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

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Longitudinal Business Database - 145

Center for Economic Studies - 143

North American Industry Classification System - 139

Current Population Survey - 122

Longitudinal Employer Household Dynamics - 107

Bureau of Economic Analysis - 102

Internal Revenue Service - 100

National Science Foundation - 96

Standard Industrial Classification - 94

Employer Identification Numbers - 85

Annual Survey of Manufactures - 80

Census Bureau Disclosure Review Board - 80

Ordinary Least Squares - 76

American Community Survey - 73

National Bureau of Economic Research - 70

Economic Census - 69

Total Factor Productivity - 66

Federal Statistical Research Data Center - 59

Social Security Administration - 59

Census of Manufactures - 56

Federal Reserve Bank - 56

Business Register - 54

Metropolitan Statistical Area - 54

Quarterly Census of Employment and Wages - 51

Alfred P Sloan Foundation - 48

County Business Patterns - 44

Disclosure Review Board - 43

Business Dynamics Statistics - 43

Chicago Census Research Data Center - 43

Longitudinal Research Database - 43

Survey of Income and Program Participation - 42

Social Security - 41

Census Bureau Business Register - 41

Decennial Census - 38

Department of Labor - 36

Quarterly Workforce Indicators - 36

Standard Statistical Establishment List - 35

Protected Identification Key - 34

Social Security Number - 33

Unemployment Insurance - 33

Cornell University - 32

University of Maryland - 31

University of Chicago - 31

Research Data Center - 31

Federal Reserve System - 30

Special Sworn Status - 30

Census Bureau Longitudinal Business Database - 27

Service Annual Survey - 27

Cobb-Douglas - 26

Office of Management and Budget - 23

Local Employment Dynamics - 21

Department of Homeland Security - 20

Business Employment Dynamics - 20

Census of Manufacturing Firms - 19

Employer Characteristics File - 19

Longitudinal Firm Trade Transactions Database - 19

2010 Census - 19

International Trade Research Report - 19

American Economic Review - 19

Department of Economics - 18

LEHD Program - 18

Characteristics of Business Owners - 17

Financial, Insurance and Real Estate Industries - 17

Kauffman Foundation - 17

Herfindahl Hirschman Index - 16

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

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

Patent and Trademark Office - 13

NBER Summer Institute - 13

Company Organization Survey - 13

Board of Governors - 13

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

World Trade Organization - 12

Labor Productivity - 12

Standard Occupational Classification - 12

Office of Personnel Management - 12

National Longitudinal Survey of Youth - 12

New York Times - 12

Department of Agriculture - 11

Person Validation System - 11

Labor Turnover Survey - 11

COVID-19 - 11

Establishment Micro Properties - 11

National Center for Health Statistics - 11

PSID - 11

New York University - 11

TFPQ - 11

Business Master File - 11

Securities and Exchange Commission - 10

AKM - 10

Social and Economic Supplement - 10

Multiple Worksite Report - 10

LODES - 10

Information and Communication Technology Survey - 10

VAR - 10

Journal of Labor Economics - 10

Review of Economics and Statistics - 10

Census Bureau Center for Economic Studies - 10

Boston College - 9

Economic Research Service - 9

Technical Services - 9

Annual Business Survey - 9

JOLTS - 9

Energy Information Administration - 9

Environmental Protection Agency - 9

Composite Person Record - 9

Successor Predecessor File - 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 Establishment Time Series - 8

