Statistical Confidence Intervals for the Bank of Canada's Business Outlook Survey Staff Discussion Paper 2010-7 Daniel de Munnik While a number of central banks publish their own business conditions indicators that rely on non-random sampling, knowledge about their statistical accuracy has been limited. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Business fluctuations and cycles, Central bank research, Regional economic developments JEL Code(s): C, C4, C46, C8, C81
Measures of Aggregate Credit Conditions and Their Potential Use by Central Banks Staff Discussion Paper 2009-12 Alejandro García, Andrei Prokopiw Understanding the nature of credit risk has important implications for financial stability. Since authorities – notably, central banks – focus on risks that have systemic implications, it is crucial to develop ways to measure these risks. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Credit and credit aggregates, Financial markets, Financial stability JEL Code(s): G, G1, G10, G12, G13
Global Demand and Supply Sentiment: Evidence from Earnings Calls Staff Working Paper 2023-37 Temel Taskin, Franz Ulrich Ruch This paper quantifies global demand, supply and uncertainty shocks and compares two major global recessions: the 2008–09 Great Recession and the COVID-19 pandemic. We use two alternate approaches to decompose economic shocks: text mining techniques on earnings calls transcripts and a structural Bayesian vector autoregression model. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Coronavirus disease (COVID-19), Econometric and statistical methods, Inflation and prices, International topics JEL Code(s): C, C1, C11, C3, C32, E, E3, E32, G, G1, G10
The Welfare Effects of Protection: A General Equilibrium Analysis of Canada’s National Policy Staff Working Paper 2017-18 Patrick Alexander, Ian Keay In this paper, we study the impact of Canada’s adoption of protectionist trade policy in 1879 on Canadian welfare. Under the National Policy the Canadian average weighted tariff increased from 14% to 21%. The conventional view is that this was a distortionary policy that negatively affected Canadian welfare. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, International topics, Trade integration JEL Code(s): F, F1, F13, F14, F4, F42, F6, F60, N, N7, N71
Making It Real: Bringing Research Models into Central Bank Projections Staff Discussion Paper 2023-29 Marc-André Gosselin, Sharon Kozicki Macroeconomic projections and risk analyses play an important role in guiding monetary policy decisions. Models are integral to this process. This paper discusses how the Bank of Canada brings research models and lessons learned from those models into the central bank projection environment. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Economic models, Monetary policy JEL Code(s): C, C3, C32, C5, C51, E, E3, E37, E4, E47, E5, E52
The Cost of Equity in Canada: An International Comparison Staff Working Paper 2008-21 Jonathan Witmer This paper calculates an implied cost of equity for 19 developed countries from 1991 to 2006. During this period, there has been a decline in the cost of equity of about 10-15 bps per year, which can be partially attributed to declining government yields and declining inflation. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, International topics JEL Code(s): G, G3, G30, G38
The Role of Corporate Saving over the Business Cycle: Shock Absorber or Amplifier? Staff Working Paper 2018-59 Xiaodan Gao, Shaofeng Xu We document countercyclical corporate saving behavior with the degree of countercyclicality varying nonmonotonically with firm size. We then develop a dynamic stochastic general equilibrium model with heterogeneous firms to explain the pattern and study its implications for business cycles. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models JEL Code(s): E, E2, E20, E22, E3, E32, G, G3, G31, G32
Is There a Quality Bias in the Canadian CPI? Evidence from Micro Data Staff Working Paper 2013-24 Oleksiy Kryvtsov Rising consumer prices may reflect shifts by consumers to new higher-priced products, mostly for durable and semi-durable goods. I apply Bils’ (2009) methodology to newly available Canadian consumer price data for non-shelter goods and services to estimate how price increases can be divided between quality growth and price inflation. Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices, Potential output JEL Code(s): E, E3, E31, M, M1, M11, O, O4, O47
Price Discovery in Canadian and U.S. 10-Year Government Bond Markets Staff Working Paper 2007-43 Bryan Campbell, Scott Hendry This paper presents some new results on the price discovery process in both the Canadian and U.S. 10-year Government bond markets using high-frequency data not previously analyzed. Using techniques introduced by Hasbrouck (1995) and Gonzalo-Granger (1995), we look at the relative information content of cash and futures prices in the market for Canadian Government bonds using futures market data from the Montreal Exchange and OTC cash market data reflecting the inter-dealer market covered by CanPx. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Market structure and pricing JEL Code(s): G, G1, G12, G13, G14
The Optimum Quantity of Central Bank Reserves Staff Working Paper 2025-15 Jonathan Witmer This paper analyzes the optimal quantity of central bank reserves in an economy where reserves and other financial assets provide liquidity benefits. Using a static model, I derive a constrained Friedman rule that characterizes the socially optimal level of reserves, demonstrating that this quantity is neither necessarily large nor small but depends on the marginal benefits of reserves relative to alternative safe assets. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial markets, Financial system regulation and policies, Monetary policy implementation JEL Code(s): E, E4, E41, E42, E5, E58, G, G2, G21, G28