4.7 Article

Educational attainment, corruption, and migration: An empirical analysis from a gravity model

Journal

ECONOMIC MODELLING
Volume 110, Issue -, Pages -

Publisher

ELSEVIER
DOI: 10.1016/j.econmod.2022.105802

Keywords

Migration; Human capital; Corruption; Gravity model; PPML

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This study examines the interaction between corruption levels in origin and destination countries and migrants' level of education. The results confirm that countries with lower corruption levels attract more migrants, and migrants with higher levels of education are more likely to choose countries with lower corruption levels.
Previous research shows that migrants generally select countries with relatively low levels of corruption. This study explores the interaction between the corruption level of origin and destination countries and migrants' level of education. Using a panel dataset from 1990 to 2000 and a modified gravity model, we estimate the effect of education level on global migration decisions. Consistent with other studies, we confirm that countries with low levels of corruption attract more migrants. We add to this finding by showing that migrants with higher levels of education are more sensitive to corruption levels at destination countries. In particular, migrants with higher levels of education are more likely to choose less corrupt countries. Our findings enhance our understanding of factors influencing human capital mobility across borders.

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