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Papers Containing Tag(s): 'Center for Economic Studies'

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Standard Industrial Classification - 135

Bureau of Labor Statistics - 134

North American Industry Classification System - 134

Longitudinal Business Database - 124

Longitudinal Research Database - 122

Annual Survey of Manufactures - 121

Internal Revenue Service - 110

National Science Foundation - 108

Bureau of Economic Analysis - 106

Ordinary Least Squares - 96

Census of Manufactures - 87

Total Factor Productivity - 87

National Bureau of Economic Research - 79

Economic Census - 71

Employer Identification Numbers - 66

Census Bureau Disclosure Review Board - 65

Current Population Survey - 64

Business Register - 60

Metropolitan Statistical Area - 59

Longitudinal Employer Household Dynamics - 58

Standard Statistical Establishment List - 58

Federal Statistical Research Data Center - 57

Cobb-Douglas - 57

American Community Survey - 53

Research Data Center - 51

Social Security Administration - 50

Federal Reserve Bank - 46

Chicago Census Research Data Center - 46

County Business Patterns - 45

Decennial Census - 44

Census Bureau Business Register - 41

Special Sworn Status - 39

Disclosure Review Board - 37

Service Annual Survey - 37

Business Dynamics Statistics - 35

Census of Manufacturing Firms - 34

Characteristics of Business Owners - 34

Census Bureau Longitudinal Business Database - 34

University of Chicago - 32

Organization for Economic Cooperation and Development - 31

Quarterly Census of Employment and Wages - 30

Small Business Administration - 30

Survey of Income and Program Participation - 29

Quarterly Workforce Indicators - 28

Longitudinal Firm Trade Transactions Database - 28

Environmental Protection Agency - 27

Protected Identification Key - 26

Office of Management and Budget - 26

Social Security - 26

Department of Commerce - 26

Federal Reserve System - 25

Generalized Method of Moments - 25

University of Maryland - 25

Cornell University - 24

Social Security Number - 24

Permanent Plant Number - 24

2010 Census - 23

Alfred P Sloan Foundation - 23

American Economic Review - 23

Unemployment Insurance - 22

Census Bureau Center for Economic Studies - 22

Harmonized System - 21

Postal Service - 21

Pollution Abatement Costs and Expenditures - 21

Journal of Economic Literature - 20

Company Organization Survey - 19

Department of Homeland Security - 17

Department of Labor - 17

Kauffman Foundation - 17

Review of Economics and Statistics - 17

Core Based Statistical Area - 16

Department of Agriculture - 16

Wholesale Trade - 16

American Economic Association - 16

Medical Expenditure Panel Survey - 16

World Bank - 16

Master Address File - 15

Board of Governors - 15

Statistics Canada - 15

Financial, Insurance and Real Estate Industries - 14

Retail Trade - 14

University of Michigan - 14

National Longitudinal Survey of Youth - 13

Department of Economics - 13

World Trade Organization - 13

Securities and Exchange Commission - 13

Census of Retail Trade - 13

MIT Press - 13

Survey of Manufacturing Technology - 13

American Statistical Association - 13

New England County Metropolitan - 13

Local Employment Dynamics - 12

National Center for Health Statistics - 12

Customs and Border Protection - 12

Energy Information Administration - 12

TFPQ - 12

Quarterly Journal of Economics - 12

Journal of Political Economy - 12

Boston Research Data Center - 12

WECD - 12

1940 Census - 11

United States Census Bureau - 11

Employment History File - 11

Employer Characteristics File - 11

Individual Characteristics File - 11

Fabricated Metal Products - 11

Accommodation and Food Services - 11

Business Employment Dynamics - 11

Survey of Industrial Research and Development - 11

Manufacturing Energy Consumption Survey - 11

