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Papers Containing Tag(s): 'Census Bureau Disclosure Review Board'

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American Community Survey - 156

Federal Statistical Research Data Center - 151

North American Industry Classification System - 138

Disclosure Review Board - 138

Internal Revenue Service - 132

Longitudinal Business Database - 130

Protected Identification Key - 99

Longitudinal Employer Household Dynamics - 95

Current Population Survey - 86

Social Security Administration - 85

Bureau of Labor Statistics - 80

Center for Economic Studies - 78

Social Security Number - 71

Ordinary Least Squares - 69

National Science Foundation - 68

Decennial Census - 66

Employer Identification Numbers - 65

Social Security - 59

National Bureau of Economic Research - 50

Business Register - 49

W-2 - 48

Person Validation System - 46

Federal Reserve Bank - 42

Economic Census - 41

2010 Census - 41

Business Dynamics Statistics - 39

Bureau of Economic Analysis - 37

Census Bureau Business Register - 37

Annual Survey of Manufactures - 32

Federal Reserve System - 31

Total Factor Productivity - 31

Alfred P Sloan Foundation - 31

Census Numident - 31

Survey of Income and Program Participation - 30

Person Identification Validation System - 28

Department of Housing and Urban Development - 27

Adjusted Gross Income - 27

Census of Manufacturing Firms - 26

County Business Patterns - 26

Master Address File - 26

Standard Industrial Classification - 26

Census of Manufactures - 25

Department of Homeland Security - 25

COVID-19 - 25

Personally Identifiable Information - 24

Longitudinal Firm Trade Transactions Database - 23

Office of Management and Budget - 23

Annual Business Survey - 22

Metropolitan Statistical Area - 22

Research Data Center - 22

Special Sworn Status - 22

Housing and Urban Development - 22

Department of Economics - 21

Earned Income Tax Credit - 20

Supplemental Nutrition Assistance Program - 20

Survey of Business Owners - 20

Herfindahl Hirschman Index - 20

Unemployment Insurance - 19

Patent and Trademark Office - 19

Quarterly Census of Employment and Wages - 19

Cobb-Douglas - 19

National Center for Science and Engineering Statistics - 18

Accommodation and Food Services - 18

Quarterly Workforce Indicators - 18

Organization for Economic Cooperation and Development - 17

Department of Labor - 17

Data Management System - 17

University of Maryland - 17

Integrated Public Use Microdata Series - 16

PSID - 16

Individual Characteristics File - 16

Individual Taxpayer Identification Numbers - 16

Technical Services - 16

National Center for Health Statistics - 16

Chicago Census Research Data Center - 16

Board of Governors - 15

Department of Agriculture - 15

1940 Census - 15

Census Bureau Longitudinal Business Database - 15

Census Household Composition Key - 15

Cornell University - 15

Service Annual Survey - 14

Temporary Assistance for Needy Families - 14

National Institutes of Health - 14

General Accounting Office - 14

Environmental Protection Agency - 14

International Trade Research Report - 14

World Trade Organization - 13

ASEC - 13

Small Business Administration - 13

Department of Education - 13

American Economic Association - 13

National Institute on Aging - 13

Indian Health Service - 13

Harmonized System - 12

Securities and Exchange Commission - 12

AKM - 12

Disability Insurance - 12

Supreme Court - 12

Russell Sage Foundation - 12

New York University - 12

SSA Numident - 12

University of Chicago - 12

Retail Trade - 12

Social and Economic Supplement - 11

NBER Summer Institute - 11

University of Michigan - 11

National Longitudinal Survey of Youth - 11

Arts, Entertainment - 11

Census Edited File - 11

Some Other Race - 11

Detailed Earnings Records - 11

Postal Service - 11

Federal Register - 10

Census Bureau Person Identification Validation System - 10

Census Bureau Master Address File - 10

MAFID - 10

Health and Retirement Study - 10

Core Based Statistical Area - 10

Integrated Longitudinal Business Database - 10

Wholesale Trade - 10

Annual Survey of Entrepreneurs - 10

Citizenship and Immigration Services - 10

Generalized Method of Moments - 10

Cornell Institute for Social and Economic Research - 10

Customs and Border Protection - 9

Standard Statistical Establishment List - 9

Workforce Information Council Administrative Wage Record Enhancement Study Group - 9

