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. Author manuscript; available in PMC: 2016 Aug 1.
Published in final edited form as: Econ J (London). 2015 Aug 18;125(586):F49–F81. doi: 10.1111/ecoj.12231

Table 3.

Robustness checks: Alternative measures of linguistic proximity (Dyen and Levenshtein linguistic indexes and/or controls for multiple official languages) and migration rates to OECD countries.

First Official Language All Official Languages Major Language

Ling. Proximity/Distance
measured by:
Ling.Prox Levenshtein Dyen Ling.Prox Levenshtein Dyen Ling.Prox Levenshtein Dyen

(1) (2) (3) (4) (5) (6) (7) (8) (9)
Linguistic Proximity 0.209*** −0.144* 0.203*** 0.192*** −0.199*** 0.333*** 0.355*** −0.218** 0.225**
(0.066) (0.076) (0.077) (0.054) (0.058) (0.066) (0.085) (0.099) (0.096)
Z-score [0.020]*** [−0.013]* [0.022]*** [0.024]*** [−0.023]*** [0.039]*** [0.027]*** [−0.016]** [0.023]**
Constant −23.576*** −23.373*** −18.884*** −23.712*** −23.297*** −18.885*** −23.517*** −24.027*** −16.534***
(2.167) (2.201) (3.136) (2.171) (2.174) (2.495) (2.167) (2.231) (3.996)
Observations 51,257 49,709 27,495 51,257 50,865 38,612 51,257 48,016 18,906
Adj. R2 0.899 0.899 0.900 0.899 0.899 0.904 0.899 0.898 0.902

Notes: Dependent Variable: Ln(Emigration Rate); numbers in brackets and italic show z-scores (beta coefficients). Controls included: stock of migrants, economic variables, distance variables, year dummies and destination and origin country fixed effects. Robust standard errors clustered at the country-pair level,

***

p<0.01,

**

p<0.05,

*

p<0.1.