Michigan Institute for Teaching and Research in Economics - 11

National Income and Product Accounts - 11

Information and Communication Technology Survey - 11

Foreign Direct Investment - 11

Administrative Records - 11

Agency for Healthcare Research and Quality - 11

International Trade Research Report - 11

PSID - 11

European Union - 10

Technical Services - 10

Survey of Business Owners - 10

National Establishment Time Series - 10

Harvard University - 10

Cornell Institute for Social and Economic Research - 10

UC Berkeley - 10

Public Use Micro Sample - 10

American Housing Survey - 10

Cambridge University Press - 10

Columbia University - 10

Establishment Micro Properties - 10

PAOC - 10

LEHD Program - 9

Composite Person Record - 9

Integrated Longitudinal Business Database - 9

United Nations - 9

COVID-19 - 9

NBER Summer Institute - 9

Boston College - 9

Current Employment Statistics - 9

Heckscher-Ohlin - 9

Business Master File - 9

Center for Research in Security Prices - 9

Office of Personnel Management - 8

Commodity Flow Survey - 8

Arts, Entertainment - 8

Management and Organizational Practices Survey - 8

National Employer Survey - 8

Federal Tax Information - 8

New York University - 8

Duke University - 8

Bureau of Labor - 8

Patent and Trademark Office - 8

IQR - 8

Probability Density Function - 8

International Standard Industrial Classification - 8

North American Industry Classi - 8

Review of Economic Studies - 8

Journal of Economic Perspectives - 8

Sloan Foundation - 8

Geographic Information Systems - 8

Journal of Labor Economics - 8

Urban Institute - 8

Journal of International Economics - 8

New York Times - 8

Federal Trade Commission - 8

National Research Council - 8

Consolidated Metropolitan Statistical Areas - 8

Schools Under Registration Review - 8

MAFID - 7

CDF - 7

Cumulative Density Function - 7

Department of Health and Human Services - 7

Federal Register - 7

Person Validation System - 7

VAR - 7

Business Research and Development and Innovation Survey - 7

Business Services - 7

Princeton University - 7

Citizenship and Immigration Services - 7

Regional Economic Information System - 7

Census of Services - 7

Michigan Institute for Data Science - 7

Employer-Household Dynamics - 7

TFPR - 7

Public Administration - 7

Council of Economic Advisers - 7

Russell Sage Foundation - 7

Herfindahl Hirschman Index - 7

Securities Data Company - 7

Business Register Bridge - 7

BLS Handbook of Methods - 7

North American Free Trade Agreement - 7

Sample Edited Detail File - 7

COMPUSTAT - 7

Yale University - 7

Occupational Employment Statistics - 6

Stanford University - 6

Annual Business Survey - 6

Health Care and Social Assistance - 6

Personally Identifiable Information - 6

Housing and Urban Development - 6

Department of Housing and Urban Development - 6

Paycheck Protection Program - 6

Department of Energy - 6

Data Management System - 6

Economic Research Service - 6

W-2 - 6

University of Toronto - 6

National Academy of Sciences - 6

State Energy Data System - 6

Standard Occupational Classification - 6

Successor Predecessor File - 6

Wal-Mart - 6

Labor Productivity - 6

Initial Public Offering - 6

Kauffman Firm Survey - 6

National Institutes of Health - 6

University of California Los Angeles - 6

Census Bureau Business Dynamics Statistics - 6

National Ambient Air Quality Standards - 6

Computer Aided Design - 6

Agriculture, Forestry - 5

Department of Education - 5

Consumer Expenditure Survey - 5

Individual Taxpayer Identification Numbers - 5

Medicaid Services - 5

Census Numident - 5

Ewing Marion Kauffman Foundation - 5

National Center for Science and Engineering Statistics - 5

IBM - 5

Insurance Information Institute - 5

Net Present Value - 5

Earned Income Tax Credit - 5

Harvard Business School - 5

Code of Federal Regulations - 5

Washington University - 5

Indian Health Service - 5

Retirement History Survey - 5

