Related Experiment Video
Updated: Feb 27, 2026

Visually Sexing Loggerhead Shrike Lanius Ludovicianus Using Plumage Coloration and Pattern
Published on: March 8, 2020
Last name analysis of mobility, gender imbalance, and nepotism across academic systems
Jacopo Grilli1, Stefano Allesina2,3,4
1Department of Ecology & Evolution, University of Chicago, Chicago, IL 60637.
Abstract:
In biology, last names have been used as proxy for genetic relatedness in pioneering studies of neutral theory and human migrations. More recently, analyzing the last name distribution of Italian academics has raised the suspicion of nepotism, with faculty hiring their relatives for academic posts. Here, we analyze three large datasets containing the last names of all academics in Italy, researchers from France, and those working at top public institutions in the United States. Through simple randomizations, we show that the US academic system is geographically well-mixed, whereas Italian academics tend to work in their native region. By contrasting maiden and married names, we can detect academic couples in France. Finally, we detect the signature of nepotism in the Italian system, with a declining trend. The claim that our tests detect nepotism as opposed to other effects is supported by the fact that we obtain different results for the researchers hired after 2010, when an antinepotism law was in effect.
Related Concept Videos
Stereotypes, Prejudice, and Discrimination
Stereotype Content Model
Compensation Mechanisms
Respiratory Compensation
This mechanism addresses metabolic-induced pH imbalances by adjusting breathing rates. Respiratory compensation begins within minutes of detecting a pH...
Motivational Bias
Friedman Two-way Analysis of Variance by Ranks
Bias in Epidemiological Studies

