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A Systems View Across Time and Space

Table 4 Multiple regression model for evaluating the contribution of collaboration to product revenue and interaction activity

From: The contribution of collaboration to the development of sustainable innovation in high-tech companies

Model 4—average annual revenue from sales

Adjusted R2 = 0.222

N = 102

Variable

Estimate

S. E

Dummy variable—collaboration

13.87

6.355**

Predicted variable—average annual R&D investment

1.139

0.343**

INTERACTION: between dummy-var. collaboration and predicted variable (Average annual R&D investment)

− 0.919

0.475**

Constant

− 2.200

4.605

  1. **Level of significance 0.05