Volatility Risk and Economic Welfare Staff Working Paper 2017-20 Shaofeng Xu This paper examines the effects of time-varying volatility on welfare. I construct a tractable endogenous growth model with recursive preferences, stochastic volatility, and capital adjustment costs. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models JEL Code(s): E, E2, E3
High-Frequency Cross-Sectional Identification of Military News Shocks Staff Working Paper 2025-27 Francesco Amodeo, Edoardo Briganti We identify and quantify fiscal news shocks, compiling events (2001–2023) that altered the expected path of U.S. defense expenditure. For each event, we estimate market-implied shifts in expected spending. A shift-share analysis yields a two-year, metropolitan statistical area–level GDP multiplier of approximately 1 for U.S. military build-ups. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods, Fiscal policy JEL Code(s): E, E2, E20, E3, E30, E32, E6, E60, E62, E65
June 11, 2015 Assessing Vulnerabilities in the Canadian Financial System Financial System Review - June 2015 Ian Christensen, Gitanjali Kumar, Césaire Meh, Lorie Zorn The authors present the four common cyclical vulnerabilities that appear in financial systems, providing examples of qualitative and quantitative indicators used to monitor these vulnerabilities across different sectors. They also discuss other inputs to the vulnerability assessment and to the internal process used at the Bank of Canada for identifying, evaluating and communicating vulnerabilities and risks, and highlight some of the key challenges in assessing financial system vulnerabilities and risks. Content Type(s): Publications, Financial System Review articles Research Topic(s): Financial stability JEL Code(s): G, G0, G01, G1, G10, G2, G20
Anchored Inflation Expectations: What Recent Data Reveal Staff Working Paper 2025-5 Olena Kostyshyna, Isabelle Salle, Hung Truong We analyze micro-level data from the Canadian Survey of Consumer Expectations through the lens of a heterogeneous-expectations model to study how inflation expectations form over the business cycle. We provide new insights into how households form expectations, documenting that forecasting behaviours, attention and noise in beliefs vary across socio-demographic groups and correlate with views about monetary policy. Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices JEL Code(s): D, D8, D84, E, E3, E31, E7, E70
Starting from a Blank Page? Semantic Similarity in Central Bank Communication and Market Volatility Staff Working Paper 2016-37 Michael Ehrmann, Jonathan Talmi Press releases announcing and explaining monetary policy decisions play a critical role in the communication strategy of central banks. Because of their market-moving potential, it is particularly important how they are drafted. Often, central banks start from the previous statement and update the earlier text with only small changes. Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Financial markets, Interest rates JEL Code(s): E, E4, E43, E5, E52, E58
Central Bank Communication or the Media’s Interpretation: What Moves Markets? Staff Working Paper 2012-9 Scott Hendry The goal of this paper is to investigate what type of information from Bank of Canada communication statements or the market commentary based on these statements has a significant effect on the volatility or level of returns in a short-term interest rate market. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Financial markets JEL Code(s): E, E5, E58, G, G1, G14
December 10, 2013 Assessing the Systemic Importance of Financial Institutions Financial System Review - December 2013 Éric Chouinard, Erik Ens Content Type(s): Publications, Financial System Review articles
Housing Price Network Effects from Public Transit Investment: Evidence from Vancouver Staff Working Paper 2018-18 Alex Chernoff, Andrea Craig In this paper, we estimate the effect on housing prices of the expansion of the Vancouver SkyTrain rapid transit network during the period 2001–11. We extend the canonical residential sorting equilibrium framework to include commuting time in the household utility function. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Economic models, Housing JEL Code(s): H, H4, H41, R, R2, R21, R4, R41
A Tractable Monetary Model Under General Preferences Staff Working Paper 2013-7 Tsz-Nga Wong Consider the monetary model of Lagos and Wright (JPE 2005) but with general preferences and general production. I show that preferences satisfying UXXUHH – (UXH)2 = 0 is a sufficient condition for the existence and uniqueness of monetary equilibrium with degenerate money distribution. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models JEL Code(s): D, D8, D83, E, E4, E40
Firm-Specific Shocks and Aggregate Fluctuations Staff Working Paper 2016-51 Leonid Karasik, Danny Leung, Ben Tomlin In order to understand what drives aggregate fluctuations, many macroeconomic models point to aggregate shocks and discount the contribution of firm-specific shocks. Recent research from other developed countries, however, has found that aggregate fluctuations are in part driven by idiosyncratic shocks to large firms. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Firm dynamics, Market structure and pricing JEL Code(s): E, E2, E22, E23, E24, E3, L, L6