Wenting Song - Latest

• 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

• Narrative-Driven Fluctuations in Sentiment: Evidence Linking Traditional and Social Media

  Staff Working Paper 2023-23 Alistair Macaulay, Wenting Song

  News media present competing interpretations of what breaking news implies for the macroeconomy. Recent examples include news reporting on high inflation and yield curve inversions. Do these narratives shape macroeconomic sentiment? In this paper, we highlight the importance of narratives using evidence linking traditional media and social media.

  Content Type(s): Staff research, Staff working papers Topic(s): Financial markets, Inflation and prices, Monetary policy JEL Code(s): D, D8, D84, E, E3, E32, E4, E43, E44, E5, G, G1

• Financial Intermediaries and the Macroeconomy: Evidence from a High-Frequency Identification

  Staff Working Paper 2022-24 Pablo Ottonello, Wenting Song

  We provide empirical evidence of effects to the aggregate economy from surprises about financial intermediaries’ net worth based on a high-frequency identification strategy. We estimate that news of a 1% decline in intermediaries’ net worth leads to a 0.2%–0.4% decrease in the market value of nonfinancial firms.

  Content Type(s): Staff research, Staff working papers Topic(s): Asset pricing, Business fluctuations and cycles, Credit and credit aggregates, Financial institutions, Financial markets, Financial system regulation and policies, Monetary and financial indicators JEL Code(s): E, E3, E32, E4, E44, E5, E51, G, G0, G01, G1, G12, G2, G21, G23, G24, G3, G32

• Firm Inattention and the Efficacy of Monetary Policy: A Text-Based Approach

  Staff Working Paper 2022-3 Wenting Song, Samuel Stern

  How much attention do firms pay to macroeconomic news? Through a novel text-based measure, two facts emerge. First, attention is polarized. Most firms either never or always pay attention to economic conditions. Second, it is countercyclical. During recessions, more firms pay attention, and firms pay greater attention to macroeconomic news.

  Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Inflation and prices, Monetary policy JEL Code(s): D, D8, D83, E, E4, E44, E5, E52