House Prices, Consumption and the Role of Non-Mortgage Debt Staff Working Paper 2013-2 Katya Kartashova, Ben Tomlin This paper examines the relationship between house prices and consumption, through the use of debt. Using unique Canadian household-level data that reports the uses of debt, we begin by looking at the relationship between house prices and debt. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit and credit aggregates, Domestic demand and components JEL Code(s): D, D1, D10, D14, D3, D31, E, E2, E21
Educational Spillovers: Does One Size Fit All? Staff Working Paper 2005-10 Robert Baumann, Raphael Solomon In a search model of production, where agents accumulate heterogeneous amounts of human capital, an individual worker's wage depends on average human capital in the searching population. Content Type(s): Staff research, Staff working papers Research Topic(s): Labour markets JEL Code(s): I, I2, I29, J, J2, J24, J3, J31
Modeling Fluctuations in the Global Demand for Commodities Staff Working Paper 2018-4 Lutz Kilian, Xiaoqing Zhou It is widely understood that the real price of globally traded commodities is determined by the forces of demand and supply. One of the main determinants of the real price of commodities is shifts in the demand for commodities associated with unexpected fluctuations in global real economic activity. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, International topics JEL Code(s): F, F4, F44, Q, Q1, Q11, Q3, Q31, Q4, Q41, Q43
Buying Back Government Bonds: Mechanics and Other Considerations Staff Working Paper 1998-9 Toni Gravelle With the elimination of the federal deficit, the Bank of Canada, the Department of Finance, and financial market participants are examining ways to manage the reduction in the stock of marketable debt. This paper summarizes three different methods—reverse auction, over-the-counter purchases, and conversions—that could be used to buy back Government of Canada bonds before they […] Content Type(s): Staff research, Staff working papers Research Topic(s): Debt management, Financial markets JEL Code(s): G, G1
Home Equity Extraction and the Boom-Bust Cycle in Consumption and Residential Investment Staff Working Paper 2018-6 Xiaoqing Zhou The consumption boom-bust cycle in the 2000s coincided with large fluctuations in the volume of home equity borrowing. Contrary to conventional wisdom, I show that homeowners largely borrowed for residential investment and not consumption. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit and credit aggregates, Economic models, Housing JEL Code(s): D, D1, E, E2, E3
Reassessing Trade Barriers with Global Value Chains Staff Working Paper 2019-19 Yuko Imura This paper provides a systematic, quantitative analysis of the short-run and long-run effects of various trade-restricting policies in the presence of global value chains and multinational production. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Firm dynamics, International topics, Trade integration JEL Code(s): F, F1, F12, F13, F4, F41
Machine learning for economics research: when, what and how Staff Analytical Note 2023-16 Ajit Desai This article reviews selected papers that use machine learning for economics research and policy analysis. Our review highlights when machine learning is used in economics, the commonly preferred models and how those models are used. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Central bank research, Econometric and statistical methods, Economic models JEL Code(s): A, A1, A10, B, B2, B23, C, C4, C45, C5, C55
Changes in Payment Timing in Canada’s Large Value Transfer System Staff Working Paper 2015-20 Nellie Zhang This paper uncovers trends in payment timing in Canada’s Large Value Transfer System (LVTS) from 2003 to 2011. Descriptive analysis shows that LVTS payment activity has not been peaking in the late afternoon since 2008, and the improvement was most significant in 2009. Content Type(s): Staff working papers Research Topic(s): Payment clearing and settlement systems JEL Code(s): E, E5, E50, G, G2, G20
Firm Inattention and the Efficacy of Monetary Policy: A Text-Based Approach Staff Working Paper 2022-3 Wenting Song, Samuel Stern How much attention do firms pay to macroeconomic news? Through a novel text-based measure, two facts emerge. First, attention is polarized. Most firms either never or always pay attention to economic conditions. Second, it is countercyclical. During recessions, more firms pay attention, and firms pay greater attention to macroeconomic news. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Inflation and prices, Monetary policy JEL Code(s): D, D8, D83, E, E4, E44, E5, E52
August 16, 2012 An Analysis of Indicators of Balance-Sheet Risks at Canadian Financial Institutions Bank of Canada Review - Summer 2012 David Xiao Chen, H. Evren Damar, Hani Soubra, Yaz Terajima This article examines four indicators of balance-sheet risks—leverage, capital, asset liquidity and funding—among different types of financial institutions in Canada over the past three decades. It also discusses relevant developments in the banking sector that could have contributed to the observed dynamics. The authors find that the various risk indicators decreased during the period for most of the non-Big Six financial institutions, but remained relatively unchanged for the Big Six banks. In addition, the balance-sheet risk indicators became more heterogeneous across financial institutions. The observed overall decline and increased heterogeneity follow certain regulatory changes, such as the introduction of the liquidity guidelines on funding in 1995 and the implementation of bank-specific leverage requirements in 2000. Given that these regulations required more balance-sheet risk management, they have likely contributed to the increased resilience of the banking sector. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Financial institutions, Financial stability, Financial system regulation and policies JEL Code(s): G, G2, G21, G28