Georgetown University - 5

Limited Liability Company - 5

National Institute on Aging - 5

National Opinion Research Center - 5

Herfindahl-Hirschman - 5

Journal of Econometrics - 5

Business R&D and Innovation Survey - 5

Auxiliary Establishment Survey - 5

Census 2000 - 5

Census Industry Code - 5

Toxics Release Inventory - 5

Electronic Data Interchange - 5

Census Edited File - 4

Some Other Race - 4

Health and Retirement Study - 4

Educational Services - 4

Professional Services - 4

IZA - 4

Annual Survey of Entrepreneurs - 4

General Accounting Office - 4

Federal Insurance Contribution Act - 4

SSA Numident - 4

Penn State University - 4

Person Identification Validation System - 4

Integrated Public Use Microdata Series - 4

Supreme Court - 4

Business Formation Statistics - 4

Princeton University Press - 4

Department of Defense - 4

HHS - 4

Department of Justice - 4

Detailed Earnings Records - 4

Journal of Human Resources - 4

Computer Network Use Supplement - 4

Value Added - 4

International Trade Commission - 4

General Education Development - 3

MAF-ARF - 3

Nonemployer Statistics - 3

Centers for Medicare - 3

AKM - 3

E32 - 3

Temporary Assistance for Needy Families - 3

Census Bureau Master Address File - 3

Federal Reserve Bank of Chicago - 3

University of Minnesota - 3

CAAA - 3

Summary Earnings Records - 3

Social and Economic Supplement - 3

Carnegie Mellon University - 3

Survey of Consumer Finances - 3

John Haltiwanger - 26

Ron Jarmin - 19

Lucia Foster - 16

Robert H Mcguckin - 14

Lars Vilhuber - 13

Javier Miranda - 13

Sang V Nguyen - 13

Peter Schott - 12

Andrew Bernard - 12

Alicia Robb - 11

Stephen Redding - 11

Cheryl Grim - 11

Randy Becker - 11

John M. Abowd - 10

J. Bradford Jensen - 10

Alice Zawacki - 9

Henry Hyatt - 9

Ronald J Shadbegian - 9

Timothy Bates - 9

Martha Stinson - 8

Wayne B Gray - 8

Nathan Goldschlag - 7

Steven J. Davis - 7

Zoltan Wolf - 7

Teresa C. Fort - 7

Kevin L. McKinney - 7

C.J. Krizan - 7

Emin Dinlersoz - 7

Catherine Armington - 7

Mark J. Kutzbach - 6

Fariha Kamal - 6

T. Kirk White - 6

Zoltan J Acs - 6

Kenneth R Troske - 6

Ryan Monarch - 5

J. David Brown - 5

Peter J. Klenow - 5

Scott Ohlmacher - 5

Kristin McCue - 5

Shawn Klimek - 5

Gordon M Phillips - 5

Robert Fairlie - 5

Mary L Streitwieser - 5

Judith Hellerstein - 5

David Neumark - 5

Matthew R. Graham - 4

Andrew Foote - 4

Catherine Buffington - 4

Melissa Chow - 4

Emek Basker - 4

Ariel J. Binder - 4

Christopher Goetz - 4

Erika McEntarfer - 4

Lawrence Warren - 4

Thomas Chemmanur - 4

Kristin Sandusky - 4

Timothy Dunne - 4

Thomas Kemeny - 4

Abigail Cooke - 4

Michael Ollinger - 4

Daniel Weinberg - 4

Julia I. Lane - 4

Alfred R Nucci - 4

Ethan Lewis - 3

Robert Ashmead - 3

Daniel Kifer - 3

Philip Leclerc - 3

Rolando A. Rodríguez - 3

Tamara Adams - 3

David Darais - 3

Sourya Dey - 3

Simson L. Garfinkel - 3

Scott Moore - 3

Ramy N. Tadros - 3

Colin J. Hottman - 3

Aaron Flaaen - 3

Todd Gardner - 3

Nicholas Bloom - 3

Jonathan Eggleston - 3

Gale Boyd - 3

G. Jacob Blackwood - 3

Jay Stewart - 3

Matthew D. Shapiro - 3

Jose Asturias - 3

Wei Ouyang - 3

James Tybout - 3

Chang-Tai Hsieh - 3

Moises Yi - 3

Hubert P. Janicki - 3

David L. Rigby - 3

James R. Spletzer - 3

Antoine Gervais - 3

Allan Collard-Wexler - 3

Vojislav Maksimovic - 3

B.K. Atrostic - 3

Julie Silva - 3

Daniel Wilson - 3

Adela Luque - 3

Michael Gort - 3

William J Carrington - 3

Douglas W Dwyer - 3

Suzanne Peck - 3

James D Adams - 3

production - 129

manufacturing - 120

econometric - 98

industrial - 93

market - 84

growth - 83

labor - 80

employ - 76

sector - 76

economist - 75

expenditure - 71

employed - 70

macroeconomic - 69

workforce - 67

sale - 67

enterprise - 64

recession - 61

produce - 60

estimating - 60

survey - 56

gdp - 54

payroll - 52

export - 52

demand - 50

company - 50

