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

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American Community Survey - 133

Federal Statistical Research Data Center - 127

Disclosure Review Board - 125

North American Industry Classification System - 119

Longitudinal Business Database - 110

Internal Revenue Service - 110

Protected Identification Key - 88

Current Population Survey - 78

Longitudinal Employer Household Dynamics - 78

Social Security Administration - 77

Bureau of Labor Statistics - 67

Center for Economic Studies - 66

Social Security Number - 62

National Science Foundation - 62

Ordinary Least Squares - 59

Decennial Census - 58

Employer Identification Numbers - 56

Social Security - 52

National Bureau of Economic Research - 44

Business Register - 43

Person Validation System - 41

W-2 - 41

Economic Census - 35

Federal Reserve Bank - 35

2010 Census - 33

Bureau of Economic Analysis - 32

Business Dynamics Statistics - 31

Census Bureau Business Register - 29

Annual Survey of Manufactures - 28

Census Numident - 28

Survey of Income and Program Participation - 27

Total Factor Productivity - 26

Department of Housing and Urban Development - 26

Standard Industrial Classification - 25

Person Identification Validation System - 24

Alfred P Sloan Foundation - 24

Census of Manufacturing Firms - 23

Master Address File - 23

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Adjusted Gross Income - 22

Office of Management and Budget - 22

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Federal Reserve System - 22

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Housing and Urban Development - 21