Business Services - 8

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

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

Medical Expenditure Panel Survey - 8

Harvard University - 8

Administrative Records - 8

American Statistical Association - 8

Person Identification Validation System - 7

Earned Income Tax Credit - 7

Agriculture, Forestry - 7

LEHD Origin-Destination Employment Statistics - 7

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

Yale University - 7

COMPUSTAT - 7

Center for Administrative Records Research - 7

MIT Press - 7

American Housing Survey - 7

Census Industry Code - 7

2SLS - 6

Supplemental Nutrition Assistance Program - 6

Personally Identifiable Information - 6

Disability Insurance - 6

Department of Energy - 6

Educational Services - 6

Russell Sage Foundation - 6

TFPR - 6

National Employer Survey - 6

CDF - 6

Cumulative Density Function - 6

Department of Education - 6

Stanford University - 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

Temporary Assistance for Needy Families - 5

Centers for Disease Control and Prevention - 5

Federal Insurance Contribution Act - 5

Princeton University - 5

Linear Probability Models - 5

Arts, Entertainment - 5

Professional Services - 5

Commodity Flow Survey - 5

Oil and Gas Extraction - 5

University of Texas - 5

Nonemployer Statistics - 5

COVID - 5

Health and Retirement Study - 5

University of Toronto - 5

International Trade Commission - 5

Federal Emergency Management Agency - 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

Federal Register - 4

Federal Government - 4

Form W-2 - 4

Duke University - 4

DOB - 4

PIKed - 4

SSA Numident - 4

MAF-ARF - 4

Survey of Consumer Finances - 4

IZA - 4

Heckscher-Ohlin - 4

Data Management System - 4

Paycheck Protection Program - 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

Department of Defense - 4

Hypothesis 2 - 4

Public Use Micro Sample - 4

State Energy Data System - 4

Wal-Mart - 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

Department of Health and Human Services - 3

Workforce Information Council Administrative Wage Record Enhancement Study Group - 3

American Immigration Council - 3

MWTP - 3

Population Estimates Program - 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

