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Papers Containing Tag(s): 'Bureau of Labor Statistics'

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Longitudinal Business Database - 138

Center for Economic Studies - 135

North American Industry Classification System - 131

Current Population Survey - 116

Longitudinal Employer Household Dynamics - 100

Bureau of Economic Analysis - 100

Internal Revenue Service - 96

National Science Foundation - 96

Standard Industrial Classification - 94

Employer Identification Numbers - 82

Annual Survey of Manufactures - 79

Ordinary Least Squares - 70

National Bureau of Economic Research - 70

Census Bureau Disclosure Review Board - 68

American Community Survey - 66

Economic Census - 65

Total Factor Productivity - 64

Census of Manufactures - 55

Social Security Administration - 55

Federal Statistical Research Data Center - 53

Metropolitan Statistical Area - 53

Business Register - 52

Federal Reserve Bank - 52

Quarterly Census of Employment and Wages - 49

Alfred P Sloan Foundation - 46

County Business Patterns - 43

Chicago Census Research Data Center - 43

Longitudinal Research Database - 43

Business Dynamics Statistics - 40

Survey of Income and Program Participation - 40

Census Bureau Business Register - 39

Social Security - 38

Disclosure Review Board - 37

Quarterly Workforce Indicators - 36

Decennial Census - 34

Standard Statistical Establishment List - 34

Department of Labor - 33

Unemployment Insurance - 32

Cornell University - 32

Protected Identification Key - 31

University of Chicago - 31

Research Data Center - 31

Social Security Number - 30

Special Sworn Status - 30

University of Maryland - 29

Service Annual Survey - 27

Federal Reserve System - 26

Census Bureau Longitudinal Business Database - 26

Cobb-Douglas - 25

Office of Management and Budget - 22

Local Employment Dynamics - 20

2010 Census - 19

International Trade Research Report - 19

American Economic Review - 19

Business Employment Dynamics - 19

Employer Characteristics File - 18

LEHD Program - 18

Longitudinal Firm Trade Transactions Database - 18

Department of Homeland Security - 18

Census of Manufacturing Firms - 18

Department of Economics - 17

Characteristics of Business Owners - 17

Financial, Insurance and Real Estate Industries - 17

Kauffman Foundation - 17

Occupational Employment Statistics - 16

National Institute on Aging - 16

Generalized Method of Moments - 16

Small Business Administration - 16

Retail Trade - 16

Permanent Plant Number - 16

Department of Commerce - 15

Organization for Economic Cooperation and Development - 15

Employment History File - 14

Postal Service - 14

National Income and Product Accounts - 14

Quarterly Journal of Economics - 14

Cornell Institute for Social and Economic Research - 14

Core Based Statistical Area - 14

IQR - 13

Herfindahl Hirschman Index - 13

Individual Characteristics File - 13

Master Address File - 13

Michigan Institute for Teaching and Research in Economics - 13

American Economic Association - 13

Harmonized System - 13

Journal of Economic Literature - 13

University of Michigan - 13

Standard Occupational Classification - 12

Office of Personnel Management - 12

National Longitudinal Survey of Youth - 12

Company Organization Survey - 12

Survey of Business Owners - 12

Bureau of Labor - 12

Patent and Trademark Office - 12

New York Times - 12

W-2 - 11

National Center for Health Statistics - 11

Board of Governors - 11

World Trade Organization - 11

PSID - 11

NBER Summer Institute - 11

New York University - 11

Current Employment Statistics - 11

TFPQ - 11

Labor Productivity - 11

Business Master File - 11

Labor Turnover Survey - 10

VAR - 10

Journal of Labor Economics - 10

Review of Economics and Statistics - 10

Census Bureau Center for Economic Studies - 10

Establishment Micro Properties - 10

Energy Information Administration - 9

Environmental Protection Agency - 9

COVID-19 - 9

Composite Person Record - 9

Department of Agriculture - 9

Successor Predecessor File - 9

AKM - 9

Journal of Political Economy - 9

Council of Economic Advisers - 9

Wholesale Trade - 9

Sloan Foundation - 9

Detailed Earnings Records - 9

Customs and Border Protection - 9

Information and Communication Technology Survey - 9

BLS Handbook of Methods - 9

Agency for Healthcare Research and Quality - 9

Employer-Household Dynamics - 8

