Staff research

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13 result(s)

Pricing behaviour and inflation during the COVID-19 pandemic: Insights from consumer prices microdata

Staff analytical note 2024-6 Olga Bilyk, Mikael Khan, Olena Kostyshyna
Using the microdata underlying the Canadian consumer price index, we study how often and by how much firms changed their prices during the COVID-19 pandemic. We find that the surge in inflation was mainly associated with retailers raising prices much more often than before. We also find that more recently, corporate price-setting behaviour appears to be approaching pre-pandemic norms.

Markups and inflation during the COVID-19 pandemic

Staff analytical note 2023-8 Olga Bilyk, Timothy Grieder, Mikael Khan
We find that prices and costs for consumer-oriented firms moved roughly one-for-one during the COVID-19 pandemic. This means firms fully passed rising costs through to the prices they charged. However, our results are suggestive, given data limitations and the uncertainty associated with estimating markups.

Core inflation over the COVID-19 pandemic

Staff analytical note 2022-17 Mikael Khan, Elyse Sullivan
We assess the usefulness of various measures of core inflation over the COVID-19 pandemic. We find that Cpi-trim and CPI-median provided the best signal of underlying inflation. The favourable performance of these measures stems from their lack of reliance on historical experience, an especially valuable feature in unprecedented times.

Housing demand in Canada: A novel approach to classifying mortgaged homebuyers

Staff analytical note 2022-1 Mikael Khan, Yang Xu
We introduce a novel approach to categorize mortgaged homebuyers into first-time homebuyers, repeat homebuyers and investors. We show how these groups contribute to activity in Canadian housing markets, and we analyze the differences in their demographic and financial characteristics.

Detecting exuberance in house prices across Canadian cities

Staff analytical note 2021-9 Ugochi Emenogu, Cars Hommes, Mikael Khan
We introduce a model to detect periods of extrapolative house price expectations across Canadian cities. The House Price Exuberance Indicator can be updated on a quarterly basis to support the Bank of Canada’s broader assessment of housing market imbalances.

COVID-19’s impact on the financial health of Canadian businesses: An initial assessment

Staff analytical note 2021-8 Timothy Grieder, Mikael Khan, Juan Ortega, Callie Symmers
Despite COVID-19 challenges, bold policy measures in Canada have helped businesses manage cash flow pressures and kept insolvency filings low. But the impact of the pandemic has been uneven, and the financial health of some firms may further deteriorate over the next year.

Update on housing market imbalances and household indebtedness

Staff analytical note 2021-4 Mikael Khan, Olga Bilyk, Matthew Ackman
Exceptional strength in the housing market during the pandemic is underpinning Canada’s economic recovery. However, two key vulnerabilities—housing market imbalances and elevated household indebtedness—have intensified.

Household indebtedness risks in the wake of COVID‑19

Staff analytical note 2020-8 Olga Bilyk, Anson T. Y. Ho, Mikael Khan, Geneviève Vallée
COVID-19 presents challenges for indebted households. We assess these by drawing parallels between pandemics and natural disasters. Taking into account the financial health of the household sector when the pandemic began, we run model simulations to illustrate how payment deferrals and the labour market recovery will affect mortgage defaults.

Home Equity Extraction and Household Spending in Canada

Staff analytical note 2019-27 Anson T. Y. Ho, Mikael Khan, Monica Mow, Brian Peterson
We use rich microdata to measure home equity extraction in Canada and track its evolution over time. We find home equity extraction has been rising in recent years and has likely contributed materially to dynamics in household spending.

The Formation of House Price Expectations in Canada: Evidence from a Randomized Information Experiment

Staff analytical note 2019-24 Marc-André Gosselin, Mikael Khan, Matthieu Verstraete
We conduct a randomized information experiment leveraging the Canadian Survey of Consumer Expectations. We provide causal evidence that respondents revise both their short- and medium-term expectations of future house price growth in a way that is consistent with observed short-term momentum in house prices. However, empirically, house price growth tends to revert to its mean in the medium term.
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