Mikael Khan - Latest
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Detecting exuberance in house prices across Canadian cities
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
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
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
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
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
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. -
Disentangling the Factors Driving Housing Resales
We use a recently developed model and loan-level microdata to decompose movements in housing resales since 2015. We find that fundamental factors, namely housing affordability and full-time employment, have had offsetting effects on resales over our study period. -
Non-Resident Taxes and the Role of House Price Expectations
In recent years, the governments of Ontario and British Columbia have imposed taxes on purchases by non-Canadian residents of residential properties in certain jurisdictions. -
Personal Experiences and House Price Expectations: Evidence from the Canadian Survey of Consumer Expectations
In this work, we use novel Canadian survey data to study how expectations of future changes in house prices are influenced by personal experiences. We find that recently experienced changes in local house prices are routinely extrapolated into expectations of year-ahead changes in national house prices.