Herfindahl-Hirschman - 8

Census of Retail Trade - 8

Annual Business Survey - 8

Integrated Longitudinal Business Database - 8

Accommodation and Food Services - 8

United States Census Bureau - 8

Ohio State University - 8

Columbia University - 8

General Accounting Office - 8

Boston College - 8

Technical Services - 8

Survey of Industrial Research and Development - 8

Urban Institute - 8

Person Validation System - 8

Securities and Exchange Commission - 8

Business Register Bridge - 8

UC Berkeley - 8

JOLTS - 8

Limited Liability Company - 8

Michigan Institute for Data Science - 8

Federal Tax Information - 8

Retirement History Survey - 8

University of California Los Angeles - 8

North American Industry Classi - 8

Journal of Economic Perspectives - 8

Census Bureau Business Dynamics Statistics - 8

Statistics Canada - 8

Economic Research Service - 8

Medical Expenditure Panel Survey - 8

Harvard University - 8

Administrative Records - 8

American Statistical Association - 8

Social and Economic Supplement - 7

National Institutes of Health - 7

Consumer Expenditure Survey - 7

Business R&D and Innovation Survey - 7

North American Free Trade Agreement - 7

National Establishment Time Series - 7

National Academy of Sciences - 7

Yale University - 7

United Nations - 7

Business Services - 7

COMPUSTAT - 7

Center for Administrative Records Research - 7

MIT Press - 7

American Housing Survey - 7

Census Industry Code - 7

National Employer Survey - 6

CDF - 6

Agriculture, Forestry - 6

Cumulative Density Function - 6

Department of Education - 6

Stanford University - 6

Earned Income Tax Credit - 6

Federal Trade Commission - 6

Department of Justice - 6

Management and Organizational Practices Survey - 6

Business Research and Development and Innovation Survey - 6

National Center for Science and Engineering Statistics - 6

Integrated Public Use Microdata Series - 6

Census Numident - 6

Ewing Marion Kauffman Foundation - 6

Annual Survey of Entrepreneurs - 6

Review of Economic Studies - 6

Center for Research in Security Prices - 6

Department of Housing and Urban Development - 6

Census of Services - 6

Business Formation Statistics - 6

Census 2000 - 6

Kauffman Firm Survey - 6

Department of Energy - 5

Oil and Gas Extraction - 5

Nonemployer Statistics - 5

Supplemental Nutrition Assistance Program - 5

Health and Retirement Study - 5

Educational Services - 5

University of Toronto - 5

International Trade Commission - 5

Russell Sage Foundation - 5

2SLS - 5

Disability Insurance - 5

Personally Identifiable Information - 5

Federal Reserve Bank of Chicago - 5

TFPR - 5

Indian Health Service - 5

Public Administration - 5

Initial Public Offering - 5

George Mason University - 5

Stern School of Business - 5

Georgetown University - 5

World Bank - 5

Fabricated Metal Products - 5

Centers for Disease Control and Prevention - 4

Survey of Consumer Finances - 4

Arts, Entertainment - 4

IZA - 4

Heckscher-Ohlin - 4

Data Management System - 4

Person Identification Validation System - 4

Paycheck Protection Program - 4

Princeton University - 4

European Commission - 4

Housing and Urban Development - 4

ASEC - 4

Professional Services - 4

Foreign Direct Investment - 4

1940 Census - 4

Journal of Human Resources - 4

National Health Interview Survey - 4

Linear Probability Models - 4

Temporary Assistance for Needy Families - 4

Department of Defense - 4

Public Use Micro Sample - 4

State Energy Data System - 4

Wal-Mart - 4

Federal Insurance Contribution Act - 4

Commodity Flow Survey - 4

Journal of International Economics - 4

International Standard Industrial Classification - 4

Securities Data Company - 4

Penn State University - 4

Pollution Abatement Costs and Expenditures - 4

National Research Council - 4

Consolidated Metropolitan Statistical Areas - 4

Legal Form of Organization - 3

MAF-ARF - 3

Minnesota Population Center - 3

Adjusted Gross Income - 3

MTO - 3

Citizenship and Immigration Services - 3

New England County Metropolitan - 3

Computer Assisted Personal Interview - 3

SSA Numident - 3

Current Population Survey Annual Social and Economic Supplement - 3

Manufacturing Energy Consumption Survey - 3

European Union - 3

Pew Research Center - 3

PIKed - 3

Federal Government - 3

CAAA - 3

Health Care and Social Assistance - 3

HHS - 3

Value Added - 3

Research and Development - 3

