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20 Results

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.
Content Type(s): Staff research, Staff analytical notes Topic(s): Financial stability, Housing JEL Code(s): R, R2, R21, R3, R31

Can the characteristics of new mortgages predict borrowers’ financial stress? Insights from the 2014 oil price decline

Staff Analytical Note 2021-22 Olga Bilyk, Ken Chow, Yang Xu
We study the relationship between characteristics of new mortgages and borrowers’ financial stress in Canada’s energy-intensive regions following the 2014 collapse in oil prices. We find that borrowers with limited home equity were more likely to have difficulty repaying debt.

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.

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.

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.
Content Type(s): Staff research, Staff analytical notes Topic(s): Financial stability, Housing JEL Code(s): C, C9, D, D8, D84, R, R2, R21

Disentangling the Factors Driving Housing Resales

Staff Analytical Note 2019-12 Mikael Khan, Taylor Webley
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.

Fundamental Drivers of Existing Home Sales in Canada

Staff Discussion Paper 2018-16 Taylor Webley
Existing home sales’ share of Canada’s economic pie has been rising in recent years, and variation around this trend has resulted in outsized contributions to changes in real gross domestic product (GDP). In this context, we use a cointegration framework to estimate the level of resale activity across the Canadian provinces that is supported by fundamentals—namely, full-time employment, housing affordability and migration flows—to help look through the volatility.

Housing Price Network Effects from Public Transit Investment: Evidence from Vancouver

Staff Working Paper 2018-18 Alex Chernoff, Andrea Craig
In this paper, we estimate the effect on housing prices of the expansion of the Vancouver SkyTrain rapid transit network during the period 2001–11. We extend the canonical residential sorting equilibrium framework to include commuting time in the household utility function.
Content Type(s): Staff research, Staff working papers Topic(s): Asset pricing, Economic models, Housing JEL Code(s): H, H4, H41, R, R2, R21, R4, R41

Housing and Tax-Deferred Retirement Accounts

Staff Working Paper 2016-24 Anson T. Y. Ho, Jie Zhou
Assets in tax-deferred retirement accounts (TDA) and housing are two major components of household portfolios. In this paper, we develop a life-cycle model to examine the interaction between households’ use of TDA and their housing decisions.
Content Type(s): Staff research, Staff working papers Topic(s): Economic models, Housing JEL Code(s): C, C6, C61, D, D1, D14, D9, D91, E, E2, E21, H, H2, H24, R, R2, R21
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