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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

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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

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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

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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

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ssa - 5

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establishments data - 4

renter - 4

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impact employment - 4

employment distribution - 4

generation - 4

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fertility - 4

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banking - 4

employment declines - 4

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small businesses - 4

crime - 4

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rurality - 4

creditor - 4

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sociology - 4

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manufacturing productivity - 4

advantage - 4

patenting - 4

wage regressions - 4

urbanization - 4

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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

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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

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international trade - 4

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business owners - 4

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productivity wage - 4

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sampling - 3

mortgage - 3

distribution - 3

mandate - 3

employed census - 3

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firms age - 3

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risk - 3

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firms plants - 3

Viewing papers 321 through 330 of 356


  • Working Paper

    Differences in Job Growth and Persistence in Services and Manufacturing

    March 2000

    Working Paper Number:

    CES-00-04

    Employment flows in services have greatly exceeded those in manufacturing over the recent decade. We examine these differences and their variation over establishment sizes and types. We test three hypotheses which have been offered to explain these differences: (1) that the difference in behavior of single and multi-unit establishments accounts for much of the difference in the net and gross growth rates of jobs in services and manufacturing; (2) that relative wage differences have a disparate effect on employment growth for services and manufacturing, and (3) that the rates of persistence (or retention) of new jobs are higher in multi-unit establishments than in single unit firms, and similar between the sectors after controlling for this. We find that it is primarily the underlying differences in establishment age and size distributions that account for the substantial differences in the average gross and net job flow rates of the two sectors, and that relative wage differences have a similar effect on employment growth in services and manufacturing.
    View Full Paper PDF
  • Working Paper

    NEW DATA FOR DYNAMIC ANALYSIS: THE LONGITUDINAL ESTABLISHMENT AND ENTERPRISE MICRODATA (LEEM) FILE

    December 1999

    Authors: Alicia Robb

    Working Paper Number:

    CES-99-18

    Until now, research on U.S. business activities over time has been hindered by the lack of accurate and comprehensive longitudinal data. The new Longitudinal Establishment and Enterprise Microdata (LEEM) are tremendously rich data that open up numerous possibilities for dynamic analyses of businesses in the U.S. economy. It is the first nationwide high-quality longitudinal database that covers the majority of employer businesses from all sectors of the economy. Due to the confidential nature of these data, the file is located at the Center for Economic Studies in the U.S. Bureau of the Census. To access the data, researchers must submit an acceptable proposal to CES and become sworn Census researchers. This paper describes the LEEM file, the variables contained on the file, and current uses of the data.
    View Full Paper PDF
  • Working Paper

    The Characteristics of Business Owners Database, 1992

    May 1999

    Authors: Brian Headd

    Working Paper Number:

    CES-99-08

    This report describes the Characteristics of Business Owners (CBO), 1992 microdata available to researchers at the Center for Economic Studies and the CBO survey. The Bureau of the Census has conducted the 1982, 1987, and 1992 CBOs for the U.S. Small Business Administration, the Minority Business Development Agency, and the general public. For the 1992 CBO, there were three surveys, a sole proprietor survey, an owner survey for each owner in partnerships and S corporations, and a firm survey for each partnership and S corporation. For database purposes, the owner questions on the sole proprietors survey and owner survey were merged, and the firm questions on the sole proprietors survey and firm survey were merged. The owner database has 116,589 records, and the firm survey has 78,147 records. The CBO reports on owners about their background such as owner type (race, and ethnicity), age, education, work experience, veteran status, etc. The CBO reports on firms (with and without employees) about their economic details such as industry, financing, home-based, exporting, franchising, profits, etc. In addition, the CBO was conducted in 1996 on firms in existence in 1992 allowing for some survivability analysis. The CBO over samples women and minority owners to allow researchers to more reliably study these owners. This survey is an extension of the Survey of Minority-Owned Business Enterprises (SMOBE) and Survey of Women-Owned Businesses (WOB) within the economic census. The CBO is available as a report, special tabulations, or microdata for approved researchers.
    View Full Paper PDF
  • Working Paper

    ON THE SOURCES AND SIZE OF EMPLOYMENT ADJUSTMENT COSTS

    May 1999

    Authors: Lucia Foster

    Working Paper Number:

    CES-99-07

    Micro employment adjustment costs affect not only establishment-level dynamics but can also affect aggregate employment dynamics. The difficulties in directly observing and measuring these adjustment costs necessitate an indirect approach in order to learn more about the sources and size of these costs. This paper examines differences in employment adjustments by worker and establishment characteristics using micro-level data for approximately 11,000 U.S. manufacturing plants. Differences in the speed of adjustment within the organizing framework of the traditional partial adjustment model are used to identify the source and size of employment adjustment costs. The estimates are undertaken using three different techniques and under a variety of assumptions concerning market structure, worker heterogeneity, and degree of interrelation of inputs. The estimates show that employment adjustment speeds differ over worker and establishment characteristics in a manner that is consistent with the underlying adjustment cost stories. These differences suggest that systematic changes in the distribution of establishments over these characteristics can influence aggregate employment dynamics in response to a shock through compositional effects.
    View Full Paper PDF
  • Working Paper

    Large Plant Data in the LRD: Selection of a Sample for Estimation

    March 1999

    Working Paper Number:

    CES-99-06

    This paper describes preliminary work with the LRD during our tenure at the Census Bureau as participants in the ASA/NSF/Census Research Program. The objective of the work described here were two-fold. First, we wanted to examine the suitableness of these data for the calculation of plant-level productivity indexes, following procedures typically implemented with time series data. Second, we wanted to select a small number of 2-digit industry groups that would be well suited to the estimation of production functions and systems of factor share equations and factor demand forecasting equations with system-wide techniques. This description of our initial work may be useful to other researchers who are interested in the LRD for the analysis of productivity growth and/or the estimation of systems of factor equations, because the specific results reported in this memo suggest that the data are of good quality, or because the nature of the tasks undertaken provides insight into issues that arise in the analysis of longitudinal establishment data.
    View Full Paper PDF
  • Working Paper

    Does Firms' Financial Status Affect Plant-Level Investment and Exit Decisions?

