Letters of Recommendation in the PhD Job Market: Lessons from Specialized Banks
Kristian S. Blickle and Cecilia Parlatore
Banks must extract useful signals of a potential borrower’s quality from a large set of possibly informative characteristics when making lending decisions. A model that speaks to how banks specialize in lending to an industry in order to better extract signals from data can potentially be applied to a number of real-world scenarios. In this post, we apply lessons from such a model to a topic of timely relevance in economics: job market recommendation letters. Institutions looking to hire new economists must evaluate PhD applicants based on limited and often noisy signals of future performance, including letters of recommendation from these applicants’ advisors or co-authors. Using insights from our model, we argue that the value of these letters depends on who reads them.
Designing Bank Regulation with Accounting Discretion
Kinda Hachem
Why does the banking industry remain prone to large and costly disruptions despite being so heavily regulated? Is there a need for more regulation, less regulation, or simply different regulation? Our recent Staff Report combines insights from academic research in economics, finance, and accounting to provide a deeper understanding of the challenges involved in designing and implementing bank regulation, as well as opportunities for future exploration. This post focuses on the regulation of bank capital, but the ideas are applicable more broadly.
Banks Develop a Nonbank Footprint to Better Manage Liquidity Needs
Nicola Cetorelli and Saketh Prazad
In a previous post, we documented how, over the past five decades, the typical U.S. bank has evolved from an entity mainly focused on deposit taking and loan making to a more diversified conglomerate also incorporating a variety of nonbank activities. In this post, we show that an important driver of the evolution of this new organizational form is the desire of banks to efficiently manage liquidity needs.
U.S. Banks Have Developed a Significant Nonbank Footprint
Nicola Cetorelli and Saketh Prazad
In light of the rapid growth of nonbank financial institutions (NBFIs), many have argued that bank-led financial intermediation is on the decline, based on the traditional notion that banks operate to take in deposits and make loans. However, we argue that deposit-taking and loan-making have not accurately characterized U.S. banking operations in recent decades. Instead, as we propose in this post, absent regulatory restrictions, banks naturally expand their boundaries to include NBFI subsidiaries. A significant component of the growth of NBFIs has in fact taken place inside the boundaries of banking firms.
How Has Treasury Market Liquidity Fared in 2025?
Michael J. Fleming
In 2025, the Federal Reserve has cut interest rates, trade policy has shifted abruptly, and economic policy uncertainty has increased. How have these developments affected the functioning of the key U.S. Treasury securities market? In this post, we return to some familiar metrics to assess the recent behavior of Treasury market liquidity. We find that liquidity briefly worsened around the April 2025 tariff announcements but that its relation to Treasury volatility has been similar to what it was in the past.
Banking System Vulnerability: 2025 Update
Matteo Crosignani, Thomas Eisenbach, and Fulvia Fringuellotti
As in previous years, we provide in this post an update on the vulnerability of the U.S. banking system based on four analytical models that capture different aspects of this vulnerability. We use data through 2025:Q2 for our analysis, and also discuss how the vulnerability measures have changed since our last update one year ago.
The Shadow Value of Central Bank Lending
Tomas Jankauskas, Ugo Albertazzi, Lorenzo Burlon, and Nicola Pavanini
After the Great Financial Crisis, the European Central Bank (ECB) extended its monetary policy toolbox to include the use of long-term loans to banks at interest rates close to zero or even negative. These central bank interventions were aimed at supporting the transmission of expansionary monetary policy and likely played a crucial role in bolstering the financial stability of the euro area, namely by reducing the chance of bank runs. However, quantitative evidence on the effects of these interventions on financial stability remains scant. In this post, we quantify the effectiveness of central bank lending programs in supporting financial stability through the lens of a novel structural model discussed in this paper.
The Rise of Sponsored Service for Clearing Repo
Adam Copeland and R. Jay Kahn
Recently instituted rule amendments have initiated a large migration of dealer-to-client Treasury repurchase trades to central clearing. To date, the main avenue used to access central clearing is Sponsored Service, a clearing product that has, until now, received little attention. This post highlights the results from a recent Staff Report which presents a deep dive into Sponsored Service. Here, we summarize the description of the institutional details of this service and its costs and benefits. We then document some basic facts on how market participants use this service, based on confidential data.
A Country‑Specific View of Tariffs
Matthew Higgins and Thomas Klitgaard
U.S. trade policy remains in flux. Nevertheless, important elements of the new policy regime are apparent in data through July. What stands out are the large differences in realized tariff rates by trading partner, ranging from less than 5 percent for Canada and Mexico to 15 percent for Japan and to 40 percent for China. This post shows that the bulk of cross-country differences in tariff rates is explained by two factors: the U.S.-Canada-Mexico free trade agreement and differing sales shares in tariff-exempt categories.
Calming the Panic: Investor Risk Perceptions and the Fed’s Emergency Lending During the 2023 Bank Run
Natalia Fischl-Lanzoni, Martin Hiti, and Asani Sarkar
In a companion post, we showed that during the bank run of spring 2023 investors were seemingly not concerned about bank risk broadly but rather became sensitized to the risk of only about a third of all publicly traded banks. In this post, we investigate how the Federal Reserve’s liquidity support affected investor risk perceptions during the run. We find that the announcement of the Fed’s novel Bank Term Funding Program (BTFP), and subsequent borrowings from the program, substantially reduced investor risk perceptions. However, borrowings from the Fed’s traditional discount window (DW) had no such effect.
RSS Feed
Follow Liberty Street Economics