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Papers Containing Keywords(s): 'market'

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Center for Economic Studies - 86

Longitudinal Business Database - 86

North American Industry Classification System - 85

Total Factor Productivity - 60

Bureau of Economic Analysis - 59

Standard Industrial Classification - 57

National Bureau of Economic Research - 55

Ordinary Least Squares - 52

Bureau of Labor Statistics - 51

Annual Survey of Manufactures - 50

Census of Manufactures - 46

National Science Foundation - 45

Economic Census - 36

Census Bureau Disclosure Review Board - 36

Federal Statistical Research Data Center - 34

Census of Manufacturing Firms - 32

Federal Reserve Bank - 31

Longitudinal Research Database - 30

Metropolitan Statistical Area - 30

Longitudinal Firm Trade Transactions Database - 28

Federal Reserve System - 23

Herfindahl Hirschman Index - 23

Cobb-Douglas - 23

Employer Identification Numbers - 23

Chicago Census Research Data Center - 22

County Business Patterns - 20

Organization for Economic Cooperation and Development - 19

Internal Revenue Service - 19

Census Bureau Longitudinal Business Database - 19

Disclosure Review Board - 19

Special Sworn Status - 19

World Bank - 18

Harmonized System - 17

Business Register - 16

University of Chicago - 16

Business Dynamics Statistics - 16

Standard Statistical Establishment List - 14

Federal Trade Commission - 13

Current Population Survey - 13

Michigan Institute for Teaching and Research in Economics - 13

Foreign Direct Investment - 12

Census Bureau Business Register - 12

Decennial Census - 11

Department of Economics - 11

TFPQ - 11

Department of Commerce - 11

Board of Governors - 10

Environmental Protection Agency - 10

Department of Justice - 10

Energy Information Administration - 10

Generalized Method of Moments - 10

Research Data Center - 10

Harvard University - 10

Commodity Flow Survey - 9

Securities and Exchange Commission - 9

Department of Homeland Security - 9

European Union - 9

Heckscher-Ohlin - 9

National Income and Product Accounts - 9

Herfindahl-Hirschman - 9

World Trade Organization - 8

American Community Survey - 8

NBER Summer Institute - 8

Journal of Economic Literature - 8

Wholesale Trade - 8

North American Free Trade Agreement - 8

Quarterly Journal of Economics - 8

COVID-19 - 7

International Trade Commission - 7

Business Services - 7

Census of Retail Trade - 7

Technical Services - 7

Census Bureau Center for Economic Studies - 7

Retail Trade - 7

Retirement History Survey - 7

Manufacturing Energy Consumption Survey - 7

Postal Service - 7

University of Maryland - 7

American Economic Review - 7

Department of Agriculture - 6

Initial Public Offering - 6

Boston College - 6

Longitudinal Employer Household Dynamics - 6

Small Business Administration - 6

Bureau of Labor - 6

TFPR - 6

Council of Economic Advisers - 6

Kauffman Foundation - 6

New York University - 6

Journal of International Economics - 6

Permanent Plant Number - 6

Establishment Micro Properties - 5

Journal of Political Economy - 5

Center for Research in Security Prices - 5

American Economic Association - 5

UC Berkeley - 5

Customs and Border Protection - 5

Social Security - 5

Alfred P Sloan Foundation - 5

Accommodation and Food Services - 5

2SLS - 5

State Energy Data System - 5

Office of Management and Budget - 5

Securities Data Company - 5

Chicago RDC - 5

Net Present Value - 5

Review of Economics and Statistics - 5

Boston Research Data Center - 5

Characteristics of Business Owners - 5

Wal-Mart - 5

American Statistical Association - 5

United Nations - 4

Fabricated Metal Products - 4

National Establishment Time Series - 4

Department of Energy - 4

VAR - 4

Quarterly Census of Employment and Wages - 4

1940 Census - 4

University of Michigan - 4

Michigan Institute for Data Science - 4

