Financial Intermediaries and the Macroeconomy: Evidence from a High-Frequency Identification Staff working paper 2022-24 Pablo Ottonello, Wenting Song We provide empirical evidence of effects to the aggregate economy from surprises about financial intermediaries’ net worth based on a high-frequency identification strategy. We estimate that news of a 1% decline in intermediaries’ net worth leads to a 0.2%–0.4% decrease in the market value of nonfinancial firms. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E32, E4, E44, E5, E51, G, G0, G01, G1, G12, G2, G21, G23, G24, G3, G32 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial institutions and intermediation, Household and business credit, Monetary policy, Real economy and forecasting
A Dynamic Factor Model for Nowcasting Canadian GDP Growth Staff working paper 2017-2 Tony Chernis, Rodrigo Sekkel This paper estimates a dynamic factor model (DFM) for nowcasting Canadian gross domestic product. The model is estimated with a mix of soft and hard indicators, and it features a high share of international data. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C3, C32, C38, C5, C53, E, E3, E37 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
October 30, 2013 Research Update - October 2013 This monthly newsletter features the latest research publications by Bank of Canada economists including external publications and working papers published on the Bank of Canada’s website. Content Type(s): Staff research, Research newsletters
March 20, 2025 Navigating tariff uncertainty Remarks Tiff Macklem Calgary Economic Development Calgary, Alberta Governor Tiff Macklem discusses how the US trade conflict and uncertainty is hurting business and consumer confidence. He also outlines what the Bank is doing to ensure the trade conflict doesn’t cause widespread or persistent inflation. Content Type(s): Press, Speeches and appearances, Remarks Subject(s): Financial system, Financial stability, Monetary policy, Economy/Economic growth, Inflation, Inflation targeting framework
Market Size and Entry in International Trade: Product Versus Firm Fixed Costs Staff working paper 2018-43 Walter Steingress This paper develops a theoretical framework to infer the nature of fixed costs from the relationship between entry patterns in international markets and destination market size. If fixed costs are at the firm level, firms take advantage of an intrafirm spillover by expanding firm-level product range (scope). Content Type(s): Staff research, Staff working papers JEL Code(s): F, F1, F12, F14, F2, F23 Research Theme(s): Models and tools, Economic models, Structural challenges, International trade, finance and competitiveness
November 30, 2016 Research Update - November 2016 This monthly newsletter features the latest research publications by Bank of Canada economists including external publications and working papers published on the Bank of Canada’s website. Content Type(s): Staff research, Research newsletters
November 21, 2002 Is Canada Dollarized? Bank of Canada Review - Autumn 2002 John Murray, James Powell The sharp depreciation of the Canadian dollar and the successful launch of the euro have sparked a lively debate in Canada about the possible benefits of formally adopting the U.S. dollar as our national currency. Some observers have suggested that this debate is largely irrelevant, since Canada is already highly "dollarized." Canadian businesses and households, they assert, often use the U.S. dollar to perform standard money functions in preference to their own currency. Very little evidence has been provided, however, to support these claims. The authors review the available data with a view to drawing some tentative conclusions about the extent to which Canada has already been informally dollarized. The evidence suggests that many of the concerns that have been expressed about the imminent demise of the Canadian dollar have been misplaced. The Canadian dollar continues to be used as the principal unit of account, medium of exchange, and store of value within our borders. Moreover, there is no indication that dollarization is likely to take hold in the foreseeable future. Indeed, in many respects, the Canadian economy is less dollarized now than it was 20 years ago. Content Type(s): Publications, Bank of Canada Review articles
Household Risk Assessment Model Technical report No. 106 Brian Peterson, Tom Roberts Household debt can be an important source of vulnerability to the financial system. This technical report describes the Household Risk Assessment Model (HRAM) that has been developed at the Bank of Canada to stress test household balance sheets at the individual level. Content Type(s): Staff research, Technical reports JEL Code(s): C, C0, C6, C63, C65, D, D0, D1, D14 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Monetary policy, Real economy and forecasting
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 JEL Code(s): C, C1, C14, D, D1, D11, D12, D6, D8, D83, L, L4, L40 Research Theme(s): Financial markets and funds management, Market structure, Models and tools, Econometric, statistical and computational methods
The Welfare Cost of Inflation Revisited: The Role of Financial Innovation and Household Heterogeneity Staff working paper 2018-40 Shutao Cao, Césaire Meh, José-Víctor Ríos-Rull, Yaz Terajima We document that, across households, the money consumption ratio increases with age and decreases with consumption, and that there has been a large increase in the money consumption ratio during the recent era of very low interest rates. We construct an overlapping generations (OLG) model of money holdings for transaction purposes subject to age (older households use more money), cohort (younger generations are exposed to better transaction technology), and time effects (nominal interest rates affect money holdings). Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E21, E4, E41 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Real economy and forecasting