A Note on the Use of Syndicated Loan Data
Isabella Müller, Felix Noth, Lena Tonzer
International Finance,
im Erscheinen
Abstract
Syndicated loan data provided by DealScan is an essential input in banking research to answer urging questions on bank lending, e.g., in the presence of financial or geopolitical shocks or climate change. However, many data options raise the question of how to choose the estimation sample. We employ a standard regression framework analyzing bank lending during the financial crisis of 2007/08 to study how conventional but varying usages of DealScan affect the estimates. The key finding is that the direction of coefficients remains relatively robust. However, statistical significance depends on the data and sampling choice, and we provide guidelines for applied research.
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The (Heterogeneous) Economic Effects of Private Equity Buyouts
Steven J. Davis, John Haltiwanger, Kyle Handley, Ben Lipsius, Josh Lerner, Javier Miranda
Management Science,
im Erscheinen
Abstract
The effects of private equity buyouts on employment, productivity, and job reallocation vary tremendously with macroeconomic and credit conditions, across private equity groups, and by type of buyout. We reach this conclusion by examining the most extensive database of U.S. buyouts ever compiled, encompassing thousands of buyout targets from 1980 to 2013 and millions of control firms. Employment shrinks 12% over two years after buyouts of publicly listed firms—on average, and relative to control firms—but expands 15% after buyouts of privately held firms. Postbuyout productivity gains at target firms are large on average and much larger yet for deals executed amid tight credit conditions. A postbuyout tightening of credit conditions or slowing of gross domestic product growth curtails employment growth and intrafirm job reallocation at target firms. We also show that buyout effects differ across the private equity groups that sponsor buyouts, and these differences persist over time at the group level. Rapid upscaling in deal flow at the group level brings lower employment growth at target firms. We relate these findings to theories of private equity that highlight agency problems at portfolio firms and within the private equity industry itself.
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Wirkung der Verwendung der Mittel des Sondervermögens Infrastruktur und Klimaneutralität sowie der zusätzlichen Bundesmittel für Verteidigung, Zivil- und Bevölkerungsschutz auf das Potenzialwachstum in Mecklenburg-Vorpommern
Andrej Drygalla, Katja Heinisch, Oliver Holtemöller, Axel Lindner, Christoph Schult, Anna Solms, Götz Zeddies
IWH Policy Notes,
Nr. 3,
2025
Abstract
Schriftliche Anhörung des Finanzausschusses des Landtags Mecklenburg-Vorpommern
Welche Wachstumsimpulse können zusätzliche, kreditfinanzierte Finanzmittel für Infrastruktur, Klimaneutralität und Verteidigung in Mecklenburg-Vorpommern setzen? Im Rahmen einer schriftlichen Anhörung des Finanzausschusses des Landtages Mecklenburg-Vorpommern beantwortet das IWH Fragen zur Verwendung der Finanzmittel und zur möglichen Wirkung von zusätzlichen Investitionen auf das Produktionspotenzial und das Wirtschaftswachstum in Mecklenburg-Vorpommern. Angesichts der demographischen Entwicklung ist die Arbeitsproduktivität der Schlüssel zur Verbesserung der Wachstumsaussichten des Landes.
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25.09.2025 • 28/2025
Gemeinschaftsdiagnose Herbst 2025: Expansive Finanzpolitik kaschiert Wachstumsschwäche
Die deutsche Wirtschaft lässt die Talsohle hinter sich und dürfte in den kommenden zwei Jahren wieder etwas an Dynamik gewinnen. Nach der Stagnation in der ersten Jahreshälfte prognostiziert die Projektgruppe Gemeinschaftsdiagnose in ihrem Herbstgutachten für das laufende Jahr eine Zunahme des Bruttoinlandsprodukts von 0,2%. In den beiden kommenden Jahren dürfte eine expansive Finanzpolitik den Anstieg der Wirtschaftsleistung dann spürbar auf 1,3% bzw. 1,4% beschleunigen. Damit bleibt die Prognose der Institute für dieses und nächstes Jahr gegenüber dem Frühjahrsgutachten in etwa unverändert. „Die deutsche Wirtschaft steht nach wie vor auf wackeligen Beinen“, sagt Dr. Geraldine Dany-Knedlik, Leiterin des Bereichs Prognose und Konjunkturpolitik im Deutschen Institut für Wirtschaftsforschung (DIW Berlin). „In den beiden kommenden Jahren erholt sie sich zwar spürbar. Angesichts anhaltender struktureller Schwächen wird diese Dynamik allerdings nicht von Dauer sein.“
Oliver Holtemöller
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15.07.2025 • 22/2025
Sachsen-Anhalts Mittelstand weiter im Rückwärtsgang
Der Wirtschaftsabschwung in Sachsen-Anhalt ist offenbar noch nicht zu Ende. In einer gemeinsamen Umfrage von Creditreform und Leibniz-Institut für Wirtschaftsforschung Halle (IWH) beurteilten die mittelständischen Unternehmen die Geschäftslage im 1. Halbjahr 2025 schlechter als im Vorjahr. 410 Unternehmen aus Sachsen-Anhalt haben sich an der Befragung beteiligt.
