Identifying Consumer-Welfare Changes when Online Search Platforms Change Their List of Search Results Staff Working Paper 2020-5 Ryan Martin Online shopping is often guided by search platforms. Consumers type keywords into query boxes, and search platforms deliver a list of products. Consumers' attention is limited, and exhaustive searches are often impractical. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Market structure and pricing JEL Code(s): C, C1, C14, D, D1, D11, D12, D6, D8, D83, L, L4, L40
The Effect of Mortgage Rate Resets on Debt: Evidence from TransUnion (Part I) Staff Analytical Note 2020-2 Katya Kartashova This note studies how decreases in mortgage rates affect the behaviour of borrowers in terms of spending on durable goods and repaying debt. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Credit and credit aggregates, Housing, Interest rates, Monetary policy, Monetary policy transmission JEL Code(s): D, D1, D12, D14, E, E4, E43, E5, E52, G, G2, G21, R, R3, R31
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. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Financial stability, Housing JEL Code(s): D, D1, D12, E, E2, E21, G, G2, G20
Flight from Safety: How a Change to the Deposit Insurance Limit Affects Households’ Portfolio Allocation Staff Working Paper 2019-29 H. Evren Damar, Reint Gropp, Adi Mordel Deposit insurance protects depositors from failing banks, thus making insured deposits risk-free. When a deposit insurance limit is increased, some deposits that previously were uninsured become insured, thereby increasing the share of risk-free assets in households’ portfolios. This increase cannot simply be undone by households, because to invest in uninsured deposits, a household must first invest in insured deposits up to the limit. This basic insight is the starting point of the analysis in this paper. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial system regulation and policies JEL Code(s): D, D1, D14, G, G2, G21, G28, L, L5, L51
Reassessing the Growth of HELOCs in Canada Using New Regulatory Data Staff Analytical Note 2019-14 Leila Al-Mqbali, Olga Bilyk, Stefan Caputo, James Younker Using new regulatory data on residential secured lending from Canadian banks, we assess the growth rate of home equity lines of credit (HELOCs). Content Type(s): Staff research, Staff analytical notes Research Topic(s): Credit and credit aggregates, Financial institutions, Financial stability, Recent economic and financial developments JEL Code(s): D, D1, G, G2, G21, G28
Inequality in Parental Transfers, Borrowing Constraints and Optimal Higher Education Subsidies Staff Working Paper 2019-7 Youngmin Park This paper studies optimal education subsidies when parental transfers are unequally distributed across students and cannot be publicly observed. After documenting substantial inequality in parental transfers among US college students with similar family resources, I examine its implications for how the education subsidy should vary with schooling level and family resources to minimize inefficiencies generated by borrowing constraints. Content Type(s): Staff research, Staff working papers Research Topic(s): Fiscal policy, Potential output, Productivity JEL Code(s): D, D1, D14, D6, D61, D64, D8, D82, I, I2, I22, J, J2, J24
The Impact of Recent Policy Changes on the Canadian Mortgage Market Staff Analytical Note 2018-35 Olga Bilyk, Maria teNyenhuis Recent policy changes are having a clear impact on the mortgage market. The number of new, highly indebted borrowers has fallen, and overall mortgage activity has slowed significantly. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Credit and credit aggregates, Financial institutions, Interest rates, Recent economic and financial developments JEL Code(s): D, D1, E, E4, G, G2, G21, G28
The Framework for Risk Identification and Assessment Technical Report No. 113 Cameron MacDonald, Virginie Traclet Risk assessment models are an important component of the Bank’s analytical tool kit for assessing the resilience of the financial system. We describe the Framework for Risk Identification and Assessment (FRIDA), a suite of models developed at the Bank of Canada to quantify the impact of financial stability risks to the broader economy and a range of financial system participants (households, businesses and banks). Content Type(s): Staff research, Technical reports Research Topic(s): Economic models, Financial institutions, Financial stability, Housing JEL Code(s): C, C3, C5, C6, C7, D, D1, E, E0, E00, E2, E27, E3, E37, E4, E47, G, G0, G2, G21
A Look Inside the Box: Combining Aggregate and Marginal Distributions to Identify Joint Distributions Staff Working Paper 2018-29 Marie-Hélène Felt This paper proposes a method for estimating the joint distribution of two or more variables when only their marginal distributions and the distribution of their aggregates are observed. Nonparametric identification is achieved by modelling dependence using a latent common-factor structure. Content Type(s): Staff research, Staff working papers Research Topic(s): Bank notes, Digital currencies and fintech, Econometric and statistical methods JEL Code(s): C, C1, C14, D, D1, D14, E, E4, E41
Interest Rate and Renewal Risk for Mortgages Staff Analytical Note 2018-18 Olga Bilyk, Cameron MacDonald, Brian Peterson In this note, we explore two types of risk faced by holders of mortgages and home equity lines of credit (HELOCs) in the context of rising interest rates: interest rate risk and renewal risk. Content Type(s): Staff research, Staff analytical notes Research 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, G28