employee - 47

investment - 46

establishment - 45

revenue - 41

earnings - 41

manufacturer - 39

innovation - 38

agency - 37

aggregate - 37

statistical - 36

entrepreneurship - 36

quarterly - 36

efficiency - 36

data - 35

respondent - 34

endogeneity - 34

estimation - 33

entrepreneur - 33

report - 32

economically - 32

cost - 32

acquisition - 31

profit - 31

worker - 31

import - 30

exporter - 30

technological - 30

metropolitan - 28

productivity growth - 28

consumption - 27

monopolistic - 27

proprietorship - 27

microdata - 27

population - 26

entrepreneurial - 26

employment growth - 26

factory - 26

productive - 26

merger - 26

census data - 25

organizational - 25

job - 25

regression - 25

venture - 24

industry productivity - 24

multinational - 23

emission - 23

heterogeneity - 23

census bureau - 22

spillover - 22

corporation - 22

data census - 22

occupation - 22

pollution - 22

economic census - 21

price - 21

state - 21

finance - 21

technology - 21

profitability - 21

regulation - 21

regulatory - 21

environmental - 21

hispanic - 20

wholesale - 20

datasets - 20

regional - 20

epa - 20

depreciation - 20

workplace - 20

minority - 19

exporting - 19

immigrant - 19

incorporated - 19

financial - 19

product - 19

econometrician - 19

hiring - 18

ethnicity - 18

employment data - 18

commodity - 18

salary - 18

analysis - 18

record - 18

ethnic - 18

city - 17

longitudinal - 17

impact - 17

tariff - 17

aggregation - 17

employment statistics - 16

area - 16

housing - 16

residential - 16

resident - 16

specialization - 16

inventory - 16

immigration - 16

geographically - 16

polluting - 16

capital - 16

country - 15

trading - 15

importer - 15

agriculture - 15

neighborhood - 15

trend - 15

labor productivity - 15

estimates employment - 15

productivity measures - 15

coverage - 15

plant productivity - 15

statistician - 15

ownership - 15

disparity - 14

residence - 14

region - 14

employment dynamics - 14

patent - 14

pricing - 14

competitor - 14

segregation - 14

accounting - 14

pollutant - 14

census employment - 13

shipment - 13

urban - 13

disclosure - 13

endogenous - 13

competitiveness - 13

productivity dynamics - 13

labor statistics - 13

productivity dispersion - 13

takeover - 13

acquirer - 13

study - 13

work census - 12

good - 12

international trade - 12

firms export - 12

exported - 12

rural - 12

proprietor - 12

migrant - 12

monopolistically - 12

corporate - 12

employing - 12

supplier - 12

custom - 12

database - 12

estimates productivity - 12

expense - 12

racial - 12

diversification - 12

environmental regulation - 12

discrimination - 11

disadvantaged - 11

employee data - 11

imported - 11

census survey - 11

subsidy - 11

exogeneity - 11

financing - 11

longitudinal employer - 11

factor productivity - 11

subsidiary - 11

employment estimates - 11

federal - 11

growth productivity - 11

research - 11

innovator - 11

aggregate productivity - 11

retail - 11

insurance - 11

quantity - 11

measures productivity - 11

foreign - 11

business data - 11

owner - 11

compliance - 10

use census - 10

spending - 10

importing - 10

layoff - 10

sectoral - 10

producing - 10

incentive - 10

estimator - 10

healthcare - 10

earn - 10

plants industry - 10

wages productivity - 10

agricultural - 10

stock - 10

productivity plants - 10

black - 10

pollution abatement - 10

investing - 10

shareholder - 10

plant - 10

efficient - 10

profitable - 10

assessed - 9

information census - 9

irs - 9

research census - 9

consumer - 9

urbanization - 9

geography - 9

geographic - 9

relocation - 9

migration - 9

poverty - 9

hire - 9

warehousing - 9

development - 9

invention - 9

patenting - 9

imputation - 9

fuel - 9

estimates production - 9

rent - 9

substitute - 9

average - 9

citizen - 9

commerce - 9

industry growth - 9

unemployed - 9