Data Management System - 4

Geographic Information Systems - 4

Service Annual Survey - 4

COMPUSTAT - 4

Financial, Insurance and Real Estate Industries - 4

University of Minnesota - 4

Labor Productivity - 4

University of California Los Angeles - 4

United States Census Bureau - 4

Statistics Canada - 4

Cambridge University Press - 4

Auxiliary Establishment Survey - 4

MIT Press - 4

New England County Metropolitan - 4

Educational Services - 3

E32 - 3

Business Employment Dynamics - 3

IBM - 3

Insurance Information Institute - 3

Washington University - 3

Federal Reserve Board of Governors - 3

International Standard Industrial Classification - 3

Code of Federal Regulations - 3

Company Organization Survey - 3

Business R&D and Innovation Survey - 3

National Ambient Air Quality Standards - 3

Individual Characteristics File - 3

Ohio State University - 3

Information and Communication Technology Survey - 3

Survey of Business Owners - 3

New York Times - 3

Core Based Statistical Area - 3

Census Bureau Business Dynamics Statistics - 3

Georgetown University - 3

North American Industry Classi - 3

Review of Economic Studies - 3

Electronic Data Interchange - 3

Regional Economic Information System - 3

Census of Services - 3

Survey of Manufacturing Technology - 3

Administrative Records - 3

Columbia University - 3

sale - 73

demand - 66

production - 60

macroeconomic - 59

econometric - 54

export - 53

manufacturing - 52

investment - 48

economist - 48

economically - 46

revenue - 44

growth - 41

industrial - 40

expenditure - 39

sector - 38

exporter - 35

import - 35

gdp - 35

monopolistic - 34

produce - 31

price - 30

company - 30

profit - 29

trading - 28

recession - 28

tariff - 25

multinational - 24

labor - 24

cost - 24

pricing - 23

estimating - 23

endogeneity - 23

finance - 22

exporting - 22

financial - 22

competitor - 22

wholesale - 21

spillover - 21

product - 20

shipment - 19

profitability - 19

enterprise - 19

importer - 19

acquisition - 19

innovation - 19

retailer - 17

exported - 17

merger - 17

consumer - 17

employ - 16

manufacturer - 16

heterogeneity - 16

commodity - 15

trend - 15

international trade - 15

stock - 15

commerce - 14

foreign - 14

retail - 14

competitiveness - 14

establishment - 14

efficiency - 14

oligopolistic - 13

labor markets - 13

monopolistically - 13

technological - 13

estimation - 12

equity - 12

good - 12

leverage - 12

invest - 12

industry concentration - 12

regional - 12

econometrician - 12

equilibrium - 12

rate - 11

earnings - 11

subsidiary - 11

trader - 11

bank - 11

firms export - 11

export market - 11

oligopoly - 11

globalization - 11

metropolitan - 11

externality - 11

venture - 11

consumption - 11

entrepreneur - 11

custom - 10

importing - 10

imported - 10

incentive - 10

aggregate - 10

supplier - 10

entrepreneurship - 10

quantity - 10

firms trade - 10

buyer - 10

strategic - 9

productivity dispersion - 9

sourcing - 9

investor - 9

employed - 9

exogeneity - 9

endogenous - 9

corporation - 9

investing - 9

competitive - 9

specialization - 9

financing - 9

industry productivity - 9

country - 9

trade models - 9

diversification - 8

quarterly - 8

contract - 8

trade costs - 8

relocation - 8

city - 8

statistical - 8

agriculture - 8

entrepreneurial - 8

retailing - 8

factory - 8

corporate - 7

merchandise - 7

inventory - 7

takeover - 7

productivity growth - 7

incorporated - 7

prices products - 7

average - 7

technology - 7

research - 7

electricity prices - 7

regulation - 7

agricultural - 7

acquirer - 7

exporting firms - 7

marketing - 7

agency - 7

capital - 7

regulatory - 6

impact - 6

borrowing - 6

debt - 6

fund - 6

asset - 6

dispersion productivity - 6

store - 6

shareholder - 6

area - 6

region - 6

employment growth - 6

exogenous - 6

rent - 6

declining - 6

prospect - 6

