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

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Longitudinal Business Database - 142

Center for Economic Studies - 140

North American Industry Classification System - 135

Current Population Survey - 120

Longitudinal Employer Household Dynamics - 103

Bureau of Economic Analysis - 101

Internal Revenue Service - 98

National Science Foundation - 96

Standard Industrial Classification - 94

Employer Identification Numbers - 83

Annual Survey of Manufactures - 79

Ordinary Least Squares - 75

Census Bureau Disclosure Review Board - 74

American Community Survey - 71

National Bureau of Economic Research - 70

Economic Census - 67

Total Factor Productivity - 65

Social Security Administration - 57

Federal Statistical Research Data Center - 56

Federal Reserve Bank - 55

Census of Manufactures - 55

Metropolitan Statistical Area - 53

Business Register - 52

Quarterly Census of Employment and Wages - 50

Alfred P Sloan Foundation - 47

County Business Patterns - 43

Chicago Census Research Data Center - 43

Longitudinal Research Database - 43

Business Dynamics Statistics - 42

Disclosure Review Board - 41

Survey of Income and Program Participation - 41

Social Security - 39

Census Bureau Business Register - 39

Decennial Census - 36

Quarterly Workforce Indicators - 36

Department of Labor - 35

Standard Statistical Establishment List - 34

Protected Identification Key - 33

Unemployment Insurance - 33

Social Security Number - 32

Cornell University - 32

University of Maryland - 31

University of Chicago - 31

Research Data Center - 31

Special Sworn Status - 30

Federal Reserve System - 29

Service Annual Survey - 27

Cobb-Douglas - 26

Census Bureau Longitudinal Business Database - 26

Office of Management and Budget - 23

Local Employment Dynamics - 21

Longitudinal Firm Trade Transactions Database - 19

Department of Homeland Security - 19

2010 Census - 19

International Trade Research Report - 19

American Economic Review - 19

Business Employment Dynamics - 19

Department of Economics - 18

Employer Characteristics File - 18

LEHD Program - 18

Census of Manufacturing Firms - 18

Characteristics of Business Owners - 17

Financial, Insurance and Real Estate Industries - 17

Kauffman Foundation - 17

Occupational Employment Statistics - 16

National Institute on Aging - 16

Generalized Method of Moments - 16

Small Business Administration - 16

Retail Trade - 16

Permanent Plant Number - 16

Herfindahl Hirschman Index - 15

Employment History File - 15

Department of Commerce - 15

Organization for Economic Cooperation and Development - 15

Master Address File - 14

Postal Service - 14

National Income and Product Accounts - 14

Quarterly Journal of Economics - 14

Cornell Institute for Social and Economic Research - 14

Core Based Statistical Area - 14

W-2 - 13

Survey of Business Owners - 13

Bureau of Labor - 13

IQR - 13

Individual Characteristics File - 13

Michigan Institute for Teaching and Research in Economics - 13

American Economic Association - 13

Harmonized System - 13

Journal of Economic Literature - 13

University of Michigan - 13

Current Employment Statistics - 12

Board of Governors - 12

World Trade Organization - 12

Labor Productivity - 12

Standard Occupational Classification - 12

Office of Personnel Management - 12

National Longitudinal Survey of Youth - 12

Company Organization Survey - 12

Patent and Trademark Office - 12

New York Times - 12

Labor Turnover Survey - 11

COVID-19 - 11

Establishment Micro Properties - 11

National Center for Health Statistics - 11

PSID - 11

NBER Summer Institute - 11

New York University - 11

TFPQ - 11

Business Master File - 11

Information and Communication Technology Survey - 10

Person Validation System - 10

VAR - 10

Journal of Labor Economics - 10

Review of Economics and Statistics - 10

Census Bureau Center for Economic Studies - 10

Securities and Exchange Commission - 9

Technical Services - 9

Annual Business Survey - 9

JOLTS - 9

Social and Economic Supplement - 9

Energy Information Administration - 9

Environmental Protection Agency - 9

Composite Person Record - 9

Department of Agriculture - 9

Successor Predecessor File - 9

AKM - 9

Journal of Political Economy - 9

Council of Economic Advisers - 9

Wholesale Trade - 9

Sloan Foundation - 9

Detailed Earnings Records - 9

Customs and Border Protection - 9

BLS Handbook of Methods - 9