analyst - 9

department - 9

refinery - 9

tax - 9

buyer - 9

managerial - 9

analysis productivity - 9

empirical - 9

firms census - 9

innovate - 9

white - 9

welfare - 8

labor markets - 8

inflation - 8

trade costs - 8

town - 8

mobility - 8

relocate - 8

medicaid - 8

productivity estimates - 8

externality - 8

advantage - 8

unemployment rates - 8

productivity increases - 8

firms grow - 8

reallocation productivity - 8

retailer - 8

native - 8

indicator - 8

turnover - 8

classified - 8

regulation productivity - 8

textile - 8

manager - 8

management - 8

census research - 8

rates employment - 8

researcher - 8

strategic - 8

employment wages - 8

race - 8

segregated - 8

heterogeneous - 8

regional economic - 8

statistical agencies - 8

employment flows - 8

regulated - 8

abatement expenditures - 8

costs pollution - 8

environmental expenditures - 8

polluting industries - 8

invest - 8

owned businesses - 8

percentile - 7

2010 census - 7

sourcing - 7

suburb - 7

startup - 7

wage growth - 7

prospect - 7

productivity shocks - 7

investor - 7

leverage - 7

outsourcing - 7

outsourced - 7

regress - 7

regressing - 7

insured - 7

health insurance - 7

enrollment - 7

socioeconomic - 7

earner - 7

rate - 7

utilization - 7

industrial classification - 7

classification - 7

productivity differences - 7

globalization - 7

trade models - 7

franchising - 7

firm growth - 7

dispersion productivity - 7

productivity firms - 7

confidentiality - 7

tenure - 7

midwest - 7

manufacturing industries - 7

plants industries - 7

conglomerate - 7

job growth - 7

econometrically - 7

business owners - 7

census responses - 6

censuses surveys - 6

gain - 6

exporters multinationals - 6

export market - 6

urbanized - 6

prevalence - 6

migrate - 6

wage regressions - 6

autoregressive - 6

industry heterogeneity - 6

shock - 6

security - 6

location - 6

productivity size - 6

electricity - 6

energy - 6

larger firms - 6

economic growth - 6

immigrant workers - 6

refugee - 6

innovative - 6

prices products - 6

consolidated - 6

warehouse - 6

relocating - 6

medicare - 6

locality - 6

industries estimate - 6

employment count - 6

employer household - 6

classifying - 6

employment measures - 6

survey data - 6

industry variation - 6

retailing - 6

industry concentration - 6

reporting - 6

establishments data - 6

businesses census - 6

census use - 6

exporting firms - 6

firms size - 6

economic statistics - 6

surveys censuses - 6

privacy - 6

information - 6

wage variation - 6

equilibrium - 6

mexican - 6

restructuring - 6

wealth - 6

debt - 6

shift - 6

manufacturing plants - 6

manufacturing productivity - 6

characteristics businesses - 6

rates productivity - 6

bias - 5

sample - 5

purchase - 5

suburbanization - 5

migrating - 5

firms employment - 5

growth employment - 5

bank - 5

restaurant - 5

multinational firms - 5

practices productivity - 5

unobserved - 5

policymakers - 5

capital productivity - 5

level productivity - 5

woman - 5

educated - 5

firms productivity - 5

linked census - 5

oligopolistic - 5

valuation - 5

forecast - 5

matching - 5

workforce indicators - 5

firms trade - 5

firms plants - 5

filing - 5

farm - 5

firms exporting - 5

yearly - 5

census years - 5

equity - 5

yield - 5

budget - 5

business survival - 5

partnership - 5

startup firms - 5

technical - 5

tech - 5

clerical - 5

founder - 5

wage differences - 5

model - 5

policy - 5

coverage employer - 5

performance - 5

diversified - 5

opportunity - 5

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wages production - 5

fiscal - 5

enrollee - 5

mergers acquisitions - 5

wage industries - 5

bankruptcy - 5

observed productivity - 5

plants firms - 5

census disclosure - 4

census 2020 - 4

grocery - 4

poorer - 4

trader - 4

downstream - 4

household surveys - 4

regressors - 4

business startups - 4

