Pulse check: Measuring underlying inflation and its drivers Staff analytical note 2025-29 Luis Uzeda This note presents PULSE, a new measure of underlying inflation in Canada based on a dynamic factor model estimated on disaggregated inflation data. PULSE captures the persistent component of inflation and decomposes it into broad-based and sector-specific inflationary pressures. Content Type(s): Staff research, Staff analytical notes JEL Code(s): C, C5, C55, E, E3, E31, E5, E52 Research Theme(s): Financial system, Financial system regulation and oversight, Models and tools, Econometric, statistical and computational methods, Monetary policy, Inflation dynamics and pressures
The Propagation of Regional Shocks in Housing Markets: Evidence from Oil Price Shocks in Canada Staff working paper 2018-56 Lutz Kilian, Xiaoqing Zhou How do global oil price shocks spread through Canada’s economy? With Canada’s regionally diverse economy in mind, we explore the implications of oil price shocks for Canadian housing markets and regional economies. We show that the belief that oil price shocks only matter in oil-rich regions is false. Content Type(s): Staff research, Staff working papers JEL Code(s): F, F4, F43, Q, Q3, Q33, Q4, Q43, R, R1, R12, R3, R31 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
Understanding DeFi Through the Lens of a Production-Network Model Staff working paper 2023-42 Jonathan Chiu, Thorsten Koeppl, Hanna Yu, Shengxing Zhang We develop a production-network model to capture how decentralized finance (DeFi) has evolved across different sectors of financial services. The model allows us to measure the value added by different DeFi sectors and to study how the connections across the sectors influence token prices. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G2 Research Theme(s): Models and tools, Economic models, Money and payments, Digital assets and fintech
November 19, 2015 Is Slower Growth the New Normal in Advanced Economies? Bank of Canada Review - Autumn 2015 Abeer Reza, Subrata Sarker This article reviews and examines some of the main explanations for the slow growth that many advanced economies continue to experience seven years after the 2007–09 global financial crisis. Does this muted recovery reflect just a prolonged cycle in the aftermath of a financial crisis? Is it due to a structural inadequacy of demand leading to a long-lasting liquidity trap? Or is it largely supply side in nature, reflecting demographic and technological factors? Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): F, F0, F01, F4, F43, O, O4, O40
Online Privacy and Information Disclosure by Consumers Staff working paper 2019-22 Shota Ichihashi A consumer discloses information to a multi-product seller, which learns about the consumer’s preferences, sets prices, and makes product recommendations. While the consumer benefits from accurate product recommendations, the seller may use the information to price discriminate. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D8, D82, D83 Research Theme(s): Financial markets and funds management, Market functioning, Models and tools, Economic models, Structural challenges, Digitalization and productivity
April 22, 2005 Borders, Common Currencies, Trade, and Welfare: What Can We Learn from the Evidence? Bank of Canada Review - Spring 2005 John F. Helliwell, Lawrence L. Schembri Recent evidence indicates that the intensity of economic exchange within and across borders is significantly different: linkages are much tighter within, than among, nation-states. These findings, however, do not necessarily imply that borders and separate national currencies represent significant barriers to trade that should be removed, since the evidence is also consistent with the alternative hypothesis, that domestic exchange is more efficient because domestic producers are better able to satisfy the requirements of local consumers, owing to common tastes and institutions and the existence of local information and social networks. Focusing primarily on trade linkages within and between Canada and the United States, the authors review the evidence on the extent to which national borders lessen the intensity of international economic linkages, primarily trade in goods and services, and the effects on domestic welfare. They also examine the evidence on the impact of common currencies on trade and welfare. They determine that, since the empirical models employed to date in this research cannot distinguish between alternative explanations of the evidence, it is not yet possible to draw firm conclusions for policy-making. Content Type(s): Publications, Bank of Canada Review articles
December 10, 2013 Margining for Non-Centrally Cleared Over-the-Counter Derivatives Financial System Review - December 2013 Nikil Chande, Stéphane Lavoie, Thomas Thorn Content Type(s): Publications, Financial System Review articles
A Tale of Two Countries: Cash Demand in Canada and Sweden Staff discussion paper 2019-7 Walter Engert, Ben Fung, Björn Segendorf Cash use for payments has been steadily decreasing in many countries, including Canada and Sweden. This might suggest an evolution toward a cashless society. But in Canada, cash in circulation relative to GDP has been stable for decades and has even increased in recent years. By contrast, the cash-to-GDP ratio in Sweden has been falling steadily. What has caused this difference? Are there lessons to be learned from comparing the Canadian and Swedish experiences? Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E4, E41, E42, E5 Research Theme(s): Money and payments, Cash and bank notes, Payment and financial market infrastructures, Retail payments
The Dynamic Canadian Debt Strategy Model Technical report No. 127 Nicolas Audet, Joe Ning, Adam Epp, Jeffrey Gao We present a dynamic debt strategy model framework designed to assist sovereign debt portfolio managers in choosing an optimal debt issuance strategy. The main innovation of this framework is the introduction of dynamic issuance strategies, which allow issuance decisions to vary over time based on the model’s simulated state variables. Content Type(s): Staff research, Technical reports JEL Code(s): C, C6, C61, G, G1, G11, G17, H, H6, H63, H68 Research Theme(s): Financial markets and funds management, Funds management, Models and tools, Econometric, statistical and computational methods
August 17, 2001 The Changing Effects of Energy-Price Shocks on Economic Activity and Inflation Bank of Canada Review - Summer 2001 Gerald Stuber In this article the author examines the effects that major changes in energy prices in recent years have had on inflation and on the pace of economic expansion. These are then compared with the effects of the oil-price shocks that occurred in the 1970s and early 1980s. Changes in the intensity of energy use are examined, as well as developments in Canada's merchandise trade surplus in energy commodities and products. The author also considers the effects that a monetary policy anchored to low and stable inflation could have on price-setting behaviour and thus on the pass-through of higher energy costs to core inflation in Canada and in other industrial countries. Content Type(s): Publications, Bank of Canada Review articles