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Author:Bi, Huixin 

Working Paper
Unconventional Monetary Policy and Local Fiscal Policy

Following the onset of the pandemic, the Federal Reserve employed an unconventional monetary policy that directly intervened in municipal bond markets. We characterize the fiscal and macroeconomic implications of such central bank actions in a New Keynesian model of a monetary union. We assume that state and local governments are subject to a loan-in-advance constraint, reflecting that with lumpy cash flows, they often finance a fraction of expenditures by issuing short-term bonds. The municipal debt is held by financial intermediaries, who alsosupply credit to the private sector. Direct ...
Research Working Paper , Paper RWP 22-15

Journal Article
Understanding the Recent Rise in Municipal Bond Yields

In late March, investors sold off municipal bonds at a rapid pace, depressing municipal bond prices and driving up their yields relative to U.S. Treasuries. We find that this initial investor run on the municipal bond market was likely due to increased liquidity demand rather than credit concerns, making the Federal Reserve’s early actions to relieve liquidity stress effective. Going forward, however, municipal bond prices will likely reflect increased credit concerns.
Economic Bulletin , Issue May 27, 2020 , Pages 4

Working Paper
Asset Purchases in a Monetary Union with Default and Liquidity Risks

Using a two-country monetary-union framework with financial frictions, we study sovereign default and liquidity risks and quantify the efficacy of asset purchases. Default risk increases with government indebtedness and shifts in the fiscal limit perceived by investors. Liquidity risks increase when the default probability affects credit market tightness. The framework indicates that shifts in fiscal limits, more than rising government debt, played a crucial role for Italy around 2012. While both default and liquidity risks can dampen economic and financial conditions, the model suggests that ...
Research Working Paper , Paper RWP 24-13

Working Paper
Firm Search in the Labor Market: Evidence from Help-Wanted Advertisements

We construct new monthly city-level and national measures of firm search for workers from 1900 to 1938, drawing on approximately 5 million scanned help-wanted advertisements from five U.S. newspapers, with breakdowns by gender. We document four main findings: (1) firm search effort is procyclical, declining sharply at the onset of recessions; (2) posting costs affect advertising behavior, but the effect is modest, with an elasticity of −0.09; (3) the U.S. Beveridge curve has been stable for the past 125 years, with matching elasticities of 0.57 pre-WWII and 0.55 post-WWII; and (4) ...
Research Working Paper , Paper RWP 25-07

Working Paper
Firm Search in the Labor Market: Evidence from Help-Wanted Advertisements

We construct new monthly city-level and national measures of firm search for workers from 1900 to 1938, drawing on approximately 5 million scanned help-wanted advertisements from five U.S. newspapers, with breakdowns by gender. We document four main findings: (1) firm search effort is procyclical, declining sharply at the onset of recessions; (2) posting costs affect advertising behavior, but the effect is modest, with an elasticity of -0.0$; (3) the U.S. Beveridge curve has been stable for the past 125 years, with matching elasticities of 0.57 pre-WWII and 0.55 post-WWII; and (4) help-wanted ...
Working Paper Series , Paper 2025-13

Journal Article
Federal Government Outlays Remain Historically Elevated, Spurred by Robust Transfers

Over the past six decades, the federal government has shifted a larger share of its outlays toward transfer payments to individuals and state and local governments. These longer-run trends were exacerbated during the pandemic, leading to higher deficits for the federal government and an increasingly high share of federal outlays supporting the economy through consumer spending.
Economic Bulletin

Working Paper
Credit Guarantee and Fiscal Costs

This paper studies the effectiveness of government-backed credit guarantees to the infrastructure sector, a policy tool adopted by a range of countries during recessions. We proposea two-sector model with financial intermediary frictions so that infrastructure producers relyon bank loans to finance their risky production. Governments can intervene in the credit market by providing a partial guarantee on those bank loans. We find that a credit guaranteeincreases infrastructure production, leading to a high fiscal multiplier in the longer run. In thenear term, however, higher wages in the ...
Research Working Paper , Paper RWP 22-09

Working Paper
Public Pension Reforms and Fiscal Foresight: Narrative Evidence and Aggregate Implications

We explore the evolution of pension policy across countries and investigate the macroeconomic effects of pension structural reforms in recent decades, in particular those with implementation delays. We first document chronological changes in pension policy for 10 OECD countries between 1962 and 2017. The new data set shows that pension systems rapidly expanded between the 1960s and 1980s, followed by a wave of retrenchments since the 1990s. Structural pension reforms, which are motivated by long-run fiscal sustainability concerns, often come with significant implementation delays. We find ...
Research Working Paper , Paper RWP 20-06

Working Paper
Worker and Firm Search in the Labor Market: Evidence from Classified Advertisements

We present new monthly city-level and national measures of worker and firm search from 1900 to 1938, derived from scanned images of U.S. newspapers. To our knowledge, we are the first to systematically use the “situations-wanted” advertisements placed by job seekers. We document fresh insights into early 20th-century labor market dynamics: (1) worker and firm search efforts are procyclical; (2) posting costs affectadvertising behavior and labor search intensity; (3) the Beveridge curve is stable over the last 125 years, with similar shifts following the 1918 flu and Covid-19 pandemic; and ...
Research Working Paper , Paper RWP 25-07

Journal Article
Fiscal Relief during the COVID-19 Pandemic

In response to the sharp economic downturn during the COVID-19 pandemic, Congress passed unprecedented policy relief measures to support households, businesses, and the broader economy. Compared with previous fiscal stimulus responses, these relief programs have been unmatched in size and scope, speed of response, and novelty of design.Huixin Bi and Chaitri Gulati review recent empirical research on three fiscal relief programs—stimulus checks, augmented unemployment insurance (UI) benefits, and the Paycheck Protection Program (PPP)—to understand their effects on the broader economy as ...
Economic Review , Volume 106 , Issue no.2 , Pages 5-24

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