Agency for Healthcare Research and Quality - 9

National Academy of Sciences - 8

Employer-Household Dynamics - 8

Herfindahl-Hirschman - 8

Census of Retail Trade - 8

Integrated Longitudinal Business Database - 8

Accommodation and Food Services - 8

United States Census Bureau - 8

Ohio State University - 8

Columbia University - 8

General Accounting Office - 8

Boston College - 8

Survey of Industrial Research and Development - 8

Urban Institute - 8

Business Register Bridge - 8

UC Berkeley - 8

Limited Liability Company - 8

Michigan Institute for Data Science - 8

Federal Tax Information - 8

United Nations - 8

Retirement History Survey - 8

University of California Los Angeles - 8

North American Industry Classi - 8

Journal of Economic Perspectives - 8

Census Bureau Business Dynamics Statistics - 8

Statistics Canada - 8

Economic Research Service - 8

Medical Expenditure Panel Survey - 8

Harvard University - 8

Administrative Records - 8

American Statistical Association - 8

Federal Trade Commission - 7

Department of Justice - 7

Census Numident - 7

National Institutes of Health - 7

Consumer Expenditure Survey - 7

Federal Statistical System - 7

Business R&D and Innovation Survey - 7

North American Free Trade Agreement - 7

National Establishment Time Series - 7

Yale University - 7

Business Services - 7

COMPUSTAT - 7

Center for Administrative Records Research - 7

MIT Press - 7

American Housing Survey - 7

Census Industry Code - 7

Educational Services - 6

Russell Sage Foundation - 6

Person Identification Validation System - 6

TFPR - 6

National Employer Survey - 6

CDF - 6

Agriculture, Forestry - 6

Cumulative Density Function - 6

Department of Education - 6

Stanford University - 6

Earned Income Tax Credit - 6

Management and Organizational Practices Survey - 6

Business Research and Development and Innovation Survey - 6

National Center for Science and Engineering Statistics - 6

Integrated Public Use Microdata Series - 6

Ewing Marion Kauffman Foundation - 6

Annual Survey of Entrepreneurs - 6

Review of Economic Studies - 6

Center for Research in Security Prices - 6

Department of Housing and Urban Development - 6

Census of Services - 6

Business Formation Statistics - 6

Census 2000 - 6

Kauffman Firm Survey - 6

Linear Probability Models - 5

Arts, Entertainment - 5

Professional Services - 5

Commodity Flow Survey - 5

Department of Energy - 5

Oil and Gas Extraction - 5

University of Texas - 5

Nonemployer Statistics - 5

COVID - 5

Supplemental Nutrition Assistance Program - 5

Health and Retirement Study - 5

University of Toronto - 5

International Trade Commission - 5

2SLS - 5

Disability Insurance - 5

Personally Identifiable Information - 5

Federal Reserve Bank of Chicago - 5

Indian Health Service - 5

Public Administration - 5

Initial Public Offering - 5

George Mason University - 5

Stern School of Business - 5

Georgetown University - 5

World Bank - 5

Fabricated Metal Products - 5

Duke University - 4

DOB - 4

PIKed - 4

SSA Numident - 4

MAF-ARF - 4

Centers for Disease Control and Prevention - 4

Survey of Consumer Finances - 4

IZA - 4

Heckscher-Ohlin - 4

Data Management System - 4

Paycheck Protection Program - 4

Princeton University - 4

European Commission - 4

Housing and Urban Development - 4

ASEC - 4

Foreign Direct Investment - 4

1940 Census - 4

Journal of Human Resources - 4

National Health Interview Survey - 4

Guzman and Stern - 4

Temporary Assistance for Needy Families - 4

Department of Defense - 4

Hypothesis 2 - 4

Public Use Micro Sample - 4

State Energy Data System - 4

Wal-Mart - 4

Federal Insurance Contribution Act - 4

Journal of International Economics - 4

International Standard Industrial Classification - 4

Securities Data Company - 4

Penn State University - 4

Pollution Abatement Costs and Expenditures - 4

National Research Council - 4

Consolidated Metropolitan Statistical Areas - 4

American Immigration Council - 3

MWTP - 3

Legal Form of Organization - 3

Minnesota Population Center - 3

Adjusted Gross Income - 3

MTO - 3

Citizenship and Immigration Services - 3

New England County Metropolitan - 3

Computer Assisted Personal Interview - 3

Current Population Survey Annual Social and Economic Supplement - 3

Manufacturing Energy Consumption Survey - 3

European Union - 3

Pew Research Center - 3

Federal Government - 3

CAAA - 3

Health Care and Social Assistance - 3

