Table 2 Model estimates for ecosystem...

Table 2

Model estimates for ecosystem dimensions (Random effects) – dependent variable: number of units

	Model I. Full sample				Model II. Exclusion of São Paulo state
	Poisson		Negative binomial		Poisson		Negative binomial
	Coefficient	Std. error	Coefficient	Std. error	Coefficient	Std. error	Coefficient	Std. error
Entrepreneurial Capital	−0.586***	0.083	−0.364***	0.090	−0.439***	0.097	−0.333***	0.104
Business Fabric	1.229***	0.091	0.882***	0.098	1.833***	0.115	1.380***	0.128
Governance for Development	0.760***	0.065	0.628***	0.070	0.634***	0.077	0.568***	0.083
Productive Organization	1.279***	0.077	0.875***	0.088	1.311***	0.084	0.991***	0.095
Competitive Insertion	1.364***	0.123	1.088***	0.132	1.347***	0.136	1.156***	0.146
Log Population	0.728***	0.037	0.815***	0.038	0.743***	0.042	0.804***	0.044
Log GDP	0.036	0.030	0.080***	0.031	0.005	0.034	0.046	0.035
Dummy North Region	−0.259**	0.119	−0.267**	0.115	−0.274	0.123	−0.267**	0.120
Dummy Southeast Region	0.0258789	0.084	0.096	0.080	−0.107	0.094	−0.047	0.091
Dummy Northeast Region	0.268***	0.096	−0.029	0.092	0.190*	0.099	−0.006	0.098
Dummy South Region	−0.185**	0.091	−0.1	0.087	−0.236**	0.094	−0.151*	0.092
Constant	−8.954***	0.220	−7.854***	0.288	−8.962	0.257	−7.387***	0.333
N	4,782		4,782		3,726		3,726
Wald chi sq.	4016.58***		4400.27***		2769.82***		2918.29***
AIC	20227.9		20029.63		15296.22		15193.48
BIC	20312.05		20120.25		15377.12		15280.61
Likelihood ratio test of alpha (overdispersion)	2.0e+04***				15280.61***

	Model I. Full sample				Model II. Exclusion of São Paulo state
	Poisson		Negative binomial		Poisson		Negative binomial
	Coefficient	Std. error	Coefficient	Std. error	Coefficient	Std. error	Coefficient	Std. error
Entrepreneurial Capital	−0.586***	0.083	−0.364***	0.090	−0.439***	0.097	−0.333***	0.104
Business Fabric	1.229***	0.091	0.882***	0.098	1.833***	0.115	1.380***	0.128
Governance for Development	0.760***	0.065	0.628***	0.070	0.634***	0.077	0.568***	0.083
Productive Organization	1.279***	0.077	0.875***	0.088	1.311***	0.084	0.991***	0.095
Competitive Insertion	1.364***	0.123	1.088***	0.132	1.347***	0.136	1.156***	0.146
Log Population	0.728***	0.037	0.815***	0.038	0.743***	0.042	0.804***	0.044
Log GDP	0.036	0.030	0.080***	0.031	0.005	0.034	0.046	0.035
Dummy North Region	−0.259**	0.119	−0.267**	0.115	−0.274	0.123	−0.267**	0.120
Dummy Southeast Region	0.0258789	0.084	0.096	0.080	−0.107	0.094	−0.047	0.091
Dummy Northeast Region	0.268***	0.096	−0.029	0.092	0.190*	0.099	−0.006	0.098
Dummy South Region	−0.185**	0.091	−0.1	0.087	−0.236**	0.094	−0.151*	0.092
Constant	−8.954***	0.220	−7.854***	0.288	−8.962	0.257	−7.387***	0.333
N	4,782		4,782		3,726		3,726
Wald chi sq.	4016.58***		4400.27***		2769.82***		2918.29***
AIC	20227.9		20029.63		15296.22		15193.48
BIC	20312.05		20120.25		15377.12		15280.61
Likelihood ratio test of alpha (overdispersion)	2.0e+04***				15280.61***

Note(s): ***sig. 1%; ** sig. 5%; *sig. 10%. For regional dummies, the Central-West region is the reference category (omitted)

Source(s): The authors

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