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Author:Chang, Andrew C. 

Working Paper
Raiders of the Lost High-Frequency Forecasts: New Data and Evidence on the Efficiency of the Fed's Forecasting

We introduce a new dataset of real gross domestic product (GDP) growth and core personal consumption expenditures (PCE) inflation forecasts produced by the staff of the Board of Governors of the Federal Reserve System. In contrast to the eight Greenbook forecasts a year the staff produces for Federal Open Market Committee (FOMC) meetings, our dataset has roughly weekly forecasts. We use these new data to study whether the staff forecasts efficiently and whether efficiency, or lack thereof, is time-varying. Prespecified regressions of forecast errors on forecast revisions show that the staff's ...
Finance and Economics Discussion Series , Paper 2020-090

Working Paper
Does it Pay to Send Multiple Pre-Paid Incentives? Evidence from a Randomized Experiment

To encourage survey participation and improve sample representativeness, the Survey of Consumer Finances (SCF) offers an unconditional pre-paid monetary incentive and separate post-paid incentive upon survey completion. We conducted a pre-registered between-subject randomized control experiment within the 2022 SCF, with at least 1,200 households per experimental group, to examine whether changing the pre-paid incentive structure affects survey outcomes. We assess the effects of: (1) altering the total dollar value of the pre-paid incentive (“incentive effect”), (2) giving two identical ...
Finance and Economics Discussion Series , Paper 2024-023

Working Paper
Politicians Avoid Tax Increases Around Elections

We use new annual data on gasoline taxes and corporate income taxes from U.S. states to analyze whether politicians avoid tax increases in election years. These data contain 3 useful attributes: (1) when state politicians enact tax laws, (2) when state politicians implement tax laws on consumers and firms, and (3) the size of tax changes. Using a pre-analysis research plan that includes regressions of tax rate changes and tax enactment years on time-to-gubernatorial election year indicators, we find that elections decrease the probability of politicians enacting increases in taxes and reduce ...
Finance and Economics Discussion Series , Paper 2021-004

Working Paper
Tax Policy Endogeneity: Evidence from R&D Tax Credits

Because policymakers may consider the state of the economy when setting taxes, endogeneity bias can arise in regression models that estimate relationships between economic variables and taxes. This paper quantifies the policy endogeneity bias and estimates the impact of R&D tax incentives on R&D expenditures at the U.S. state level. Identifying tax variation comes from changes in federal corporate tax laws that heterogeneously impact state-level R&D tax incentives due to the simultaneity of state and federal corporate taxes. With this exogenous variation, my preferred estimates indicate a 1 ...
Finance and Economics Discussion Series , Paper 2014-101

Discussion Paper
Where’s the Money Going? The Importance of Accounting for Rent Payments in Measuring a Household's Financial Obligations

To get a more comprehensive picture of how families' uncommitted income has evolved since the financial crisis, we analyze a broader measure of households’ committed monthly payments that includes rent for renters, as well as payments to cover mortgages for homeowners and other debt obligations for all families.
FEDS Notes , Paper 2018-06-20

Discussion Paper
The Branch Puzzle : Why Are there Still Bank Branches?

We provide evidence that the persistence of the large number of local bank branches across the country may be due to the fact that both depositors and small businesses continue to value local bank branches.
FEDS Notes , Paper 2018-08-20

Journal Article
Changes in U.S. Family Finances from 2016 to 2019: Evidence from the Survey of Consumer Finances

The Federal Reserve Board’s Survey of Consumer Finances for 2019 provides insights into the evolution of family income and net worth since the previous time the survey was conducted in 2016. The survey shows that over the 2016–19 period, the median value of real (inflation-adjusted) family income before taxes rose 5 percent, and mean income decreased 3 percent. Real median net worth increased 18 percent, and mean net worth rose 2 percent. This survey marks the first in the aftermath of the Great Recession in which between-survey changes in the median outpaced changes in the mean for ...
Federal Reserve Bulletin , Volume 106 , Issue 5 , Pages 42

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