Staff research

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Measuring how financial sector economists respond to the tone of Bank of Canada communications

Sparks at Bank article Amanda Wang, Xu Zhang, Xinfen Han
The words central banks use to explain policy decisions matter. They can, in some cases, affect financial markets just like changes in policy interest rates do. For this reason, we built a tool to track the tone of the Bank of Canada’s policy communications and assess how tone affects market perceptions.

Money Talks: How Foreign and Domestic Monetary Policy Communications Move Financial Markets

Staff working paper 2025-33 Rodrigo Sekkel, Henry Stern, Xu Zhang
We construct a dataset on Federal Reserve and Bank of Canada non-rate announcement events to provide novel insights into how foreign and domestic monetary policy communications affect the financial markets of open economies. We find that Fed non-rate communications have a stronger impact on long-term interest rates and stock futures, while Bank of Canada communications are relatively more important for short-term interest rates and the exchange rate.

Is anyone surprised? The high-frequency impact of US and domestic macroeconomic data announcements on Canadian asset prices

Staff analytical note 2025-10 Blake DeBruin Martos, Rodrigo Sekkel, Henry Stern, Xu Zhang
Using almost two decades of detailed high-frequency data, we show how Canadian interest rates, the CAD/USD spot exchange rate, and stock market returns react to both US and domestic macro announcements. We find that Canadian macroeconomic announcements invoke greater responses in short-term yields, whereas US macroeconomic announcements play an increasingly important role in the yield movements of longer-term assets.

Assessing the Impact of the Bank of Canada’s Government Bond Purchases

Staff discussion paper 2024-5 Chinara Azizova, Jonathan Witmer, Xu Zhang
In March 2020, the Bank of Canada implemented the Government of Canada Bond Purchase Program, eventually purchasing approximately $340 billion of government bonds. In this paper, we analyze the impact of this program on financial market prices and yields as well as on GDP and inflation.

Extreme Weather and Low-Income Household Finance: Evidence from Payday Loans

Staff working paper 2024-1 Shihan Xie, Victoria Wenxin Xie, Xu Zhang
This paper explores the impact of extreme weather exposures on the financial outcomes of low-income households. Our findings highlight the heightened financial vulnerability of low-income households to environmental shocks and underscore the need for targeted policies.

Monetary Policy and Racial Inequality in Housing Markets: A Study of 140 US Metropolitan Areas

Staff working paper 2023-62 Qi Li, Xu Zhang
We find that minority households see greater declines in housing returns and entries into homeownership than White households after a tightening of monetary policy. Our findings emphasize the unintended consequences of monetary policy on racial inequality in the housing market.

How Do People View Price and Wage Inflation?

Staff working paper 2022-34 Monica Jain, Olena Kostyshyna, Xu Zhang
This paper examines household-level data from the Canadian Survey of Consumer Expectations (CSCE) to understand households’ expectations about price and wage inflation, how those expectations link to views about labour market conditions and the subsequent impact on households’ outlook for real spending growth.

More Than Words: Fed Chairs’ Communication During Congressional Testimonies

Staff working paper 2022-20 Michelle Alexopoulos, Xinfen Han, Oleksiy Kryvtsov, Xu Zhang
We measure soft information contained in the congressional testimonies of U.S. Federal Reserve Chairs and analyze its effect on financial markets. Increases in the Chair’s text-, voice-, or face-emotion indices during these testimonies generally raise stock prices and lower their volatility.

Evaluating the Effects of Forward Guidance and Large-scale Asset Purchases

Staff working paper 2021-54 Xu Zhang
I propose a novel method to identify and estimate the macroeconomic effects of forward guidance and large-scale asset purchases (LSAP) for each FOMC announcement. I find that LSAP is more important than forward guidance in influencing output and inflation. LSAP puts upward pressure on short-term yields, so it should always be used in conjunction with forward guidance.

A New Measure of Monetary Policy Shocks

Staff working paper 2021-29 Xu Zhang
Combining various high frequency financial data with central bank projections, I construct a new measure of monetary policy shocks not predictable by the public information preceding a central bank’s announcements. I then study the causal effects of monetary policy on the macro economy.