Princeton University Press - 3

Probability Density Function - 3

IBM - 3

Census Bureau Master Address File - 3

Summary Earnings Records - 3

Duke University - 3

Society of Labor Economists - 3

Social Security Disability Insurance - 3

Journal of Econometrics - 3

Insurance Information Institute - 3

Sample Edited Detail File - 3

Supreme Court - 3

Boston Research Data Center - 3

Electronic Data Interchange - 3

Chicago RDC - 3

E32 - 3

WECD - 3

Cambridge University Press - 3

employed - 99

employ - 98

labor - 97

workforce - 91

recession - 79

payroll - 71

employee - 67

manufacturing - 62

growth - 60

earnings - 60

econometric - 60

economist - 59

production - 58

sector - 56

industrial - 55

macroeconomic - 54

survey - 51

market - 50

sale - 49

quarterly - 48

expenditure - 44

enterprise - 44

revenue - 41

demand - 40

entrepreneurship - 38

worker - 37

estimating - 37

agency - 35

labor statistics - 34

gdp - 34

endogeneity - 34

economically - 32

report - 32

statistical - 31

job - 30

entrepreneur - 30

employment growth - 30

occupation - 28

respondent - 28

census employment - 28

investment - 28

aggregate - 28

unemployed - 27

efficiency - 26

hiring - 26

salary - 26

trend - 25

census bureau - 25

employment data - 25

productivity growth - 25

layoff - 24

entrepreneurial - 24

employment statistics - 24

longitudinal - 24

estimation - 24

produce - 24

earner - 23

company - 23

establishment - 23

industry productivity - 22

data - 22

microdata - 21

proprietor - 20

productive - 20

employment dynamics - 20

economic census - 20

earn - 19

data census - 19

census data - 19

export - 19

acquisition - 19

innovation - 19

hire - 19

organizational - 19

estimates employment - 19

workplace - 19

unemployment rates - 18

finance - 18

profit - 18

financial - 18

regress - 17

proprietorship - 17

incentive - 17

research census - 17

corporation - 17

spillover - 16

growth productivity - 16

metropolitan - 16

regression - 16

work census - 15

employment estimates - 15

labor productivity - 15

manufacturer - 15

shift - 14

population - 14

welfare - 14

employment unemployment - 14

employee data - 14

profitability - 14

technological - 14

insurance - 14

housing - 14

residential - 14

state - 14

accounting - 14

tenure - 14

relocation - 13

disparity - 13

inventory - 13

productivity dispersion - 13

recessionary - 13

import - 13

monopolistic - 13

depreciation - 13

leverage - 13

econometrician - 13

employment count - 13

socioeconomic - 12

retailer - 12

wholesale - 12

retail - 12

filing - 12

irs - 12

enrollment - 12

poverty - 12

resident - 12

price - 12

firms productivity - 12

heterogeneity - 12

specialization - 12

productivity dynamics - 12

multinational - 12

startup - 12

venture - 12

clerical - 12

employing - 12

turnover - 12

aggregation - 12

rates employment - 11

bias - 11

discrimination - 11

information census - 11

hispanic - 11

employer household - 11

regional - 11

decline - 11

statistician - 11

declining - 11

merger - 11

minority - 10

disadvantaged - 10

labor markets - 10

consumption - 10

residence - 10

tariff - 10

disclosure - 10

financing - 10

corporate - 10

federal - 10

cost - 10

average - 10

outsourcing - 10

regressing - 10

coverage - 10

datasets - 10

regulation - 10

employment flows - 9

migration - 9

relocate - 9

commerce - 9

incorporated - 9

state employment - 9

compensation - 9

censuses surveys - 9

2010 census - 9

rural - 9

debt - 9

neighborhood - 9

investor - 9

equity - 9

factor productivity - 9

younger firms - 9

immigrant - 9

longitudinal employer - 9

employment trends - 9

commodity - 9

competitor - 9

productivity measures - 9

aggregate productivity - 9

reallocation productivity - 9

analysis - 9

indicator - 9

workforce indicators - 9

exporter - 9

business data - 9

founder - 9

endogenous - 9

decade - 9

aging - 9

researcher - 9

region - 9

dispersion productivity - 8

sector productivity - 8

prevalence - 8

consumer - 8

loan - 8

patent - 8

prospect - 8

innovate - 8

relocating - 8

woman - 8

geographically - 8

shock - 8

bankruptcy - 8

product - 8

sourcing - 8

productivity increases - 8

trends employment - 8

buyer - 8

yearly - 8

measures employment - 8

mobility - 8

trends labor - 8

wages productivity - 8

ownership - 8

retirement - 8

area - 8

exogeneity - 7

measures productivity - 7

