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

Journal of Innovation and Entrepreneurship

A Systems View Across Time and Space

Table 8 The regression coefficient of predictors of creative outputs

Coefficients^a
Model		Unstandardized coefficients		Standardized coefficients	T	Sig.	Correlations
Model		B	Std. error	Beta	T	Sig.	Zero-order	Partial	Part
5	(Constant)	− 14.908	10.360		− 1.439	0.156
	Political environment	0.159	0.120	0.249	1.322	0.192	0.829	0.182	0.084
	Education	0.166	0.106	0.167	1.568	0.123	0.642	0.214	0.099
	Tertiary education	− 0.042	0.065	− 0.051	− 0.645	0.522	0.366	− 0.090	− 0.041
	R&D	− 0.069	0.079	− 0.160	− 0.862	0.393	0.685	− 0.120	− 0.054
	ICTs	0.129	0.130	0.161	0.992	0.326	0.740	0.138	0.063
	General infrastructure	0.120	0.100	0.126	1.201	0.235	0.453	0.166	0.076
	Ecological sustainability	0.185	0.087	0.192	2.130	0.038	0.605	0.286	0.134
	Credit	− 0.002	0.060	− 0.003	− 0.028	0.978	0.586	− 0.004	− 0.002
	Investment	− 0.032	0.092	− 0.036	− 0.344	0.732	0.483	− 0.048	− 0.022
	Trade, competition and market scale	0.051	0.118	0.046	0.433	0.667	0.255	0.061	0.027
	Innovation linkages	0.298	0.095	0.433	3.144	0.003	0.754	0.403	0.199