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Papers Containing Tag(s): 'Bureau of Economic Analysis'

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Center for Economic Studies - 107

Bureau of Labor Statistics - 102

Longitudinal Business Database - 97

North American Industry Classification System - 92

Annual Survey of Manufactures - 74

National Science Foundation - 72

Total Factor Productivity - 68

National Bureau of Economic Research - 66

Standard Industrial Classification - 63

Ordinary Least Squares - 60

Census of Manufactures - 58

Internal Revenue Service - 47

Longitudinal Research Database - 45

Economic Census - 40

Census Bureau Disclosure Review Board - 37

Metropolitan Statistical Area - 37

Business Register - 35

Federal Reserve Bank - 34

Census of Manufacturing Firms - 34

Chicago Census Research Data Center - 34

Federal Statistical Research Data Center - 32

Longitudinal Firm Trade Transactions Database - 29

Current Population Survey - 29

Special Sworn Status - 28

Employer Identification Numbers - 28

Cobb-Douglas - 25

Standard Statistical Establishment List - 24

County Business Patterns - 24

American Community Survey - 24

Census Bureau Business Register - 23

Census Bureau Longitudinal Business Database - 23

Longitudinal Employer Household Dynamics - 22

Research Data Center - 22

National Income and Product Accounts - 20

Federal Reserve System - 19

University of Chicago - 19

Department of Commerce - 18

Disclosure Review Board - 18

Harmonized System - 17

Business Dynamics Statistics - 16

Wholesale Trade - 15

World Trade Organization - 14

Organization for Economic Cooperation and Development - 14

University of Maryland - 14

Alfred P Sloan Foundation - 14

Generalized Method of Moments - 14

Decennial Census - 14

Social Security Administration - 14

Michigan Institute for Teaching and Research in Economics - 14

World Bank - 13

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Environmental Protection Agency - 12

Survey of Industrial Research and Development - 12

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International Trade Research Report - 12

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Information and Communication Technology Survey - 11

Commodity Flow Survey - 10

Herfindahl Hirschman Index - 10

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2010 Census - 10

Journal of Economic Literature - 10

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Customs and Border Protection - 9

Boston College - 9

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New York University - 9

Council of Economic Advisers - 9

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American Statistical Association - 9

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Securities and Exchange Commission - 8

American Economic Association - 8

Technical Services - 8

Business R&D and Innovation Survey - 8

Business Research and Development and Innovation Survey - 8

IQR - 8

National Center for Health Statistics - 8

Quarterly Journal of Economics - 8

Patent and Trademark Office - 8

Survey of Business Owners - 7

Retail Trade - 7

Accommodation and Food Services - 7

Fabricated Metal Products - 7

European Union - 7

Quarterly Census of Employment and Wages - 7

Company Organization Survey - 7

North American Industry Classi - 7

Energy Information Administration - 7

Survey of Income and Program Participation - 7

American Economic Review - 7

Cornell University - 7

Statistics Canada - 7

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Boston Research Data Center - 7

National Ambient Air Quality Standards - 7

National Center for Science and Engineering Statistics - 6

United Nations - 6

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COVID-19 - 6

Ewing Marion Kauffman Foundation - 6

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Business Formation Statistics - 6

Review of Economics and Statistics - 6

Journal of Political Economy - 6

Public Use Micro Sample - 6

State Energy Data System - 6

Federal Trade Commission - 6

University of California Los Angeles - 6

Establishment Micro Properties - 6

Electronic Data Interchange - 6

Center for Research in Security Prices - 6

Securities Data Company - 6

COMPUSTAT - 6

Federal Register - 5

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International Trade Commission - 5

TFPR - 5

Census of Retail Trade - 5

Arts, Entertainment - 5

Consumer Expenditure Survey - 5

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University of Toronto - 5

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Social Security Number - 5

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Annual Business Survey - 5

Characteristics of Business Owners - 5

UC Berkeley - 5

Journal of Econometrics - 5

Sloan Foundation - 5

Management and Organizational Practices Survey - 5

Economic Research Service - 5

Herfindahl-Hirschman - 5

Department of Justice - 5

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National Institutes of Health - 5

