3.356***

(0.087)

3.064***

(0.084)

2.870***

(0.087)

INTER_ACAD(7)

1.311**

(0.125)

1.186

(0.126)

1.288**

(0.116)

1.056

(0.112)

-0.888

(0.113)

INTER_GOV(8)

1.797***

(0.055)

1.860***

(0.055)

1.894***

(0.056)

1.500***

(0.055)

1.545***

(0.060)

H_CAP(10)

1.163***

(0.013)

1.178***

(0.013)

1.083***

(0.014)

1.161***

(0.013)

1.217***

(0.015)

EXP(11)

1.761***

(0.046)

1.845***

(0.047)

1.721***

(0.050)

1.417***

(0.046)

1.733***

(0.054)

SIZE(12)

1.361***

(0.036)

1.377***

(0.037)

1.316***

(0.038)

1.303***

(0.036)

1.238***

(0.040)

TECH(13)

− 0.969

(0.025)

− 0.953*

(0.025)

1.043

(0.026)

− 0.975

(0.025)

− 0.847***

(0.028)

Constant

− 0.060***

(0.078)

− 0.054***

(0.079)

− 0.050***

(0.083)

− 0.068***

(0.077)

− 0.043***

(0.089)

− 2 Log likelihood

13,156.551

12,909.444

11,854.279

13,161.061

10,804.392

  1. ***p < 0.01, **p < 0.05, *p < 0.1