effects employment - 7

unemployment insurance - 7

benefit - 7

union - 7

agriculture - 7

inflation - 7

spending - 7

ethnicity - 7

census survey - 7

technology - 7

productivity estimates - 7

stock - 7

wage growth - 7

firms employment - 7

firms young - 7

warehousing - 7

wealth - 7

home - 7

firms census - 7

estimator - 7

use census - 7

tax - 7

employment earnings - 7

forecast - 7

department - 7

record - 7

policy - 7

worker demographics - 7

classified - 7

classification - 7

subsidiary - 7

externality - 7

businesses census - 7

census years - 7

surveys censuses - 7

rent - 7

census business - 7

employment measures - 7

opportunity - 7

census research - 7

factory - 7

empirical - 7

grocery - 6

productivity variation - 6

good - 6

lender - 6

racial - 6

race - 6

shareholder - 6

job growth - 6

outsourced - 6

gender - 6

pricing - 6

firms grow - 6

industry growth - 6

quantity - 6

discrepancy - 6

autoregressive - 6

rate - 6

contract - 6

utilization - 6

emission - 6

industry variation - 6

econometrically - 6

recession employment - 6

rates productivity - 6

shipment - 6

exporting - 6

custom - 6

database - 6

startup firms - 6

segregation - 6

imputation - 6

supplier - 6

analysis productivity - 6

employment recession - 6

economic statistics - 6

confidentiality - 6

firm growth - 6

producing - 6

growth firms - 6

owned businesses - 6

study - 6

restructuring - 6

agglomeration economies - 6

agglomeration - 6

capital - 6

warehouse - 5

productivity analysis - 5

percentile - 5

businesses grow - 5

compliance - 5

country - 5

community - 5

eligibility - 5

gain - 5

purchase - 5

lending - 5

credit - 5

employment effects - 5

household surveys - 5

productivity shocks - 5

city - 5

immigration - 5

migrate - 5

migrating - 5

earnings age - 5

insured - 5

bank - 5

funding - 5

prices products - 5

competitiveness - 5

migrant - 5

income data - 5

sectoral - 5

industry concentration - 5

analyst - 5

imported - 5

importer - 5

ethnic - 5

medicare - 5

healthcare - 5

regulatory - 5

industrial classification - 5

classifying - 5

epa - 5

productivity differences - 5

regulation productivity - 5

reporting - 5

workers earnings - 5

foreign - 5

regional economic - 5

associate - 5

trading - 5

downturn - 5

employment wages - 5

industry employment - 5

increase employment - 5

estimates productivity - 5

fluctuation - 5

innovative - 5

ssa - 5

information - 5

industry output - 5

profitable - 5

owner - 5

research - 5

volatility - 5

subsidy - 5

merchandise - 4

small businesses - 4

crime - 4

assessed - 4

provided census - 4

pandemic - 4

rurality - 4

creditor - 4

town - 4

sociology - 4

takeover - 4

invention - 4

manufacturing productivity - 4

unobserved - 4

advantage - 4

investing - 4

patenting - 4

wage regressions - 4

urbanization - 4

larger firms - 4

borrowing - 4

borrow - 4

substitute - 4

survey income - 4

level productivity - 4

expense - 4

income survey - 4

black - 4

white - 4

matching - 4

medicaid - 4

earnings employees - 4

earnings workers - 4

observed productivity - 4

plant productivity - 4

monopolistically - 4

franchising - 4

restaurant - 4

executive - 4

tech - 4

importing - 4

exported - 4

census use - 4

public - 4

startups employees - 4

wage gap - 4

collateral - 4

transition - 4

impact - 4

exogenous - 4

firm dynamics - 4

pension - 4

health insurance - 4

insurance coverage - 4

linked census - 4

census file - 4

wage data - 4

privacy - 4

innovator - 4

productivity firms - 4

effect wages - 4

international trade - 4

growth employment - 4

business owners - 4

dependent - 4

moving - 4

commute - 4

productivity wage - 4

yield - 4

employment entrepreneurship - 4

heterogeneous - 4

retailing - 4

coverage employer - 4

pollution - 4

environmental - 4

statistical agencies - 4

capital productivity - 4

educated - 4

distribution - 3

mandate - 3

employed census - 3

childcare - 3

poorer - 3

trade costs - 3

borrower - 3

citizen - 3

investment productivity - 3

innovation productivity - 3

innovating - 3

invest - 3

firms age - 3

urban - 3

risk - 3

security - 3

midwest - 3

firms size - 3

banking - 3

renter - 3

disaster - 3

estimates production - 3

policymakers - 3

impact employment - 3

consolidated - 3

taxpayer - 3

1040 - 3

enforcement - 3

latino - 3

refinery - 3

renewable - 3