E32 - 5

Georgetown University - 5

Duke University - 5

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National Research Council - 5

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American Housing Survey - 4

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Russell Sage Foundation - 4

Michigan Institute for Data Science - 4

Current Employment Statistics - 4

Professional Services - 4

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Research and Development - 4

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National Academy of Sciences - 4

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European Commission - 3

Department of Defense - 3

Educational Services - 3

Centers for Disease Control and Prevention - 3

National Establishment Time Series - 3

COVID - 3

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IBM - 3

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Federal Reserve Bank of Chicago - 3

VAR - 3

Department of Health and Human Services - 3

Temporary Assistance for Needy Families - 3

Data Management System - 3

Individual Characteristics File - 3

Quarterly Workforce Indicators - 3

PSID - 3

Wal-Mart - 3

National Employer Survey - 3

Review of Economic Studies - 3

Cambridge University Press - 3

Journal of Economic Perspectives - 3

Northwestern University - 3

Unemployment Insurance - 3

Columbia University - 3

1940 Census - 3

Integrated Public Use Microdata Series - 3

Agriculture, Forestry - 3

BLS Handbook of Methods - 3

Employer-Household Dynamics - 3

New York Times - 3

National Longitudinal Survey of Youth - 3

MIT Press - 3

Journal of International Economics - 3

Earned Income Tax Credit - 3

Hypothesis 2 - 3

Computer Aided Design - 3

Computer Network Use Supplement - 3

National Institute on Aging - 3

Medical Expenditure Panel Survey - 3

Value Added - 3

Administrative Records - 3

production - 77

manufacturing - 67

econometric - 61

market - 60

macroeconomic - 54

expenditure - 51

industrial - 51

economically - 46

sale - 46

growth - 46

gdp - 45

economist - 43

export - 40

recession - 40

investment - 39

sector - 38

revenue - 36

estimating - 36

demand - 33

produce - 33

enterprise - 31

labor - 30

employ - 28

multinational - 27

efficiency - 26

exporter - 25

spillover - 25

company - 25

aggregate - 24

endogeneity - 24

depreciation - 23

import - 22

productivity growth - 22

regional - 21

estimation - 20

entrepreneurship - 18

productive - 18

innovation - 18

monopolistic - 18

quarterly - 18

price - 17

workforce - 17

survey - 17

earnings - 17

employed - 17

consumption - 16

employee - 16

industry productivity - 16

organizational - 16

acquisition - 16

trading - 15

technological - 15

metropolitan - 15

profit - 15

statistical - 15

wholesale - 15

manufacturer - 15

trend - 15

shipment - 14

subsidiary - 14

specialization - 14

employment growth - 14

cost - 14

finance - 13

foreign - 13

tariff - 13

commodity - 13

profitability - 13

factory - 13

payroll - 13

report - 13

exporting - 12

supplier - 12

exported - 12

financial - 12

population - 12

importer - 12

venture - 12

entrepreneur - 12

region - 12

inventory - 12

growth productivity - 12

entrepreneurial - 12

geographically - 12

agency - 12

econometrician - 12

impact - 11

pollution - 11

outsourced - 11

outsourcing - 11

diversification - 11

productivity dynamics - 11

leverage - 11

data - 11

pricing - 11

firms export - 10

debt - 10

imported - 10

sourcing - 10

stock - 10

emission - 10

poverty - 10

salary - 10

establishment - 10

heterogeneity - 10

firms productivity - 10

merger - 10

regulation - 9

custom - 9

investing - 9

investor - 9

accounting - 9

incentive - 9

equity - 9

commerce - 9

microdata - 9

housing - 9

warehousing - 9

international trade - 9

epa - 9

environmental - 9

country - 9

rent - 9

competitor - 9

rural - 9

regional economic - 9

regression - 9

area - 9

plants industry - 9

regulatory - 8

invest - 8

exporters multinationals - 8

economic census - 8

spending - 8

