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A Systems View Across Time and Space

Table 5 Model summary of knowledge and technology outputs

From: The determinants of innovation performance: an income-based cross-country comparative analysis using the Global Innovation Index (GII)

Model summaryf

Df2

Sign.

Model

R

R square

Adjusted R square

Std. the error of the estimate

Change statistics

R square change

F change

df1

1

0.736a

0.542

0.519

9.4572

0.542

23.290

3

59

0.000

2

0.848b

0.719

0.689

7.6057

0.177

11.740

3

56

0.000

3

0.865c

0.748

0.705

7.4002

0.029

2.051

3

53

0.118

4

0.871d

0.759

0.701

7.4539

0.011

0.746

3

50

0.530

5

0.934e

0.873

0.836

5.5237

0.012

4.711

1

48

0.035

  1. aPredictors: (constant), business environment, regulatory environment, political environment
  2. bPredictors: (constant), business environment, regulatory environment, political environment, tertiary education, education, research and development (R&D)
  3. cPredictors: (constant), business environment, regulatory environment, political environment, tertiary education, education, research and development (R&D), ecological sustainability, general infrastructure, information and communication technologies (ICTs)
  4. dPredictors: (constant), business environment, regulatory environment, political environment, tertiary education, education, research and development (R&D), ecological sustainability, general infrastructure, information and communication technologies (ICTs), investment, trade, competition and market scale, credit
  5. ePredictors: (constant), business environment, regulatory environment, political environment, tertiary education, education, research and development (R&D), ecological sustainability, general infrastructure, information and communication technologies (ICTs), investment, trade, Competition and market scale, credit, knowledge absorption, innovation linkages
  6. fDependent variable: knowledge and technology outputs