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Papers Containing Tag(s): 'Generalized Method of Moments'

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Frequently Occurring Concepts within this Search

Center for Economic Studies - 24

Ordinary Least Squares - 23

Total Factor Productivity - 21

North American Industry Classification System - 20

Annual Survey of Manufactures - 17

Bureau of Labor Statistics - 15

Bureau of Economic Analysis - 14

National Science Foundation - 14

Longitudinal Business Database - 14

Cobb-Douglas - 13

National Bureau of Economic Research - 11

Chicago Census Research Data Center - 10

Standard Industrial Classification - 10

Federal Reserve Bank - 9

Census Bureau Disclosure Review Board - 9

Census of Manufactures - 9

Longitudinal Research Database - 9

Census of Manufacturing Firms - 8

Metropolitan Statistical Area - 8

Federal Statistical Research Data Center - 7

Special Sworn Status - 7

County Business Patterns - 6

Current Population Survey - 6

TFPQ - 6

Internal Revenue Service - 6

Federal Reserve System - 5

Economic Census - 5

Harmonized System - 5

Fabricated Metal Products - 5

Longitudinal Employer Household Dynamics - 5

NBER Summer Institute - 4

Business Dynamics Statistics - 4

UC Berkeley - 4

Employer Identification Number - 4

American Community Survey - 4

Integrated Public Use Microdata Series - 4

University of Chicago - 4

Longitudinal Firm Trade Transactions Database - 4

Customs and Border Protection - 4

University of California Los Angeles - 4

Commodity Flow Survey - 4

IQR - 4

Standard Statistical Establishment List - 4

Decennial Census - 3

Postal Service - 3

2020 Census - 3

Retirement History Survey - 3

State Energy Data System - 3

Michigan Institute for Teaching and Research in Economics - 3

Alfred P Sloan Foundation - 3

University of Michigan - 3

Michigan Institute for Data Science - 3

Board of Governors - 3

Unemployment Insurance - 3

2SLS - 3

Core Based Statistical Area - 3

New York University - 3

Permanent Plant Number - 3

Viewing papers 1 through 10 of 44


  • Working Paper

    Entry Costs Rise with Growth

    October 2024

    Working Paper Number:

    CES-24-63

    Over time and across states in the U.S., the number of firms is more closely tied to overall employment than to output per worker. In many models of firm dynamics, trade, and growth with a free entry condition, these facts imply that the costs of creating a new firm increase sharply with productivity growth. This increase in entry costs can stem from the rising cost of labor used in entry and weak or negative knowledge spillovers from prior entry. Our findings suggest that productivity-enhancing policies will not induce firm entry, thereby limiting the total impact of such policies on welfare.
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  • Working Paper

    Interpreting Cohort Profiles of Lifecycle Earnings Volatility

    April 2024

    Working Paper Number:

    CES-24-21

    We present new estimates of earnings volatility over time and the lifecycle for men and women by race and human capital. Using a long panel of restricted-access administrative Social Security earnings linked to the Current Population Survey, we estimate volatility with both transparent summary measures, as well as decompositions into permanent and transitory components. From the late 1970s to the mid 1990s there is a strong negative trend in earnings volatility for both men and women. We show this is driven by a reduction in transitory variance. Starting in the mid 1990s there is relative stability in trends of male earnings volatility because of an increase in the variance of permanent shocks, especially among workers without a college education, and a more attenuated trend decline among women. Cohort analyses indicate a strong U-shape pattern of volatility over the working life, which comes from large permanent shocks early and later in the lifecycle. However, this U-shape shifted downward and leftward in more recent cohorts, the latter from the fanning out of lifecycle transitory volatility in younger cohorts. These patterns are more pronounced among White men and women compared to Black workers.
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  • Working Paper

    Good Dispersion, Bad Dispersion

    March 2024

    Working Paper Number:

    CES-24-13

    We document that most dispersion in marginal revenue products of inputs occurs across plants within firms rather than between firms. This is commonly thought to reflect misallocation: dispersion is 'bad.' However, we show that eliminating frictions hampering internal capital markets in a multi-plant firm model may in fact increase productivity dispersion and raise output: dispersion can be 'good.' This arises as firms optimally stagger investment activity across their plants over time to avoid raising costly external finance, instead relying on reallocating internal funds. The staggering in turn generates dispersion in marginal revenue products. We use U.S. Census data on multi-plant manufacturing firms to provide empirical evidence for the model mechanism and show a quantitatively important role for good dispersion. Since there is less scope for good dispersion in emerging economies, the difference in the degree of misallocation between emerging and developed economies looks more pronounced than previously thought.
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  • Working Paper

    Accounting for Trade Patterns

    February 2024

    Working Paper Number:

    CES-24-07

    We develop a quantitative framework for decomposing trade patterns. We derive price indexes that determine comparative advantage and the aggregate cost of living. If firms and products are imperfect substitutes, we show that these price indexes depend on variety, average appeal (including quality), and the dispersion of appeal-adjusted prices. We show that they are only weakly related to standard empirical measures of average prices. We find that 40 percent of the cross-section variation in comparative advantage, and 90 percent of the time-series variation, is accounted for by variety and average appeal, with less than 10 percent attributed to average prices.
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  • Working Paper