County Business Patterns - 21

Annual Business Survey - 20

Department of Homeland Security - 20

Department of Economics - 19

Longitudinal Firm Trade Transactions Database - 19

Quarterly Workforce Indicators - 18

Research Data Center - 18

Quarterly Census of Employment and Wages - 17

Special Sworn Status - 17

Unemployment Insurance - 17

Survey of Business Owners - 17

Accommodation and Food Services - 17

National Center for Health Statistics - 16

Supplemental Nutrition Assistance Program - 16

National Center for Science and Engineering Statistics - 16

Earned Income Tax Credit - 16

Cobb-Douglas - 16

Chicago Census Research Data Center - 16

Data Management System - 16

Herfindahl Hirschman Index - 16

Organization for Economic Cooperation and Development - 15

Individual Characteristics File - 15

Cornell University - 15

University of Maryland - 15

PSID - 15

Patent and Trademark Office - 15

Individual Taxpayer Identification Numbers - 15

Department of Labor - 14

1940 Census - 14

Technical Services - 14

International Trade Research Report - 14

Census Household Composition Key - 14

National Institute on Aging - 13

Census Bureau Longitudinal Business Database - 13

Indian Health Service - 13

Integrated Public Use Microdata Series - 12

Service Annual Survey - 12

General Accounting Office - 12

ASEC - 12

National Institutes of Health - 12

Small Business Administration - 12

Census Edited File - 11

Some Other Race - 11

Detailed Earnings Records - 11

Board of Governors - 11

Postal Service - 11

University of Chicago - 11

Environmental Protection Agency - 11

Retail Trade - 11

American Economic Association - 11

Department of Education - 10

Citizenship and Immigration Services - 10

Harmonized System - 10

National Longitudinal Survey of Youth - 10

AKM - 10

Arts, Entertainment - 10

Generalized Method of Moments - 10

Disability Insurance - 10

SSA Numident - 10

Temporary Assistance for Needy Families - 10

New York University - 10

Cornell Institute for Social and Economic Research - 10

National Employer Survey - 9

United States Census Bureau - 9

MAFID - 9

World Trade Organization - 9

American Housing Survey - 9

University of Michigan - 9

Supreme Court - 9

NBER Summer Institute - 9

Wholesale Trade - 9

Securities and Exchange Commission - 9

Census Bureau Person Identification Validation System - 9

Annual Survey of Entrepreneurs - 9

MAF-ARF - 9

Core Based Statistical Area - 9

IQR - 8

Social and Economic Supplement - 8

Russell Sage Foundation - 8

Customs and Border Protection - 8

European Union - 8

Department of Agriculture - 8

Characteristics of Business Owners - 8

Health Care and Social Assistance - 8

Energy Information Administration - 8

Sloan Foundation - 8

Standard Statistical Establishment List - 8

Master Beneficiary Record - 8

Computer Assisted Personal Interview - 8

Social Science Research Institute - 8

Indian Housing Information Center - 8

Pew Research Center - 8

Standard Occupational Classification - 7

Occupational Employment Statistics - 7

Integrated Longitudinal Business Database - 7

Nonemployer Statistics - 7

Health and Retirement Study - 7

NUMIDENT - 7

Stanford University - 7

Federal Register - 7

Business R&D and Innovation Survey - 7

Educational Services - 7

Professional Services - 7

Medicaid Services - 7

Paycheck Protection Program - 7

Employment History File - 7

UC Berkeley - 7

Census Bureau Master Address File - 7

Business Formation Statistics - 7

Statistics Canada - 7

Department of Justice - 7

Legal Form of Organization - 6

Yale University - 6

CPS ASEC - 6

IBM - 6

Initial Public Offering - 6

Consumer Expenditure Survey - 6

Financial, Insurance and Real Estate Industries - 6

Business Research and Development and Innovation Survey - 6

Urban Institute - 6

Centers for Medicare - 6

Department of Energy - 6

Employer Characteristics File - 6

Centers for Disease Control and Prevention - 6

Current Population Survey Annual Social and Economic Supplement - 6

Duke University - 6

Journal of Economic Literature - 6

Council of Economic Advisers - 6

Company Organization Survey - 6

Information and Communication Technology Survey - 6

Cell Mean Public Use - 5

Ohio State University - 5

