Total factor productivity growth projection for Canada: A sectoral approach Staff Analytical Note 2024-12 Dany Brouillette, Tessa Devakos, Raven Wheesk We propose a tool that decomposes TFP growth into sectoral contributions. The analysis incorporates three structural factors—digitalization, aging and climate change policies—and measures their contributions. Overall, we expect that aggregate TFP growth will slow down in the 2020s below both its historical average and the average from the 2010s. Content Type(s): Staff research, Staff analytical notes Topic(s): Climate change, Digitalization, Labour markets, Productivity JEL Code(s): D, D2, D24, J, J1, J11, O, O3, O33, Q, Q5, Q54
Regulation, Emissions and Productivity: Evidence from China’s Eleventh Five-Year Plan Staff Working Paper 2024-7 Brantly Callaway, Tong Li, Joel Rodrigue, Yuya Sasaki, Yong Tan We study the degree to which China’s 11th Five-Year Plan softens trade-offs between emissions and output. Our model suggests efficient regulation could have further increased aggregate productivity by 3.5% and output by 4.7% without any increase in aggregate emissions. Content Type(s): Staff research, Staff working papers Topic(s): Climate change, Productivity JEL Code(s): C, C2, C21, D, D2, D24, Q, Q5, Q53
Contribution of Human Capital Accumulation to Canadian Economic Growth Staff Discussion Paper 2022-7 Audra Bowlus, Youngmin Park, Chris Robinson This paper quantifies the contribution of human capital accumulation to the growth of real gross domestic product (GDP) in Canada. Content Type(s): Staff research, Staff discussion papers Topic(s): Econometric and statistical methods, Labour markets, Potential output, Productivity JEL Code(s): D, D2, D24, E, E2, E24, J, J2, J24, J3, J31, O, O4, O47
Firm-level Investment Under Imperfect Capital Markets in Ukraine Staff Working Paper 2019-14 Oleksandr Shcherbakov This paper develops and estimates a model of firm-level fixed capital investment when firms face borrowing constraints. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Economic models, Firm dynamics JEL Code(s): C, C6, C61, C63, D, D2, D24, G, G3, G31
The Productivity Slowdown in Canada: An ICT Phenomenon? Staff Working Paper 2019-2 Jeffrey Mollins, Pierre St-Amant We ask whether a weaker contribution of information and communication technologies (ICT) to productivity growth could account for the productivity slowdown observed in Canada since the early 2000s. To answer this question, we consider several methods capturing channels through which ICT could affect aggregate productivity growth. Content Type(s): Staff research, Staff working papers Topic(s): Productivity JEL Code(s): D, D2, D24, O, O4, O41, O47
Does Outward Foreign Investment Matter for Canadian Productivity? Evidence from Greenfield Investments Staff Working Paper 2018-31 Naveen Rai, Lena Suchanek, Maria Bernier This paper seeks to understand how outward foreign direct investment (FDI) affects the productivity of Canadian firms. We estimate the impact of outward greenfield investment on measures of firm-level productivity using FDI data from roughly 2,000 Canadian firms and more than 4,000 outward FDI projects over the 2003–14 period. Content Type(s): Staff research, Staff working papers Topic(s): Firm dynamics, Productivity JEL Code(s): D, D2, D24, F, F2, F21, F23
Firm Dynamics and Multifactor Productivity: An Empirical Exploration Staff Working Paper 2018-15 Pierre St-Amant, David Tessier There are indications that business dynamism has declined in advanced economies. In particular, firm entry and exit rates have fallen, suggesting that the creative destruction process has lost some of its vitality. Meanwhile, productivity growth has slowed. Some believe that lower entry and exit rates partly explain the weaker productivity growth. Content Type(s): Staff research, Staff working papers Topic(s): Firm dynamics, Productivity JEL Code(s): D, D2, D24, M, M1, M13, O, O4, O47
November 16, 2017 Acceptance and Use of Payments at the Point of Sale in Canada Bank of Canada Review - Autumn 2017 Ben Fung, Kim Huynh, Anneke Kosse Merchants universally accept cash. Consumers widely hold cash but also carry debit and credit cards. The cost of using a method of payment has only a small influence on which method consumers use. Large merchants accept all payments, while only two-thirds of small and medium-sized businesses accept credit cards. Merchants report that credit cards are the costliest payment method compared with cash and debit cards. However, costs are not the only consideration. Merchant acceptance of credit accounts for the many con-sumers that want to use credit cards. This interaction between consumers and merchants is known as network externalities. Content Type(s): Publications, Bank of Canada Review articles Topic(s): Bank notes, Digital currencies and fintech, Financial institutions, Payment clearing and settlement systems JEL Code(s): D, D2, D23, D24, E, E4, E41, E42, G, G2, G21, L, L2
May 11, 2017 The Digital Economy Bank of Canada Review - Spring 2017 Chris D'Souza, David Williams Digital technologies—cloud computing, the Internet of Things, advanced robotics, big data analytics, artificial intelligence and machine learning, social media, 3D printing, augmented reality, virtual reality, e-money and distributed ledgers—are transforming the way busi-nesses operate. How does this transformation compare with past industrial revolutions? How are digital technologies changing production systems across industries? Agile firms that use knowledge intensively and have high levels of both organizational and human capital appear set to realize the greatest benefits from digitalization. Finally, what are the implications for productivity, labour markets, inflation and monetary policy as we transition to the digital economy? Content Type(s): Publications, Bank of Canada Review articles Topic(s): Firm dynamics, Monetary policy, Productivity JEL Code(s): D, D2, D24, L, L1, L10, O, O1, O3, O33
May 11, 2017 Why Is Global Business Investment So Weak? Some Insights from Advanced Economies Bank of Canada Review - Spring 2017 Robert Fay, Justin-Damien Guénette, Martin Leduc, Louis Morel Various drivers of business investment can be used to explain the underwhelming performance of investment in advanced economies since the global financial crisis, particularly since 2014. The slow growth in aggregate demand cannot by itself explain the full extent of the recent weakness in investment, which appears to be linked primarily to the collapse of global commodity prices and a rise in economic uncertainty. Looking ahead, business investment growth is likely to remain slower than in the pre-crisis period, largely because of structural factors such as population aging. Content Type(s): Publications, Bank of Canada Review articles Topic(s): Business fluctuations and cycles, Domestic demand and components, Economic models, International topics, Monetary policy and uncertainty, Recent economic and financial developments JEL Code(s): C, C2, C22, D, D2, D24, D8, D80, E, E2, E22, F, F0, F01, G, G3, G31