gain - 8

inflation - 8

welfare - 8

multinational firms - 8

importing - 8

productivity shocks - 8

monopolistically - 8

relocation - 8

estimates employment - 8

corporate - 8

productivity measures - 8

aggregate productivity - 8

immigrant - 8

geography - 8

respondent - 8

productivity dispersion - 8

externality - 8

exogeneity - 8

wages productivity - 8

aggregation - 8

shock - 8

good - 7

factor productivity - 7

productivity estimates - 7

patent - 7

prospect - 7

sector productivity - 7

labor productivity - 7

endogenous - 7

state - 7

ethnicity - 7

industry variation - 7

socioeconomic - 7

geographic - 7

analysis - 7

forecast - 7

industries estimate - 7

worker - 7

plant productivity - 7

census bureau - 7

statistician - 7

retail - 7

dispersion productivity - 7

capital - 7

producing - 7

pollutant - 7

trader - 6

consumer - 6

downstream - 6

incorporated - 6

technology - 6

disadvantaged - 6

labor markets - 6

regress - 6

ethnic - 6

industry concentration - 6

globalization - 6

relocating - 6

disparity - 6

migrant - 6

measures productivity - 6

agriculture - 6

tax - 6

immigration - 6

warehouse - 6

productivity plants - 6

declining - 6

bankruptcy - 6

shareholder - 6

census data - 6

empirical - 6

rate - 6

restructuring - 6

takeover - 6

polluting - 6

competitiveness - 6

agglomeration economies - 6

agglomeration - 6

urbanization - 6

asset - 5

loan - 5

bank - 5

borrowing - 5

information census - 5

trade costs - 5

innovate - 5

productivity size - 5

practices productivity - 5

entry productivity - 5

policymakers - 5

federal - 5

larger firms - 5

capital productivity - 5

city - 5

economic growth - 5

residence - 5

diversified - 5

labor statistics - 5

proprietor - 5

autoregressive - 5

indicator - 5

minority - 5

hispanic - 5

resident - 5

migration - 5

industry output - 5

employment dynamics - 5

unemployed - 5

average - 5

retailer - 5

retailing - 5

buyer - 5

surveys censuses - 5

transition - 5

estimates productivity - 5

analysis productivity - 5

quantity - 5

tenure - 5

liquidation - 5

expense - 5

data census - 5

hiring - 5

decline - 5

recessionary - 5

rates productivity - 5

strategic - 5

firms plants - 5

environmental regulation - 5

plant investment - 5

plant - 5

manufacturing plants - 5

efficient - 5

retirement - 4

merchandise - 4

corp - 4

exports countries - 4

financing - 4

lending - 4

lender - 4

borrow - 4

credit - 4

banking - 4

poorer - 4

purchase - 4

export market - 4

investment productivity - 4

manufacturing productivity - 4

productivity capital - 4

midwest - 4

job - 4

occupation - 4

estimates production - 4

competitive - 4

diversify - 4

research census - 4

level productivity - 4

neighborhood - 4

employment statistics - 4

corporation - 4

firms trade - 4

econometrically - 4

residential - 4

business data - 4

classified - 4

shift - 4

businesses census - 4

utilization - 4

economic statistics - 4

productivity increases - 4

oligopolistic - 4

industrial classification - 4

sectoral - 4

rates employment - 4

researcher - 4

bankrupt - 4

fluctuation - 4

innovator - 4

contract - 4

wage variation - 4

volatility - 4

regressors - 4

opportunity - 4

agricultural - 4

heterogeneous - 4

unobserved - 4

manufacturing industries - 4

pollution abatement - 4

conglomerate - 4

polluting industries - 4

plants industries - 4

profitable - 4

plants firms - 4

funding - 3

fund - 3

endowment - 3

home - 3

collateral - 3

customer - 3

founder - 3

innovation productivity - 3

chemical - 3

concentration - 3

location - 3

exogenous - 3

employment estimates - 3

industry wages - 3

wage growth - 3

urban - 3

growth employment - 3

percentile - 3

startup - 3

analyst - 3

migrating - 3

relocate - 3

imputation - 3

turnover - 3

downturn - 3

pandemic - 3

recession exposure - 3

regulation productivity - 3

disclosure - 3

observed productivity - 3

local economic - 3

earner - 3

firms grow - 3

industry employment - 3

subsidy - 3

taxation - 3

census years - 3