Geographic Information Systems - 5

Census Bureau Business Dynamics Statistics - 5

MTO - 5

Opportunity Atlas - 5

Survey of Consumer Finances - 5

Survey of Industrial Research and Development - 5

Management and Organizational Practices Survey - 5

National Establishment Time Series - 5

Agriculture, Forestry - 5

Public Administration - 5

Michigan Institute for Teaching and Research in Economics - 5

National Income and Product Accounts - 5

Federal Poverty Level - 5

Census Bureau Center for Economic Studies - 5

Center for Administrative Records Research - 5

Economic Research Service - 5

Federal Insurance Contribution Act - 5

National Academy of Sciences - 5

Harvard University - 5

Boston College - 5

Administrative Records - 5

National Ambient Air Quality Standards - 5

PIKed - 5

Federal Reserve Board of Governors - 5

Michigan Institute for Data Science - 5

George Mason University - 5

Herfindahl-Hirschman - 5

Retirement History Survey - 5

Public Use Micro Sample - 5

LEHD Program - 5

North American Industry Classi - 5

Census of Retail Trade - 4

Code of Federal Regulations - 4

Office of Personnel Management - 4

Department of Health and Human Services - 4

Minnesota Population Center - 4

North American Free Trade Agreement - 4

Columbia University - 4

University of Toronto - 4

American Immigration Council - 4

IZA - 4

Center for Administrative Records Research and Applications - 4

Ewing Marion Kauffman Foundation - 4

Department of Defense - 4

Net Present Value - 4

International Trade Commission - 4

Limited Liability Company - 4

Regression Discontinuity Design - 4

Manufacturing Energy Consumption Survey - 4

Society of Labor Economists - 4

Princeton University - 4

2SLS - 4

State Energy Data System - 4

TFPR - 4

European Commission - 4

National Opinion Research Center - 4

World Bank - 4

Kauffman Foundation - 4

Survey of Manufacturing Technology - 3

Commodity Flow Survey - 3

United Nations - 3

Longitudinal Research Database - 3

Brookings Institution - 3

Toxics Release Inventory - 3

Penn State University - 3

Harvard Business School - 3

CDF - 3

Cumulative Density Function - 3

Quarterly Journal of Economics - 3

American Economic Review - 3

Composite Person Record - 3

Business Services - 3

Bureau of Labor - 3

Department of Commerce - 3

Master Earnings File - 3

TFPQ - 3

Linear Probability Models - 3

Current Employment Statistics - 3

Federal Trade Commission - 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

National Research Council - 3

John Voorheis - 21

Lucia Foster - 20

John Haltiwanger - 16

John M. Abowd - 14

Nathan Goldschlag - 12

J. David Brown - 11

Emin Dinlersoz - 10

Sonya R. Porter - 10

Fariha Kamal - 9

Catherine Buffington - 9

Moises Yi - 9

Jonathan Eggleston - 9

Lars Vilhuber - 8

Maggie R. Jones - 8

Kevin Rinz - 8

Zachary Kroff - 7

Cheryl Grim - 6

Zoltan Wolf - 6

Jay Stewart - 6

Martha Stinson - 6

Cristina Tello-Trillo - 6

Randall Akee - 6

Jonathan Colmer - 6

Lawrence Warren - 6

Kevin L. McKinney - 6

Misty L. Heggeness - 6

Ariel J. Binder - 5

Nikolas Zolas - 5

Thomas B. Foster - 5

Renuka Bhaskar - 5

Leah R. Clark - 5

Kendall Houghton - 5

Marta Murray-Close - 5

G. Jacob Blackwood - 4

Cindy Cunningham - 4

Sabrina Wulff Pabilonia - 4

Ryan Monarch - 4

Nicholas Bloom - 4

Kristina McElheran - 4

Erik Brynjolfsson - 4

Teresa C. Fort - 4

Sabrina T. Howell - 4

Charles Hokayem - 4

Eva Lyubich - 4

Amanda Eng - 4

Reed Walker - 4

Gloria G. Aldana - 4

Nikolas Pharris-Ciurej - 4

Leticia Fernandez - 4

Joseph Staudt - 4

Danielle H. Sandler - 4

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

David Card - 3

Jesse Rothstein - 3

Peter Schott - 3

Sean Wang - 3

Seula Kim - 3

Richard Mansfield - 3

Ethan Krohn - 3

Mary Munro - 3

Jennifer Withrow - 3

Emek Basker - 3

Suvy Qin - 3

Kyle Handley - 3

Timothy R. Wojan - 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

Matthew Staiger - 3

J. Daniel Kim - 3

Sarah Miller - 3

Laura Wherry - 3

Javier Miranda - 3

Shawn Klimek - 3

Victoria Udalova - 3

earnings - 59

employed - 59

labor - 58

employ - 57

workforce - 54

population - 52

survey - 51

recession - 49

respondent - 42

ethnicity - 40

market - 33

hispanic - 33