HHS - 3

Value Added - 3

Research and Development - 3

Princeton University Press - 3

Probability Density Function - 3

IBM - 3

Census Bureau Master Address File - 3

Summary Earnings Records - 3

Society of Labor Economists - 3

Social Security Disability Insurance - 3

Journal of Econometrics - 3

Insurance Information Institute - 3

Sample Edited Detail File - 3

Supreme Court - 3

Boston Research Data Center - 3

Electronic Data Interchange - 3

Chicago RDC - 3

E32 - 3

WECD - 3

Cambridge University Press - 3

employed - 101

labor - 100

employ - 99

workforce - 94

recession - 79

payroll - 72

employee - 67

earnings - 62

manufacturing - 62

growth - 61

economist - 60

econometric - 60

macroeconomic - 58

production - 58

sector - 57

industrial - 55

survey - 53

market - 52

sale - 50

quarterly - 49

expenditure - 45

enterprise - 45

revenue - 42

demand - 41

estimating - 39

agency - 38

worker - 38

entrepreneurship - 38

endogeneity - 35

gdp - 35

labor statistics - 34

statistical - 32

economically - 32

report - 32

job - 31

respondent - 30

entrepreneur - 30

employment growth - 30

investment - 29

unemployed - 29

occupation - 29

census employment - 29

census bureau - 28

aggregate - 28

hiring - 27

trend - 26

efficiency - 26

salary - 26

longitudinal - 25

employment statistics - 25

employment data - 25

productivity growth - 25

company - 24

earner - 24

layoff - 24

entrepreneurial - 24

estimation - 24

produce - 24

establishment - 23

microdata - 22

industry productivity - 22

data - 22

export - 21

organizational - 20

earn - 20

data census - 20

census data - 20

proprietor - 20

productive - 20

employment dynamics - 20

economic census - 20

finance - 19

unemployment rates - 19

regress - 19

acquisition - 19

innovation - 19

hire - 19

estimates employment - 19

workplace - 19

spillover - 18

profit - 18

financial - 18

proprietorship - 17

incentive - 17

research census - 17

corporation - 17

population - 16

housing - 16

growth productivity - 16

metropolitan - 16

regression - 16

monopolistic - 15

accounting - 15

technological - 15

heterogeneity - 15

shift - 15

welfare - 15

work census - 15

employment estimates - 15

labor productivity - 15

manufacturer - 15

depreciation - 14

relocation - 14

disparity - 14

socioeconomic - 14

employment unemployment - 14

employee data - 14

profitability - 14

insurance - 14

residential - 14

state - 14

tenure - 14

bias - 13

resident - 13

price - 13

retailer - 13

wholesale - 13

enrollment - 13

irs - 13

inventory - 13

productivity dispersion - 13

recessionary - 13

import - 13

leverage - 13

econometrician - 13

employment count - 13

hispanic - 12

tariff - 12

federal - 12

statistician - 12

retail - 12

filing - 12

poverty - 12

firms productivity - 12

specialization - 12

productivity dynamics - 12

multinational - 12

startup - 12

venture - 12

clerical - 12

employing - 12

turnover - 12

aggregation - 12

corporate - 11

minority - 11

regressing - 11

disadvantaged - 11

financing - 11

rates employment - 11

discrimination - 11

information census - 11

employer household - 11

regional - 11

decline - 11

declining - 11

merger - 11

incorporated - 10

state employment - 10

rural - 10

migration - 10

commodity - 10

exporter - 10

region - 10

compensation - 10

debt - 10

equity - 10

analysis - 10

researcher - 10

labor markets - 10

consumption - 10

residence - 10

disclosure - 10

cost - 10

average - 10

outsourcing - 10

coverage - 10

datasets - 10

regulation - 10

patent - 9

measures employment - 9

shock - 9

loan - 9

yearly - 9

employment flows - 9

relocate - 9

commerce - 9

censuses surveys - 9

2010 census - 9

neighborhood - 9

investor - 9

factor productivity - 9

younger firms - 9

immigrant - 9

longitudinal employer - 9

employment trends - 9

competitor - 9

productivity measures - 9

aggregate productivity - 9

reallocation productivity - 9

indicator - 9

workforce indicators - 9

business data - 9

founder - 9

endogenous - 9

decade - 9

aging - 9

spending - 8

warehousing - 8

unemployment insurance - 8

ethnicity - 8

race - 8

inflation - 8

opportunity - 8

home - 8

census survey - 8

dispersion productivity - 8

sector productivity - 8

prevalence - 8

consumer - 8

prospect - 8

innovate - 8

relocating - 8

woman - 8

geographically - 8

bankruptcy - 8

product - 8

sourcing - 8

productivity increases - 8

