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
Forecasting Inflation with the M1-VECM: Part Two Staff Working Paper 1998-6 Walter Engert, Scott Hendry A central bank's main concern is the general direction of future inflation, and not transitory fluctuations of the inflation rate. As a result, this paper is concerned with forecasting a simple measure of the trend of inflation, the eight-quarter CPI-inflation rate. The primary objective is to improve the M1-based vector-error-correction model (VECM) developed by Hendry […] Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Inflation and prices, Monetary aggregates JEL Code(s): C, C3, C5, E, E3, E4, E5
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
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
August 25, 2009 The Canadian Economy Beyond the Recession Remarks Timothy Lane Canadian Association for Business Economics Kingston, Ontario The theme of the conference, "managing the recovery," is particularly timely: As we move past the gravest dangers of the financial crisis toward better days, attention has turned to the policy challenges posed by the recovery. Content Type(s): Press, Speeches and appearances, Remarks
May 22, 2004 Exchange Rate Pass-Through in Industrialized Countries Bank of Canada Review - Spring 2004 Jeannine Bailliu, Hafedh Bouakez Economists' long-standing interest in the degree to which exchange rate movements are reflected in prices was rekindled in the 1970s by a combination of rising inflation and the adoption of more flexible exchange rate regimes in many industrialized countries. Specifically, there were concerns that a large currency depreciation could degenerate into an inflationary spiral. Such fears were curtailed in the 1980s and early 1990s as industrialized countries began to reduce and stabilize their inflation rates. The low-inflation period most industrialized countries entered approximately a decade ago coincided with significant exchange rate depreciations that had much smaller effects on consumer prices than expected. This led to a belief that the extent to which exchange rate movements are passed through to consumer prices has declined. In this article, the authors examine why pass-through could be incomplete and review empirical estimates to determine whether pass-through has indeed declined, suggesting possible reasons for this decline and discussing the implications for monetary policy. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Exchange rates, Inflation and prices, Monetary policy framework
January 23, 2007 Bank of Canada Review - Winter 2006-2007 Cover page French Provincial Issues in Canada The coins pictured on the cover are part of the National Currency Collection, Bank of Canada. Photography by Gord Carter, Ottawa. Content Type(s): Publications, Bank of Canada Review
Labour Market Adjustments to Exchange Rate Fluctuations: Evidence from Canadian Manufacturing Industries Staff Working Paper 2005-14 Danny Leung, Terence Yuen The authors provide some of the first empirical evidence on labour market adjustments to exchange rate movements in Canadian manufacturing industries. Content Type(s): Staff research, Staff working papers Research Topic(s): Exchange rates, Labour markets JEL Code(s): E, E2, E23, F, F4
Supply Drivers of US Inflation Since the COVID-19 Pandemic Staff Working Paper 2023-19 Serdar Kabaca, Kerem Tuzcuoglu This paper examines the contribution of several supply factors to US headline inflation since the start of the COVID-19 pandemic. We identify six supply shocks using a structural VAR model: labor supply, labor productivity, global supply chain, oil price, price mark-up and wage mark-up shocks. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods, Inflation and prices JEL Code(s): C, C3, C32, E, E3, E31, E32
Inflation Dynamics and the New Keynesian Phillips Curve: An Identification-Robust Econometric Analysis Staff Working Paper 2005-27 Jean-Marie Dufour, Lynda Khalaf, Maral Kichian The authors use identification-robust methods to assess the empirical adequacy of a New Keynesian Phillips curve (NKPC) equation. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Inflation and prices JEL Code(s): C, C1, C13, C5, C52, E, E3, E31