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

labor - 101

employed - 101

employ - 100

workforce - 94

recession - 79

payroll - 73

employee - 68

earnings - 63

manufacturing - 62

growth - 61

economist - 60

econometric - 60

macroeconomic - 59

sector - 59

production - 58

survey - 55

industrial - 55

market - 53

quarterly - 51

sale - 51

enterprise - 46

expenditure - 45

revenue - 43

demand - 41

entrepreneurship - 39

agency - 39

estimating - 39

worker - 38

labor statistics - 35

endogeneity - 35

gdp - 35

statistical - 33

report - 33

economically - 32

entrepreneur - 31

employment growth - 31

job - 31

investment - 30

census employment - 30

respondent - 30

census bureau - 29

aggregate - 29

unemployed - 29

occupation - 29

hiring - 28

trend - 26

efficiency - 26

salary - 26

entrepreneurial - 25

earner - 25

longitudinal - 25

employment statistics - 25

employment data - 25

productivity growth - 25

establishment - 24

company - 24

layoff - 24

estimation - 24

produce - 24

microdata - 22

industry productivity - 22

data - 22

proprietor - 21

data census - 21

organizational - 21

export - 21

finance - 20

hire - 20

earn - 20

census data - 20

productive - 20

employment dynamics - 20

economic census - 20

financial - 19

incentive - 19

unemployment rates - 19

regress - 19

acquisition - 19

innovation - 19

estimates employment - 19

workplace - 19

population - 18

research census - 18

spillover - 18

profit - 18

metropolitan - 17

housing - 17

proprietorship - 17

corporation - 17

accounting - 16

heterogeneity - 16

socioeconomic - 16

welfare - 16

growth productivity - 16

regression - 16

residential - 15

relocation - 15

monopolistic - 15

technological - 15

shift - 15

work census - 15

employment estimates - 15

labor productivity - 15

manufacturer - 15

federal - 14

irs - 14

employment count - 14

resident - 14

depreciation - 14

disparity - 14

employment unemployment - 14

employee data - 14

profitability - 14

insurance - 14

state - 14

tenure - 14

hispanic - 13

poverty - 13

bias - 13

price - 13

retailer - 13

wholesale - 13

enrollment - 13

inventory - 13

productivity dispersion - 13

recessionary - 13

import - 13

leverage - 13

econometrician - 13

minority - 12

corporate - 12

tariff - 12

statistician - 12

retail - 12

filing - 12

firms productivity - 12

specialization - 12

productivity dynamics - 12

multinational - 12

startup - 12

venture - 12

clerical - 12

employing - 12

turnover - 12

aggregation - 12

equity - 11

average - 11

residence - 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

investor - 10

neighborhood - 10

relocate - 10

incorporated - 10

state employment - 10

rural - 10

migration - 10

commodity - 10

exporter - 10

region - 10

compensation - 10

debt - 10

analysis - 10

researcher - 10

labor markets - 10

consumption - 10

disclosure - 10

cost - 10

outsourcing - 10

coverage - 10

datasets - 10

regulation - 10

retirement - 9

prevalence - 9

tax - 9

relocating - 9

home - 9

patent - 9

measures employment - 9

shock - 9

loan - 9

yearly - 9

employment flows - 9

commerce - 9

censuses surveys - 9

2010 census - 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

union - 8

use census - 8

rent - 8

spending - 8

warehousing - 8

unemployment insurance - 8

ethnicity - 8

race - 8

inflation - 8

opportunity - 8

census survey - 8

dispersion productivity - 8

sector productivity - 8

consumer - 8

prospect - 8

innovate - 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

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

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

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

census business - 7

employment measures - 7

census research - 7

factory - 7

empirical - 7

funding - 6

black - 6

eligibility - 6

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

employment firms - 6

owned businesses - 6

restructuring - 6

agglomeration economies - 6

agglomeration - 6

capital - 6

investing - 5

pension - 5

medicaid - 5

census use - 5

provided census - 5

available census - 5

restaurant - 5

monopolistically - 5

productivity capital - 5

innovator - 5

unobserved - 5

white - 5

educated - 5

matching - 5

borrowing - 5

impact - 5

borrow - 5

collateral - 5

warehouse - 5

productivity analysis - 5

percentile - 5

businesses grow - 5

compliance - 5

country - 5

community - 5

gain - 5

employment effects - 5

productivity shocks - 5

city - 5

immigration - 5

migrating - 5

earnings age - 5

insured - 5

prices products - 5

competitiveness - 5

income data - 5

sectoral - 5

industry concentration - 5

analyst - 5

imported - 5

importer - 5

medicare - 5

healthcare - 5

regulatory - 5

industrial classification - 5

classifying - 5

epa - 5

productivity differences - 5

regulation productivity - 5

reporting - 5

workers earnings - 5

foreign - 5

regional economic - 5

associate - 5

downturn - 5

employment wages - 5

industry employment - 5

increase employment - 5

estimates productivity - 5

fluctuation - 5

innovative - 5

ssa - 5

information - 5

industry output - 5

profitable - 5

owner - 5

volatility - 5

subsidy - 5

invest - 4

fiscal - 4

taxpayer - 4

establishments data - 4

renter - 4

segregated - 4

impact employment - 4

employment distribution - 4

generation - 4

intergenerational - 4

fertility - 4

borrower - 4

banking - 4

employment declines - 4

merchandise - 4

productivity distribution - 4

small businesses - 4

crime - 4

assessed - 4

pandemic - 4

rurality - 4

creditor - 4

town - 4

sociology - 4

takeover - 4

invention - 4

manufacturing productivity - 4

advantage - 4

patenting - 4

wage regressions - 4

urbanization - 4

larger firms - 4

substitute - 4

survey income - 4

level productivity - 4