minority - 32

disparity - 32

manufacturing - 32

employee - 32

immigrant - 32

disadvantaged - 31

innovation - 31

payroll - 30

sector - 29

economist - 29

revenue - 28

growth - 26

census bureau - 26

entrepreneur - 26

earner - 26

poverty - 26

resident - 26

investment - 26

estimating - 25

racial - 25

economically - 25

disclosure - 25

industrial - 25

entrepreneurship - 24

ethnic - 24

company - 24

socioeconomic - 23

race - 23

export - 23

salary - 23

irs - 23

immigration - 23

statistical - 22

expenditure - 22

enterprise - 22

tax - 22

census data - 21

neighborhood - 21

macroeconomic - 21

patent - 21

gdp - 21

production - 21

econometric - 21

residence - 20

agency - 20

sale - 19

housing - 19

spillover - 19

welfare - 19

hiring - 19

trend - 18

venture - 18

finance - 18

heterogeneity - 18

worker - 18

unemployed - 18

data - 18

data census - 17

demand - 17

import - 17

financial - 17

migrant - 17

percentile - 16

enrollment - 16

report - 16

segregation - 16

rent - 16

incentive - 16

endogeneity - 16

1040 - 16

family - 15

entrepreneurial - 15

intergenerational - 15

citizen - 15

occupation - 14

residential - 14

technological - 14

loan - 14

relocation - 14

corporation - 14

quarterly - 14

eligibility - 13

investor - 13

exporter - 13

impact - 13

patenting - 13

discrimination - 13

microdata - 13

taxpayer - 13

inventory - 12

use census - 12

state - 12

rural - 12

funding - 12

job - 12

hire - 12

establishment - 12

datasets - 12

federal - 12

record - 12

graduate - 11

census responses - 11

wealth - 11

importer - 11

earn - 11

estimation - 11

manufacturer - 11

black - 11

researcher - 11

medicaid - 11

bias - 11

census employment - 10

parent - 10

proprietor - 10

innovate - 10

employment growth - 10

white - 10

migration - 10

imputation - 10

aggregate - 10

parental - 9

child - 9

coverage - 9

proprietorship - 9

assessed - 9

retirement - 9

home - 9

renter - 9

community - 9

pandemic - 9

metropolitan - 9

trading - 9

lender - 9

employment earnings - 9

financing - 9

household surveys - 9

monopolistic - 9

native - 9

urban - 9

migrate - 9

profit - 9

filing - 9

environmental - 9

emission - 9

census household - 9

mexican - 9

efficiency - 8

eligible - 8

enrolled - 8

incorporated - 8

census disclosure - 8

mortgage - 8

ssa - 8

labor markets - 8

prevalence - 8

acquisition - 8

poorer - 8

shipment - 8

multinational - 8

supplier - 8

imported - 8

borrower - 8

lending - 8

debt - 8

produce - 8

invention - 8

innovative - 8

productive - 8

productivity growth - 8

innovating - 8

organizational - 8

city - 8

migrating - 8

geographically - 8

dependent - 8

income data - 8

pollution - 8

commerce - 7

retailer - 7

wholesale - 7

productivity dispersion - 7

generation - 7

homeowner - 7

insurance - 7

latino - 7

segregated - 7

price - 7

consumption - 7

tariff - 7

exporting - 7

investing - 7

invest - 7

census survey - 7

subsidy - 7

startup - 7

relocate - 7

employment statistics - 7

mobility - 7

reside - 7

citizenship - 7

stock - 7

bank - 7

exogeneity - 7

confidentiality - 7

woman - 7

saving - 7

regional - 7

adoption - 7

competitor - 7

workers earnings - 7

labor statistics - 6

regress - 6

maternal - 6

economic census - 6

mortality - 6

asian - 6

propensity - 6

rurality - 6

founder - 6

credit - 6

importing - 6

earnings employees - 6

equity - 6

fund - 6

2010 census - 6

prospect - 6

security - 6

technology - 6

growth productivity - 6

innovator - 6

employment estimates - 6

employment data - 6

workplace - 6

employment trends - 6

borrowing - 6

banking - 6

leverage - 6

provided census - 6

epa - 6

pollution exposure - 6

sectoral - 6

monopolistically - 6

pollutant - 6

policymakers - 6

birth - 6

analysis - 6

research - 6

accounting - 6

retail - 5

merchandise - 5

university - 5

degree - 5

decade - 5

education - 5

house - 5

indian - 5

benefit - 5

suburb - 5

international trade - 5

foreign - 5

firms export - 5

multinational firms - 5

creditor - 5

commodity - 5

exported - 5

risk - 5

sociology - 5

effects employment - 5

productivity estimates - 5

productivity shocks - 5

factory - 5

region - 5

opportunity - 5