Medicaid Services - 9

UC Berkeley - 9

European Union - 9

Energy Information Administration - 9

IQR - 9

Stanford University - 9

National Employer Survey - 9

United States Census Bureau - 9

American Housing Survey - 9

MAF-ARF - 9

CPS ASEC - 8

Economic Research Service - 8

2SLS - 8

Council of Economic Advisers - 8

NUMIDENT - 8

Company Organization Survey - 8

Employer Characteristics File - 8

Selective Service System - 8

Department of Energy - 8

Centers for Medicare - 8

Department of Justice - 8

Educational Services - 8

COVID - 8

Characteristics of Business Owners - 8

Health Care and Social Assistance - 8

Sloan Foundation - 8

Master Beneficiary Record - 8

Computer Assisted Personal Interview - 8

Social Science Research Institute - 8

Indian Housing Information Center - 8

Pew Research Center - 8

Business Formation Statistics - 8

Department of State - 7

Boston College - 7

Centers for Disease Control and Prevention - 7

Federal Poverty Level - 7

Urban Institute - 7

Consumer Expenditure Survey - 7

Information and Communication Technology Survey - 7

Michigan Institute for Teaching and Research in Economics - 7

MTO - 7

National Academy of Sciences - 7

Herfindahl-Hirschman - 7

National Income and Product Accounts - 7

Oil and Gas Extraction - 7

Initial Public Offering - 7

Survey of Consumer Finances - 7

Standard Occupational Classification - 7

Occupational Employment Statistics - 7

Nonemployer Statistics - 7

Business R&D and Innovation Survey - 7

Business Research and Development and Innovation Survey - 7

Professional Services - 7

Paycheck Protection Program - 7

Employment History File - 7

Population Estimates Program - 7

Statistics Canada - 7

Harvard Business School - 6

Federal Reserve Board of Governors - 6

Department of Health and Human Services - 6

Administrative Records - 6

International Trade Commission - 6

Federal Insurance Contribution Act - 6

Form W-2 - 6

National Establishment Time Series - 6

Agriculture, Forestry - 6

World Bank - 6

George Mason University - 6

TFPR - 6

PIKed - 6

Harvard University - 6

Opportunity Atlas - 6

Survey of Industrial Research and Development - 6

Public Administration - 6

Research and Development - 6

Legal Form of Organization - 6

Yale University - 6

IBM - 6

Financial, Insurance and Real Estate Industries - 6

Current Population Survey Annual Social and Economic Supplement - 6

Duke University - 6

Journal of Economic Literature - 6

Retirement History Survey - 6

European Commission - 5

Food and Nutrition Service - 5

National Research Council - 5

Code of Federal Regulations - 5

Limited Liability Company - 5

Federal Emergency Management Agency - 5

Business Services - 5

Princeton University - 5

LODES - 5

Columbia University - 5

North American Free Trade Agreement - 5

Ewing Marion Kauffman Foundation - 5

Office of Personnel Management - 5

United Nations - 5

National Opinion Research Center - 5

Department of Defense - 5

Census of Retail Trade - 5

Ohio State University - 5

Geographic Information Systems - 5

Census Bureau Business Dynamics Statistics - 5

Management and Organizational Practices Survey - 5

Census Bureau Center for Economic Studies - 5

Center for Administrative Records Research - 5

National Ambient Air Quality Standards - 5

Michigan Institute for Data Science - 5

Public Use Micro Sample - 5

LEHD Program - 5

North American Industry Classi - 5

Department of Commerce - 4

Employer-Household Dynamics - 4

Linear Probability Models - 4

General Social Survey - 4

Quarterly Journal of Economics - 4

TFPQ - 4

Federal Trade Commission - 4

Current Employment Statistics - 4

Guzman and Stern - 4

Hypothesis 2 - 4

Toxics Release Inventory - 4

University of Texas - 4

Center for Research in Security Prices - 4

Cumulative Density Function - 4

Minnesota Population Center - 4

Federal Statistical System - 4

Robert Wood Johnson Foundation - 4

University of Toronto - 4

American Immigration Council - 4

IZA - 4

Center for Administrative Records Research and Applications - 4

Net Present Value - 4

Regression Discontinuity Design - 4

Manufacturing Energy Consumption Survey - 4

Society of Labor Economists - 4

State Energy Data System - 4

Kauffman Foundation - 4

Business Employment Dynamics - 3

LEHD Origin-Destination Employment Statistics - 3

Labor Turnover Survey - 3

JOLTS - 3

DOB - 3

Labor Productivity - 3

University of California - 3

Computer Assisted Telephone Interviews and Computer Assisted Personal Interviews - 3

