Federal Reserve

FEDS Paper: Anchored to the Dot Plot: Central Bank Projections and Interest Rate Expectations

Eric EngstromIn January 2012, the Federal Reserve began publishing the Summary of Economic Projections (SEP) "dot plot," revealing FOMC participants' projections for the federal funds rate. This paper documents a dual role for SEP projections in the formation of private interest-rate expectations. On one hand, SEP projections contain valuable information, achieving lower forecast errors than consensus surveys, VAR models, and several market-based measures at many horizons.

FEDS Paper: Pretend or Amend? On Evergreening in CRE

David GlancyLoan modifications can either amplify or mitigate credit losses depending on the strategy lenders employ. Using detailed supervisory data and a model incorporating various frictions that could encourage modifications (liquidity constraints, foreclosure costs, and loss recognition costs), I assess why banks extend CRE loans. I find that extensions predominantly address temporary payment frictions, both in normal times and following the Spring 2023 bank stress episode.

FEDS Paper: Financial Well-being and Inclusion of Justice Involved Populations: Evidence from the SHED

Kabir Dasgupta, Jennifer Fernandez, and Alicia LloroThis study examines financial challenges faced by justice-involved individuals using 2023-2024 Survey of Household Economics and Decisionmaking data. Individuals with justice system contact experience substantially worse financial outcomes than those without criminal records, with disparities widening by severity of involvement.

FEDS Paper: The Effect of the Federal Reserve on the Stock Market: Magnitudes, Channels and Shocks

Benjamin Knox and Annette Vissing-JorgensenWe survey and extend work on the Federal Reserve’s effect on the stock market, focusing on three empirical findings: The effect of monetary policy surprises in a narrow window around announcements from the Federal Open Market Committee (FOMC), the pre-FOMC announcement drift, and the FOMC cycle in stock returns.

FEDS Paper: Price-Segmented Beliefs and the U.S. Housing Boom

Margaret M. JacobsonThis paper shows that expected capital gains in several MSAs were higher for relatively lower-priced, rather than higher-priced, houses during the U.S. boom of the 2000s. Because buyers of lower-priced houses tend to be more sensitive to credit conditions than buyers of higher-priced houses, this paper documents patterns that are consistent with an interaction of beliefs and credit conditions in a time period where direct evidence on house price beliefs is scarce.

FEDS Paper: Validating Large Language Model Annotations

Anne Lundgaard HansenThis paper proposes a validation framework for LLM-generated measurements when reliable benchmarks are unavailable. Validity is established by testing whether an LLM can reconstruct passages from annotated labels while maintaining semantic consistency with the original text. The framework avoids circular reasoning by establishing testable prerequisite properties that must be met for a validation to be considered successful.

FEDS Paper: AI and Coder Employment: Compiling the Evidence

Leland D. Crane and Paul E. SotoWe evaluate whether LLMs have had any discernible impact on the aggregate labor market so far. We focus on occupations that are computer programming-intensive, motivated by data showing that coding is one of the most LLM-exposed tasks. Linking O*NET to CPS we find that aggregate employment of coders has decelerated sharply since the introduction of ChatGPT.

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