D2 - Production and Organizations

• Digitalization: Prices of Goods and Services

  Staff Discussion Paper 2023-27 Vivian Chu, Tatjana Dahlhaus, Christopher Hajzler

  This paper outlines and assesses the various channels through which digitalization can affect prices of goods and services.

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

• Predicting Changes in Canadian Housing Markets with Machine Learning

  Staff Discussion Paper 2023-21 Johan Brannlund, Helen Lao, Maureen MacIsaac, Jing Yang

  We apply two machine learning algorithms to forecast monthly growth of house prices and existing homes sales in Canada. Although the algorithms can sometimes outperform a linear model, the improvement in forecast accuracy is not always statistically significant.

  Content Type(s): Staff research, Staff discussion papers Research Topic(s): Econometric and statistical methods, Financial markets, Housing JEL Code(s): A, C, C4, C45, C5, C53, D, D2, R, R2, R3

• The contribution of firm profits to the recent rise in inflation

  Staff Analytical Note 2023-12 Panagiotis Bouras, Christian Bustamante, Xing Guo, Jacob Short

  We measure the contribution to inflation from the growth in markups of Canadian firms. The dynamics of inflation and markups suggest that changes in markups could account for less than one-tenth of inflation in 2021. Further, they suggest that peak inflation was driven primarily by changes in the costs of firms.

  Content Type(s): Staff research, Staff analytical notes Research Topic(s): Firm dynamics, Inflation and prices, Market structure and pricing JEL Code(s): D, D2, D22, D4, E, E3, E31, L, L1, L11

• Markups and inflation during the COVID-19 pandemic

  Staff Analytical Note 2023-8 Olga Bilyk, Timothy Grieder, Mikael Khan

  We find that prices and costs for consumer-oriented firms moved roughly one-for-one during the COVID-19 pandemic. This means firms fully passed rising costs through to the prices they charged. However, our results are suggestive, given data limitations and the uncertainty associated with estimating markups.

  Content Type(s): Staff research, Staff analytical notes Research Topic(s): Firm dynamics, Inflation and prices JEL Code(s): D, D2, D4, E, E2, E3, L, L1

• SME Failures Under Large Liquidity Shocks: An Application to the COVID-19 Crisis

  Staff Working Paper 2023-32 Pierre-Olivier Gourinchas, Şebnem Kalemli-Özcan, Veronika Penciakova, Nicholas Sander

  We study the effects of financial frictions on firm exit when firms face large liquidity shocks. We develop a simple model of firm cost-minimization that introduces a financial friction that limits firms’ borrowing capacity to smooth temporary shocks to liquidity.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Coronavirus disease (COVID-19), Firm dynamics, International topics JEL Code(s): D, D2, D21, D22, E, E6, E65, H, H8, H81

• 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 Research Topic(s): Firm dynamics, Inflation and prices, Monetary policy transmission, Recent economic and financial developments JEL Code(s): D, D2, D22, E, E3, E31

• The 2021–22 Merchant Acceptance Survey Pilot Study

  Staff Discussion Paper 2023-1 Angelika Welte, Joy Wu

  The rise in digital payment innovations has spurred a discussion about the future of cash at the point of sale. The Bank conducted the 2021–22 Merchant Acceptance Survey Pilot Study to study trends in merchant cash acceptance and monitor conditions for the potential issuance of a central bank digital currency.

  Content Type(s): Staff research, Staff discussion papers Research Topic(s): Bank notes, Digital currencies and fintech, Econometric and statistical methods JEL Code(s): C, C8, D, D2, D22, E, E4, L, L2