Using new loan data to better understand mortgage holders Staff Analytical Note 2025-1 Odae Al Aboud, Saarah Sheikh, Adam Su, Yang Xu The Bank of Canada is using an enhanced dataset that tracks the stock of outstanding mortgages and home equity lines of credit held by federally regulated lenders. This paper highlights some of the new details in the dataset and how they impact the Bank’s understanding of the mortgage market. Content Type(s): Staff research, Staff analytical notes Topic(s): Credit and credit aggregates, Financial institutions, Interest rates, Recent economic and financial developments JEL Code(s): D, D1, D12, D14, G, G2, G21, G28
Familiarity with Crypto and Financial Concepts: Cryptoasset Owners, Non-Owners, and Gender Differences Staff Working Paper 2024-48 Daniela Balutel, Walter Engert, Christopher Henry, Kim Huynh, Doina Rusu, Marcel Voia Measuring cryptoasset knowledge alongside financial knowledge enhances our understanding of individuals' decisions to purchase cryptoassets. This paper uses microdata from the Bank of Canada’s Bitcoin Omnibus Survey to examine gender differences and the interrelationship between crypto and financial knowledge through an empirical joint analysis. Content Type(s): Staff research, Staff working papers Topic(s): Central bank research, Digital currencies and fintech, Econometric and statistical methods JEL Code(s): C, C8, C81, D, D1, D14, D9, D91, G, G5, G53, O, O5, O51
Saving after Retirement and Preferences for Residual Wealth Staff Working Paper 2024-21 Giulio Fella, Martin B. Holm, Thomas Michael Pugh We estimate a model of households in Norway with bequest motives, health-dependent utility, and uncertain longevity and health. Our estimates imply strong bequest motives for households both with and without offspring. We interpret this as suggestive evidence that utility from residual wealth represents forces beyond an altruistic bequest motive. Content Type(s): Staff research, Staff working papers Topic(s): Economic models, Fiscal policy, Housing, Labour markets JEL Code(s): D, D1, D11, D12, D14, E, E2, E21
Measuring household financial stress in Canada using consumer surveys Staff Analytical Note 2024-5 Nicolas Bédard, Patrick Sabourin We use data from the Canadian Survey of Consumer Expectations to understand how households are coping with high inflation and high interest rates. We build a subjective measure of financial stress and find that the level of stress is at a historical high but remains manageable for most households. Content Type(s): Staff research, Staff analytical notes Topic(s): Domestic demand and components, Financial stability, Monetary policy transmission, Recent economic and financial developments JEL Code(s): D, D1, D14, G, G5, H, H3
Perceived versus Calibrated Income Risks in Heterogeneous-Agent Consumption Models Staff Working Paper 2023-59 Tao Wang Perceived income risks reported in a survey of consumer expectations are more heterogeneous and, on average, lower than indirectly calibrated risks based on panel data. They prove to be one explanation for why a large fraction of households hold very little liquid savings and why accumulated wealth is widely unequal across households. Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Monetary policy, Monetary policy and uncertainty JEL Code(s): D, D1, D14, E, E2, E21, E7, E71, G, G5, G51
November 22, 2022 Tracking the financial vulnerabilities of households and the housing market The Bank of Canada is publishing a new set of indicators of financial vulnerabilities. This will allow households, the private sector, financial authorities and governments to better understand and monitor the evolution of two key vulnerabilities in the financial system: the elevated level of household indebtedness and high house prices. Content Type(s): Publications, Financial System Hub articles Topic(s): Credit and credit aggregates, Financial stability, Housing, Monetary and financial indicators, Recent economic and financial developments, Sectoral balance sheet JEL Code(s): D, D1, D14, D8, D84, E, E5, G, G2, G21, R, R2, R21
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. Content Type(s): Staff research, Staff analytical notes Topic(s): Credit and credit aggregates, Econometric and statistical methods, Financial stability, Housing JEL Code(s): C, C2, C25, D, D1, D14, G, G2, G21, G5, G51, R, R2, R21
Household financial vulnerabilities and physical climate risks Staff Analytical Note 2021-19 Thibaut Duprey, Colin Jones, Callie Symmers, Geneviève Vallée Natural disasters occur more often than before, potentially exposing households to financial distress. We study the intersection between household financial vulnerabilities and severe weather events. Content Type(s): Staff research, Staff analytical notes Topic(s): Climate change, Credit and credit aggregates, Financial stability, Housing, Recent economic and financial developments JEL Code(s): C, C2, C21, C3, C38, D, D1, D14, Q, Q5, Q54
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. Content Type(s): Staff research, Staff analytical notes Topic(s): Coronavirus disease (COVID-19), Credit and credit aggregates, Financial stability, Housing, Recent economic and financial developments, Sectoral balance sheet JEL Code(s): D, D1, D14, D8, D84, E, E5, G, G2, G21, G28, R, R2, R21
The Interplay of Financial Education, Financial Literacy, Financial Inclusion and Financial Stability: Any Lessons for the Current Big Tech Era? Staff Working Paper 2020-32 Nicole Jonker, Anneke Kosse The objective of this paper is twofold. First, we assess whether financial education might be a suitable tool to promote the financial inclusion opportunities that big techs provide. Second, we study how this potential financial inclusion could impact financial stability. Content Type(s): Staff research, Staff working papers Topic(s): Development economics, Digital currencies and fintech, Financial markets, Financial services, Financial stability JEL Code(s): D, D1, D14, D9, D91, D92, G, G2, G21, G23, O, O1, O16