Imperial College London

Dr. Laila AitBihiOuali

Faculty of EngineeringDepartment of Civil and Environmental Engineering

Research Associate







Skempton BuildingSouth Kensington Campus





Laila is currently a Postdoctoral Research Associate at the Transport Strategy Centre (TSC), Imperial College London. She is particularly interested in: 1. Ex-post evaluations of transport interventions using causal inference methods 2. Addressing distributional concerns (e.g. gender, poverty, displacement dynamics).

Her work develops a comprehensive analytical understanding of performance to improve the operation, planning, and design of transport systems.



Ait Bihi Ouali L, 2020, Effects of Signalling Tax Evasion on Redistribution and Voting Preferences: Evidence from the Panama Papers, Plos One, ISSN:1932-6203

Ait Bihi Ouali L, Graham D, Trompet M, et al., 2020, Gender Differences in the Perception of Safety in Public Transport, Journal of the Royal Statistical Society Series A: Statistics in Society, ISSN:0964-1998

Ait Bihi Ouali L, Joutard X, Havet N, 2016, Pratiques et impacts des activités réduites, Etudes Et Recherches Du Pole Emploi


Ait Bihi Ouali L, Graham DJ, Gender Differences in the Perception of Safety in Transport: The case of subways, 8th hEART Conference

Ait Bihi Ouali L, Bargain O, Joutard X, Partial Unemployment Insurance and Hour Decisions, IZA Summer Conference - 2017

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