An Anatomy of Firms’ Political Speech Staff Working Paper 2024-37 Pablo Ottonello, Wenting Song, Sebastian Sotelo We study the distribution of political speech across U.S. firms. We develop a measure of political engagement based on firms’ communications (earning calls, regulatory filings, and social media) by training a large language model to identify statements that contain political opinions. Using these data, we document five facts about firms’ political engagement. Content Type(s): Staff research, Staff working papers Topic(s): Firm dynamics, Market structure and pricing, Recent economic and financial developments JEL Code(s): D, D2, D22, D6, D63, G, G4, G41, L, L1, L11, L2, L20
November 13, 2014 Firm Strategy, Competitiveness and Productivity: The Case for Canada Bank of Canada Review - Autumn 2014 Lori Rennison, Farid Novin, Matthieu Verstraete At a time when the Bank is expecting a rotation of demand toward exports and investment, and transformative global trends are placing increasing emphasis on innovation, technology and organizational learning, an understanding of the competitiveness strategies of Canadian firms and the factors affecting them has become particularly relevant. This article summarizes findings from a Bank of Canada survey of 151 firms designed to extract signals on elements of firm strategy and organizational capital in order to help inform the macroeconomic outlook. Content Type(s): Publications, Bank of Canada Review articles Topic(s): Business fluctuations and cycles, Monetary policy and uncertainty, Potential output, Productivity JEL Code(s): D, D2, D23, D24, E, E2, E22, F, F2, F20, L, L1, L10, L2, L20, M, M1, M10, O, O3, O31, O4, O47