expense - 4

income survey - 4

earnings employees - 4

earnings workers - 4

observed productivity - 4

plant productivity - 4

franchising - 4

executive - 4

tech - 4

entry productivity - 4

importing - 4

exported - 4

public - 4

startups employees - 4

wage gap - 4

transition - 4

exogenous - 4

firm dynamics - 4

health insurance - 4

insurance coverage - 4

linked census - 4

census file - 4

wage data - 4

privacy - 4

productivity firms - 4

effect wages - 4

international trade - 4

growth employment - 4

business owners - 4

dependent - 4

moving - 4

commute - 4

productivity wage - 4

yield - 4

employment entrepreneurship - 4

heterogeneous - 4

retailing - 4

coverage employer - 4

pollution - 4

environmental - 4

statistical agencies - 4

capital productivity - 4

fund - 3

endowment - 3

eligible - 3

apartment - 3

strategic - 3

geographic - 3

education - 3

schooling - 3

career - 3

sampling - 3

mortgage - 3

distribution - 3

mandate - 3

employed census - 3

childcare - 3

poorer - 3

trade costs - 3

citizen - 3

investment productivity - 3

innovation productivity - 3

innovating - 3

firms age - 3

urban - 3

risk - 3

security - 3

midwest - 3

firms size - 3

disaster - 3

estimates production - 3

policymakers - 3

consolidated - 3

1040 - 3

enforcement - 3

latino - 3

refinery - 3

renewable - 3

corp - 3

elasticity - 3

uninsured - 3

maternal - 3

export market - 3

employment production - 3

business startups - 3

small firms - 3

customer - 3

technology adoption - 3

subsidized - 3

budget - 3

parental - 3

wages production - 3

wage industries - 3

firm innovation - 3

premium - 3

enrollee - 3

insurance premiums - 3

manager - 3

oligopolistic - 3

oligopoly - 3

publicly - 3

industry wages - 3

practices productivity - 3

liquidation - 3

bankrupt - 3

debtor - 3

manufacturing industries - 3

wage differences - 3

survey data - 3

statistical disclosure - 3

women earnings - 3

characteristics businesses - 3

income year - 3

assessing - 3

taxation - 3

agricultural - 3

inference - 3

family - 3

foreign trade - 3

exemption - 3

filed - 3

regressors - 3

diversify - 3

environmental regulation - 3

polluting - 3

employment changes - 3

equilibrium - 3

geography - 3

race census - 3

conglomerate - 3

diversification - 3

retiree - 3

efficient - 3

firms plants - 3

Viewing papers 31 through 40 of 356


  • Working Paper

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

    June 2025

    Working Paper Number:

    CES-25-36

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

    The Rising Returns to R&D: Ideas Are Not Getting Harder to Find

    May 2025

    Working Paper Number:

    CES-25-29

    R&D investment has grown robustly, yet aggregate productivity growth has stagnated. Is this because 'ideas are getting harder to find'? This paper uses micro-data from the US Census Bureau to explore the relationship between R&D and productivity in the manufacturing sector from 1976 to 2018. We find that both the elasticity of output (TFP) with respect to R&D and the marginal returns to R&D have risen sharply. Exploring factors affecting returns, we conclude that R&D obsolescence rates must have risen. Using a novel estimation approach, we find consistent evidence of sharply rising technological rivalry. These findings suggest that R&D has become more effective at finding productivity-enhancing ideas but these ideas may also render rivals' technologies obsolete, making innovations more transient.
    View Full Paper PDF
  • Working Paper

    Size Matters: Matching Externalities and the Advantages of Large Labor Markets

    April 2025

    Working Paper Number:

    CES-25-22

    Economists have long hypothesized that large and thick labor markets facilitate the matching between workers and firms. We use administrative data from the LEHD to compare the job search outcomes of workers originally in large and small markets who lost their jobs due to a firm closure. We define a labor market as the Commuting Zone'industry pair in the quarter before the closure. To account for the possible sorting of high-quality workers into larger markets, the effect of market size is identified by comparing workers in large and small markets within the same CZ, conditional on workers fixed effects. In the six quarters before their firm's closure, workers in small and large markets have a similar probability of employment and quarterly earnings. Following the closure, workers in larger markets experience significantly shorter non-employment spells and smaller earning losses than workers in smaller markets, indicating that larger markets partially insure workers against idiosyncratic employment shocks. A 1 percent increase in market size results in a 0.015 and 0.023 percentage points increase in the 1-year re-employment probability of high school and college graduates, respectively. Displaced workers in larger markets also experience a significantly lower need for relocation to a different CZ. Conditional on finding a new job, the quality of the new worker-firm match is higher in larger markets, as proxied by a higher probability that the new match lasts more than one year; the new industry is the same as the old one; and the new industry is a 'good fit' for the worker's college major. Consistent with the notion that market size should be particularly consequential for more specialized workers, we find that the effects are larger in industries where human capital is more specialized and less portable. Our findings may help explain the geographical agglomeration of industries'especially those that make intensive use of highly specialized workers'and validate one of the mechanisms that urban economists have proposed for the existence of agglomeration economies.
    View Full Paper PDF
  • Working Paper

