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 Research Topic(s): Econometric and statistical methods, International topics, Labour markets JEL Code(s): C, C3, C38, C5, C55, E, E2, E24, E27
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
February 1, 2012 Managing Operational Risk in Clearing and Settlement Systems Financial System Review - June 2003 Kim McPhail Content Type(s): Publications, Financial System Review articles
Policy Rules for Capital Controls Staff Working Paper 2017-42 Gurnain Pasricha This paper attempts to borrow the tradition of estimating policy reaction functions in monetary policy literature and apply it to capital controls policy literature. Using a novel weekly dataset on capital controls policy actions in 21 emerging economies over the period 1 January 2001 to 31 December 2015, I examine the mercantilist and macroprudential motivations for capital control policies. Content Type(s): Staff research, Staff working papers Research Topic(s): Exchange rate regimes, Financial stability, Financial system regulation and policies, International topics JEL Code(s): F, F3, F4, F5, G, G0, G1
Entrepreneurship, Inequality, and Taxation Staff Working Paper 2002-14 Césaire Meh This paper confirms the conjecture that the evaluation of tax policy leads to very different conclusions once the role of entrepreneurs is considered. Contrary to previous literature, the author finds that switching from a progressive to a proportional income tax system has a negligible effect on wealth inequality in the United States. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Fiscal policy JEL Code(s): D, D3, D31, E, E6, E62, H, H2, H20, H23
Bank Lending, Credit Shocks, and the Transmission of Canadian Monetary Policy Staff Working Paper 2003-9 Joseph Atta-Mensah, Ali Dib The authors use a dynamic general-equilibrium model to study the role financial frictions play as a transmission mechanism of Canadian monetary policy, and to evaluate the real effects of exogenous credit shocks. Financial frictions, which are modelled as spreads between deposit and loan interest rates, are assumed to depend on economic activity as well as on credit shocks. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Monetary policy framework, Monetary policy transmission JEL Code(s): E, E3, E32, E4, E5, E51
June 9, 2010 Crude Oil Futures: A Crystal Ball? Bank of Canada Review - Spring 2010 Ron Alquist, Elif Arbatli Based on recent research, this article discusses three ways that oil-futures prices can improve our understanding of current conditions and future prospects in the global market for crude oil. First, the response of the oil-futures curve can be used to identify the persistence of oil-price shocks and to obtain an indicator of the rate at which they will diminish. Second, the spread between the current futures price and the spot price of oil can be interpreted as an indicator of the precautionary demand for oil. Third, because oil-futures prices are volatile, forecasts of the future spot price of oil using futures prices should be supplemented with other information to improve their accuracy. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Econometric and statistical methods, Market structure and pricing
On the Tail Risk Premium in the Oil Market Staff Working Paper 2017-46 Reinhard Ellwanger This paper shows that changes in market participants’ fear of rare events implied by crude oil options contribute to oil price volatility and oil return predictability. Using 25 years of historical data, we document economically large tail risk premia that vary substantially over time and significantly forecast crude oil futures and spot returns. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Econometric and statistical methods, Financial markets JEL Code(s): C, C5, C53, C58, D, D8, D84, E, E4, E44, G, G1, G12, G13, Q, Q4, Q43
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
Unsecured Debt, Consumer Bankruptcy, and Small Business Staff Working Paper 2008-5 Césaire Meh, Yaz Terajima In this paper we develop a quantitative model of entrepreneurial activity (risk-taking) and consumer bankruptcy choices and use the model to study the effects of bankruptcy regulations on entrepreneurial activity, bankruptcy rate and welfare. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Financial stability, Financial system regulation and policies JEL Code(s): D, D3, D31, E, E2, E21, J, J2, J23