    Where to Build Affordable Housing? Evaluating the Tradeoffs of Location

    December 2023

    Working Paper Number:

    CES-23-62R

    How does the location of affordable housing affect tenant welfare, the distribution of assistance, and broader societal objectives such as racial integration? Using administrative data on tenants of units funded by the Low-Income Housing Tax Credit (LIHTC), we first show that characteristics such as race and proxies for need vary widely across neighborhoods. Despite fixed eligibility requirements, LIHTC developments in more opportunity-rich neighborhoods house tenants who are higher income, more educated, and far less likely to be Black. To quantify the welfare implications, we build a residential choice model in which households choose from both market-rate and affordable housing options, where the latter must be rationed. While building affordable housing in higher-opportunity neighborhoods costs more, it also increases household welfare and reduces city-wide segregation. The gains in household welfare, however, accrue to more moderate-need, non-Black/Hispanic households at the expense of other households. This change in the distribution of assistance is primarily due to a 'crowding out' effect: households that only apply for assistance in higher-opportunity neighborhoods crowd out those willing to apply regardless of location. Finally, other policy levers'such as lowering the income limits used for means-testing'have only limited effects relative to the choice of location.
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  • Working Paper

    Output Market Power and Spatial Misallocation

    November 2023

    Authors: Santiago Franco

    Working Paper Number:

    CES-23-57

    Most product industries are local. In the U.S., firms selling goods and services to local consumers account for half of total sales and generate more than sixty percent of the nation's jobs. Competition in these industries occurs in local product markets: cities. I propose a theory of such competition in which firms have output market power. Spatial differences in local competition arise endogenously due to the spatial sorting of heterogeneous firms. The ability to charge higher markups induces more productive firms to overvalue locating in larger cities, leading to a misallocation of firms across space. The optimal policy incen tivizes productive firms to relocate to smaller cities, providing a rationale for commonly used place-based policies. I use U.S. Census establishment-level data to estimate markups and to structurally estimate the model. I document a significant heterogeneity in markups for local industries across U.S. cities. Cities in the top decile of the city-size distribution have a fifty percent lower markup than cities in the bottom decile. I use the estimated model to quantify the general equilibrium effects of place-based policies. Policies that remove markups and relocate firms to smaller cities yield sizable aggregate welfare gains.
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  • Working Paper

    Technology Lock-In and Costs of Delayed Climate Policy

    July 2023

    Working Paper Number:

    CES-23-33

    This paper studies the implications of current energy prices for future energy efficiency and climate policy. Using U.S. Census microdata and quasi-experimental variation in energy prices, we first show that manufacturing plants that open when electricity prices are low consume more energy throughout their lifetime, regardless of current electricity prices. We then estimate that a persistent bias of technological change toward energy can explain the long-term effects of entry-year electricity prices on energy intensity. Overall, this 'technology lock-in' implies that increasing entry-year electricity prices by 10% would decrease a plant's energy intensity of production by 3% throughout its lifetime.
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  • Working Paper

    Quality Adjustment at Scale: Hedonic vs. Exact Demand-Based Price Indices

    June 2023

    Working Paper Number:

    CES-23-26

    This paper explores alternative methods for adjusting price indices for quality change at scale. These methods can be applied to large-scale item-level transactions data that in cludes information on prices, quantities, and item attributes. The hedonic methods can take into account the changing valuations of both observable and unobservable charac teristics in the presence of product turnover. The paper also considers demand-based approaches that take into account changing product quality from product turnover and changing appeal of continuing products. The paper provides evidence of substantial quality-adjustment in prices for a wide range of goods, including both high-tech consumer products and food products.
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  • Working Paper

    Who's Most Exposed to International Shocks? Estimating Differences in Import Price Sensitivity across U.S. Demographic Groups

    March 2023

    Working Paper Number:

    CES-23-13R

    Differences in consumption patterns across demographic groups mean that international price shocks differentially affect such groups. We construct import price indexes for U.S. households that vary by age, race, marital status, education, and urban status. Black households and urban households experienced significantly higher import price inflation from 1996-2018 compared to other groups, such as white households and rural households. Sensitivity to international price shocks varies widely, implying movements in exchange rates and foreign prices, both during our sample and during the Covid-19 pandemic, drove sizable differences in import price inflation ' and total inflation ' across households.
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  • Working Paper

    The Modern Wholesaler: Global Sourcing, Domestic Distribution, and Scale Economies

    December 2018

    Authors: Sharat Ganapati

    Working Paper Number:

    CES-18-49

    Nearly half of all transactions in the $6 trillion market for manufactured goods in the United States were intermediated by wholesalers in 2012, up from 32 percent in 1992. Seventy percent of this increase is due to the growth of 'superstar' firms - the largest one percent of wholesalers. Structural estimates based on detailed administrative data show that the rise of the largest wholesalers was driven by an intuitive linkage between their sourcing of goods from abroad and an expansion of their domestic distribution network to reach more buyers. Both elements require scale economies and lead to increased wholesaler market shares and markups. Counterfactual analysis shows that despite increases in wholesaler market power, intermediated international trade has two benefits for buyers: directly through buyers' valuation of globally sourced products, and indirectly through the passed-through benefits of wholesaler economies of scale and increased quality.
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