A Systems View Across Time and Space
From: Labour productivity among small- and medium-scale enterprises in Uganda: the role of innovation
Variables | Model 1 OLS | Model 2 25th percentile | Model 3 50th percentile | Model 4 75th percentile |
---|---|---|---|---|
Innov | ||||
 Innovation 1 | 0.181 (0.445) | 0.026 (0.917) | 0.181 (0.445) | − 0.345 (0.163) |
 Innovation_2 | − 0.258 (0.292) | 0.190 (0.456) | − 0.258 (0.292) | − 0.711*** (0.006) |
 Innovation_3 | 0.217 (0.309) | 0.405* (0.069) | 0.217 (0.309) | − 0.482** (0.030) |
 Innovation_4 | 0.641*** (0.001) | 0.968*** (0.000) | 0.641*** (0.001) | − 0.040 (0.845) |
Firm age | 0.056** (0.011) | − 0.004 (0.854) | 0.056** (0.011) | − 0.020 (0.375) |
Firm age squared | − 0.880** (0.029) | 0.201 (0.631) | − 0.880** (0.030) | 1.111*** (0.007) |
Manager’s years’ experience | 0.007 (0.506) | 0.049*** (0.000) | 0.007 (0.506) | 0.005 (0.633) |
Certification (1 = yes) | 0.077 (0.710) | − 0.424* (0.050) | 0.077 (0.710) | − 0.502** (0.021) |
Exporter (1 = yes) | 0.703** (0.019) | 1.460*** (0.000) | 0.703** (0.019) | 1.301*** (0.000) |
Use ICT (1 = yes) | 1.534*** (0.000) | 1.315*** (0.000) | 1.534*** (0.000) | 1.496*** (0.000) |
Gender (1 = yes) | 0.150 (0.364) | − 0.208 (0.228) | 0.150 (0.364) | 0.033 (0.849) |
Tax rate burden (1 = yes) | − 0.553*** (0.000) | − 0.619*** (0.000) | − 0.553*** (0.000) | − 0.762*** (0.000) |
Transport burden (1 = yes) | − 0.202 (0.172) | − 0.217 (0.159) | − 0.202 (0.172) | 0.619*** (0.000) |
Land access (1 = yes) | − 0.084 (0.566) | − 0.022 (0.885) | − 0.084 (0.566) | − 0.096 (0.533) |
Corruption (1 = yes) | 0.102 (0.513) | − 0.083 (0.606) | 0.102 (0.513) | − 0.621*** (0.000) |
Labour education (1 = yes) | − 0.283* (0.075) | − 0.073 (0.659) | − 0.283* (0.075) | − 0.493*** (0.003) |
Electricity burden (1 = yes) | − 0.0641 (0.649) | 0.033 (0.822) | − 0.064 (0.649) | − 0.023 (0.874) |
Credit access (1 = yes) | 0.320** (0.041) | − 0.169 (0.302) | 0.320** (0.042) | 0.467*** (0.005) |
Sectoral fixed effects | Yes | Yes | Yes | Yes |
Regional fixed effects | Yes | Yes | Yes | Yes |
Constant | 15.350*** (0.000) | 15.340*** (0.000) | 15.350*** (0.000) | 17.940*** (0.000) |
Observations | 347 | 347 | 347 | 347 |
R 2 | 0.138 | 0.118 | 0.138 | 0.161 |