unobserved - 5

longitudinal - 5

census records - 5

shift - 5

sampling - 5

survey households - 5

population survey - 5

geographic - 5

wage growth - 5

family income - 5

household income - 5

income households - 5

income children - 5

immigrant workers - 5

globalization - 5

public - 5

concentration - 5

exposure - 5

ownership - 5

linked census - 5

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outsourced - 5

surveys censuses - 5

research census - 5

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institutional - 5

gender - 5

unemployment rates - 5

medicare - 5

database - 5

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regressing - 5

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associate - 5

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regulation - 5

assimilation - 5

classified - 5

census research - 5

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reporting - 5

statistician - 5

grocery - 4

measures productivity - 4

views census - 4

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career - 4

nonemployer businesses - 4

educated - 4

schooling - 4

adulthood - 4

death - 4

disability - 4

country - 4

recessionary - 4

agriculture - 4

health - 4

residential segregation - 4

suburbanization - 4

technology adoption - 4

good - 4

spending - 4

consumer - 4

purchase - 4

subsidiary - 4

downstream - 4

trader - 4

sourcing - 4

disaster - 4

hurricane - 4

town - 4

effect wages - 4

wage gap - 4

census 2020 - 4

firms patents - 4

patents firms - 4

factor productivity - 4

depreciation - 4

business startups - 4

area - 4

layoff - 4

developed - 4

patented - 4

employment dynamics - 4

worker demographics - 4

longitudinal employer - 4

employment distribution - 4

moving - 4

specialization - 4

shareholder - 4

bankruptcy - 4

borrow - 4

income individuals - 4

immigrated - 4

custom - 4

privacy - 4

publicly - 4

industry wages - 4

endogenous - 4

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labor productivity - 4

survey income - 4

tenure - 4

electricity - 4

energy - 4

earnings age - 4

employment wages - 4

taxation - 4

matching - 4

recession exposure - 4

subsidized - 4

cost - 4

indicator - 4

policy - 4

immigrant entrepreneurs - 4

renewable - 4

union - 4

fertility - 4

aggregate productivity - 4

earnings workers - 4

employment measures - 4

censuses surveys - 4

dispersion productivity - 3

warehouse - 3

productivity variation - 3

program census - 3

mother - 3

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college - 3

cohort - 3

midwest - 3

urbanized - 3

exporters multinationals - 3

export market - 3

affluent - 3

wage earnings - 3

crime - 3

asset - 3

firm patenting - 3

productivity dynamics - 3

wage effects - 3

patenting firms - 3

work census - 3

turnover - 3

collateral - 3

aging - 3

younger firms - 3

wages employment - 3

firms age - 3

firms young - 3

autoregressive - 3

growth employment - 3

shock - 3

information - 3

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firms import - 3

expense - 3

restaurant - 3

apartment - 3

location - 3

outsourcing - 3

exogenous - 3

income survey - 3

neighbor - 3

records census - 3

race census - 3

fuel - 3

corporate - 3

larger firms - 3

interracial - 3

employment effects - 3

impact employment - 3

parents income - 3

earnings growth - 3

income neighborhoods - 3

volatility - 3

ancestry - 3

executive - 3

firms grow - 3

poor - 3

average - 3

industry variation - 3

assessing - 3

network - 3

reallocation productivity - 3

geography - 3

oligopolistic - 3

regulatory - 3

customer - 3

utility - 3

merger - 3

enforcement - 3

locality - 3

wage data - 3

polluting - 3

econometrician - 3

fiscal - 3

earnings inequality - 3

pregnancy - 3

mandate - 3

tech - 3

business data - 3

employer household - 3

employment count - 3

measures employment - 3

workforce indicators - 3

employed census - 3

statistical agencies - 3

Viewing papers 11 through 20 of 292


  • Working Paper

    Receipt of Public and Private Food Assistance Across the Rural-Urban Continuum Before and During the COVID-19 Pandemic: Analysis of Current Population Survey Data

    August 2025

    Working Paper Number:

