Federico Tullio

Bank of Italy - DG Economics, Statistics and Research - Statistical Analysis Directorate 

Research

Peer-reviewed journal articles

Loschiavo, D., Tullio, F. and di Salvatore, A. (2025). Measuring households' financial fragilities: An analysis at the intersection of income, financial wealth, and debt.

Review of Income and Wealth, 71.

Donatiello, G., D'Orazio, M., Loschiavo, D., Neri, A. and Tullio, F. (2025). The relationship between income, consumption and wealth: methods and results of a first experimental integration of multiple households surveys in Italy.

Statistical Journal of the IAOS, 41:62-72.

Bavaro, M. and Tullio, F. (2024). A cycle or a tunnel? A study on unemployment and low-pay dynamics in Italy.

Labour Economics, 90. 

Bavaro, M. and Tullio, F. (2023). Intergenerational mobility measurement with latent transition matrices.

The Journal of Economic Inequality, 21:25-45.

Tullio, F. and Bartolucci, F. (2022). Causal inference for time-varying treatments in latent Markov models: An application to the effect of remittances on poverty dynamics.

The Annals of Applied Statistics,  16: 962-1985.

Neri, A. and Tullio, F. (2022). The role of household sentiments and expectations during the Covid-19 crisis: Evidence from the Special Survey of Italian Households.

Politica Economica, Journal of Economic Policy, 38:157-188.

Other publications

Loschiavo, D., Mariani, G. M., Moscatelli, M., Neri, A., Porreca, E. and Tullio, F. (2024). Enhancing the SHIW weighting methodology with external data sources. 

Banca d'Italia (2022). Survey on Household Income and Wealth - 2020 report. Media coverage: lavoce.info (in Italian)

Working papers & work in progress

"Dynamics and measurement error in household income data collected with single questions".