substitute - 6

advantage - 6

state - 6

geographically - 6

plant productivity - 6

study - 6

emission - 6

firms import - 6

econometrically - 6

firms exporting - 6

decline - 6

survey - 6

foreign trade - 6

yield - 6

organizational - 6

economic census - 6

heterogeneous - 6

productive - 6

disparity - 6

federal - 5

purchase - 5

aggregation - 5

exporters multinationals - 5

accounting - 5

loan - 5

firms productivity - 5

unobserved - 5

relocate - 5

industry heterogeneity - 5

regressors - 5

shock - 5

labor productivity - 5

wage growth - 5

urban - 5

firms size - 5

conglomerate - 5

plant investment - 5

proprietor - 5

firms grow - 5

firm dynamics - 5

industry variation - 5

reallocation productivity - 5

invention - 5

innovator - 5

patent - 5

patenting - 5

electricity - 5

valuation - 5

report - 5

ownership - 5

regress - 5

share - 5

data - 5

economic statistics - 5

geography - 5

geographic - 5

neighborhood - 5

profitable - 5

inflation - 4

diversified - 4

creditor - 4

grocery - 4

downstream - 4

layoff - 4

rural - 4

worker - 4

security - 4

sectoral - 4

gain - 4

practices productivity - 4

larger firms - 4

workforce - 4

industry wages - 4

subsidy - 4

plants firms - 4

firm growth - 4

disclosure - 4

energy prices - 4

epa - 4

downturn - 4

policy - 4

wages productivity - 4

industries estimate - 4

industry growth - 4

restaurant - 4

productivity dynamics - 4

wages production - 4

housing - 4

firms census - 4

census bureau - 4

proprietorship - 4

lending - 4

microdata - 4

banking - 4

meat - 4

customer - 4

restructuring - 4

plants industry - 4

regression - 4

rates productivity - 4

textile - 4

analyst - 3

warehouse - 3

sector productivity - 3

employee - 3

opportunity - 3

job - 3

productivity shocks - 3

employment dynamics - 3

welfare - 3

entry productivity - 3

growth productivity - 3

economic growth - 3

firms plants - 3

growth firms - 3

diversify - 3

plant employment - 3

innovate - 3

researcher - 3

pollution - 3

environmental - 3

polluting - 3

analysis - 3

institutional - 3

turnover - 3

warehousing - 3

recession exposure - 3

utility - 3

payroll - 3

productivity wage - 3

multinational firms - 3

elasticity - 3

indicator - 3

estimates production - 3

observed productivity - 3

regional economic - 3

franchising - 3

farm - 3

trends labor - 3

recessionary - 3

collateral - 3

database - 3

statistician - 3

exports firms - 3

supermarket - 3

spending - 3

regressing - 3

union - 3

business data - 3

startup - 3

businesses grow - 3

immigration - 3

shift - 3

utilization - 3

outsourcing - 3

immigrant - 3

migrant - 3

plants industries - 3

plant - 3

export growth - 3

businesses census - 3

consolidated - 3

tech - 3

producing - 3

productivity variation - 3

factor productivity - 3

Viewing papers 1 through 10 of 208


  • Working Paper

    Did Foreigners Pay America's Tariffs? Quantity Discounts, Scale Economies and Incomplete Pass-Through

    February 2026

    Working Paper Number:

    CES-26-17

    Transaction-level quantity discounts are a pervasive feature of US trade, shaping both price variation and tariff incidence. Using administrative microdata, we show that these discounts reflect transaction-level scale economies rather than market power. Accounting for these micro-level economies resolves a key puzzle: while observed import prices rose one-for-one with 2018-2019 US tariffs, we show this was driven by the loss of scale economies as transaction sizes collapsed. Controlling for this scale effect, the strategic pass-through of tariffs to scale-free prices falls to 60 percent, implying foreign exporters absorbed a significant share of the burden through reduced markups.
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  • Working Paper

    Establishment-Level Life Cycle and Analysts' Forecasts

    February 2026

    Working Paper Number:

