Innovation efficiency

technical efficiency

scale efficiency

mixed

random

mixed

random

mixed

random

Div agg

0.0123^**

0.0093^***

0.0207^**

0.0119^***

0.0019^**

0.0033^***

0.0097

0.0111

0.0087

0.0115

0.0095

0.0102

Spe agg

−0.0059^***

−0.0148^***

−0.0146

−0.0190^**

−0.0020^*

−0.0036^**

0.0129

0.0169

0.0116

0.0186

0.0127

0.0135

Man abi

0.2211^**

0.2848^***

0.2013^**

0.3592^***

0.3006^**

0.2782^***

0.3776

0.4735

0.3361

0.5147

0.3685

0.3940

Inn ins

0.1745^**

0.2485^***

0.3399^***

0.4869^***

0.5443^***

0.5610^***

0.1382

0.1646

0.1231

0.1760

0.1349

0.1437

Coo inn

−0.0513

0.0224

0.0374

0.1139

−0.0696

−0.0796

0.1377

0.1602

0.1226

0.1524

0.1344

0.1422

Gov inn

0.0856^**

0.0505^**

0.1114^**

0.2702^***

0.0001^***

0.1486^***

0.3546

0.4033

0.3156

0.3912

0.3460

0.3724

Ind str

−0.4459

−0.7584

0.0129

−0.0467

−0.7705^*

−0.7843

0.2494

0.3474

0.2220

0.3701

0.2434

0.2576

LR test

0.001

0.000

0.000

R²

0.0791

0.8938

0.0857