Working Papers:
presented at: 53rd EFA Annual Meeting, Ghent, August 2026 (scheduled), Challenges for Monetary Policy Transmission in a Changing World, Bank of Italy, Rome, July 2026 (scheduled), CEBRA Annual Meeting, Copenhagen, June 2026 (scheduled), 9th Annual Workshop of the European System of Central Banks (ESCB) – Research Cluster 3, Bundesbank, Frankfurt, Nov 2025, ChaMP Special NBFI Workshop, SAFE, Frankfurt, Nov 2025, 2nd SAFE-CEPR Frankfurt Hub International Conference, SAFE, Frankfurt, Sept 2025
Abstract. We examine how monetary policy transmits through non-bank lenders (NBLs) using comprehensive loan-level data covering the universe of all loans in an economy. A one-percentage-point (pp) increase in the policy rate leads NBLs to raise lending rates by 0.17 pp more than banks and to contract credit sharply on the extensive margin. We show that this amplification is driven by a liability wedge: banks’ price-insensitive deposit franchise stabilizes their funding costs, whereas NBLs rely on short-term wholesale debt that reprices immediately. This funding fragility exposes NBLs to rapid balance-sheet deterioration, resulting in higher pass-through and a stronger contraction in lending. This credit contraction spills over to the real economy, causing firms with high non-bank exposure to reduce assets, liabilities, employment, and profitability significantly more than bank-dependent firms. Consequently, we show that NBLs can act as stronger amplifiers of monetary policy than banks.
Inflation Expectations and Term Premium, (2024) with Raf Wouters
presented at: EABCN Conference: Advances in monetary policy and the natural rate of interest, EUI, Oct 2025 (scheduled), 55th Annual Conference of the Money, Macro & Finance Society, University of Manchester, Sept 2024, CEBRA Annual Meeting 2024, ECB, Aug 2024, RES Annual Conference, Queen's University Belfast, March 2024, ASSA 2024 Annual Meeting, San Antonio, Jan 2024 (scheduled), National Bank of Belgium, April 2023, 8th annual conference of the Society for Economic Measurement, Milan, June 2023, De Nederlandsche Bank, Jan 2023, Annual Congress of the EEA, Bocconi, Milan, Aug 2022, Annual Meeting of the Austrian Economic Association, University of Vienna, Vienna, Sept 2022, Bank of Portugal, Aug 2022
How much do Banks Hide? (2024) with Roman Goncharenko
R&R at the Journal of Money, Credit and Banking
presented at: De Nederlandsche Bank, Oct 2024 , CERGE-EI, Nov 2023 (scheduled)
Abstract. We develop a simple quantitative model of a bank to study hidden loan losses under regulatory scrutiny. The model incorporates stochastic regulatory audit, enabling temporary concealment of losses. Calibration shows that banks typically hide about 0.8% of loan portfolios as defaulted loans. Following a contractionary aggregate shock, this rises sharply to 2.9% staying elevated for four years. We further show that hidden defaults heighten the risk of bank failure and increases its expected costs.