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
The 1975–78 Anti-Inflation Program in Retrospect Staff Working Paper 2005-43 John Sargent The author provides an overview of the 1975–78 Anti-Inflation Program (AIP), in a background document prepared for a seminar organized by the Bank of Canada to mark the AIP's 30th anniversary. Content Type(s): Staff research, Staff working papers Research Topic(s): Credibility, Fiscal policy, Inflation and prices, Inflation targets, Monetary policy framework, Monetary policy implementation JEL Code(s): E, E3, E31, E5, E52, E6, E63, E64, E65
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
Fintech: Is This Time Different? A Framework for Assessing Risks and Opportunities for Central Banks Staff Discussion Paper 2017-10 Meyer Aaron, Francisco Rivadeneyra, Samantha Sohal We investigate the risks and opportunities to the mandates of central banks arising from fintech developments. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Central bank research, Digital currencies and fintech, Financial institutions, Payment clearing and settlement systems JEL Code(s): E, E4, E42, G, G1, G2, L, L1
Institutional Quality, Trade, and the Changing Distribution of World Income Staff Working Paper 2006-19 Brigitte Desroches, Michael Francis Conventional wisdom holds that institutional changes and trade liberalization are two main sources of growth in per capita income around the world. Content Type(s): Staff research, Staff working papers Research Topic(s): Development economics, International topics JEL Code(s): F, F1, F11, F15, O, O1, O11, P, P4, P48
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
Are Bygones not Bygones? Modeling Price Level Targeting with an Escape Clause and Lessons from the Gold Standard Staff Working Paper 2008-27 Paul Masson, Malik Shukayev Like the gold standard, price level targeting (PT) involves not letting past deviations of inflation be bygones; both regimes return the price level (or price of gold) to its target. The experience of suspension of the gold standard in World War I, resumption in the 1920s (for some countries at a different parity), and final abandonment is reviewed. Content Type(s): Staff research, Staff working papers Research Topic(s): Credibility, Monetary policy framework JEL Code(s): E, E3, E31, E5, E52
The Case of Serial Disappointment Staff Analytical Note 2016-10 Justin-Damien Guénette, Nicholas Labelle, Martin Leduc, Lori Rennison Similar to those of other forecasters, the Bank of Canada’s forecasts of global GDP growth have shown persistent negative errors over the past five years. This is in contrast to the pre-crisis period, when errors were consistently positive as global GDP surprised to the upside. All major regions have contributed to the forecast errors observed since 2011, although the United States has been the most persistent source of notable errors. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Business fluctuations and cycles, Domestic demand and components, Economic models, International topics, Monetary policy and uncertainty, Potential output JEL Code(s): E, E2, E27, E6, E66, F, F0, F01
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
Assessing the effects of higher immigration on the Canadian economy and inflation Staff Analytical Note 2023-17 Julien Champagne, Erik Ens, Xing Guo, Olena Kostyshyna, Alexander Lam, Corinne Luu, Sarah Miller, Patrick Sabourin, Joshua Slive, Temel Taskin, Jaime Trujillo, Shu Lin Wee We assess the complex macroeconomic implications of Canada’s recent population increases. We find that newcomers significantly boost the non-inflationary, potential growth of the economy, but existing imbalances in the housing sector may be exacerbated. Greater housing supply is needed to complement the long-term economic benefits of population growth. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Domestic demand and components, Housing, Inflation and prices, Labour markets, Potential output, Recent economic and financial developments JEL Code(s): A, A1, A10, E, E2, E20, E3, E31, J, J1, J11, J15