Census of Services - 3

Survey of Manufacturing Technology - 3

Commodity Flow Survey - 3

Longitudinal Research Database - 3

Brookings Institution - 3

Penn State University - 3

CDF - 3

American Economic Review - 3

Composite Person Record - 3

Bureau of Labor - 3

Master Earnings File - 3

Georgetown University - 3

Medical Expenditure Panel Survey - 3

Journal of Econometrics - 3

Local Employment Dynamics - 3

Foreign Direct Investment - 3

COMPUSTAT - 3

University of Minnesota - 3

Agency for Healthcare Research and Quality - 3

University of California Los Angeles - 3

John Voorheis - 24

Lucia Foster - 21

John Haltiwanger - 18

John M. Abowd - 14

Fariha Kamal - 12

Nathan Goldschlag - 12

Sonya R. Porter - 11

Emin Dinlersoz - 11

J. David Brown - 11

Moises Yi - 10

Jonathan Eggleston - 10

Kevin Rinz - 9

Catherine Buffington - 9

Thomas B. Foster - 8

Zachary Kroff - 8

Lars Vilhuber - 8

Maggie R. Jones - 8

Renuka Bhaskar - 7

Martha Stinson - 7

Zoltan Wolf - 7

Leah R. Clark - 7

Cristina Tello-Trillo - 7

Emek Basker - 6

Ariel J. Binder - 6

G. Jacob Blackwood - 6

Cheryl Grim - 6

Jay Stewart - 6

Randall Akee - 6

Jonathan Colmer - 6

Lawrence Warren - 6

Kevin L. McKinney - 6

Misty L. Heggeness - 6

Charles Hokayem - 5

Erik Brynjolfsson - 5

David Card - 5

Danielle H. Sandler - 5

Joseph Staudt - 5

Nikolas Zolas - 5

Kendall Houghton - 5

Marta Murray-Close - 5

Ethan Krohn - 4

Timothy R. Wojan - 4

Javier Miranda - 4

Victoria Udalova - 4

Suvy Qin - 4

J. Daniel Kim - 4

Jesse Rothstein - 4

William Kerr - 4

Sari Pekkala Kerr - 4

Matthew Staiger - 4

Cindy Cunningham - 4

Sabrina Wulff Pabilonia - 4

Ryan Monarch - 4

Nicholas Bloom - 4

Kristina McElheran - 4

Teresa C. Fort - 4

Sabrina T. Howell - 4

Eva Lyubich - 4

Amanda Eng - 4

Reed Walker - 4

Gloria G. Aldana - 4

Nikolas Pharris-Ciurej - 4

Leticia Fernandez - 4

Ciyata Coleman - 3

Sanghun (Eric) Kim - 3

Krishnan Patel - 3

Dean Plueger - 3

Michaela Dillon - 3

Linden McBride - 3

J. Frank Li - 3

Henry Hyatt - 3

John R. Logan - 3

Andrew Penner - 3

Michelle Spiegel - 3

Dominic A. Smith - 3

Cody Tuttle - 3

Rachel Nesbit - 3

Kristin Sandusky - 3

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

Yoshiki Ando - 3

Steven J. Davis - 3

Emilia Simeonova - 3

Peter Schott - 3

Sean Wang - 3

Seula Kim - 3

Richard Mansfield - 3

Mary Munro - 3

Jennifer Withrow - 3

Kyle Handley - 3

Adela Luque - 3

Carl Lieberman - 3

Garrett Anstreicher - 3

Gale Boyd - 3

Matthew Doolin - 3

James M. Noon - 3

James P. Ziliak - 3

Parag Mahajan - 3

Sharon R. Ennis - 3

Sarah Miller - 3

Laura Wherry - 3

Shawn Klimek - 3

earnings - 67

labor - 65

employed - 64

employ - 62

population - 62

workforce - 62

survey - 57

recession - 49

ethnicity - 46

respondent - 45

market - 39

disparity - 39

hispanic - 39

minority - 38

disadvantaged - 38

employee - 36

sector - 35

census bureau - 35

manufacturing - 35

revenue - 35

innovation - 34

socioeconomic - 34

immigrant - 34

poverty - 33

payroll - 32

investment - 31

earner - 31

resident - 31

economist - 31

economically - 30

entrepreneur - 30

growth - 30

ethnic - 30

entrepreneurship - 29

racial - 29

macroeconomic - 28

neighborhood - 28

estimating - 28

export - 27

irs - 27

statistical - 27

industrial - 27

housing - 27

expenditure - 27

company - 27

disclosure - 27

race - 26

tax - 25

gdp - 25

sale - 25

residence - 25

enterprise - 25

immigration - 25

salary - 25

hiring - 24

patent - 24

spillover - 23

welfare - 23

agency - 23

production - 23

census data - 23

venture - 22

finance - 22

econometric - 22

financial - 21

heterogeneity - 21

data census - 20

quarterly - 20

residential - 20

