Migration flow determinants: IV estimation
| (1) | (2) | (3) | (4) | (5) | |
|---|---|---|---|---|---|
| Ln(flow ijt) | Ln(flow-iprim ijt) | Ln(flow-prim ijt) | Ln(flow-sec ijt) | Ln(flow-ter ijt) | |
| Low-skilled | High-skilled | ||||
| Method | IV | IV | IV | IV | IV |
| Ln migrant networks ij(t-1) | 0.68*** | 0.84*** | 0.64*** | 0.60*** | 0.38*** |
| (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | |
| Ln distance ij | −0.28*** | −0.10* | −0.17*** | −0.30*** | −0.47*** |
| (0.05) | (0.06) | (0.05) | (0.04) | (0.05) | |
| Ln pcGDP i(t-1) | −0.82*** | −0.41 | −0.36 | −1.35*** | −0.86* |
| (0.30) | (0.45) | (0.43) | (0.41) | (0.48) | |
| Ln pcGDP j(t-1) | 0.71** | 0.57 | 1.05** | 0.74* | 0.43 |
| (0.33) | (0.40) | (0.44) | (0.43) | (0.52) | |
| FE i | Yes | Yes | Yes | Yes | Yes |
| FE j | Yes | Yes | Yes | Yes | Yes |
| FE t | Yes | Yes | Yes | Yes | Yes |
| Cluster ij | Yes | Yes | Yes | Yes | Yes |
| F of the 1st stage | 177.20 | 164.90 | 177.75 | 173.87 | 171.08 |
| R2 | 0.88 | 0.83 | 0.78 | 0.81 | 0.75 |
| Observations | 4006 | 3623 | 3176 | 3644 | 3297 |
| (1) | (2) | (3) | (4) | (5) | |
|---|---|---|---|---|---|
| Ln(flow ijt) | Ln(flow-iprim ijt) | Ln(flow-prim ijt) | Ln(flow-sec ijt) | Ln(flow-ter ijt) | |
| Low-skilled | High-skilled | ||||
| Method | IV | IV | IV | IV | IV |
| Ln migrant networks ij(t-1) | 0.68*** | 0.84*** | 0.64*** | 0.60*** | 0.38*** |
| (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | |
| Ln distance ij | −0.28*** | −0.10* | −0.17*** | −0.30*** | −0.47*** |
| (0.05) | (0.06) | (0.05) | (0.04) | (0.05) | |
| Ln | −0.82*** | −0.41 | −0.36 | −1.35*** | −0.86* |
| (0.30) | (0.45) | (0.43) | (0.41) | (0.48) | |
| Ln | 0.71** | 0.57 | 1.05** | 0.74* | 0.43 |
| (0.33) | (0.40) | (0.44) | (0.43) | (0.52) | |
| FE i | Yes | Yes | Yes | Yes | Yes |
| FE j | Yes | Yes | Yes | Yes | Yes |
| FE t | Yes | Yes | Yes | Yes | Yes |
| Cluster ij | Yes | Yes | Yes | Yes | Yes |
| F of the 1st stage | 177.20 | 164.90 | 177.75 | 173.87 | 171.08 |
| R2 | 0.88 | 0.83 | 0.78 | 0.81 | 0.75 |
| Observations | 4006 | 3623 | 3176 | 3644 | 3297 |
Note(s): Robust standard errors in parentheses
***p < 0.01, **p < 0.05, *p < 0.1
Source(s): Table created by authors
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