Axel Lindner
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Global Banks’ Macroeconomic Expectations and Credit Supply
Xiang Li, Steven Ongena
IWH Discussion Papers,
Nr. 8,
2025
Abstract
We investigate how global banks’ macroeconomic expectations for borrower countries influence their credit supply. Utilizing granular data on varying expectations among banks lending to the same firm at the same time, combined with an instrumental variable approach, we find that more optimistic GDP growth expectations for a borrower country are strongly linked to increased credit supply. Specifically, a one standard deviation increase in a lender’s GDP growth expectation for the borrower’s country corresponds to an increase of 8.46 percentage points in the loan share, equivalent to approximately 0.75 standard deviations of the loan share and $75.35 million in loan amount. In contrast, global banks’ short-term inflation expectations do not show a significant impact on their credit supply.
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Cross-Subsidization of Bad Credit in a Lending Crisis
Nikolaos Artavanis, Brian Lee, Stavros Panageas, Margarita Tsoutsoura
Review of Financial Studies,
Nr. 5,
2025
Abstract
We study the corporate-loan pricing decisions of a major, systemic bank during the Greek financial crisis. A unique aspect of our data set is that we observe both the actual interest rate and the “break-even rate” (BE rate) of each loan, as computed by the bank’s own loan-pricing department (in effect, the loan’s marginal cost). We document that low-BE-rate (safer) borrowers are charged significant markups, whereas high-BE-rate (riskier) borrowers are charged smaller and even negative markups. We rationalize this de facto cross-subsidization through the lens of a dynamic model featuring depressed collateral values, impaired capital-market access, and limit pricing.
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Credit Card Entrepreneurs
Ufuk Akcigit, Raman Chhina, Seyit Cilasun, Javier Miranda, Nicolas Serrano-Velarde
IWH Discussion Papers,
Nr. 5,
2025
Abstract
Utilizing near real-time QuickBooks data from over 1.6 million small businesses and a targeted survey, this paper highlights the critical role credit card financing plays for small business activity. We examine a two year period beginning in January of 2021. A turbulent period during which, credit card usage by small U.S. businesses nearly doubled, interest payments rose by 60%, and delinquencies reached 2.8%. We find, first, monthly credit card payments were up to three times higher than loan payments during this time. Second, we use targeted surveys of these small businesses to establish credit cards as a key financing source in response to firm-level shocks, such as uncertain cash flows and overdue invoices. Third, we establish the importance of credit cards as an important financial transmission mechanism. Following the Federal Reserve’s rate hikes in early 2022, banks cut credit card supply, leading to a 15.75% drop in balances and a 10% decline in revenue growth, as well as a 1.5% decrease in employment growth among U.S. small businesses. These higher rates also rendered interest payments unsustainable for many, contributing to half of the observed increase in delinquencies. Lastly, a simple heterogeneous firm model with a cash-in-hand constraint illustrates the significant macroeconomic impact of credit card financing on small business activity.
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12.03.2025 • 9/2025
IWH präsentiert neues Prognose-Dashboard zur deutschen Wirtschaft
Das Leibniz-Institut für Wirtschaftsforschung Halle (IWH) stellt ein umfassendes Daten-Tool bereit, das einen interaktiven Vergleich unterschiedlicher Prognosen für die Wirtschaftsentwicklung in Deutschland erlaubt. Entscheider aus Politik und Wirtschaft sowie Interessierte aus Medien, Wissenschaft und Öffentlichkeit können das IWH Forecasting Dashboard kostenfrei nutzen.
Oliver Holtemöller
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Corporate Loan Spreads and Economic Activity
Anthony Saunders, Alessandro Spina, Sascha Steffen, Daniel Streitz
Review of Financial Studies,
Nr. 2,
2025
Abstract
We investigate the predictive power of loan spreads for forecasting business cycles, specifically focusing on more constrained, intermediary-reliant firms. We introduce a novel loan-market-based credit spread constructed using secondary corporate loan-market prices over the 1999 to 2023 period. Loan spreads significantly enhance the prediction of macroeconomic outcomes, outperforming other credit-spread indicators. We also explore the underlying mechanisms and differentiate between borrower fundamentals and financial frictions. Evidence suggests that supply-side frictions are a decisive factor in the forecasting ability of loan spreads.
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