David Gauthier

Research Economist
Banque de France — Financial Stability Directorate

I work on credit, risk premia and the business cycle, and on how central bank communication shapes the expectations that move markets. To study these questions I build datasets from unstructured sources — speeches, news archives, transcripts — and use them to measure how information travels through the economy.

Working papers

Authority, Attention, and the Origins of Monetary Policy Surprises

At FOMC announcements, markets are surprised by information that was public months earlier, voiced by the members they attend to least. Attention follows institutional authority rather than informational content: a Chair or Vice Chair speech draws about six times the press coverage of another governor's, yet it is non-Chair tone that predicts interest-rate forecast errors, excess bond returns and the forward-guidance component of policy surprises. The asymmetry attaches to the office, not the person — on promotion, the same speaker gains attention and loses predictive power. Built on two new datasets: 4,177 Federal Reserve Board speeches and testimonies since 1961, scored into a Monetary Stance Signal, and a panel matching every speech since 1992 to the Reuters articles covering it.

PDFAppendix

Influence within the FOMC

Identifies members' causal influence on policy decisions from the predetermined voting rotation of regional Fed presidents — a quasi-experimental design built from institutional rules.

Revisiting the Contribution of Fire-Sales to System-Wide Amplification

A stress-testing model for the euro area built from entity-level balance-sheet data, measuring how financial shocks propagate across the system.

Publications

Collateral Shocks

with Yvan Bécard · American Economic Journal: Macroeconomics 14(1), 83–103

Collateral shocks — changes in the financial sector's ability to redeploy collateral — are the dominant source of US business cycles. The estimated shock tracks measured lending standards and market sentiment.

AppendixReplication code

Banks, Nonbanks, and Business Cycles

with Yvan Bécard · European Economic Review

A single risk-premium shock generates the comovement of euro-area macroeconomic and financial aggregates once banks pass risky loans to nonbanks, and drives both business and financial cycles.

Bank Shocks and the Debt Structure

Macroeconomic Dynamics 29, e42

Identifies bank credit-supply shocks from the composition of firms' debt — only bank shocks move loans and bonds in opposite directions. They account for a third of output fluctuations and predict the corporate bond spread.

PDFAppendixBank Underground

Public datasets

Corpora I built for research and released openly. Hosted on Kaggle; free to download and reuse with attribution.

Central Bank Speeches

A curated corpus of central bankers' speeches, cleaned and aligned across institutions.

1997– · 8 institutions · euro area, US, UK, JP, CA, SE, CH, AT

FOMC Press Conferences

The Chair's answers in FOMC press conferences, in both text and audio.

2015– · text + audio

Macro Announcements

Macroeconomic data releases paired with the consensus forecast preceding each one.

releases + consensus + forecasts

Glassdoor Job Reviews

Job descriptions and employee ratings across work-life balance, income, culture and other criteria. Released in two parts.

2008– · UK · part 1 · part 2

Research code

Toolboxes I maintain for macroeconomic estimation.

ToolboxWhat it doesLanguage
SignRestrictionVAR Sign-restriction VAR estimation and identification Julia
IRF_Matching Bayesian impulse-response matching with Dynare Matlab / Dynare
Risky Steady State Computes the risky steady state from a Dynare model Matlab / Dynare
Frequency-Domain Estimation Spectral-density estimation routines for Dynare models Matlab / Dynare

Prediction competitions

Full record on Kaggle.

CompetitionTaskResultYear
AMFEuropean taxonomy text classification (NLP)top 1%2023
EnefitPredicting the energy behaviour of prosumerstop 5%2024
NatixisAsset returns from central bankers' speeches (NLP)top 5%2022
Capital Fund ManagementEnd-of-day stock auction volumestop 5%2021
OptiverRealised volatility predictiontop 10%2021

Background

Research Economist, Banque de France — Financial Stability Directorate

2024–

Quantitative Research Intern, Capital Fund Management — Research Team

2022

Research Economist, Bank of England — Modelling Team

2018–2021

M.Sc. Data Science, ENSAE — Institut Polytechnique de Paris

2021–2022

Ph.D. Macroeconomics, Paris School of Economics & Panthéon-Sorbonne

2015–2019

Refereeing for the Journal of Money, Credit and Banking, the Quarterly Review of Economics and Finance and Macroeconomic Dynamics. Full detail in the CV.