    CES-25-51

    Background: The nutrition safety net in the United States is critical to supporting food security among households in need. Food assistance in the United States includes both government-funded food programs and private community-based providers who distribute food to in need households. The COVID-19 pandemic impacted experiences of food security and use of private and public food assistance resources. However, this may have differed for households residing in urban versus rural areas. We explored receipt of Supplemental Nutrition Assistance Program (SNAP) benefits or food from community-based emergency food providers across a detailed measure of the rural-urban continuum before and during the COVID-19 pandemic. Methods: We linked restricted use Current Population Survey Food Security Supplement data to census-tract level United States Department of Agriculture Rural-Urban Commuting Area codes to estimate prevalence of self-reported SNAP participation and receipt of emergency food support across temporal (2015-2019 versus 2020-2021) and socio-spatial (urban, large rural city/town, small rural town, or isolated rural town/area) dimensions. We report prevalences as point estimates with 95% confidence intervals, all weighted for national representation. Results: The weighted prevalence of self-reported SNAP participation was 8.9% (8.7-9.2%) in 2015-2019 and 9.1% (8.5-9.5%) in 2020-2021 in urban areas, 11.4% (10.8-12.2%) in 2015-2019 and 11.6% (10.5-12.9%) in 2020-2021 in large rural towns/cities, 13.4% (12.3-14.6%) in 2015-2019 and 12.3% (10.5-14.5%) in 2020-2021 in small rural towns, and 9.7% (8.6-10.9%) in 2015-2019 and 10.9% (8.8-13.4% )in 2020-2021 isolated rural towns. The weighted prevalence of self-reported receipt of emergency food was 4.9% (4.8-5.1%) in 2015-2019 and 6.2% (5.8-6.5%) in 2020-2021 in urban areas, 6.8% (6.2-7.4%) in 2015-2019 and 7.6% (6.6-8.6%) in 2020-2021 in large rural towns/cities, 8.1% (7.3-9.1%) in 2015-2019 and 7.1% (5.7-8.8%) in 2020-2021 in small rural towns, and 6.8% (5.9-7.7%) in 2015-2019 and 8.5% (6.7-10.6%) in 2020-2021 isolated rural towns. Conclusion: Households in rural communities use public and private food assistance at higher rates than urban areas, but there is variation across communities depending on the level of rurality.
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  • Working Paper

    Locating Hispanic Americans, 1900-2020

    July 2025

    Working Paper Number:

    CES-25-50

    This study examines Hispanic Americans' residential settlement patterns nationwide in the last 120 years. Drawing on newly available neighborhood data for the whole country as early as 1900, it documents the direction and timing of changes in two aspects of their location. First, it charts Hispanics' transition from a predominantly rural population to majority metropolitan by 1930 and also their growing presence in all regions of the U.S. while still maintaining a predominance in the West and Texas. Second, it provides the first evidence of the long-term trajectory of their segregation from whites in the metropolitan areas where they were settling. As shown by studies of more recent decades, Hispanics were never as segregated as African Americans. Nonetheless, similar to African Americans, their segregation from whites increased to high levels through the middle of the century, followed by slow decline. For both groups metropolitan segregation was driven mainly by segregation among central city neighborhoods prior to the 1940s. But new forms of segregation ' a growing city/suburb divide and increasing segregation among suburban places ' have become the largest contributors to segregation today.
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  • Working Paper

    Technifying Ventures

    July 2025

    Working Paper Number:

    CES-25-49

    How do advanced technology adoption and venture capital (VC) funding impact employment and growth? An analysis of data from the US Census Bureau suggests that while both advanced technology use and VC funding matter on their own for firm outcomes, their joint presence is most strongly correlated with higher employment levels. VC presence is linked with a high increase in employment, though primarily among a limited subset of firms. In contrast, technology adoption is associated with a smaller rise in employment, yet it influences a considerably larger number of firms. A model of startups is created, focusing on decisions to use advanced technology and seek VC funding. The model is compared with firm-level data on employment, advanced technology use, and VC investment. Several thought experiments are conducted using the model. Some experiments assess the importance of advanced technology and VC in the economy. Others examine the reallocation effects across firms with different technology choices and funding sources in response to shifts in taxes and subsidies.
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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.
    View Full Paper PDF
  • Working Paper

    Trade Within Multinational Boundaries

    July 2025

    Working Paper Number:

    CES-25-46

    We leverage newly linked data from the U.S. Census Bureau and the U.S. Bureau of Economic Analysis to study transactions within U.S. multinational enterprises (MNEs). We show that using administrative data on intrafirm trade allows us to correct for measurement error in survey data and to identify the positive relationship between input-output (IO) linkages and the probability of trade between U.S. parents and their foreign affiliates. We also document the prevalence of intrafirm trade: more than half (three-quarters) of affiliates worldwide (in North America) export to or import from their U.S. parent. Our findings provide strong empirical support for traditional theories of firm boundaries that predict trade between vertically linked units of the same firm, and underscore the importance of accounting for the trade frictions that shape MNEs' regional supply chains.
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  • Working Paper

