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Working Paper
Inflation and Wage Growth Since the Pandemic
Nechio, Fernanda; Jordà, Òscar (2023-04-01)
Following the worst of the COVID-19 pandemic, inflation surged to levels last seen in the 1980s. Motivated by vast differences in pandemic support across countries, we investigate the subsequent response of inflation and its feedback to wages. We exploit the differences in pandemic support to identify the effect that these programs had on inflation and the passthrough to wages. Our empirical approach focuses on a novel dynamic difference-in-differences method based on local projections. Our estimates suggest that an increase of 5 percentage points in direct transfers (relative to trend) ...
Working Paper Series , Paper 2022-17

Report
Zombies at Large? Corporate Debt Overhang and the Macroeconomy
Jordà, Òscar; Kornejew, Martin; Schularick, Moritz; Taylor, Alan M. (2020-12-01)
With business leverage at record levels, the effects of corporate debt overhang on growth and investment have become a prominent concern. In this paper, we study the effects of corporate debt overhang based on long-run cross-country data covering the near-universe of modern business cycles. We show that business credit booms typically do not leave a lasting imprint on the macroeconomy. Quantile local projections indicate that business credit booms do not affect the economy’s tail risks either. Yet in line with theory, we find that the economic costs of corporate debt booms rise when ...
Staff Reports , Paper 951

Working Paper
Decomposing the Monetary Policy Multiplier
Alessandrini, Pietro; Jordà, Òscar; Venditti, Fabrizio (2023-05-24)
Financial markets play an important role in generating monetary policy transmission asymmetries in the US. Credit spreads only adjust to unexpected increases in interest rates, causing output and prices to respond more to a monetary tightening than to an expansion. At a one year horizon, the ‘financial multiplier’ of monetary policy—defined as the ratio between the cumulative responses of employment and credit spreads—is zero for a monetary expansion, -2 for a monetary tightening, and -4 for a monetary tightening that takes place under strained credit market conditions. These results ...
Working Paper Series , Paper 2023-14

Working Paper
Bank Capital Redux: Solvency, Liquidity, and Crisis
Jordà, Òscar; Taylor, Alan M.; Richter, Björn; Schularick, Moritz (2017-03-28)
Higher capital ratios are unlikely to prevent a financial crisis. This is empirically true both for the entire history of advanced economies between 1870 and 2013 and for the post-WW2 period, and holds both within and between countries. We reach this startling conclusion using newly collected data on the liability side of banks? balance sheets in 17 countries. A solvency indicator, the capital ratio has no value as a crisis predictor; but we find that liquidity indicators such as the loan-to-deposit ratio and the share of non-deposit funding do signal financial fragility, although they add ...
Working Paper Series , Paper 2017-6

Working Paper
A chronology of turning points in economic activity: Spain 1850-2011
Jordà, Òscar; Berge, Travis J. (2011)
This paper codifies in a systematic and transparent way a historical chronology of business cycle turning points for Spain reaching back to 1850 at annual frequency, and 1939 at monthly frequency. Such an exercise would be incomplete without assessing the new chronology itself and against others ?this we do with modern statistical tools of signal detection theory. We also use these tools to determine which of several existing economic activity indexes provide a better signal on the underlying state of the economy. We conclude by evaluating candidate leading indicators and hence construct ...
Working Paper Series , Paper 2011-28

Journal Article
Why Is Inflation Low Globally?
Nechio, Fernanda; Jordà, Òscar; Tallman, Eric; Marti, Chitra (2019)
A hot economy eventually boosts inflation. Such is the simple wisdom of the Phillips curve. Yet inflation across developed countries has been remarkably weak since the 2008 global financial crisis, even though unemployment rates are near historical lows. What is behind this recent disconnect between inflation and unemployment? Contrasting the experiences of developed and developing economies before and after the financial crisis shows that broader factors than monetary policy are at play. Inflation has declined globally, and this trend preceded the financial crisis.
FRBSF Economic Letter

Working Paper
Asset Prices and Credit with Diagnostic Expectations
Cloyne, James; Jordà, Òscar; Singh, Sanjay R.; Taylor, Alan M. (2025-08-22)
Using long-run cross-country panel data, we document that (i) contemporaneous credit growth strongly predicts contemporaneous equity returns with positive sign, and (ii) lagged credit growth strongly predicts contemporaneous equity returns with negative sign. This correlation reversal is robust to added controls for contemporaneous and lagged consumption growth and these credit factors have greater explanatory power than the consumption factors. We find that a general equilibrium model with financial frictions and rational expectations fails to match the empirically estimated sign on ...
Working Paper Series , Paper 2025-15

Working Paper
Shocks and Adjustments
Nechio, Fernanda; Fernald, John G.; Daly, Mary C.; Jordà, Òscar (2013)
We develop a multisector model in which capital and labor are free to move across firms within each sector, but cannot move across sectors. To isolate the role of sectoral specificity, we compare our model with otherwise identical multisector economies with either economy-wide factor markets (as in Chari et al. 2000) or firm-specific factor markets (as in Woodford 2005). Sectoral specificity induces within-sector strategic substitutability and across-sector strategic complementarity in price setting. Our model can produce either more or less monetary non-neutrality than those other two ...
Working Paper Series , Paper 2013-32

Working Paper
Inflation Globally
Nechio, Fernanda; Jordà, Òscar (2018-12-07)
The Phillips curve remains central to stabilization policy. Increasing financial linkages, international supply chains, and managed exchange rate policy have given core currencies an outsized influence on the domestic affairs of world economies. We exploit such influence as a source of exogenous variation to examine the effects of the recent financial crisis on the Phillips curve mechanism. Using a difference-in-differences approach, and comparing countries before and after the 2008 financial crisis sorted by whether they endured or escaped the crisis, we are able to assess the evolution of ...
Working Paper Series , Paper 2018-15

Journal Article
Crises before and after the creation of the Fed
Elias, Early; Jordà, Òscar (2013)
The Federal Reserve was created 100 years ago in response to the harsh recession associated with the Panic of 1907. Comparing that recession with the Great Recession of 2007?09 suggests the Fed can mitigate downturns to some extent. A statistical analysis suggests that if a central bank had lowered interest rates during the 1907 panic the same way the Fed did during the 2008 financial crisis, gross domestic product would have contracted two percentage points less than it actually did.
FRBSF Economic Letter

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