corp - 3

elasticity - 3

uninsured - 3

maternal - 3

export market - 3

employment production - 3

establishments data - 3

business startups - 3

small firms - 3

customer - 3

technology adoption - 3

subsidized - 3

fiscal - 3

employment distribution - 3

budget - 3

parental - 3

fertility - 3

wages production - 3

wage industries - 3

firm innovation - 3

premium - 3

enrollee - 3

insurance premiums - 3

manager - 3

oligopolistic - 3

oligopoly - 3

publicly - 3

industry wages - 3

practices productivity - 3

liquidation - 3

bankrupt - 3

debtor - 3

manufacturing industries - 3

wage differences - 3

survey data - 3

statistical disclosure - 3

women earnings - 3

characteristics businesses - 3

income year - 3

assessing - 3

generation - 3

taxation - 3

agricultural - 3

inference - 3

intergenerational - 3

family - 3

foreign trade - 3

exemption - 3

regressors - 3

diversify - 3

environmental regulation - 3

polluting - 3

employment changes - 3

equilibrium - 3

geography - 3

race census - 3

conglomerate - 3

diversification - 3

retiree - 3

segregated - 3

efficient - 3

firms plants - 3

Viewing papers 291 through 300 of 340


  • Working Paper

    Earnings Mobility in the US: A New Look at Intergenerational Inequality

    May 2002

    Working Paper Number:

    CES-02-11

    This study uses a new data set that contains the Social Security earnings histories of parents and children in the 1984 Survey of Income and Program Participation, to measure the intergenerational elasticity in earnings in the United States. Earlier studies that found an intergenerational elasticity of 0.4 have typically used only up to five-year averages of fathers' earnings to measure fathers' permanent earnings. However, dynamic earnings models that allow for serial correlation in transitory shocks to earnings imply that using such a short time span may lead to estimates that are biased down by nearly 30 percent. Indeed, by using many more years of fathers' earnings than earlier studies, the intergenerational elasticity between fathers and sons is estimated to be around 0.6 implying significantly less mobility in the U.S. than previous research indicated. The elasticity in earnings between fathers and daughters is of a similar magnitude. The evidence also suggests that family income has an even larger effect than fathers' earnings on children's future labor market success. The elasticity of earnings is higher for families with low net worth, offering some empirical support for theoretical models that predict differences due to borrowing constraints. Some evidence of a higher elasticity among blacks is found but the results are not conclusive.
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  • Working Paper

    Unlocking the Information in Integrated Social Data

    May 2002

    Authors: John M. Abowd

    Working Paper Number:

    tp-2002-21

    View Full Paper PDF
  • Working Paper

    The Measurement of Human Capital in the U.S. Economy

    April 2002

    Working Paper Number:

    tp-2002-09

    We develop a new approach to measuring human capital that permits the distinction of both observable and unobservable dimensions of skill by associating human capital with the portable part of an individual's wage rate. Using new large-scale, integrated employer-employee data containing information on 68 million individuals and 3.6 million firms, we explain a very large proportion (84%) of the total variation in wages rates and attribute substantial variation to both individual and employer heterogeneity. While the wage distribution remained largely unchanged between 1992-1997, we document a pronounced right shift in the overall distribution of human capital. Most workers entering our sample, while less experienced, were otherwise more highly skilled, a difference which can be attributed almost exclusively to unobservables. Nevertheless, compared to exiters and continuers, entrants exhibited a greater tendency to match to firms paying below average internal wages. Firms reduced employment shares of low skilled workers and increased employment shares of high skilled workers in virtually every industry. Our results strongly suggest that the distribution of human capital will continue to shift to the right, implying a continuing up-skilling of the employed labor force.
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  • Working Paper