    Credit Access in the United States

    July 2025

    Working Paper Number:

    CES-25-45

    We construct new population-level linked administrative data to study households' access to credit in the United States. These data reveal large differences in credit access by race, class, and hometown. By age 25, Black individuals, those who grew up in low-income families, and those who grew up in certain areas (including the Southeast and Appalachia) have significantly lower credit scores than other groups. Consistent with lower scores generating credit constraints, these individuals have smaller balances, more credit inquiries, higher credit card utilization rates, and greater use of alternative higher-cost forms of credit. Tests for alternative definitions of algorithmic bias in credit scores yield results in opposite directions. From a calibration perspective, group-level differences in credit scores understate differences in delinquency: conditional on a given credit score, Black individuals and those from low-income families fall delinquent at relatively higher rates. From a balance perspective, these groups receive lower credit scores even when comparing those with the same future repayment behavior. Addressing both of these biases and expanding credit access to groups with lower credit scores requires addressing group-level differences in delinquency rates. These delinquencies emerge soon after individuals access credit in their early twenties, often due to missed payments on credit cards, student loans, and other bills. Comprehensive measures of individuals' income profiles, income volatility, and observed wealth explain only a small portion of these repayment gaps. In contrast, we find that the large variation in repayment across hometowns mostly reflects the causal effect of childhood exposure to these places. Places that promote upward income mobility also promote repayment and expand credit access even conditional on income, suggesting that common place-level factors may drive behaviors in both credit and labor markets. We discuss suggestive evidence for several mechanisms that drive our results, including the role of social and cultural capital. We conclude that gaps in credit access by race, class, and hometown have roots in childhood environments.
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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

    Investments under Risk: Evidence from Hurricane Strikes

    June 2025

    Working Paper Number:

    CES-25-43

    We demonstrate that firms with plants in areas subject to a significant hurricane strike reduce their capital expenditures at the hurricane-affected plants and shift capital expenditures to plants in non-hurricane-affected areas. This effect is not present prior to 1997 and only appears from 1997 on. Our evidence is consistent with the possibility that a significant climate event such as the signing of the Kyoto Protocol raised the salience of the perceived risk from actual hurricane strikes and shifted firm behavior.
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  • Working Paper

    The Rural/Urban Volunteering Divide

    June 2025

    Working Paper Number:

    CES-25-42

    Are rural residents more likely to volunteer than those living in urban places? Although early sociological theory posited that rural residents were more likely to experience social bonds connecting them to their community, increasing their odds of volunteer engagement, empirical support is limited. Drawing upon the full population of rural and urban respondents to the United States Census Bureau's Current Population Survey (CPS) Volunteering Supplement (2002-2015), we found that rural respondents are more likely to report volunteering compared to urban respondents, although these differences are decreasing over time. Moreover, we found that propensities for rural and urban volunteerism vary based on differences in both individual and place-based characteristics; further, the size of these effects differ across rural and urban places. These findings have important implications for theory and empirical analysis.
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  • Working Paper

    The Decline of Volunteering in the United States: Is it the Economy?

    June 2025

    Working Paper Number:

    CES-25-41

    This article investigates the complex interactions between local and national economic contexts and volunteering behavior. We examine three dimensions of local economic context'economic disadvantage (e.g., the percentage of families living in poverty), income inequality, and economic growth (e.g., the change in median household income) and the impact of a national/global economic jolt'the Great Recession. Analysis of data from the Current Population Survey's (CPS) Volunteering Supplement (2002-2015) reveals. Individuals who live in places characterized by economic disadvantage and economic inequality are less likely to volunteer than individuals in more advantaged, equitable communities. The recession had a dampening effect on volunteering overall, but it had the largest dampening effect on individual volunteering in communities with above average rates of income equality and higher rates of economic growth. While individuals living in rural communities were more likely to volunteer than their urban counterparts before the recession, rural/urban differences disappear after the recession.
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