trends employment - 8

buyer - 8

mobility - 8

trends labor - 8

wages productivity - 8

ownership - 8

retirement - 8

area - 8

racial - 7

shipment - 7

pricing - 7

rate - 7

custom - 7

lender - 7

study - 7

paper census - 7

exogeneity - 7

measures productivity - 7

effects employment - 7

benefit - 7

union - 7

agriculture - 7

technology - 7

productivity estimates - 7

stock - 7

wage growth - 7

firms employment - 7

firms young - 7

wealth - 7

firms census - 7

estimator - 7

use census - 7

tax - 7

employment earnings - 7

forecast - 7

department - 7

record - 7

policy - 7

worker demographics - 7

classified - 7

classification - 7

subsidiary - 7

externality - 7

businesses census - 7

census years - 7

surveys censuses - 7

rent - 7

census business - 7

employment measures - 7

census research - 7

factory - 7

empirical - 7

ethnic - 6

migrate - 6

migrant - 6

trading - 6

purchase - 6

household surveys - 6

lending - 6

bank - 6

credit - 6

research - 6

grocery - 6

productivity variation - 6

good - 6

shareholder - 6

job growth - 6

outsourced - 6

gender - 6

firms grow - 6

industry growth - 6

quantity - 6

discrepancy - 6

autoregressive - 6

contract - 6

utilization - 6

emission - 6

industry variation - 6

econometrically - 6

recession employment - 6

rates productivity - 6

exporting - 6

database - 6

startup firms - 6

segregation - 6

imputation - 6

supplier - 6

analysis productivity - 6

employment recession - 6

economic statistics - 6

confidentiality - 6

firm growth - 6

producing - 6

growth firms - 6

owned businesses - 6

restructuring - 6

agglomeration economies - 6

agglomeration - 6

capital - 6

monopolistically - 5

productivity capital - 5

innovator - 5

unobserved - 5

black - 5

white - 5

educated - 5

matching - 5

borrowing - 5

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collateral - 5

warehouse - 5

productivity analysis - 5

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city - 5

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insured - 5

funding - 5

prices products - 5

competitiveness - 5

income data - 5

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medicare - 5

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regional economic - 5

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employment wages - 5

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substitute - 4

survey income - 4

level productivity - 4

expense - 4

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restaurant - 4

executive - 4

tech - 4

entry productivity - 4

importing - 4

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census use - 4

public - 4

startups employees - 4

wage gap - 4

transition - 4

exogenous - 4

firm dynamics - 4

pension - 4

health insurance - 4

insurance coverage - 4

linked census - 4

census file - 4

wage data - 4

privacy - 4

productivity firms - 4

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international trade - 4

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business owners - 4

dependent - 4

moving - 4

commute - 4

productivity wage - 4

yield - 4

employment entrepreneurship - 4

heterogeneous - 4

retailing - 4

coverage employer - 4

pollution - 4

environmental - 4

statistical agencies - 4

capital productivity - 4

strategic - 3

geographic - 3

education - 3

schooling - 3

career - 3

sampling - 3

mortgage - 3

distribution - 3

mandate - 3

employed census - 3

childcare - 3

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security - 3

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renter - 3

disaster - 3

estimates production - 3

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latino - 3

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export market - 3

employment production - 3

establishments data - 3

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parental - 3

wages production - 3

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premium - 3

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industry wages - 3

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liquidation - 3

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manufacturing industries - 3

wage differences - 3

survey data - 3

statistical disclosure - 3

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income year - 3

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environmental regulation - 3

