Firm dynamics

• Firms’ inflation expectations and price-setting behaviour in Canada: Evidence from a business survey

  Staff Analytical Note 2023-3 Ramisha Asghar, James Fudurich, Jane Voll

  Canadian firms’ expectations for high inflation may be influencing their price setting, supporting strong price growth and delays in the transmission of monetary policy. Using data from the Business Outlook Survey, we investigate the reasons behind widespread price growth seen in Canada in 2021 and early 2022.

  Content Type(s): Staff research, Staff analytical notes Topic(s): Firm dynamics, Inflation and prices, Monetary policy transmission, Recent economic and financial developments JEL Code(s): D, D2, D22, E, E3, E31

• Exporting and Investment Under Credit Constraints

  Staff Working Paper 2023-10 Kim Huynh, Robert Petrunia, Joel Rodrigue, Walter Steingress

  We examine the relationship between firms’ performance and credit constraints affecting export market entry. Using administrative Canadian firm-level data, our findings show that new exporters (a) increase their productivity, (b) raise their leverage ratio and (c) increase investment. We estimate that 48 percent of Canadian manufacturers face binding credit constraints when deciding whether to enter export markets.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Firm dynamics, International topics, Productivity JEL Code(s): F, F1, F10, F14, F3, F36, G, G2, G20, G28, G3, G32

• Financial Constraints and Corporate Investment in China

  Staff Discussion Paper 2022-22 Kun Mo, Michel Soudan

  Financial constraints deter firms from pursuing optimal investment plans. In China, we find privately owned firms face greater financial constraints than state-owned enterprises (SOEs). This can be explained by our finding that lenders appear less concerned about the credit risk of SOEs, which causes distortions in the allocation of credit.

  Content Type(s): Staff research, Staff discussion papers Topic(s): Financial markets, Firm dynamics JEL Code(s): E, E2, E22, G, G1, G3

• CANVAS: A Canadian Behavioral Agent-Based Model

  Staff Working Paper 2022-51 Cars Hommes, Mario He, Sebastian Poledna, Melissa Siqueira, Yang Zhang

  The Bank of Canada’s current suite of models faces challenges in addressing network effects that integrate household and firm-level heterogeneity and their behaviours. We develop CANVAS, a Canadian behavioural agent-based model to contribute to the Bank’s next-generation modelling effort. CANVAS improves forecasting performance and expands capacity for model-based scenario analysis.

  Content Type(s): Staff research, Staff working papers Topic(s): Central bank research, Econometric and statistical methods, Economic models, Firm dynamics, Inflation and prices JEL Code(s): C, D, D2, D22, D8, D83, E, E1, E17

• Monetary Policy, Credit Constraints and SME Employment

  Staff Working Paper 2022-49 Julien Champagne, Émilien Gouin-Bonenfant

  We revisit an old question: how do financial constraints affect the transmission of monetary policy to the real economy? To answer this question, we propose a simple empirical strategy that combines firm-level employment and balance sheet data, identified monetary policy shocks and survey data on financing activities.

  Content Type(s): Staff research, Staff working papers Topic(s): Credit and credit aggregates, Econometric and statistical methods, Firm dynamics, Labour markets, Monetary policy JEL Code(s): E, E2, E3, E4, E43, E5, E52, G, G3

• Fiscal Policy in the Age of COVID-19: Does It “Get in All of the Cracks”?

  Staff Working Paper 2022-45 Pierre-Olivier Gourinchas, Şebnem Kalemli-Özcan, Veronika Penciakova, Nicholas Sander

  The COVID-19 pandemic has caused an atypical recession in which some sectors of the economy boomed and others collapsed. This required a unique fiscal policy reaction to both support firms and stimulate activity in sectors with slack. Was fiscal policy able to get where it was needed? Mostly, yes.

  Content Type(s): Staff research, Staff working papers Topic(s): Coronavirus disease (COVID-19), Firm dynamics, Fiscal policy, International topics JEL Code(s): D, D5, D57, E, E6, E62, F, F4, F41
• February 9, 2022

  The role of Canadian business in fostering non-inflationary growth

  Remarks (delivered virtually) Tiff Macklem Canadian Chamber of Commerce Ottawa, Ontario

  Governor Tiff Macklem discusses how business investment and stronger productivity are vital to sustaining non-inflationary economic growth.

  Content Type(s): Press, Speeches and appearances, Remarks Topic(s): Coronavirus disease (COVID-19), Expectations, Firm dynamics, Inflation and prices, Labour markets, Monetary policy, Productivity, Recent economic and financial developments
• February 9, 2022

  Producing growth with less inflation

  Speech summary Tiff Macklem Canadian Chamber of Commerce Canada 360 Summit Ottawa, Ontario

  Governor Tiff Macklem discusses how—by investing in technology and people—businesses can help the economy grow more with less inflation.

  Content Type(s): Press, Speeches and appearances, Speech summaries Topic(s): Coronavirus disease (COVID-19), Expectations, Firm dynamics, Inflation and prices, Labour markets, Monetary policy, Productivity, Recent economic and financial developments

• Business Closures and (Re)Openings in Real Time Using Google Places

  Staff Working Paper 2022-1 Thibaut Duprey, Daniel E. Rigobon, Philip Schnattinger, Artur Kotlicki, Soheil Baharian, T. R. Hurd

  The COVID-19 pandemic highlighted the need for policy-makers to closely monitor disruptions to the retail and food business sectors. We present a new method to measure business opening and closing rates using real-time data from Google Places, the dataset behind the Google Maps service.

  Content Type(s): Staff research, Staff working papers Topic(s): Firm dynamics, Recent economic and financial developments JEL Code(s): C, C5, C55, C8, C81, D, D2, D22, E, E3, E32

• The COVID-19 Consumption Game-Changer: Evidence from a Large-Scale Multi-Country Survey

  Staff Working Paper 2021-57 Alexander Hodbod, Cars Hommes, Stefanie J. Huber, Isabelle Salle

  A multi-country consumer survey investigates why and how much households decreased their consumption in five key sectors after pandemic-related restrictions were lifted in Europe in July 2020. Beyond infection risk and precautionary saving motives, households also reported not missing some consumption items, which may indicate preference shifts and structural changes in the post-COVID-19 economy.

  Content Type(s): Staff research, Staff working papers Topic(s): Coronavirus disease (COVID-19), Domestic demand and components, Firm dynamics, Fiscal policy, Recent economic and financial developments JEL Code(s): D, D1, D12, D8, D81, D84, E, E2, E21, E6, E60, E7, E71