    CES-26-12

    This paper examines how multi-unit firms' life-cycle stages affect analyst forecast accuracy. While prior studies focus on the firm-level life cycle, we utilize the Census data and focus on the establishment level. We find that analyst forecast accuracy is lower for multi-unit firms whose establishments are in different life-cycle stages than those in the same life-cycle stage. This finding suggests that the forecasting difficulty of more diversified firms can be attributed to the different life-cycle stages of each establishment. We also find that for firms whose units are in different stages, analyst forecast accuracy is lower if the establishments in earlier stages are larger (i.e., generate more revenue) than those in later stages. As a comparison, we estimate the life-cycle stages using firms' segment classifications in their 10-K filings. We find that analysts' forecast accuracy is lower when firms report fewer segments than the number of establishments, suggesting that aggregating more establishments for segment reporting could complicate analysts' forecasting. To our knowledge, this is the first study that focuses on the establishment-level life cycle. This study highlights that firm-level life cycles should not be taken without caution, as aggregating multiple units' life cycles may be misleading. In order to provide better forecasts to investors, analysts should have a deeper understanding of firms' subunits, especially when the establishments are in different life-cycle stages.
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  • Working Paper

    The U.S. Multinational Advantage during the 2008-2009 Financial Crisis: The Role of Services Trade

    January 2026

    Working Paper Number:

    CES-26-04

    We document the augmenting role of services exports in U.S. multinationals' goods-export growth during the global financial crisis. Using newly linked data on U.S. firms' foreign sales of goods and services and a triple-difference identification strategy combined with propensity-score matching, we find that compared to multinationals that only export goods (mono-exporters), multinationals that also export services to the same destination (bi-exporters) experienced higher goods-export growth. This result is driven by sales of intellectual property rights related to industrial processes (e.g., patents, trademarks). We also find higher growth in bi-exporters' foreign affiliate services sales and domestic employment in services sectors. These results reveal a pivotal role of services exports in supporting foreign demand for U.S. goods during the crisis.
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  • Working Paper

    Food Fight: U.S. Exporters' Adjustments to Russia's 2014 Agricultural Import Ban

    December 2025

    Working Paper Number:

    CES-25-79

    This paper examines the impact of Russia's 2014 food-import ban on U.S. firms that exported banned products to Russia. Using confidential customs transaction data, we implement triple-difference and dosage-response approaches to identify how firms adjust to the sudden loss of a market. Following the ban, treated firms experienced a 30 percentage-point decrease in the probability of exporting banned food to Russia relative to control firms. However, there is substantial heterogeneity by pre-ban reliance on the Russian market: heavily reliant firms were significantly less likely to survive once the ban was in place, and survivors experienced large reductions in revenue (19%) and total export value (49%) for each standard deviation increase in Russian market exposure. We find evidence of export redirection to neighboring countries, though it is insufficient to offset losses. Any negative impacts on survivors dissipate by five years post-ban.
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  • Working Paper

    Borrowing Constraints, Markups, and Misallocation

    December 2025

    Working Paper Number:

    CES-25-75

    We document new facts that link firms' markups to borrowing constraints: (1) less constrained firms within an industry have higher markups, especially in industries where assets are difficult to borrow against and firms rely more on earnings to borrow; (2) markup dispersion is also higher in industries where firms rely more on earnings to borrow. We explain these relationships using a standard Kimball demand model augmented with borrowing against assets and earnings. The key mechanism is a two-way feedback between markups and borrowing constraints. First, less constrained firms charge higher markups, as looser constraints allow them to attain larger market shares. Second, higher markups relax borrowing constraints when firms rely on earnings to borrow, as those with higher markups have higher earnings. This two-way feedback lowers TFP losses from markup dispersion, particularly when firms rely on earnings to borrow.
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  • Working Paper

    National Chains and Trends in Retail Productivity Dispersion

    September 2025

    Working Paper Number:

