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2120 Results

Assessing tariff pass-through to consumer prices in Canada: Lessons from 2018

Staff analytical note 2025-18 Alexander Lam
US trade protectionism is making the economic outlook increasingly uncertain. To assess how consumer prices may respond to tariffs, we examine a tariff episode from 2018 using detailed microdata and the synthetic control method.

Debt-Relief Programs and Money Left on the Table: Evidence from Canada's Response to COVID-19

Staff working paper 2021-13 Jason Allen, Robert Clark, Shaoteng Li, Nicolas Vincent
During the COVID-19 pandemic, Canadian financial institutions offered debt-relief programs to help borrowers cope with job losses and economic insecurity. We consider the low take-up rates for these programs and suggest that to be effective, such programs must be visible and easy to use.

Examining the Impact of Home Purchase Restrictions on China’s Housing Market

Staff working paper 2021-18 Zhentong Lu, Sisi Zhang, Jian Hong
How do “cooling measures” in the housing market—policies aimed to stabilize prices—affect the market? We use a structural model of housing demand and price competition among developers to evaluate China’s home purchase restriction policies implemented in 2010–11.

Expropriation Risk and FDI in Developing Countries: Does Return of Capital Dominate Return on Capital?

Staff working paper 2017-9 M. Akhtaruzzaman, Nathan Berg, Christopher Hajzler
Previously reported effects of institutional quality and political risks on foreign direct investment (FDI) are mixed and, therefore, difficult to interpret. We present empirical evidence suggesting a relatively clear, statistically robust, and intuitive characterization.

Estimating Discrete Choice Demand Models with Sparse Market-Product Shocks

Staff working paper 2025-10 Zhentong Lu, Kenichi Shimizu
We propose a novel approach to estimating consumer demand for differentiated products. We eliminate the need for instrumental variables by assuming demand shocks are sparse. Our empirical applications reveal strong evidence of sparsity in real-world datasets.

Anonymous Credentials: Secret-Free and Quantum-Safe

Staff working paper 2023-50 Raza Ali Kazmi, Cyrus Minwalla
An anonymous credential mechanism is a set of protocols that allows users to obtain credentials from an organization and demonstrate ownership of these credentials without compromising users’ privacy. In this work, we construct the first secret-free and quantum-safe credential mechanism.

How big is cash-futures basis trading in Canada’s government bond market?

Staff analytical note 2024-16 Andreas Uthemann, Rishi Vala
Cash-futures basis trading has grown alongside the Government of Canada bond futures market. We examine this growth over time in relation to Government of Canada bond and repurchase agreement markets and provide details on the type of market participants that engage in this type of trading activity.

Communicating Uncertainty in Monetary Policy

Staff discussion paper 2017-14 Sharon Kozicki, Jill Vardy
While central banks cannot provide complete foresight with respect to their future policy actions, it is in the interests of both central banks and market participants that central banks be transparent about their reaction functions and how they may evolve in response to economic developments, shocks, and risks to their outlooks.

Risk Scenarios and Macroeconomic Forecasts

Staff working paper 2025-28 Kevin Moran, Dalibor Stevanovic, Stéphane Surprenant
We produce forecasts for four risk scenarios to consider their usefulness for monitoring the Canadian economy. We find a high-oil-price scenario benefits the economy, a US recession induces a slowdown, a tight labor market leads to price increases, and a restrictive monetary policy scenario increases the unemployment rate while lowering the inflation rate.
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