relocation - 20

segregation - 20

intergenerational - 20

demand - 20

unemployed - 20

migrant - 20

trend - 20

family - 19

eligibility - 19

report - 19

rent - 19

enrollment - 19

import - 19

worker - 19

1040 - 18

incentive - 18

entrepreneurial - 18

percentile - 18

data - 18

taxpayer - 17

corporation - 17

endogeneity - 17

occupation - 17

loan - 17

exporter - 16

rural - 16

medicaid - 16

use census - 16

technological - 16

discrimination - 16

citizen - 16

impact - 16

federal - 15

job - 15

earn - 15

inventory - 15

patenting - 15

investor - 14

funding - 14

black - 14

wealth - 14

migration - 14

microdata - 14

state - 14

retirement - 13

proprietor - 13

hire - 13

home - 13

establishment - 13

bias - 13

white - 13

graduate - 13

record - 13

metropolitan - 12

enrolled - 12

manufacturer - 12

renter - 12

aggregate - 12

lender - 12

debt - 12

researcher - 12

datasets - 12

shipment - 11

multinational - 11

trading - 11

filing - 11

eligible - 11

employment growth - 11

prevalence - 11

income data - 11

mortgage - 11

organizational - 11

census employment - 11

generation - 11

mobility - 11

poorer - 11

monopolistic - 11

incorporated - 11

migrate - 11

parent - 11

innovate - 11

imputation - 11

census responses - 11

importer - 11

estimation - 11

exporting - 10

child - 10

geographically - 10

innovative - 10

accounting - 10

census disclosure - 10

relocate - 10

efficiency - 10

parental - 10

household surveys - 10

community - 10

borrower - 10

lending - 10

emission - 10

environmental - 10

financing - 10

bank - 10

acquisition - 10

supplier - 9

regional - 9

equity - 9

mortality - 9

regress - 9

segregated - 9

startup - 9

exogeneity - 9

migrating - 9

borrowing - 9

pollution - 9

commerce - 9

invention - 9

innovating - 9

productivity growth - 9

coverage - 9

proprietorship - 9

assessed - 9

pandemic - 9

employment earnings - 9

native - 9

urban - 9

profit - 9

census household - 9

mexican - 9

exported - 8

credit - 8

geographic - 8

investing - 8

fund - 8

invest - 8

census estimates - 8

2010 census - 8

technology - 8

unemployment rates - 8

woman - 8

homeowner - 8

citizenship - 8

neighbor - 8

income housing - 8

insurance - 8

creditor - 8

productivity dispersion - 8

employment statistics - 8

reside - 8

career - 8

banking - 8

adoption - 8

ssa - 8

labor markets - 8

imported - 8

stock - 8

produce - 8

productive - 8

city - 8

dependent - 8

institutional - 7

provided census - 7

educated - 7

education - 7

schooling - 7

labor statistics - 7

policymakers - 7

spending - 7

suburb - 7

monopolistically - 7

longitudinal - 7

founder - 7

assimilation - 7

family income - 7

parents income - 7

adopt - 7

shift - 7

opportunity - 7

prospect - 7

sampling - 7

leverage - 7

epa - 7

borrow - 7

analysis - 7

study - 7

economic census - 7

retailer - 7

wholesale - 7

latino - 7

price - 7

consumption - 7

tariff - 7

census survey - 7

subsidy - 7

confidentiality - 7

saving - 7

competitor - 7

workers earnings - 7

regulation - 6

firms export - 6

custom - 6

region - 6

disability - 6

research census - 6

available census - 6

estimates census - 6

www census - 6

average - 6

gender - 6

household income - 6

income households - 6

corporate - 6

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medicare - 6

benefit - 6

linked census - 6

unobserved - 6

moving - 6

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specialization - 6

wage growth - 6

subsidiary - 6

foreign - 6

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trader - 6

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university - 6

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productivity measures - 6

