Digitalization and productivity

• 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 JEL Code(s): D, D2, E, E3, E31, E5, E52, L, L1, L11 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Structural challenges, Digitalization and productivity

• 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 JEL Code(s): A, A1, A10, B, B2, B23, C, C4, C45, C5, C55 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Structural challenges, Digitalization and productivity

• Identifying Nascent High-Growth Firms Using Machine Learning

  Staff working paper 2023-53 Stéphanie Houle, Ryan Macdonald

  Firms that grow rapidly have the potential to usher in new innovations, products or processes (Kogan et al. 2017), become superstar firms (Haltiwanger et al. 2013) and impact the aggregate labour share (Autor et al. 2020; De Loecker et al. 2020). We explore the use of supervised machine learning techniques to identify a population of nascent high-growth firms using Canadian administrative firm-level data.

  Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C55, C8, C81, L, L2, L25 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Structural challenges, Digitalization and productivity

• Redefining Financial Inclusion for a Digital Age: Implications for a Central Bank Digital Currency

  Staff discussion paper 2023-22 Alexandra Sutton-Lalani, Sebastian Hernandez, John Miedema, Jiamin Dai, Badr Omrane

  We explore quantitative and qualitative information about Canadians who face barriers to making digital payments. We also consider the implications of ongoing digitalization for modern financial inclusion and a potential central bank digital currency.

  Content Type(s): Staff research, Staff discussion papers JEL Code(s): A, A1, A14, E, E4, E42, E5, E50, I, I3, I31, O, O3, O33, O5, O51 Research Theme(s): Money and payments, Digital assets and fintech, Retail payments, Structural challenges, Demographics and labour supply, Digitalization and productivity

• Digitalization: Definition and Measurement

  Staff discussion paper 2023-20 Guyllaume Faucher, Stéphanie Houle

  This paper provides an overview of digitalization and its economic implications. We assess the scope of digitalization in Canada as well as the challenges related to its measurement.

  Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E0, E01, O, O3, O33, O5, O51 Research Theme(s): Models and tools, Economic models, Structural challenges, Digitalization and productivity

• Competition for Exclusivity and Customer Lock-in: Evidence from Copyright Enforcement in China

  Staff working paper 2023-43 Youming Liu

  This paper studies the music streaming industry and argues that having exclusive rights granted by copyright law drives firms to offer exclusive content to lock in customers. I employ theoretical and descriptive empirical analysis, along with a dynamic structural model, to support the argument and explore policies for improving competition.

  Content Type(s): Staff research, Staff working papers JEL Code(s): L, L1, L13, L4, L42, L5, L51 Research Theme(s): Financial markets and funds management, Market structure, Models and tools, Econometric, statistical and computational methods, Structural challenges, Digitalization and productivity

• Digitalization: Implications for Monetary Policy

  Staff discussion paper 2023-18 Vivian Chu, Tatjana Dahlhaus, Christopher Hajzler, Pierre-Yves Yanni

  We explore the implications of digitalization for monetary policy, both in terms of how monetary policy affects the economy and in terms of data analysis and communication with the public.

  Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C4, C8, E, E3, E31, E32, E5, E52 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Monetary policy framework and transmission, Structural challenges, Digitalization and productivity

• Digitalization: Productivity

  Staff discussion paper 2023-17 Jeffrey Mollins, Temel Taskin

  We examine the relationship between digitalization and productivity, the factors that influence this relationship, and how digitalization’s effect on productivity could change firm behaviour.

  Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E2, L, L1, L11, O, O4, O47, O5, O51 Research Theme(s): Structural challenges, Digitalization and productivity

• Digitalization: Labour Markets

  Staff discussion paper 2023-16 Alex Chernoff, Gabriela Galassi

  In this paper, the authors assess the relationship between digitalization and labour demand and supply, and how this relationship affects wages and income inequality. We also explore implications of recent digitalization trends for the future of work.

  Content Type(s): Staff research, Staff discussion papers JEL Code(s): I, I2, I23, J, J2, J23, J24, O, O3, O33 Research Theme(s): Structural challenges, Demographics and labour supply, Digitalization and productivity

• Flagship Entry in Online Marketplaces

  Staff working paper 2023-41 Ginger Zhe Jin, Zhentong Lu, Xiaolu Zhou, Lu Fang

  In this paper, we empirically study how flagship entry in an online marketplace affects consumers, the platform, and various sellers on the platform. We find flagship entry may benefit consumers by expanding the choice set, by intensifying price competition within the entry brand, and by improving consumer perception for parts of the platform.

  Content Type(s): Staff research, Staff working papers JEL Code(s): D, D4, L, L1, L8 Research Theme(s): Financial markets and funds management, Market structure, Structural challenges, Digitalization and productivity