Publications / Under Review

The Politics of the Paycheck Protection Program

Does partisanship influence loan allocation through the Paycheck Protection Program (PPP)? We examine the 2020 Presidential campaign contributions by lenders’ employees as a measure of partisanship and leverage the staggered rollout of the PPP under both Trump and Biden administrations to address this question. We find that partisan misalignment increases bank lending, particularly to small and first-time PPP borrowers, and those in Republican areas. This is consistent with Republicanleaning banks viewing the PPP’s 2021 phase as a legacy policy of the prior administration. Using county-level weekly unemployment insurance data, we also show that partisan misalignment is associated with higher PPP payroll coverage for small businesses. Our findings shed new light on the partisan-alignment phenomenon in finance.

Doing More for Less? New Evidence on Lobbying and Government Contracts

(Senay Agca, Deniz Igan, Fuhong Li, Prachi Mishra), (revise and resubmitted, Journal of Economic Behavior and Organization), November 2024

This paper exploits the unanticipated sequestration of federal budget accounts in March 2013 to examine how contractors adjusted lobbying activities in response to the sequester. The sequestration reduced the funds disbursed through procurement. Firms with limited exposure to the cuts reduced lobbying spending after the event, whereas firms with high exposure maintained, or even increased, lobbying expenses. More affected firms appear to have intensified lobbying efforts to distinguish themselves, and to improve their chances of procuring a larger share of the reduced pie. These effects are stronger for government-dependent sectors and sectors where competition is more intense.

Sovereign Debt Restructuring and Reduction in Debt-to-GDP Ratio

(Sakai Ando, Tamon Asonuma, Prachi Mishra, Alexandre Sollaci), SSRN Working Paper. (revise and resubmit, American Economic Journal: Macroeconomics), October 2023

How effective are sovereign debt restructurings in reducing debt-to-GDP ratios? We explore this empirically using a comprehensive dataset covering 115 countries over 1950–2021. After addressing selection into restructuring events through an Augmented Inverse Probability Weighted (AIPW) estimator, we show that debt restructuring has a significant and long-lasting impact on the debt-to-GDP ratio. The impact is larger when debt restructuring is combined with fiscal consolidation. In the short run, restructurings with face value reduction and higher creditor coordination are relatively more effective. In the long run, however, the depth of treatment is important, irrespective of the type of treatment.

Cross-border Spillovers: How US Financial Conditions affect M&As Around the World

We find that financial conditions in the core have significant spillover effects on cross-border mergers and acquisitions (M&As). On average, a 1 percentage point easing of the IMF US Financial Conditions Index is associated with approximately a 10% higher volume of crossborder M&As. The spillovers are stronger for countries with more liabilities denominated in foreign currency (or in US dollars). We find that the spillovers are driven by changes in US financial conditions, rather than changes in Euro Area conditions. Deals that happen when financial conditions in the US are tighter (and therefore acquisitions fewer) add more value for the acquirers, as reflected in higher acquirer excess stock returns around the announcement.

Understanding U.S. Inflation During the COVID Era

This paper analyzes the dramatic rise in U.S. inflation since 2020, which we decompose into a rise in core inflation as measured by the weighted median inflation rate and deviations of headline inflation from core. We explain the rise in core with two factors, the tightening of the labor market as captured by the ratio of job vacancies to unemployment, and the pass-through into core from past shocks to headline inflation. The headline shocks themselves are explained largely by increases in energy prices and by supply chain problems as captured by backlogs of orders for goods and services. Looking forward, we simulate the future path of inflation for alternative paths of the unemployment rate, focusing on the projections of Federal Reserve policymakers in which unemployment rises only modestly to 4.4 percent. We find that this unemployment path returns inflation to near the Fed’s target only under optimistic assumptions about both inflation expectations and the Beveridge curve relating the unemployment and vacancy rates. Under less benign assumptions about these factors, the inflation rate remains well above target unless unemployment rises by more than the Fed projects.

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