    Work Organization and Cumulative Advantage

    March 2025

    Working Paper Number:

    CES-25-18

    Over decades of wage stagnation, researchers have argued that reorganizing work can boost pay for disadvantaged workers. But upgrading jobs could inadvertently shift hiring away from those workers, exacerbating their disadvantage. We theorize how work organization affects cumulative advantage in the labor market, or the extent to which high-paying positions are increasingly allocated to already-advantaged workers. Specifically, raising technical skill demands exacerbates cumulative advantage by shifting hiring towards higher-skilled applicants. In contrast, when employers increase autonomy or skills learned on-the-job, they raise wages to buy worker consent or commitment, rather than pre-existing skill. To test this idea, we match administrative earnings to task descriptions from job posts. We compare earnings for workers hired into the same occupation and firm, but under different task allocations. When employers raise complexity and autonomy, new hires' starting earnings increase and grow faster. However, while the earnings boost from complex, technical tasks shifts employment toward workers with higher prior earnings, worker selection changes less for tasks learned on-the-job and very little for high autonomy tasks. These results demonstrate how reorganizing work can interrupt cumulative advantage.
    View Full Paper PDF
  • Working Paper

    The Intangible Divide: Why Do So Few Firms Invest in Innovation?

    February 2025

    Working Paper Number:

    CES-25-15

    Investments in software, R&D, and advertising have surged, nearing half of U.S. private nonresidential investment. Yet just a few hundred firms dominate this growth. Most firms, including large ones, regularly invest little in capitalized software and R&D, widening this 'intangible divide' despite falling intangible prices. Using comprehensive US Census microdata, we document these patterns and explore factors associated with intangible investment. We find that firms invest significantly less in innovation-related intangibles when their rivals invest more. One firm's investment can obsolesce rivals' investments, reducing returns. This negative pecuniary externality worsens the intangible divide, potentially leading to significant misallocation.
    View Full Paper PDF
  • Working Paper

    Workers' Job Prospects and Young Firm Dynamics

    January 2025

    Authors: Seula Kim

    Working Paper Number:

    CES-25-09

    This paper investigates how worker beliefs and job prospects impact the wages and growth of young firms, as well as the aggregate economy. Building a heterogeneous-firm directed search model where workers gradually learn about firm types, I find that learning generates endogenous wage differentials for young firms. High-performing young firms must pay higher wages than equally high-performing old firms, while low-performing young firms offer lower wages than equally low-performing old firms. Reduced uncertainty or labor market frictions lower the wage differentials, thereby enhancing young firm dynamics and aggregate productivity. The results are consistent with U.S. administrative employee-employer matched data.
    View Full Paper PDF
  • Working Paper

    Food Security Status Across the Rural-Urban Continuum Before and During the COVID-19 Pandemic

    January 2025

    Working Paper Number:

    CES-25-01

    Background: Food security, defined as consistent access to sufficient food to support an active life, is a crucial social determinant of health. A key dimension affecting food security is position along the rural-urban continuum, as there are important socio-economic and environmental differences between communities related to urbanicity or rurality that impact food access. The COVID-19 pandemic created social and economic shocks that altered financial and food security, which may have had differential effects by rurality and urbanicity. However, there has been limited research on how food security differs across the shades of the rural-urban community spectrum, as most often researchers have characterized communities as either urban or rural. Methods: In this study, which linked restricted use Current Population Survey Food Security Supplement data to census-tract level United States Department of Agriculture Rural-Urban Commuting Area codes, we estimated the prevalence of household food security across temporal (2015-2019 versus 2020-2021) and socio-spatial (urban, large rural city/town, small rural town, or isolated rural town/area) dimensions in order to characterize variations before and during the COVID-19 pandemic by urbanicity/rurality. We report prevalences as point estimates with 95% confidence intervals. Results: The prevalence of food security was 87.7% (87.5-88.0%) in 2015-2019 and 88.8% (88.4-89.3%) in 2020-2021 for urban areas, 85.5% (84.7-86.2%) in 2015-2019 and 87.1% (85.7-88.3%) in 2020-2021 for large rural towns/cities, 82.8% (81.5-84.1%) in 2015-2019 and 87.3% (85.7-89.2%) in 2020-2021 for small rural towns, and 87.6% (86.3-88.8%) in 2015-2019 and 90.9% (88.7-92.7%) in 2020-2021 for isolated rural towns/areas. Conclusion: These findings show that rural communities experiences of food security vary and aggregating households in these environments may mask areas of concern and concentrated need.
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  • Working Paper

