Can Media and Text Analytics Provide Insights into Labour Market Conditions in China? Staff working paper 2018-12 Jeannine Bailliu, Xinfen Han, Mark Kruger, Yu-Hsien Liu, Sri Thanabalasingam The official Chinese labour market indicators have been seen as problematic, given their small cyclical movement and their only-partial capture of the labour force. In our paper, we build a monthly Chinese labour market conditions index (LMCI) using text analytics applied to mainland Chinese-language newspapers over the period from 2003 to 2017. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C3, C38, C5, C55, E, E2, E24, E27 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply
Monetary Policy Under Uncertainty: Practice Versus Theory Staff discussion paper 2017-13 Rhys R. Mendes, Stephen Murchison, Carolyn A. Wilkins For central banks, conducting policy in an environment of uncertainty is a daily fact of life. This uncertainty can take many forms, ranging from incomplete knowledge of the correct economic model and data to future economic and geopolitical events whose precise magnitudes and effects cannot be known with certainty. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E5, E52, E58, E6, E61, E65 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission, Monetary policy tools and implementation
Assessing the Impact of Demographic Composition on Productivity Staff discussion paper 2025-3 Justin-Damien Guénette, Lin Shao We examine how demographic factors influence potential output, focusing on how the age distribution of the working-age population and the old-age dependency ratio affect aggregate productivity. Following Feyrer (2007), we emphasize that the contribution to aggregate productivity varies by age group, with middle-aged individuals (aged 40 to 49) being the most productive. Content Type(s): Staff research, Staff discussion papers JEL Code(s): J, J1, J11, O, O4, O47, O5, O51 Research Theme(s): Structural challenges, Demographics and labour supply, Digitalization and productivity
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 JEL Code(s): E, E2, E20, E22, E3, E32, G, G3, G31, G32 Research Theme(s): Financial system, Financial institutions and intermediation, Household and business credit, Models and tools, Economic models, Monetary policy, Real economy and forecasting
Bond Funds and Fixed-Income Market Liquidity: A Stress-Testing Approach Technical report No. 115 Rohan Arora, Guillaume Bédard-Pagé, Guillaume Ouellet Leblanc, Ryan Shotlander This report provides a detailed technical description of a stress test model for investment funds called Ceto. Content Type(s): Staff research, Technical reports JEL Code(s): G, G1, G12, G14, G2, G20, G23 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial institutions and intermediation, Financial stability and systemic risk
Monetary Policy and Government Debt Dynamics Without Commitment Staff working paper 2019-52 Dmitry Matveev I show that maturity considerations affect the optimal conduct of monetary and fiscal policy during a period of government debt reduction. I consider a New Keynesian model and study a dynamic game of monetary and fiscal policy authorities without commitment, characterizing the incentives that drive the choice of interest rate. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E5, E52, E6, E62, E63 Research Theme(s): Financial markets and funds management, Funds management, Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission, Monetary policy tools and implementation
Beyond the averages: Measuring underlying wage growth using Labour Force Survey microdata Staff analytical note 2024-23 Fares Bounajm, Tessa Devakos, Gabriela Galassi When it comes to understanding the influence of labour costs on inflation, average wage growth is a misleading indicator because it is affected by composition effects. We propose an alternative measure that corrects for these effects by using microdata from the Labour Force Survey. Our new measure has many desirable properties, including reduced volatility and a better relationship with labour market fundamentals. Content Type(s): Staff research, Staff analytical notes JEL Code(s): C, C3, C31, J, J2, J21, J3, J30, J31, J8, J82 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Real economy and forecasting, Structural challenges, Demographics and labour supply
May 13, 2004 Business Outlook Survey - Spring 2004 Businesses’ expectations for the pace of economic activity over the next 12 months remain positive, although somewhat less so than in the winter survey.Supplemental questions on the appreciation of the Canadian dollar - April 2004Supplemental questions on the appreciation of the Canadian dollar - February 2004 Content Type(s): Publications, Business Outlook Survey
February 1, 2012 Excess Collateral in the LVTS: How Much Is Too Much? Financial System Review - December 2003 Kim McPhail, Anastasia Vakos Content Type(s): Publications, Financial System Review articles
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 JEL Code(s): E, E4, E43, E5, E52, E58 Research Theme(s): Financial markets and funds management, Market functioning, Monetary policy, Monetary policy framework and transmission