    CES-25-64

    Productivity dispersion within an industry is an important characteristic of the business environment, potentially reflecting factors such as market structure, production technologies, and reallocation frictions. The retail trade sector saw significant changes between 1987 and 2017, and dispersion statistics can help characterize how it evolved over this period. In this paper, we shed light on this transformation by developing public-use Dispersion Statistics on Productivity (DiSP) data for the retail sector for 1987 through 2017. We find that from 1987 through 2017, dispersion increased between retail stores at the bottom and middle of the productivity distribution. However, when we weight stores by employment dispersion, the middle of the distribution is lower initially and decreases over time. These patterns are consistent with a retail landscape featuring more and more activity taking place in chain stores with similar productivity. Firm-based dispersion measures exhibit a similar pattern. Further investigation reveals that there is substantial heterogeneity in dispersion levels across industries.
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  • Working Paper

    An Anatomy of U.S. Establishments' Trade Linkages in Global Value Chains

    June 2025

    Working Paper Number:

    CES-25-44

    Global value chains (GVC) are a pervasive feature of modern production, but they are hard to measure. Using confidential microdata from the U.S. Census Bureau, we develop novel measures of the linkages between U.S. manufacturing establishments' imports and exports. We find that for every dollar of exports, imported inputs represent 13 cents in 2002 and 20 cents by 2017. Examining GVC trade flows in a gravity framework, we find that these flows are higher within 'round-trip' (input and output market is the same) linkages, regional trade agreements, and multinational firm boundaries. The strong complementarities between input and output markets are muted by the proportionality assumptions embedded in global input-output tables. Finally, with an off-the-shelf model, we show the round-trip results can be obtained when firm-specific sourcing and exporting fixed costs are linked.
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  • Working Paper

    Private Equity and Workers: Modeling and Measuring Monopsony, Implicit Contracts, and Efficient Reallocation

    June 2025

    Working Paper Number:

    CES-25-37

    We measure the real effects of private equity buyouts on worker outcomes by building a new database that links transactions to matched employer-employee data in the United States. To guide our empirical analysis, we derive testable implications from three theories in which private equity managers alter worker outcomes: (1) exertion of monopsony power in concentrated markets, (2) breach of implicit contracts with targeted groups of workers, including managers and top earners, and (3) efficient reallocation of workers across plants. We do not find any evidence that private equity-backed firms vary wages and employment based on local labor market power proxies. Wage losses are also very similar for managers and top earners. Instead, we find strong evidence that private equity managers downsize less productive plants relative to productive plants while simultaneously reallocating high-wage workers to more productive plants. We conclude that post-buyout employment and wage dynamics are consistent with professional investors providing incentives to increase productivity and monitor the companies in which they invest.
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  • Working Paper

    Multi-Market Contact in International Trade; Evidence from U.S. Battery Exporters

    May 2025

    Working Paper Number:

    CES-25-32

    When competitors compete in more than one market they are said to have multi-market contact (MMC). Firms with MMC are more likely collude to avoid cross-market retaliation. This paper investigates the impact of MMC among U.S. battery exporters on the prices they set in foreign markets using confidential export transaction data provided by the U.S. Census Bureau. The ability of firms to exploit MMC for collusive gain in international markets can be both detrimental to import-dependent consumers and harder for anti-trust authorities to detect. Motivated by litigation finding evidence of collusive behavior by multi-national battery manufacturers, MMC has an upward effect on export prices set by U.S. battery exporters. These results are robust across different panel regression specifications using different measures of MMC.
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  • Working Paper

    Place Based Economic Development and Tribal Casinos

    April 2025

    Working Paper Number:

    CES-25-24

    Tribal lands in the U.S. have historically experienced some of the worst economic conditions in the nation. We review some existing research on the effect of American Indian tribal casinos on various measures of local economic development. This is an industry that began in the early 1990s and currently generates more than $40 billion annually. We also review the state of the literature on the effects of casino operations on communities in or adjacent to tribal areas. Using a new dataset linking individual and enterprise-level data longitudinally, this study examines the industry- and location-specific impacts of tribal casino operations. We focus in particular on the employment of American Indians. We document positive flows from unemployment and non-casino geographies to work in sectors related to casino operations. Tribal casinos differ from other standard place-based economic development projects in that they are focused on a single industry; we discuss these differences and note that some of the positive spillover effects may be similar to other, more standard place-based policies. Finally, we discuss additional and open-ended questions for future research on this topic.
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