Effects on Margins of trade of MENA countries – (Emigrants (Immigrants) to (from) EU) – Benchmark estimates
| OLS | IV | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| All products | All products | Low-tech products | Med-tech products | High-tech products | ||||||||||||||||
| Intensive margin | Extensive margin | Intensive margin | Extensive margin | Intensive margin | Extensive margin | Intensive margin | Extensive margin | Intensive margin | Extensive margin | |||||||||||
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | (14) | (15) | (16) | (17) | (18) | (19) | (20) | |
| Emigrants | 0.081** | −0.000 | 0.052 | −0.001 | 0.070 | −0.006 | 0.126 | 0.002 | 0.135 | 0.003 | ||||||||||
| [0.032] | [0.001] | [0.040] | [0.001] | [0.064] | [0.004] | [0.089] | [0.002] | [0.090] | [0.003] | |||||||||||
| −0.024 | 0.001 | |||||||||||||||||||
| Immigrants | [0.061] | [0.003] | 0.040 | −0.002 | 0.329* | −0.017* | 0.286 | −0.001 | −0.044 | 0.006 | ||||||||||
| [0.117] | [0.004] | [0.171] | [0.009] | [0.251] | [0.004] | [0.126] | [0.004] | |||||||||||||
| Previous growth | −0.422*** | −0.399*** | −0.422*** | −0.400*** | −0.378*** | −0.358*** | −0.435*** | −0.423*** | −0.420*** | −0.391*** | ||||||||||
| [0.019] | [0.018] | [0.019] | [0.018] | [0.028] | [0.027] | [0.027] | [0.022] | [0.037] | [0.025] | |||||||||||
| Imports | 0.171*** | 0.263*** | 0.000 | 0.001 | 0.167*** | 0.250*** | 0.001 | 0.001 | 0.183*** | 0.296*** | −0.004 | 0.003 | 0.168* | 0.283*** | 0.006 | 0.002 | 0.370*** | 0.366*** | 0.003 | 0.001 |
| [0.046] | [0.069] | [0.002] | [0.002] | [0.045] | [0.065] | [0.003] | [0.002] | [0.053] | [0.095] | [0.005] | [0.004] | [0.100] | [0.087] | [0.003] | [0.002] | [0.099] | [0.111] | [0.002] | [0.003] | |
| Accumulated exports | −0.661*** | −0.649*** | 0.002 | 0.002 | −0.662*** | −0.645*** | 0.003*** | 0.002*** | −0.544*** | −0.527*** | 0.005* | 0.004* | −0.727*** | −0.707*** | 0.001 | 0.002 | −0.898*** | −0.860*** | 0.002 | 0.001 |
| [0.101] | [0.072] | [0.002] | [0.001] | [0.096] | [0.071] | [0.001] | [0.001] | [0.088] | [0.062] | [0.003] | [0.002] | [0.113] | [0.086] | [0.002] | [0.002] | [0.156] | [0.127] | [0.003] | [0.001] | |
| N | 15,182 | 24,885 | 17,489 | 28,516 | 14,376 | 23,511 | 16,705 | 27,157 | 3,365 | 6,103 | 3,970 | 7,078 | 4,619 | 7,269 | 5,377 | 8,405 | 1,588 | 2,695 | 1921 | 3,230 |
| R2 | 0.282 | 0.257 | 0.000 | 0.000 | 0.282 | 0.259 | 0.000 | 0.001 | 0.256 | 0.224 | 0.001 | −0.000 | 0.299 | 0.284 | 0.001 | 0.002 | 0.294 | 0.268 | 0.002 | 0.004 |
| KP F Stat | 94.63 | 251.57 | 89.12 | 279.41 | 73.87 | 169.4 | 68.89 | 204.68 | 35.94 | 202.34 | 38.05 | 201.82 | 59.85 | 408l.45 | 53.134 | 363.95 | ||||
