Turning Words into Numbers: Measuring News Media Coverage of Shortages Staff Discussion Paper 2023-8 Lin Chen, Stéphanie Houle We develop high-frequency, news-based indicators using natural language processing methods to analyze news media texts. Our indicators track both supply (raw, intermediate and final goods) and labour shortages over time. They also provide weekly time-varying topic narratives about various types of shortages. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Coronavirus disease (COVID-19), Econometric and statistical methods, Monetary policy and uncertainty, Recent economic and financial developments JEL Code(s): C, C5, C55, C8, C82, E, E3, E37
Price Level Targeting: What Is the Right Price? Staff Working Paper 2010-8 Malik Shukayev, Alexander Ueberfeldt Various papers have suggested that Price-Level targeting is a welfare improving policy relative to Inflation targeting. From a practical standpoint, this raises an important yet unanswered question: What is the optimal price index to target? Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy framework JEL Code(s): E, E3, E32, E5, E52
August 19, 2010 Monetary Policy and the Zero Bound on Nominal Interest Rates Bank of Canada Review - Summer 2010 Robert Amano, Malik Shukayev The recent financial crisis and global economic slowdown have renewed interest in monetary policy options when the policy interest rate is at or near zero. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Inflation targets, Monetary policy framework
Domestic versus External Borrowing and Fiscal Policy in Emerging Markets Staff Working Paper 2007-33 Garima Vasishtha Domestic public debt issued by emerging markets has risen significantly relative to international debt in recent years. Some recent empirical evidence also suggests that sovereigns have defaulted differentially on debt held by domestic and external creditors. Content Type(s): Staff research, Staff working papers Research Topic(s): Debt management, International topics JEL Code(s): F, F3, F30, H, H2, H21, H6, H63
August 14, 1999 Passive Money, Active Money, and Monetary Policy Bank of Canada Review - Summer 1999 David Laidler This article by the Bank's visiting economist examines the role of money in the transmission of monetary policy. Professor Laidler argues against the view of money as a passive variable that reacts to changes in prices, output, and interest rates but has no direct causative effect on them. He maintains that the empirical evidence supports the view of money playing an active role in the transmission mechanism. While he agrees that individual monetary aggregates can be difficult to read because of instabilities in the demand-for-money function, he argues that monetary aggregates, particularly those relating to transactions money, should have a more significant place in the hierarchy of policy variables that the Bank considers when formulating monetary policy. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Monetary aggregates, Monetary policy transmission
'Lean' versus 'Rich' Data Sets: Forecasting during the Great Moderation and the Great Recession Staff Working Paper 2010-37 Marco J. Lombardi, Philipp Maier We evaluate forecasts for the euro area in data-rich and ‘data-lean' environments by comparing three different approaches: a simple PMI model based on Purchasing Managers' Indices (PMIs), a dynamic factor model with euro area data, and a dynamic factor model with data from the euro plus data from national economies (pseudo-real time data). Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, International topics JEL Code(s): C, C5, C50, C53, E, E3, E37, E4, E47
August 22, 2009 Some Considerations on Using Monetary Policy to Stabilize Economic Activity Remarks Mark Carney symposium sponsored by the Federal Reserve Bank of Kansas City Jackson Hole, Wyoming Walsh's paper highlights many useful lessons that can be learned from the conventional framework and its various extensions. However, the financial crisis provides a stark and costly reminder of just how incomplete the standard model is. Content Type(s): Press, Speeches and appearances, Remarks
Canadian City Housing Prices and Urban Market Segmentation Staff Working Paper 2006-49 Jason Allen, Robert Amano, David Byrne, Allan Gregory The authors provide a detailed empirical analysis of Canadian city housing prices. They examine the long-run relationship between city house prices in Canada from 1981 to 2005 as well as idiosyncratic relations between city prices and city-specific variables. Content Type(s): Staff research, Staff working papers Research Topic(s): Regional economic developments JEL Code(s): C, C2, C22, C3, C32, R, R2
Implementation of Monetary Policy in a Regime with Zero Reserve Requirements Staff Working Paper 1997-8 Kevin Clinton Monetary policy can be implemented effectively without reserve requirements as long as cost incentives ensure a predictable demand for settlement balances. A central bank can then achieve the level of short-term interest rates that it desires, using market-oriented instruments only. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy implementation JEL Code(s): E, E5, E52
Measurement of the Output Gap: A Discussion of Recent Research at the Bank of Canada Technical Report No. 79 Pierre St-Amant, Simon van Norden In this paper, we discuss some methodologies for estimating potential output and the output gap that have recently been studied at the Bank of Canada. The assumptions and econometric techniques used by the different methodologies are discussed in turn, and applications to Canadian data are presented. Content Type(s): Staff research, Technical reports Research Topic(s): Potential output JEL Code(s): D, D2, D24