census records - 4

younger firms - 4

firms age - 4

employment unemployment - 4

disaster - 4

hurricane - 4

employment production - 4

loan - 4

funding - 4

innovating - 4

exogenous - 4

education - 4

gender - 4

premium - 4

insurance employer - 4

insurance premiums - 4

merchandise - 4

indian - 4

discrepancy - 4

matched - 4

industry output - 4

trends employment - 4

worker demographics - 4

productivity wage - 4

effect wages - 4

wage data - 4

home - 4

industry employment - 4

amenity - 4

immigrant entrepreneurs - 4

investment productivity - 4

statistical disclosure - 4

growth firms - 4

businesses grow - 4

census file - 4

oligopoly - 4

uninsured - 4

insurance plans - 4

enforcement - 4

wage effects - 4

census business - 4

foreign trade - 4

franchise - 4

franchisor - 4

customer - 4

ethnically - 4

discriminatory - 4

latino - 4

sociology - 4

industrialized - 4

firm dynamics - 4

elasticity - 4

generation - 4

fertility - 4

union - 4

liquidation - 4

employment effects - 4

state employment - 4

estimates pollution - 4

plant employment - 4

competitive - 4

technology adoption - 4

immigrant population - 4

small firms - 4

black business - 4

worker wages - 4

pollution regulation - 4

productivity impacts - 4

employed census - 3

recessionary - 3

childcare - 3

suburban - 3

startups employees - 3

moving - 3

reside - 3

citizenship - 3

adulthood - 3

ssa - 3

district - 3

firms young - 3

lender - 3

fund - 3

industry wages - 3

graduate - 3

employment earnings - 3

degree - 3

insurer - 3

energy efficiency - 3

electricity prices - 3

downturn - 3

corp - 3

share - 3

apartment - 3

house - 3

assessing - 3

taxation - 3

recession employment - 3

employment trends - 3

renter - 3

identifier - 3

firms import - 3

risk - 3

death - 3

effects employment - 3

health - 3

public - 3

transition - 3

imputed - 3

innovation productivity - 3

dependent - 3

commute - 3

fluctuation - 3

volatility - 3

franchise establishments - 3

assimilation - 3

ancestry - 3

local economic - 3

employment entrepreneurship - 3

demography - 3

intergenerational - 3

schooling - 3

export growth - 3

exports firms - 3

patents firms - 3

utility - 3

regional industry - 3

publicly - 3

measure - 3

measures employment - 3

adoption - 3

unemployment insurance - 3

small businesses - 3

endowment - 3

employment changes - 3

retirement - 3

productivity analysis - 3

computer - 3

franchised businesses - 3

plant investment - 3

Viewing papers 1 through 10 of 438


  • Working Paper

    Revisiting the Unintended Consequences of Ban the Box

    August 2025

    Working Paper Number:

    CES-25-58

    Ban-the-Box (BTB) policies intend to help formerly incarcerated individuals find employment by delaying when employers can ask about criminal records. We revisit the finding in Doleac and Hansen (2020) that BTB causes statistical discrimination against minority men. We correct miscoded BTB laws and show that estimates from the Current Population Survey (CPS) remain quantitatively similar, while those from the American Community Survey (ACS) now fail to reject the null hypothesis of no effect of BTB on employment. In contrast to the published estimates, these ACS results are statistically significantly different from the CPS results, indicating a lack of robustness across datasets. We do not find evidence that these differences are due to sample composition or survey weights. There is limited evidence that these divergent results are explained by the different frequencies of these surveys. Differences in sample sizes may also lead to different estimates; the ACS has a much larger sample and more statistical power to detect effects near the corrected CPS estimates.
    View Full Paper PDF
  • Working Paper

    A Simulated Reconstruction and Reidentification Attack on the 2010 U.S. Census

    August 2025

    Working Paper Number:

