Journal Publications
"A gender lens on labor market exposure to AI" with Mauro Cazzaniga, Augustus Panton, Longji Li, and Marina Mendes Tavares - 2025 - AEA Papers & Proceedings - Link to published version
"Exposure to Artificial Intelligence and Occupational Mobility" - with Mauro Cazzaniga, Emma Rockall and Marina Mendes Tavares - IMF Working Paper 2024/116 - Link - Accepted at Economia - LACEA Journal
"Did the COVID-19 Recession Increase the Demand for Digital Occupations in the United States? Evidence from Employment and Vacancies Data" - with Jiaming Soh, Myrto Oikonomou, Ippei Shibata, Marina Tavares - 2024 - IMF Economic Review - Link to Published Version - Online Appendix - Link to WP
Previous version as IMF Working Paper Link to IMF WP
"Job polarization and the declining wages of young female workers in the United Kingdom" with Era Dabla-Norris and Jay Rappaport - 2023 - Oxford Bulletin of Economics and Statistics, Vol 85(6), p.1185-1210. - Link to Published Version - Working Paper PDF
Previously circulated as "Job Polarization and the Declining Fortunes of the Young" IMF Working Paper 19/216
"Has COVID-19 Induced Labor Market Mismatch? Evidence from the US and the UK" - 2023 - with Ippei Shibata - Labour Economics, 81 - Link to Published Version- Working paper PDF
Older version also circulated as IMF Working Paper 22/05
Coverage by: New York Times , CNN, AFP, The National
"Subjective models of the macroeconomy: evidence from experts and a representative sample" - 2022 - with Peter Andre, Johannes Wohlfart and Chris Roth - Review of Economic Studies, 89(6), 2958-2991 - Link to Published Version - Working Paper PDF - Instructions
Coverage by: The New York Times
"State dependence in labor market fluctuations." -2020- with Konstantinos Theodoridis and Francesco Zanetti - International Economic Review - Link to Published Version - Working Paper PDF - Online Appendix
Working papers
"AI and the Future of Work in an Aging Economy" with Marina Mendes Tavares - Wharton Pension Research Council WP 2025-14 - Link to PDF
Forthcoming as book chapter in the PRC 2025 Symposium Book.
"AI Adoption and Inequality" with Emma Rockall and Marina Mendes Tavares - IMF WP 2025/068 - Link to PDF
"Labor Market Exposure to AI: Cross-country Differences and Distributional Implications" - with Augustus Panton, Marina Mendes Tavares, Mauro Cazzaniga and Longji Li - Link to PDF
An earlier version circulated as IMF Working Paper 23/216
Coverage by: The Atlantic, Nada Es Gratis
"Housing, borrowing constraints, and labor supply over the life cycle" - 2017 - PDF
"Labor force composition and the aggregate matching function in the United Kingdom" with Bradley Speigner (Bank of England) - 2018 - PDF
An earlier version of the work is available as a BoE working paper.