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
Consumer Credit Regulation and Lender Market Power Staff Working Paper 2024-36 Zachary Bethune, Joaquín Saldain, Eric R. Young We investigate the welfare consequences of consumer credit regulation in a dynamic, heterogeneous-agent model with endogenous lender market power. Lenders post credit offers and borrowers—some informed and others uninformed—apply for credit. We calibrate the model to match characteristics of the unsecured consumer credit market and use the calibrated model to evaluate interest rate ceilings. Content Type(s): Staff research, Staff working papers Topic(s): Credit and credit aggregates, Financial markets, Interest rates JEL Code(s): D, D1, D15, D4, D43, D6, D60, D8, D83, E, E2, E21, G, G5, G51
Housing Affordability and Parental Income Support Staff Working Paper 2024-28 Jason Allen, Kyra Carmichael, Robert Clark, Shaoteng Li, Nicolas Vincent In many countries, the cost of housing has greatly outpaced income growth, leading to a housing affordability crisis. Leveraging Canadian loan-level data and quasi-experimental variation in payment-to-income constraints, we document an increasing reliance of first-time homebuyers on financial help from their parents, through mortgage co-signing. We show that parental support can effectively relax borrowing constraints—potentially to riskier borrowers. Content Type(s): Staff research, Staff working papers Topic(s): Financial services, Financial system regulation and policies, Housing JEL Code(s): D, D6, D64, E, E2, E21, E24, G, G1, G18, G5, G51
Stagflation and Topsy-Turvy Capital Flows Staff Working Paper 2022-46 Julien Bengui, Louphou Coulibaly Unregulated capital flows are likely excessive during a stagflation episode, owing to a macroeconomic externality operating through the economy’s supply side. Inflows raise domestic wages and cause unwelcome upward pressure on firm costs, yet market forces likely generate such inflows. Optimal capital flow management instead requires net outflows. Content Type(s): Staff research, Staff working papers Topic(s): Inflation and prices, International financial markets, International topics, Monetary policy JEL Code(s): D, D6, D62, E, E5, E52, F, F3, F32, F38, F4, F41
Income Inequality in Canada Staff Discussion Paper 2022-16 Sarah Burkinshaw, Yaz Terajima, Carolyn A. Wilkins Data show that income inequality in Canada increased substantially during the 1980s and first half of the 1990s but has been relatively stable over the past 25 years. This increase was felt mainly by low-income earners and younger people, while older people benefited from higher retirement income. Content Type(s): Staff research, Staff discussion papers Topic(s): Central bank research, Labour markets, Monetary and financial indicators JEL Code(s): D, D3, D31, D6, D63, I, I2, I24, I3, I32, J, J3, J31, J32, N, N3, N32
Are Bank Bailouts Welfare Improving? Staff Working Paper 2021-56 Malik Shukayev, Alexander Ueberfeldt Financial sector bailouts, while potentially beneficial during a crisis, might lead to excessive risk taking if anticipated. Taking expectations and aggregate risk implications into account, we show that bailouts can be welfare improving, but only if capital adequacy constraints are sufficiently tight. Content Type(s): Staff research, Staff working papers Topic(s): Financial institutions, Financial stability, Financial system regulation and policies JEL Code(s): D, D6, D62, E, E3, E32, E4, E44, G, G0, G01
Identifying Consumer-Welfare Changes when Online Search Platforms Change Their List of Search Results Staff Working Paper 2020-5 Ryan Martin Online shopping is often guided by search platforms. Consumers type keywords into query boxes, and search platforms deliver a list of products. Consumers' attention is limited, and exhaustive searches are often impractical. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Market structure and pricing JEL Code(s): C, C1, C14, D, D1, D11, D12, D6, D8, D83, L, L4, L40
A Macroprudential Theory of Foreign Reserve Accumulation Staff Working Paper 2019-43 Fernando Arce, Julien Bengui, Javier Bianchi This paper proposes a theory of foreign reserves as macroprudential policy. We study an open-economy model of financial crises in which pecuniary externalities lead to overborrowing, and show that by accumulating international reserves, the government can achieve the constrained-efficient allocation. Content Type(s): Staff research, Staff working papers Topic(s): Balance of payments and components, Financial stability, Financial system regulation and policies, Foreign reserves management, International financial markets JEL Code(s): D, D5, D52, D6, D62, F, F3, F34
Inequality in Parental Transfers, Borrowing Constraints and Optimal Higher Education Subsidies Staff Working Paper 2019-7 Youngmin Park This paper studies optimal education subsidies when parental transfers are unequally distributed across students and cannot be publicly observed. After documenting substantial inequality in parental transfers among US college students with similar family resources, I examine its implications for how the education subsidy should vary with schooling level and family resources to minimize inefficiencies generated by borrowing constraints. Content Type(s): Staff research, Staff working papers Topic(s): Fiscal policy, Potential output, Productivity JEL Code(s): D, D1, D14, D6, D61, D64, D8, D82, I, I2, I22, J, J2, J24
Stability and Efficiency in Decentralized Two‐Sided Markets with Weak Preferences Staff Working Paper 2017-4 Radoslav Raykov Many decentralized markets are able to attain a stable outcome despite the absence of a central authority (Roth and Vande Vate, 1990). A stable matching, however, need not be efficient if preferences are weak. This raises the question whether a decentralized market with weak preferences can attain Pareto efficiency in the absence of a central matchmaker. Content Type(s): Staff research, Staff working papers Topic(s): Economic models JEL Code(s): C, C7, C78, D, D6, D61