    CES-25-57

    For the last half-century, it has been a common and accepted practice for statistical agencies, including the United States Census Bureau, to adopt different strategies to protect the confidentiality of aggregate tabular data products from those used to protect the individual records contained in publicly released microdata products. This strategy was premised on the assumption that the aggregation used to generate tabular data products made the resulting statistics inherently less disclosive than the microdata from which they were tabulated. Consistent with this common assumption, the 2010 Census of Population and Housing in the U.S. used different disclosure limitation rules for its tabular and microdata publications. This paper demonstrates that, in the context of disclosure limitation for the 2010 Census, the assumption that tabular data are inherently less disclosive than their underlying microdata is fundamentally flawed. The 2010 Census published more than 150 billion aggregate statistics in 180 table sets. Most of these tables were published at the most detailed geographic level'individual census blocks, which can have populations as small as one person. Using only 34 of the published table sets, we reconstructed microdata records including five variables (census block, sex, age, race, and ethnicity) from the confidential 2010 Census person records. Using only published data, an attacker using our methods can verify that all records in 70% of all census blocks (97 million people) are perfectly reconstructed. We further confirm, through reidentification studies, that an attacker can, within census blocks with perfect reconstruction accuracy, correctly infer the actual census response on race and ethnicity for 3.4 million vulnerable population uniques (persons with race and ethnicity different from the modal person on the census block) with 95% accuracy. Having shown the vulnerabilities inherent to the disclosure limitation methods used for the 2010 Census, we proceed to demonstrate that the more robust disclosure limitation framework used for the 2020 Census publications defends against attacks that are based on reconstruction. Finally, we show that available alternatives to the 2020 Census Disclosure Avoidance System would either fail to protect confidentiality, or would overly degrade the statistics' utility for the primary statutory use case: redrawing the boundaries of all of the nation's legislative and voting districts in compliance with the 1965 Voting Rights Act.
    View Full Paper PDF
  • Working Paper

    LODES Design and Methodology Report: Methodology Version 7

    August 2025

    Working Paper Number:

    CES-25-52

    The purpose of this report is to document the important features of Version 7 of the LEHD Origin-Destination Employment Statistics (LODES) processing system. This includes data sources, data processing methodology, confidentiality protection methodology, some quality measures, and a high-level description of the published data. The intended audience for this document includes LODES data users, Local Employment Dynamics (LED) Partnership members, U.S. Census Bureau management, program quality auditors, and current and future research and development staff members.
    View Full Paper PDF
  • Working Paper

    The Effect of the Minimum Wage on Childcare Establishments

    August 2025

    Working Paper Number:

    CES-25-53

    Childcare is essential for working families, yet it remains increasingly unaffordable and inaccessible for parents and offers poverty-level wages to many employees. While research suggests minimum wage policies may improve the welfare of low-wage workers, there is also evidence they may increase firm exits, especially among smaller, low-profit firms, which could reduce access and harm consumer well-being. This study is the first to examine these trade-offs in the childcare industry, a labor-intensive, highly regulated sector where capital-labor substitution is limited, and to provide evidence on how minimum wage policies affect a dual-sector labor market in the U.S., where self-employed and waged providers serve overlapping markets. Using variation from state-level minimum wage increases between 1995 and 2019 and unique microdata, I implement a cross-state county border discontinuity design to estimate impacts on the stocks, flows, and composition of childcare establishments. I find that while county-level aggregate establishment stocks and employment remained stable, establishment-level turnover increased, and employment decreased. I reconcile these findings by showing that minimum wage increases prompted reallocation, with larger establishments in the waged-sector more likely to enter and less likely to exit, making this one of the first studies to link null aggregate effects to shifts in establishment composition. Finally, I show that minimum wage increases may negatively affect the self-employed sector, resulting in fewer owners with advanced degrees and more with only high school education. These findings suggest that minimum wage policies reshape who provides care in ways that could affect both quality and access.
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  • Working Paper

    'Oh, Give Me a Home (Trade Share)': Differential Import Price Inflation and Gains from Trade Across U.S. Households

    July 2025

    Working Paper Number:

