Labor productivity and knowledge spillovers
| Micro firms <10 employees | Small-market share firms | High-market share firms | |
|---|---|---|---|
| VA/L lagged | 0.6316*** | 0.5660*** | 0.6572*** |
| (0.0014) | (0.0051) | (0.0051) | |
| Employee no IA | 0.3289*** | 0.3467*** | 0.2858*** |
| (0.0014) | (0.0053) | (0.0049) | |
| R&D knowledge spillover | |||
| Micro firms | −0.5790*** | −0.9183** | −1.1684*** |
| (0.0157) | (0.3216) | (0.1473) | |
| Small-market-share firms | 1.4078*** | 2.0431*** | 1.3127*** |
| (0.0379) | (0.1225) | (0.0795) | |
| Large-market-share firms | 0.0164*** | −0.0054** | 0.0051*** |
| (0.0014) | (0.0018) | (0.0012) | |
| OC knowledge spillover | |||
| Micro firms | −0.0862*** | 1.0931* | 0.0157 |
| (0.0106) | (0.4732) | (0.0707) | |
| Small-market-share firms | 0.9664*** | 0.5989*** | 0.5369*** |
| (0.0439) | (0.0955) | (0.0884) | |
| Large-market-share firms | 0.0745*** | −0.0709*** | 0.0483*** |
| (0.0054) | (0.0147) | (0.0105) | |
| Initial R&D-IBTC | 0.1063*** | 0.3464*** | 0.3077*** |
| (0.0047) | (0.0201) | (0.0286) | |
| Initial OC-IBTC | 0.2104*** | 0.7328*** | 0.6793*** |
| (0.0073) | (0.0368) | (0.0274) | |
| R&D asset | 0.0183*** | 0.0155*** | 0.0116*** |
| (0.0001) | (0.0002) | (0.0003) | |
| OC asset | 0.0151*** | 0.0088*** | 0.0137*** |
| (0.0001) | (0.0003) | (0.0004) | |
| K/L | 0.0173*** | 0.0165*** | 0.0208*** |
| (0.0002) | (0.0008) | (0.0010) | |
| K/L lagged | −0.0082*** | −0.0107*** | −0.0137*** |
| (0.0002) | (0.0008) | (0.0010) | |
| Long-term multiplier | 2.71 | 2.3 | 2.92 |
| Observations | 1,146,978 | 106880 | 101581 |
| R squared | 0.825 | 0.779 | 0.909 |
| Micro firms <10 employees | Small-market share firms | High-market share firms | |
|---|---|---|---|
| VA/L lagged | 0.6316*** | 0.5660*** | 0.6572*** |
| (0.0014) | (0.0051) | (0.0051) | |
| Employee no IA | 0.3289*** | 0.3467*** | 0.2858*** |
| (0.0014) | (0.0053) | (0.0049) | |
| R&D knowledge spillover | |||
| Micro firms | −0.5790*** | −0.9183** | −1.1684*** |
| (0.0157) | (0.3216) | (0.1473) | |
| Small-market-share firms | 1.4078*** | 2.0431*** | 1.3127*** |
| (0.0379) | (0.1225) | (0.0795) | |
| Large-market-share firms | 0.0164*** | −0.0054** | 0.0051*** |
| (0.0014) | (0.0018) | (0.0012) | |
| OC knowledge spillover | |||
| Micro firms | −0.0862*** | 1.0931* | 0.0157 |
| (0.0106) | (0.4732) | (0.0707) | |
| Small-market-share firms | 0.9664*** | 0.5989*** | 0.5369*** |
| (0.0439) | (0.0955) | (0.0884) | |
| Large-market-share firms | 0.0745*** | −0.0709*** | 0.0483*** |
| (0.0054) | (0.0147) | (0.0105) | |
| Initial R&D-IBTC | 0.1063*** | 0.3464*** | 0.3077*** |
| (0.0047) | (0.0201) | (0.0286) | |
| Initial OC-IBTC | 0.2104*** | 0.7328*** | 0.6793*** |
| (0.0073) | (0.0368) | (0.0274) | |
| R&D asset | 0.0183*** | 0.0155*** | 0.0116*** |
| (0.0001) | (0.0002) | (0.0003) | |
| OC asset | 0.0151*** | 0.0088*** | 0.0137*** |
| (0.0001) | (0.0003) | (0.0004) | |
| K/L | 0.0173*** | 0.0165*** | 0.0208*** |
| (0.0002) | (0.0008) | (0.0010) | |
| K/L lagged | −0.0082*** | −0.0107*** | −0.0137*** |
| (0.0002) | (0.0008) | (0.0010) | |
| Long-term multiplier | 2.71 | 2.3 | 2.92 |
| Observations | 1,146,978 | 106880 | 101581 |
| 0.825 | 0.779 | 0.909 | |
Note(s): All except dummy variables are in logs. Dummies cover 33 NACE 2-digit industries, regions and years. p-values: *p < 0.05, **p < 0.01, ***p < 0.001
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