    January 1999

    Authors: Joachim K Winter

    Working Paper Number:

    CES-99-03

    This paper investigates the influence of a firm's financial status on the within-firm allocation of funds, reflected in its plant-level investment and exit decisions. In the empirical analysis, financial status is measured by both standard measures and an indicator variable recently suggested by Kaplan and Zingales. Based on these firm-level financial variables and on planet-level investment and production data from the U.S. Census Bureau's Longitudinal Research Database(LRD), econometric models of plant operating regimes are estimated which summarize investment and exit decisions. The empirical evidence supports the view that firm-level financial status affects investments and market exit decisions observed at the plant level.
    View Full Paper PDF
  • Working Paper

    NEW EVIDENCE ON SEX SEGREGATION AND SEX DIFFERENCES IN WAGES FROM MATCHED EMPLOYEE-EMPLOYER DATA*

    December 1998

    Working Paper Number:

    CES-98-18

    We assemble a new matched employer-employee data set covering essentially all industries and occupations across all regions of the U.S. We use this data set to re-examine the question of the relative contributions to the overall sex gap in wages of sex segregation vs. wage differences by sex within occupation, industry, establishment, and occupation-establishment cells. This new data set is especially useful because earlier research on this topic relied on data sets that covered only a narrow range of industries, occupations, or regions. Our results indicate that a sizable fraction of the sex gap in wages is accounted for by the segregation of women into lower-paying occupations, industries, establishments, and occupations within establishments. Nonetheless, a substantial part of the sex gap in wages remains attributable to the individual's sex. This latter finding contrasts sharply with the conclusions of previous research (especially Groshen, 1991), which indicated that sex segregation accounted for essentially all of the sex wage gap. Further research into the sources of within-establishment within-occupation sex wage differences is therefore much more important than previously thought.
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  • Working Paper

    THE MANUFACTURING PLANT OWNERSHIP CHANGE DATABASE: ITS CONSTRUCTION AND USEFULNESS

    September 1998

    Authors: Sang V Nguyen

    Working Paper Number:

    CES-98-16

    The Center for Economic Studies, U. S. Bureau of the Census, has constructed the "Manufacturing Plant Ownership Change Database" (OCD)using plant-level data taken from the Census Bureau's Longitudinal Research Database (LRD). The OCD contains data on all manufacturing establishments that have experienced ownership change at least once during the period 1963-1992 . This is a unique data set which, together with the LRD, can be used to conduct a variety of economic studies that were not possible before. This paper describes how the OCD was constructed and discusses the usefulness of these data for economic research.
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  • Working Paper

    Aggregate Productivity Growth: Lessons From Microeconomic Evidence

    September 1998

    Working Paper Number:

    CES-98-12

    In this study we focus on the role of the reallocation of activity across individual producers for aggregate productivity growth. A growing body of empirical analysis yields striking patterns in the behavior of establishment-level reallocation and productivity. Nevertheless, a review of existing studies yields a wide range of findings regarding the contribution of reallocation to aggregate productivity growth. Through our review of existing studies and our own sensitivity analysis, we find that reallocation plays a significant role in the changes in productivity growth at the industry level and that the impact of net entry is disproportionate since entering plants tend to displace less productive exiting plants, even after controlling for overall average growth in productivity. However, an important conclusion of our sensitivity analysis is that the quantitative contribution of reallocation to the aggregate change in productivity is sensitive to the decomposition methodology employed. Our findings also confirm and extend others in the literature that indicate that both learning and selection effects are important in this context. A novel aspect of our analysis is that we have examined the role of reallocation for aggregate productivity growth to a selected set of service sector industries. Our analysis considers the 4-digit industries that form the 3-digit industry automobile repair shops. We found tremendous churning in this industry with extremely large rates of entry and exit. Moreover, we found that productivity growth in the industry is dominated establishment data at Census, the results are quite striking and clearly call for further analysis.
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  • Working Paper

    Job Reallocation And The Business Cycle: New Facts An Old Debate

    September 1998

    Working Paper Number:

    CES-98-11

    This paper provides new facts on the nature of job reallocation over the business cycle, and addresses the question of whether reallocation causes recessions or recessions cause reallocation. Although we do not resolve the question of causality, two general findings emerge that advance our understanding of job reallocation and business cycles. First, much of the cyclical fluctuation in gross job flows occurs in larger plants with relatively moderate employment growth that tends to be transitory, especially at medium-term horizons (up to five years). Unusually large employment growth rates, especially plant startups and shutdowns, are primarily small-plant phenomena and tend to be permanent, less cyclical, and occur later in recessions. Further, high job flow rates occur primarily in plants previously experiencing sharp employment contractions or expansions. Second, key variables that should determine the allocation factors of production across plants and sectors do in fact appear to be related to gross job flows, particularly job destruction. Relative prices, productivity, and investment exhibit time series correlations with job reallocation that suggest that allocative driving forces may contribute significantly to business cycle fluctuations.
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