    Employment that is not covered by state unemployment

    January 2002

    Authors: David W. Stevens

    Working Paper Number:

    tp-2002-16

    View Full Paper PDF
  • Working Paper

    New Uses of Health and Pension Information

    January 2002

    Authors: Julia I. Lane

    Working Paper Number:

    tp-2002-03

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  • Working Paper

    Changing the Boundaries of the Firm: Changes in the Clustering of Human Capital

    January 2002

    Working Paper Number:

    tp-2002-02

    View Full Paper PDF
  • Working Paper

    When Do Firms Shift Production Across States to Avoid Environmental Regulation?

    December 2001

    Working Paper Number:

    CES-01-18

    This paper examines whether a firm's allocation of production across its plants responds to the environmental regulation faced by those plants, as measured by differences in stringency across states. We also test whether sensitivity to regulation differs based on differences across firms in compliance behavior and/or differences across states in industry importance and concentration. We use Census data for the paper and oil industries to measure the share of each state in each firm's production during the 1967-1992 period. We use several measures of state environmental stringency and test for interactions between regulatory stringency and three factors: the firm's overall compliance rate, a Herfindahl index of industry concentration in the state, and the industry's share in the state economy. We find significant results for the paper industry: firms allocate smaller production shares to states with stricter regulations. This impact is concentrated among firms with low compliance rates, suggesting that low compliance rates are due to high compliance costs, not low compliance benefits. The interactions between stringency and industry characteristics are less often significant, but suggest that the paper industry is more affected by regulation where it is larger or more concentrated. Our results are weaker for the oil industry, reflecting either less opportunity to shift production across states or a greater impact of environmental regulation on paper mills.
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  • Working Paper

    Within and Between Firm Changes in Human Capital, Technology, and Productivity Preliminary and incomplete

    December 2001

    Working Paper Number:

    tp-2001-03

    View Full Paper PDF
  • Working Paper

    Output Market Segmentation and Productivity

    June 2001

    Authors: Chad Syverson

    Working Paper Number:

    CES-01-07

    Recent empirical investigations have shown enormous plant-level productivity heterogeneity, even within narrowly defined industries. Most of the theoretical explanations for this have focused on factors that influence the production process, such as idiosyncratic technology shocks or input price differences. I claim that characteristics of the output demand markets can also have predictable influences on the plant-level productivity distribution within an industry. Specifically, an industry's degree of output market segmentation (i.e., the substitutability of one plant's output for another's in that industry) should impact the dispersion and central tendency of the industry's plant-level productivity distribution. I test this notion empirically by seeing if measurable cross-sectional variation in market segmentation affects moments of industry's plant-level productivity distribution moments. I find significant and robust evidence consistent with this notion.
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  • Working Paper

    Market Structure and Productivity: A Concrete Example

    June 2001

    Authors: Chad Syverson

    Working Paper Number:

    CES-01-06

    This paper shows that imperfect output substitutability explains part of the observed persistent plant-level productivity dispersion. Specifically, as substitutability in a market increases, the market's productivity distribution exhibits falling dispersion and higher central tendency. The proposed mechanism behind this result is truncation of the distribution from below as increased substitutability shifts demand to lower-cost plants and drives inefficient plants out of business. In a case study of the ready-mixed concrete industry, I examine the impact of one manifestation of this effect, driven by geographic market segmentation resulting from transport costs. A theoretical foundation is presented characterizing how differences in the density of local demand impact the number of producers and the ability of customers to choose between suppliers, and through this, the equilibrium productivity and output levels across regions. I also introduce a new method of obtaining plant-level productivity estimates that is well suited to this application and avoids potential shortfalls of commonly used procedures. I use these estimates to empirically test the presented theory, and the results support the predictions of the model. Local demand density has a significant influence on the shape of plant-level productivity distributions, and accounts for part of the observed intra-industry variation in productivity, both between and within given market areas.
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