    Places versus People: The Ins and Outs of Labor Market Adjustment to Globalization

    December 2024

    Working Paper Number:

    CES-24-78

    We analyze the distinct adjustment paths of U.S. labor markets (places) and U.S. workers (people) to increased Chinese import competition during the 2000s. Using comprehensive register data for 2000'2019, we document that employment levels more than fully rebound in trade-exposed places after 2010, while employment-to-population ratios remain depressed and manufacturing employment further atrophies. The adjustment of places to trade shocks is generational: affected areas recover primarily by adding workers to non-manufacturing who were below working age when the shock occurred. Entrants are disproportionately native-born Hispanics, foreign-born immigrants, women, and the college-educated, who find employment in relatively low-wage service sectors like medical services, education, retail, and hospitality. Using the panel structure of the employer-employee data, we decompose changes in the employment composition of places into trade-induced shifts in the gross flows of people across sectors, locations, and non-employment status. Contrary to standard models, trade shocks reduce geographic mobility, with both in- and out-migration remaining depressed through 2019. The employment recovery instead stems almost entirely from young adults and foreign-born immigrants taking their first U.S. jobs in affected areas, with minimal contributions from cross-sector transitions of former manufacturing workers. Although worker inflows into non-manufacturing more than fully offset manufacturing employment losses in trade-exposed locations after 2010, incumbent workers neither fully recover earnings losses nor predominately exit the labor market, but rather age in place as communities undergo rapid demographic and industrial transitions.
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  • Working Paper

    Financing, Ownership, and Performance: A Novel, Longitudinal Firm-Level Database

    December 2024

    Working Paper Number:

    CES-24-73

    The Census Bureau's Longitudinal Business Database (LBD) underpins many studies of firm-level behavior. It tracks longitudinally all employers in the nonfarm private sector but lacks information about business financing and owner characteristics. We address this shortcoming by linking LBD observations to firm-level data drawn from several large Census Bureau surveys. The resulting Longitudinal Employer, Owner, and Financing (LEOF) database contains more than 3 million observations at the firm-year level with information about start-up financing, current financing, owner demographics, ownership structure, profitability, and owner aspirations ' all linked to annual firm-level employment data since the firm hired its first employee. Using the LEOF database, we document trends in owner demographics and financing patterns and investigate how these business characteristics relate to firm-level employment outcomes.
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  • Working Paper

    The China Shock Revisited: Job Reallocation and Industry Switching in U.S. Labor Markets

    October 2024

    Working Paper Number:

    CES-24-65

    Using confidential administrative data from the U.S. Census Bureau we revisit how the rise in Chinese import penetration has reshaped U.S. local labor markets. Local labor markets more exposed to the China shock experienced larger reallocation from manufacturing to services jobs. Most of this reallocation occurred within firms that simultaneously contracted manufacturing operations while expanding employment in services. Notably, about 40% of the manufacturing job loss effect is due to continuing establishments switching their primary activity from manufacturing to trade-related services such as research, management, and wholesale. The effects of Chinese import penetration vary by local labor market characteristics. In areas with high human capital, including much of the West Coast and large cities, job reallocation from manufacturing to services has been substantial. In areas with low human capital and a high initial manufacturing share, including much of the Midwest and the South, we find limited job reallocation. We estimate this differential response to the China shock accounts for half of the 1997-2007 job growth gap between these regions.
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