warehousing - 6

database - 6

maternal - 6

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earnings employees - 6

security - 6

growth productivity - 6

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employment estimates - 6

employment data - 6

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pollution exposure - 6

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research - 6

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geography - 5

asset - 5

union - 5

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censuses surveys - 5

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estimates intergenerational - 5

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tenure - 5

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grandparent - 5

tech - 5

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matching - 5

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measures productivity - 5

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census records - 5

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earnings growth - 4

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information census - 4

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death - 4

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technology adoption - 4

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census 2020 - 4

firms patents - 4

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factor productivity - 4

developed - 4

employment dynamics - 4

worker demographics - 4

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employment distribution - 4

shareholder - 4

income individuals - 4

immigrated - 4

privacy - 4

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industry wages - 4

census linked - 4

labor productivity - 4

survey income - 4

electricity - 4

energy - 4

employment wages - 4

taxation - 4

recession exposure - 4

subsidized - 4

cost - 4

indicator - 4

renewable - 4

earnings workers - 4

employment measures - 4

filed - 3

exemption - 3

distribution - 3

census use - 3

sample census - 3

discriminatory - 3

declining - 3

census business - 3

employment declines - 3

school - 3

childbearing - 3

educational - 3

debtor - 3

productivity capital - 3

startups employees - 3

yearly - 3

trends employment - 3

linkage - 3

development - 3

corp - 3

exports countries - 3

budget - 3

rate - 3

sample - 3

consolidated - 3

department - 3

identifier - 3

dispersion productivity - 3

warehouse - 3

mother - 3

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cohort - 3

urbanized - 3

export market - 3

affluent - 3

wage earnings - 3

firm patenting - 3

productivity dynamics - 3

wage effects - 3

patenting firms - 3

work census - 3

aging - 3

younger firms - 3

firms age - 3

firms young - 3

autoregressive - 3

growth employment - 3

information - 3

firms import - 3

expense - 3

taxable - 3

outsourcing - 3

exogenous - 3

entry productivity - 3

employment increases - 3

income survey - 3

records census - 3

race census - 3

larger firms - 3

employment effects - 3

impact employment - 3

volatility - 3

ancestry - 3

firms grow - 3

poor - 3

industry variation - 3

network - 3

reallocation productivity - 3

oligopolistic - 3

utility - 3

enforcement - 3

locality - 3

wage data - 3

econometrician - 3

earnings inequality - 3

pregnancy - 3

individuals census - 3

business data - 3

employer household - 3

workforce indicators - 3

employed census - 3

statistical agencies - 3

Viewing papers 1 through 10 of 344


  • Working Paper

    CTRL+EXP+DEL: the Domestic Costs of U.S. Export Controls

    August 2026

    Working Paper Number:

    CES-26-50

    National-security restrictions on exports constrain exporters' market access, but empirical evidence on their domestic costs is limited. We leverage data on export transactions that includes the product classifications used to administer U.S. export controls to document a doubling in the share of U.S. exports subject to controls between 2010 and 2024 and a skewed firm-size distribution among firms that export controlled products. We then exploit the 2014 U.S. restriction on exports to Russia as a natural experiment to examine the impact of export controls on firm-level outcomes. These controls not only reduced U.S. firms' probability of exporting targeted goods to Russia but also had indirect effects: they reduced affected firms' exports of other products and to other destinations and lowered affected firms' average payroll. Our findings imply that the domestic costs of export controls extend beyond direct restrictions.
    View Full Paper PDF
  • Working Paper

    CTC and ACTC Participation Results and IRS-Census Match Methodology, Tax Year 2021

    August 2026

    Working Paper Number:

    CES-26-49

    The Child Tax Credit (CTC) and Additional Child Tax Credit (ACTC) help ease the financial burden of families with children. This paper provides taxpayer and dollar participation estimates for the CTC and ACTC covering tax year 2021. In this tax year the credit was temporarily expanded under the American Rescue Plan Act. The estimates derive from linking the 2022 Current Population Survey Annual Social and Economic Supplement (CPS ASEC) to IRS administrative data. This approach, called the Exact Match, uses survey data to identify CTC/ACTC eligible taxpayers and IRS administrative data to indicate which eligible taxpayers claimed and received the credit. Overall, in tax year 2021, eligible taxpayers participated in the CTC and ACTC program at a rate of 91 percent while dollar participation was 85 percent.
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  • Working Paper

    Extending Place-Based Innovation Policy to Rural Areas: Using Oaxaca-Blinder Decomposition to Identify Endowment Deficiencies

    July 2026

    Working Paper Number:

    CES-26-48

    Place-based policy is premised on the idea that productive investments that address endowment deficiencies may release latent comparative advantages, stimulating growth while reducing regional disparities. Extending place-based policy to the domain of innovation is conceptually challenging given conventional wisdom that settlement size is the principal determinant of agglomeration economies that fuels innovation. However, growing concern that more places are being left behind by the innovation economy has prompted greater interest in ways to expand the geography of innovation. Using confidential firm-level data from the 2018 Annual Business Survey, this study examines differences in self-reported innovation activity between firms in rural and urban counties to identify possible endowment deficiencies. We do this by employing the Oaxaca-Blinder decomposition method to quantify the urban-rural innovation gap to better understand the relative contributions of firm characteristics, owner characteristics, and county-level factors.
    View Full Paper PDF
  • Working Paper

    Desperate Capital Breeds Productivity Loss: Evidence From Public Pension Investments in Private Equity

    July 2026

    Authors: Vrinda Mittal

    Working Paper Number:

    CES-26-47

    I study investments of U.S. public pensions in private equity (PE), and trace them to ultimate micro assets'target firms which PE funds invest in, using micro-data on private investments combined with confidential U.S. Census data. I show that more severely underfunded public pensions receive lower average PE returns, and match with smaller GPs on average, than less underfunded pensions. Consistent with matching and returns, firms financed by most underfunded public pensions and smallest PE funds face labor productivity decreases. I introduce a novel instrument'public unionization'in support of underfunding positions driving selection into funds. Lastly, I evaluate alternate mechanisms.
    View Full Paper PDF
  • Working Paper

    Screening Out the Needy: the Effects of SNAP Work Requirements

    July 2026

    Working Paper Number:

    CES-26-46

    We examine the effectiveness of work requirements as a screening device in the Supplemental Nutrition Assistance Program (SNAP). Work requirements for 'able-bodied adults without dependents' were suspended after the Great Recession and gradually reinstated across counties and states in the 2010s. Using linked administrative SNAP and employment data from five states and a triple-differences design, we find that work requirements reduce SNAP participation by seven percent without increasing labor supply and disproportionately screen out low-income individuals. We develop a welfare framework to interpret these results and find that the social costs of work requirements exceed budget savings.
    View Full Paper PDF
  • Working Paper

    Who Hires Whom? Entrepreneurial Backgrounds and Labor Market Opportunities

    July 2026

    Working Paper Number:

    CES-26-45

    What are the implications of unequal access to entrepreneurial careers for labor markets? Using data from the U.S. Census and LinkedIn profiles, we document that entrepreneurs are significantly more likely to hire workers from similar social backgrounds (gender, race, age, education, etc.). These effects are quantitatively large across several demographic dimensions. For example, female employee share at female-founded startups is 36.4pp higher after controlling for industry-by-metro area-by-cohort fixed effects, with corresponding estimates of 51.2pp for Blacks, 37.3pp for Hispanics, and 11.3pp for non-college individuals. Large effects are present in high-growth startups, across industries and occupations, and remain stable across new firm cohorts. In addition, we find that these differences persist out to at least 20 years. We use wage data and an AKM research design to untangle whether the relative differences are driven by labor demand or labor supply effects. We find that demand drives the differences: group-specific wage decompositions show that new firms pay higher relative wages to individuals from similar backgrounds to the entrepreneur. Using these estimates, we calibrate a model of entrepreneurship with heterogeneous ability and production functions, and assess the impacts on relative wage from reducing access barriers to entrepreneurship.
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  • Working Paper

    Access to the Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) at the State and Substate Levels: Meaning and Measurement

    July 2026

    Working Paper Number:

    CES-26-44

    This study estimates eligibility and access rates for the U.S. Department of Agriculture's (USDA) Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) administrative data linked with American Community Survey (ACS) data. This study is one result of a long-term research collaboration among USDA's Economic Research Service; the U.S. Department of Commerce, Bureau of the Census; USDA's Food and Nutrition Service (FNS); and participating state WIC agencies.'By analyzing WIC participation at the state and substate levels, the report provides insights into program reach and demographic differences. The findings confirm that the Census Bureau estimates meet high statistical reliability standards, providing valuable data for program officials and managers, and other stakeholders, to enhance program outreach and effectiveness. A key focus of the report is the comparison between Census Bureau and USDA, FNS estimates, which differ in methodology and measurement scope.
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  • Working Paper

    Integrating Administrative and Survey Data to Estimate WIC Eligibility and Access

    July 2026

    Working Paper Number:

    CES-26-43

    The Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) provides benefits to low-income, nutritionally at-risk women, infants, and children. To administer WIC, officials and program managers at the federal and state level want to understand who is eligible for the program, who among the eligible population chooses to participate, and who is not accessing the program despite their eligibility. Novel individual-level data linkages between restricted-use WIC Administrative Records and the American Community Survey provide WIC access rates estimated at the state and county levels, as well as estimates disaggregated by the demographic and socioeconomic characteristics of individuals and their households. These estimates are developed by the Census-FNS-ERS Joint Project, a research partnership among the U.S. Census Bureau, the US Department of Agriculture's Food and Nutrition Service and Economic Research Service, and state WIC agencies that provide the requisite WIC administrative data to the Census Bureau. This paper details and evaluates our current data linkage and estimation methods, reports results, and identifies areas for improvement and further research.
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  • Working Paper

    Minimum Wages and the Rise of the Robots

    July 2026

    Working Paper Number:

    CES-26-42

    This paper studies how minimum wage policy affects firms' adoption of automation'technologies. Using both state-level measures of robot exposure and novel plant-level'data on industrial robot imports linked to U.S. Census microdata from 1992'2021,'we show that increases in minimum wages raise the likelihood of robot adoption in'manufacturing. Our preferred identification exploits discontinuities at state borders,'comparing otherwise similar firms exposed to different wage floors. Across specifications, a 10 percent increase in the minimum wage increases robot adoption by roughly'8 percent relative to the mean.
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  • Working Paper

    What Happens to Contractors After States Ban Affirmative Action?

    July 2026

    Authors: Benjamin V. Rosa

    Working Paper Number:

    CES-26-41

    Using restricted Census business records, I explore how banning affirmative action in state contracting affects minority- and women-owned business enterprises (MWBEs). I find that ending affirmative action led MWBE contractors to gradually downsize, with the most pronounced reductions in force experienced by Black-owned businesses and larger MWBEs. Despite these workforce changes, existing MWBEs were no more likely to shut down than other businesses. New MWBEs were relatively less common after a state's ban, highlighting how bans can shift the demographic composition of new contractors. A calibrated model suggests bans are equivalent to considerable reductions in MWBE productivity and scrap values.
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