Migration and Mobility

At a Glance Projects Publications Team


Modeling and Analysis of Migration and Mobility among Scholars

Aliakbar Akbaritabar, Asli Ebru Sanlitürk, Xinyi Zhao, Tom Theile, Emilio Zagheni, Maciej Danko; in Collaboration with Samin Aref (University of Toronto, Canada), László Németh (MPIDR), Jevin West (University of Washington, Seattle, USA), Andrea Miranda-González (University of California, Berkeley, USA), Alexander Subbotin (Lomonosov Moscow State University, Russian Federation), Francesco Billari (Bocconi University, Milan, Italy), Guy Stecklov (University of British Columbia, Vancouver, Canada)

Digital trace data give us unprecedented opportunities for understanding patterns of mobility among scholars, testing existing migration theories and developing new ones. This project leverages large-scale bibliometric data to measure and model the migration of scholars on a global scale.  Detailed Description

Gender ratios among all researchers and migrant researchers

In the subfigure for each period, only the countries with over 500 female mobile researchers are shown, as including the countries with small populations of mobile researchers may give rise to bias in the ratio measurements. The size of each country’s circle is proportional to the number of female researchers who migrated from and to this country. © MPIDR

Source: Based on the paper by Zhao, Xinyi; Akbaritabar, Aliakbar; Kashyap, Ridhi and Zagheni, Emilio, A gender perspective on the global migration of scholars, Proceedings of the National Academy of Sciences,, 2023

Emigration rate per 1,000 scholars of 100 selected countries based on GDP per capita

Scholarly emigration rates (1998 to 2017) as a function of GDP per capita (2017 constant international dollars at purchasing power parity (12)). The combined data for each year and country are plotted as a box plot, while the country- and year-specific data are plotted using colored dots. Each color represents a separate country. © MPIDR

Source: Based on the paper by Sanliturk, E., Zagheni, E., Dańko, M. J., Theile, T., & Akbaritabar, A., Global patterns of migration of scholars with economic development. Proceedings of the National Academy of Sciences, 120(4), e2217937120., 2023

Research Keywords:

Education and Science, Internal Migration, Housing, Urbanisation, International Migration, Ethnic Minorities, Migration, Statistics and Mathematics

Region keywords:

Mexico, Russian Federation, United Kingdom, World


Şanlitürk, A. E.; Zagheni, E.; Dańko, M. J.; Theile, T.; Akbaritabar, A.:
Proceedings of the National Academy of Sciences of the United States of America 120:4, e2217937120–e2217937120. (2023)    
Zhao, X.; Akbaritabar, A.; Kashyap, R.; Zagheni, E.:
Proceedings of the National Academy of Sciences of the United States of America 120:10, e2214664120–e2214664120. (2023)    
Şanlitürk, A. E.; Aref, S.; Zagheni, E.; Billari, F. C.:
MPIDR Working Paper WP-2022-019. (2022)    
Zhao, X.; Aref, S.; Zagheni, E.; Stecklov, G.:
In: 18th International Conference on Scientometrics and Informetrics ISSI 2021: 12-15 July 2021, KU Leuven, Belgium; proceedings, 1369–1380. Leuven: ISSI. (2021)    
Zhao, X.; Aref, S.; Zagheni, E.; Stecklov, G.:
Abstracts of the International Cartographic Association 3:327, 1–2. (2021)    
Miranda-González, A.; Aref, S.; Theile, T.; Zagheni, E.:
EPJ Data Science 9. (2020)    
Abel, G. L.; Muttarak, R.; Bordone, V.; Zagheni, E.:
European Journal of Population 35:3, 543–562. (2019)
Alburez-Gutierrez, D.; Aref, S.; Gil-Clavel, B. S.; Grow, A.; Negraia, D. V.; Zagheni, E.:
In: Smart statistics for smart applications : book of short papers SIS2019, 23–30. Pearson. (2019)    
Aref, S.; Zagheni, E.; West, J.:
In: Social Informatics 11th International Conference, SocInfo 2019, Doha, Qatar, November 18–21, 2019, Proceedings, 50–65. Cham: Springer. (2019)
The Max Planck Institute for Demographic Research (MPIDR) in Rostock is one of the leading demographic research centers in the world. It's part of the Max Planck Society, the internationally renowned German research society.