Firm dynamics

• 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