D22 - Firm Behavior: Empirical Analysis

• 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

• What Can Stockouts Tell Us About Inflation? Evidence from Online Micro Data

  Staff Working Paper 2021-52 Alberto Cavallo, Oleksiy Kryvtsov

  Did supply disruptions and cost pressures play a role in rising inflation in 2020 during the COVID-19 pandemic? Using data collected from websites of large retailers in multiple sectors and countries, we show that shortages may indicate transitory inflationary pressures.

  Content Type(s): Staff research, Staff working papers Topic(s): Coronavirus disease (COVID-19), Inflation and prices JEL Code(s): D, D2, D22, E, E3, E31, E37

• Small and smaller: How the economic outlook of small firms relates to size

  Staff Analytical Note 2021-14 Chris D'Souza, James Fudurich, Farrukh Suvankulov

  Firms with fewer than 100 workers employ about 65 percent of the total labour force in Canada. An online survey experiment was conducted with firms of this size in Canada in 2018–19. We compare the responses of small and micro firms to explore how their characteristics and economic outlooks relate to their size.

  Content Type(s): Staff research, Staff analytical notes Topic(s): Business fluctuations and cycles, Firm dynamics JEL Code(s): C, C8, C83, D, D2, D22, E, E3, E32

• Analyzing supply and demand for business loans using microdata from the Senior Loan Officer Survey

  Staff Analytical Note 2021-13 Dylan Hogg

  Both supply and demand factors help determine the level of business lending in the economy, but most data show only their combined effect on prices and quantities. Using the Bank of Canada’s Senior Loan Officer Survey microdata on financial institutions’ lending conditions and demand, we separate supply from demand effects.

  Content Type(s): Staff research, Staff analytical notes Topic(s): Credit and credit aggregates, Financial institutions, Financial stability JEL Code(s): D, D2, D22, G, G0, G01, G2

• Four Decades of Canadian Earnings Inequality and Dynamics Across Workers and Firms

  Staff Working Paper 2021-20 Audra Bowlus, Émilien Gouin-Bonenfant, Huju Liu, Lance Lochner, Youngmin Park

  We use four decades of Canadian matched employer-employee data to explore how inequality and the dynamics of individual earnings have evolved over time in Canada. We also examine how the earnings growth of individuals is related to the growth of their employers.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Firm dynamics, Labour markets, Potential output, Productivity JEL Code(s): D, D2, D22, D3, D31, E, E2, E24, J, J2, J24, J3, J31, J6, J63

• Adoption of Digital Technologies: Insights from a Global Survey Initiative

  Staff Discussion Paper 2021-7 James Fudurich, Lena Suchanek, Lise Pichette

  Firms are at the forefront of adopting new technology. Using survey data from a global network of central banks, we assess the effects of digitalization on firms’ pricing and employment decisions.

  Content Type(s): Staff research, Staff discussion papers Topic(s): Firm dynamics, Inflation and prices, Labour markets JEL Code(s): D, D2, D22, E, E3, E31, J, J2, J21, O, O3, O33

• A Reference Guide for the Business Outlook Survey

  Staff Discussion Paper 2020-15 David Amirault, Naveen Rai, Laurent Martin

  The Business Outlook Survey (BOS) has become an important part of monetary policy deliberations at the Bank of Canada and is also well known in Canadian policy and financial circles. This paper compiles more than 20 years of experience conducting the BOS and serves as a comprehensive reference manual.

  Content Type(s): Staff research, Staff discussion papers Topic(s): Firm dynamics, Regional economic developments JEL Code(s): C, C8, C83, D, D2, D22, E, E3, E32

• Corporate investment and monetary policy transmission in Canada

  Staff Analytical Note 2020-26 Min Jae Kim, Jonathan Witmer

  Unexpected changes in interest rates lead small firms to materially change their investment rate. Large firms, in contrast, show a smaller response. This suggests both that financial conditions are an important channel for transmitting monetary policy and that firm characteristics can help us better understand fluctuations in business investment.

  Content Type(s): Staff research, Staff analytical notes Topic(s): Firm dynamics, Monetary policy, Monetary policy transmission JEL Code(s): D, D2, D22, D9, D92, G, G3, G31, G32

• The Canadian corporate investment gap

  Staff Analytical Note 2020-19 Chris D'Souza, Timothy Grieder, Daniel Hyun, Jonathan Witmer

  Business investment has been lower than expected in Canada and abroad since the financial crisis of 2007–09. This corporate investment gap is mirrored in firms’ other financing decisions, as they have increased cash holdings and dividend payments and decreased issuance of debt and equity.

  Content Type(s): Staff research, Staff analytical notes Topic(s): Firm dynamics, Monetary policy transmission JEL Code(s): D, D2, D22, D9, D92, G, G3, G31, G32

• Multi-Product Pricing: Theory and Evidence from Large Retailers in Israel

  Staff Working Paper 2020-12 Marco Bonomo, Carlos Carvalho, Oleksiy Kryvtsov, Sigal Ribon, Rodolfo Rigato

  Standard theories of price adjustment are based on the problem of a single-product firm, and therefore they may not be well suited to analyze price dynamics in the economy with multiproduct firms.

  Content Type(s): Staff research, Staff working papers Topic(s): Inflation and prices, Market structure and pricing, Monetary policy JEL Code(s): D, D2, D21, D22, E, E3, E31, E5, E52, L, L1, L11