| OLS | IV | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| All products | All products | Low-tech products | Med-tech products | High-tech products | ||||||||||||||||
| Intensive margin | Extensive margin | Intensive margin | Extensive margin | Intensive margin | Extensive margin | Intensive margin | Extensive margin | Intensive margin | Extensive margin | |||||||||||
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | (14) | (15) | (16) | (17) | (18) | (19) | (20) | |
| Emigrants | 0.081** | −0.000 | 0.052 | −0.001 | 0.070 | −0.006 | 0.126 | 0.002 | 0.135 | 0.003 | ||||||||||
| [0.032] | [0.001] | [0.040] | [0.001] | [0.064] | [0.004] | [0.089] | [0.002] | [0.090] | [0.003] | |||||||||||
| −0.024 | 0.001 | |||||||||||||||||||
| Immigrants | [0.061] | [0.003] | 0.040 | −0.002 | 0.329* | −0.017* | 0.286 | −0.001 | −0.044 | 0.006 | ||||||||||
| [0.117] | [0.004] | [0.171] | [0.009] | [0.251] | [0.004] | [0.126] | [0.004] | |||||||||||||
| Previous growth | −0.422*** | −0.399*** | −0.422*** | −0.400*** | −0.378*** | −0.358*** | −0.435*** | −0.423*** | −0.420*** | −0.391*** | ||||||||||
| [0.019] | [0.018] | [0.019] | [0.018] | [0.028] | [0.027] | [0.027] | [0.022] | [0.037] | [0.025] | |||||||||||
| Imports | 0.171*** | 0.263*** | 0.000 | 0.001 | 0.167*** | 0.250*** | 0.001 | 0.001 | 0.183*** | 0.296*** | −0.004 | 0.003 | 0.168* | 0.283*** | 0.006 | 0.002 | 0.370*** | 0.366*** | 0.003 | 0.001 |
| [0.046] | [0.069] | [0.002] | [0.002] | [0.045] | [0.065] | [0.003] | [0.002] | [0.053] | [0.095] | [0.005] | [0.004] | [0.100] | [0.087] | [0.003] | [0.002] | [0.099] | [0.111] | [0.002] | [0.003] | |
| Accumulated exports | −0.661*** | −0.649*** | 0.002 | 0.002 | −0.662*** | −0.645*** | 0.003*** | 0.002*** | −0.544*** | −0.527*** | 0.005* | 0.004* | −0.727*** | −0.707*** | 0.001 | 0.002 | −0.898*** | −0.860*** | 0.002 | 0.001 |
| [0.101] | [0.072] | [0.002] | [0.001] | [0.096] | [0.071] | [0.001] | [0.001] | [0.088] | [0.062] | [0.003] | [0.002] | [0.113] | [0.086] | [0.002] | [0.002] | [0.156] | [0.127] | [0.003] | [0.001] | |
| 15,182 | 24,885 | 17,489 | 28,516 | 14,376 | 23,511 | 16,705 | 27,157 | 3,365 | 6,103 | 3,970 | 7,078 | 4,619 | 7,269 | 5,377 | 8,405 | 1,588 | 2,695 | 1921 | 3,230 | |
| 0.282 | 0.257 | 0.000 | 0.000 | 0.282 | 0.259 | 0.000 | 0.001 | 0.256 | 0.224 | 0.001 | −0.000 | 0.299 | 0.284 | 0.001 | 0.002 | 0.294 | 0.268 | 0.002 | 0.004 | |
| KP | 94.63 | 251.57 | 89.12 | 279.41 | 73.87 | 169.4 | 68.89 | 204.68 | 35.94 | 202.34 | 38.05 | 201.82 | 59.85 | 408l.45 | 53.134 | 363.95 | ||||
Note(s): All the specifications include country-by-year and product-by-year FE. SE clustered at the country level in brackets. *p < 0.10, **p < 0.05, ***p < 0.01
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