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Viewing papers 11 through 20 of 350


  • Working Paper

    Trapped or Transferred: Worker Mobility and Labor Market Power in the Energy Transition

    December 2025

    Authors: Minwoo Hyun

    Working Paper Number:

    CES-25-76

    Using matched employer-employee data covering 1.35 million US workers separated from the fossil fuel extraction industry between 1999 and 2019, I estimate how local fossil fuel labor demand shocks affect employment and earnings. Employment probabilities fall markedly after exposure, and earnings decline gradually over the first seven years with only partial recovery by ten years since exposure to the shocks. Workers who remain in the fossil fuel sector, disproportionately men in sector-specific roles, experience nearly twice the earnings losses of those who switch sectors, possibly due to limited occupational mobility. Among non-switchers, losses are larger in labor markets with high employer concentration, indicating that scarce outside options translate into lower reemployment wages and weaker bargaining positions. Geographic movers fare worse than stayers, reflecting negative selection (younger, lower-earning) and relocation to metropolitan areas where fossil fuel or low-skilled service sectors remain highly concentrated, leaving monopsony power intact.
    View Full Paper PDF
  • Working Paper

    National Chains and Trends in Retail Productivity Dispersion

    September 2025

    Working Paper Number:

    CES-25-64

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

    Job Tasks, Worker Skills, and Productivity

    September 2025

    Working Paper Number:

    CES-25-63

    We present new empirical evidence suggesting that we can better understand productivity dispersion across businesses by accounting for differences in how tasks, skills, and occupations are organized. This aligns with growing attention to the task content of production. We link establishment-level data from the Bureau of Labor Statistics Occupational Employment and Wage Statistics survey with productivity data from the Census Bureau's manufacturing surveys. Our analysis reveals strong relationships between establishment productivity and task, skill, and occupation inputs. These relationships are highly nonlinear and vary by industry. When we account for these patterns, we can explain a substantial share of productivity dispersion across establishments.
    View Full Paper PDF
  • Working Paper

    Business Owners and the Self-Employed: 33 Million (and Counting!)

    September 2025

    Working Paper Number:

    CES-25-60

    Entrepreneurs are known to be key drivers of economic growth, and the rise of online platforms and the broader 'gig economy' has led self-employment to surge in recent decades. Yet the young and small businesses associated with this activity are often absent from economic data. In this paper, we explore a novel longitudinal dataset that covers the owners of tens of millions of the smallest businesses: those without employees. We produce three new sets of statistics on the rapidly growing set of nonemployer businesses. First, we measure transitions between self-employment and wage and salary jobs. Second, we describe nonemployer business entry and exit, as well as transitions between legal form (e.g., sole proprietorship to S corporation). Finally, we link owners to their nonemployer businesses and examine the dynamics of business ownership.
    View Full Paper PDF
  • Working Paper

    Unemployment Insurance, Wage Pass-Through, and Endogenous Take-Up

    September 2025

    Working Paper Number:

    CES-25-59

    This paper studies how unemployment insurance (UI) generosity affects reservation wages, re-employment wages, and benefit take-up. Using Benefit Accuracy Measurement (BAM) data, we estimate a cross-sectional elasticity of reservation wages with respect to weekly UI benefits of 0.014. Exploiting state variation in Pandemic Unemployment Assistance (PUA) intensity and the timing of federal supplements, we find that expanded benefits during COVID-19 increased reservation wages by 8'12 percent. Using CPS rotation data, we also document a 9 percent rise in re-employment wages for UI-eligible workers relative to ineligible workers. Over the same period, the UI take-up rate rose from roughly 30 to 40 percent; Probit estimates indicate that higher benefit levels, rather than changes in observables, account for this increase. A directed search model with an endogenous filing decision replicates these facts: generosity primarily operates through the extensive margin of take-up, which mutes the pass-through from benefits to wages.
    View Full Paper PDF
  • 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

    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.
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  • 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.
    View Full Paper PDF
  • 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

    '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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