D1 - Household Behavior and Family Economics

• 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

• The impact of higher interest rates on mortgage payments

  Staff Analytical Note 2023-19 Maria teNyenhuis, Adam Su

  We investigate how the increase in interest rates since early 2022 is affecting mortgage payments. By November 2023, less than half of mortgage holders had faced higher payments. Many borrowers will see a sizable increase in payments at renewal, although income growth could help mitigate the impact.

  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, E, E4, E5, G, G2, G21

• We Didn’t Start the Fire: Effects of a Natural Disaster on Consumers’ Financial Distress

  Staff Working Paper 2023-15 Anson T. Y. Ho, Kim Huynh, David T. Jacho-Chávez, Geneviève Vallée

  We use detailed consumer credit data to investigate the impact of the 2016 Fort McMurray wildfire, the costliest wildfire disaster in Canadian history, on consumers’ financial stress. We focus on the arrears of insured mortgages because of their important implications for financial institutions and insurers’ business risk and relevant management practices.

  Content Type(s): Staff research, Staff working papers Topic(s): Climate change, Credit and credit aggregates, Econometric and statistical methods, Financial stability JEL Code(s): C, C2, C21, D, D1, D12, G, G2, G21, Q, Q5, Q54

• Fiscal Stimulus and Skill Accumulation over the Life Cycle

  Staff Working Paper 2023-9 Laure Simon

  Using micro data from the U.S. Consumer Expenditure Survey and Current Population Survey, I document that government spending shocks affect individuals differently over the life cycle.

  Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Fiscal policy, Productivity JEL Code(s): D, D1, D12, D15, E, E2, E21, E6, E62, J, J1, J11, J2, J24
• 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

• Variable-rate mortgages with fixed payments: Examining trigger rates

  Staff Analytical Note 2022-19 Stephen Murchison, Maria teNyenhuis

  We estimate the share of variable-rate mortgages with fixed payments that reached the so-called trigger rate—the interest rate at which mortgage payments no longer cover the principal. Amid rising interest rates, this share was close to 50% at the end of October 2022 and could potentially reach 65% in 2023.

  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, E, E4, E5, G, G2, G21

• Comparison of Bayesian and Sample Theory Parametric and Semiparametric Binary Response Models

  Staff Working Paper 2022-31 Xiangjin Shen, Iskander Karibzhanov, Hiroki Tsurumi, Shiliang Li

  We use graphic processing unit computing to compare Bayesian and sample theory semiparametric binary response models. Our findings show that optimal bandwidth does not outperform regular bandwidth in binary semiparametric models.

  Content Type(s): Staff research, Staff working papers Topic(s): Credit risk management, Econometric and statistical methods JEL Code(s): C, C1, C14, C3, C35, C5, C51, C6, C63, D, D1

• Equilibrium in Two-Sided Markets for Payments: Consumer Awareness and the Welfare Cost of the Interchange Fee

  Staff Working Paper 2022-15 Kim Huynh, Gradon Nicholls, Oleksandr Shcherbakov

  We construct and estimate a structural two-stage model of equilibrium in a market for payments in order to quantify the network externalities and identify the main determinants of consumer and merchant decisions.

  Content Type(s): Staff research, Staff working papers Topic(s): Bank notes, Digital currencies and fintech, Econometric and statistical methods, Financial services JEL Code(s): C, C5, C51, D, D1, D12, E, E4, E42, L, L1, L14

• COVID-19, Containment and Consumption

  Staff Discussion Paper 2022-5 Tatjana Dahlhaus, Daniel Hyun, Antoine Poulin-Moore, Jaime Trujillo, Saarah Sheikh, Benjamin Straus

  We assess the impact of COVID-19 on consumption indicators by estimating the effects of government-mandated containment measures and of the willingness of individuals to voluntarily physically distance to prevent contagion.

  Content Type(s): Staff research, Staff discussion papers Topic(s): Coronavirus disease (COVID-19), Domestic demand and components JEL Code(s): C, C2, C23, D, D1, D12, E, E6, E65, I, I1, I18

• The COVID-19 Consumption Game-Changer: Evidence from a Large-Scale Multi-Country Survey

  Staff Working Paper 2021-57 Alexander Hodbod, Cars Hommes, Stefanie J. Huber, Isabelle Salle

  A multi-country consumer survey investigates why and how much households decreased their consumption in five key sectors after pandemic-related restrictions were lifted in Europe in July 2020. Beyond infection risk and precautionary saving motives, households also reported not missing some consumption items, which may indicate preference shifts and structural changes in the post-COVID-19 economy.

  Content Type(s): Staff research, Staff working papers Topic(s): Coronavirus disease (COVID-19), Domestic demand and components, Firm dynamics, Fiscal policy, Recent economic and financial developments JEL Code(s): D, D1, D12, D8, D81, D84, E, E2, E21, E6, E60, E7, E71