    CES-25-47

    Consumers are differentially exposed to trade based on their expenditures, but there is little data on how such trade exposure differs across consumer groups and over time. In this paper, we construct 'home trade shares' that vary by age, race, marital status, education, and urban status, and use these to analyze differences in inflation and welfare gains from trade for U.S. demographic groups over the years 1996'2018. We show that over this time period, import prices (inclusive of the effects of taste change) held down overall inflation for all groups. For the typical group, more than a quarter of the gains from trade relative to autarky accrued in our time period. Welfare gains from trade over our time period are largest for rural households, and smallest for Black households. Adding taste change to the typical welfare gains from trade formula boosts the gains for every group relative to the standard formula.
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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

    Finding Suburbia in the Census

    June 2025

    Authors: Todd Gardner

    Working Paper Number:

    CES-25-40

    This study introduces a methodology that goes beyond the urban/rural dichotomy to classify areas into detailed settlement types: urban cores, suburbs, exurbs, outlying towns, and rural areas. Utilizing a database that provides housing unit estimates for census tracts as defined in 2010 for all decennial census years from 1940 to 2020, this research enables a longitudinal analysis of urban spatial expansion. By maintaining consistent geography across time, the methodology described in this paper emphasizes the era of development, as well as proximity to large urban centers. This broadly applicable methodology provides a framework for comparing the evolution of urban landscapes over a significant historical period, revealing trends in the transformation of territory from rural to urban, as well as associated suburbanization and exurban growth.
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  • Working Paper

    Tapping Business and Household Surveys to Sharpen Our View of Work from Home

    June 2025

    Working Paper Number:

    CES-25-36

    Timely business-level measures of work from home (WFH) are scarce for the U.S. economy. We review prior survey-based efforts to quantify the incidence and character of WFH and describe new questions that we developed and fielded for the Business Trends and Outlook Survey (BTOS). Drawing on more than 150,000 firm-level responses to the BTOS, we obtain four main findings. First, nearly a third of businesses have employees who work from home, with tremendous variation across sectors. The share of businesses with WFH employees is nearly ten times larger in the Information sector than in Accommodation and Food Services. Second, employees work from home about 1 day per week, on average, and businesses expect similar WFH levels in five years. Third, feasibility aside, businesses' largest concern with WFH relates to productivity. Seven percent of businesses find that onsite work is more productive, while two percent find that WFH is more productive. Fourth, there is a low level of tracking and monitoring of WFH activities, with 70% of firms reporting they do not track employee days in the office and 75% reporting they do not monitor employees when they work from home. These lessons serve as a starting point for enhancing WFH-related content in the American Community Survey and other household surveys.
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  • Working Paper

    Firm Heterogeneity, Misallocation, and Trade

    May 2025

    Authors: John Chung

    Working Paper Number:

    CES-25-33

    To what extent do domestic distortions influence the gains from trade? Using data from Chinese manufacturing surveys and U.S. census records, I document two novel stylized facts: (1) Larger producers in China exhibit lower revenue productivity, whereas larger producers in the U.S. exhibit higher revenue productivity. (2) Larger exporters in China exhibit lower export intensity, whereas larger exporters in the U.S. exhibit higher export intensity. A model of heterogeneous producers shows that only the U.S. patterns are consistent with an efficient allocation. To reconcile the observed patterns in China, I introduce producer- and destination-specific subsidies and estimate the model without imposing functional form assumptions on the joint distribution of productivity and subsidy rates. Accounting for distortions in China leads to substantially smaller estimated gains from trade.
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  • Working Paper

    Startup Dynamics: Transitioning from Nonemployer Firms to Employer Firms, Survival, and Job Creation

    April 2025

    Working Paper Number:

    CES-25-26

    Understanding the dynamics of startup businesses' growth, exit, and survival is crucial for fostering entrepreneurship. Among the nearly 30 million registered businesses in the United States, fewer than six million have employees beyond the business owners. This research addresses the gap in understanding which companies transition to employer businesses and the mechanisms behind this process. Job creation remains a critical concern for policymakers, researchers, and advocacy groups. This study aims to illuminate the transition from non-employer businesses to employer businesses and explore job creation by new startups. Leveraging newly available microdata from the U.S. Census Bureau, we seek to gain deeper insights into firm survival, job creation by startups, and the transition from non-employer to employer status.
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