Emergence of new activities in Brazilian microregions (2009–2019)
| Dependent variable | ||||||
|---|---|---|---|---|---|---|
| Entry | ||||||
| OLS | OLS | OLS | OLS | Logit | Probit | |
| (1) | (2) | (3) | (4) | (5) | (6) | |
| Relatedness density | 0.409*** | 0.646*** | 9.839*** | 4.931*** | ||
| (0.018) | (0.029) | (0.626) | (0.285) | |||
| PCI | −0.098*** | −0.049** | −2.235*** | −1.045*** | ||
| (0.016) | (0.019) | (0.426) | (0.205) | |||
| Diversity | 0.012*** | −0.005*** | 0.055* | 0.020 | ||
| (0.001) | (0.001) | (0.031) | (0.014) | |||
| Log(GDPpc) | 0.001 | −0.002 | −0.071 | −0.024 | ||
| (0.002) | (0.002) | (0.053) | (0.024) | |||
| Log(population) | 0.008*** | −0.010*** | −0.218*** | −0.097*** | ||
| (0.001) | (0.002) | (0.039) | (0.018) | |||
| Region productivity | −0.011*** | −0.004 | −0.103 | −0.055 | ||
| (0.003) | (0.003) | (0.091) | (0.041) | |||
| Region HC | 0.007 | −0.026*** | −0.495** | −0.251** | ||
| (0.006) | (0.008) | (0.221) | (0.099) | |||
| Incentives | 0.0002 | 0.003 | 0.061 | 0.033 | ||
| (0.002) | (0.002) | (0.053) | (0.024) | |||
| Credit | 0.000 | −0.000** | −0.000* | −0.000* | ||
| (0.000) | (0.000) | (0.000) | (0.000) | |||
| Sector size | −0.007*** | −0.004*** | −0.175*** | −0.076*** | ||
| (0.001) | (0.001) | (0.029) | (0.013) | |||
| CL | −0.090*** | −0.084*** | −2.047*** | −0.982*** | ||
| (0.009) | (0.009) | (0.224) | (0.101) | |||
| Sector HC | −0.020* | 0.008 | 0.056 | 0.037 | ||
| (0.012) | (0.011) | (0.245) | (0.114) | |||
| Sector productivity | −0.011*** | −0.002 | −0.143* | −0.071** | ||
| (0.002) | (0.003) | (0.076) | (0.035) | |||
| Constant | 0.021** | −0.021 | 0.212*** | 0.254*** | 2.470*** | 0.893** |
| (0.010) | (0.024) | (0.019) | (0.031) | (0.750) | (0.347) | |
| Fixed effects – UF | Yes | Yes | Yes | Yes | Yes | Yes |
| Fixed effects – activities | Yes | Yes | Yes | Yes | Yes | Yes |
| Observations | 647,801 | 647,801 | 647,801 | 647,801 | 647,801 | 647,801 |
| R2 | 0.044 | 0.032 | 0.033 | 0.049 | ||
| Pseudo R2 | 0.12 | 0.12 | ||||
| Residual Std. Error | 0.213 | 0.214 | 0.214 | 0.212 | ||
| F-statistic | 260.428*** | 181.883*** | 188.327*** | 266.430*** | ||
| Dependent variable | ||||||
|---|---|---|---|---|---|---|
| Entry | ||||||
| (1) | (2) | (3) | (4) | (5) | (6) | |
| Relatedness density | 0.409*** | 0.646*** | 9.839*** | 4.931*** | ||
| (0.018) | (0.029) | (0.626) | (0.285) | |||
| PCI | −0.098*** | −0.049** | −2.235*** | −1.045*** | ||
| (0.016) | (0.019) | (0.426) | (0.205) | |||
| Diversity | 0.012*** | −0.005*** | 0.055* | 0.020 | ||
| (0.001) | (0.001) | (0.031) | (0.014) | |||
| Log(GDPpc) | 0.001 | −0.002 | −0.071 | −0.024 | ||
| (0.002) | (0.002) | (0.053) | (0.024) | |||
| Log(population) | 0.008*** | −0.010*** | −0.218*** | −0.097*** | ||
| (0.001) | (0.002) | (0.039) | (0.018) | |||
| Region productivity | −0.011*** | −0.004 | −0.103 | −0.055 | ||
| (0.003) | (0.003) | (0.091) | (0.041) | |||
| Region HC | 0.007 | −0.026*** | −0.495** | −0.251** | ||
| (0.006) | (0.008) | (0.221) | (0.099) | |||
| Incentives | 0.0002 | 0.003 | 0.061 | 0.033 | ||
| (0.002) | (0.002) | (0.053) | (0.024) | |||
| Credit | 0.000 | −0.000** | −0.000* | −0.000* | ||
| (0.000) | (0.000) | (0.000) | (0.000) | |||
| Sector size | −0.007*** | −0.004*** | −0.175*** | −0.076*** | ||
| (0.001) | (0.001) | (0.029) | (0.013) | |||
| CL | −0.090*** | −0.084*** | −2.047*** | −0.982*** | ||
| (0.009) | (0.009) | (0.224) | (0.101) | |||
| Sector HC | −0.020* | 0.008 | 0.056 | 0.037 | ||
| (0.012) | (0.011) | (0.245) | (0.114) | |||
| Sector productivity | −0.011*** | −0.002 | −0.143* | −0.071** | ||
| (0.002) | (0.003) | (0.076) | (0.035) | |||
| Constant | 0.021** | −0.021 | 0.212*** | 0.254*** | 2.470*** | 0.893** |
| (0.010) | (0.024) | (0.019) | (0.031) | (0.750) | (0.347) | |
| Fixed effects – UF | Yes | Yes | Yes | Yes | Yes | Yes |
| Fixed effects – activities | Yes | Yes | Yes | Yes | Yes | Yes |
| Observations | 647,801 | 647,801 | 647,801 | 647,801 | 647,801 | 647,801 |
| 0.044 | 0.032 | 0.033 | 0.049 | |||
| Pseudo | 0.12 | 0.12 | ||||
| Residual Std. Error | 0.213 | 0.214 | 0.214 | 0.212 | ||
| 260.428*** | 181.883*** | 188.327*** | 266.430*** | |||
Note(s): *p0.1; **p0.05; ***p0.01
Robust standard-errors (clustered at the micro-region and activity level) are in parentheses
Initial periods (t) are 2009 and 2014 and final (t+5) 2014 and 2019
Source(s): Own elaboration
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