enrollment - 3

public - 3

managerial - 3

management - 3

exporting firms - 3

electricity prices - 3

employing - 3

impact employment - 3

wages production - 3

medicaid - 3

prevalence - 3

database - 3

datasets - 3

manager - 3

privacy - 3

decade - 3

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productivity variation - 3

debtor - 3

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workplace - 3

hire - 3

yield - 3

productivity firms - 3

census research - 3

latino - 3

family - 3

technology adoption - 3

layoff - 3

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unemployment rates - 3

partnership - 3

equilibrium - 3

foreign trade - 3

abatement expenditures - 3

costs pollution - 3

environmental expenditures - 3

product - 3

technical - 3

performance - 3

valuation - 3

regional industries - 3

firms census - 3

locality - 3

reallocation productivity - 3

Viewing papers 81 through 90 of 227


  • Working Paper

    Multinationals Offshoring, and the Decline of U.S. Manufacturing

    January 2017

    Working Paper Number:

    CES-17-22

    We provide three new stylized facts that characterize the role of multinationals in the U.S. manufacturing employment decline, using a novel microdata panel from 1993-2011 that augments U.S. Census data with firm ownership information and transaction-level trade. First, over this period, U.S. multinationals accounted for 41% of the aggregate manufacturing decline, disproportionate to their employment share in the sector. Second, U.S. multinational-owned establishments had lower employment growth rates than a narrowly-defined control group. Third, establishments that became part of a multinational experienced job losses, accompanied by increased foreign sourcing of intermediates by the parent firm. To establish whether imported intermediates are substitutes or complements for U.S. employment, we develop a model of input sourcing and show that the employment impact of foreign sourcing depends on a key elasticity of firm size to production efficiency. Structural estimation of this elasticity finds that imported intermediates substitute for U.S. employment. In general equilibrium, our estimates imply a sizable manufacturing employment decline of 13%.
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  • Working Paper

    Declining Dynamism, Allocative Efficiency, and the Productivity Slowdown

    January 2017

    Working Paper Number:

    CES-17-17

    A large literature documents declining measures of business dynamism including high-growth young firm activity and job reallocation. A distinct literature describes a slowdown in the pace of aggregate labor productivity growth. We relate these patterns by studying changes in productivity growth from the late 1990s to the mid 2000s using firm-level data. We find that diminished allocative efficiency gains can account for the productivity slowdown in a manner that interacts with the within firm productivity growth distribution. The evidence suggests that the decline in dynamism is reason for concern and sheds light on debates about the causes of slowing productivity growth.
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  • Working Paper

    Slow to Hire, Quick to Fire: Employment Dynamics with Asymmetric Responses to News

    January 2017

    Working Paper Number:

    CES-17-15

    Concave hiring rules imply that firms respond more to bad shocks than to good shocks. They provide a united explanation for several seemingly unrelated facts about employment growth in macro and micro data. In particular, they generate countercyclical movement in both aggregate conditional 'macro' volatility and cross-sectional 'micro' volatility as well as negative skewness in the cross section and in the time series at different level of aggregation. Concave establishment level responses of employment growth to TFP shocks estimated from Census data induce significant skewness, movements in volatility and amplification of bad aggregate shocks.
    View Full Paper PDF
  • Working Paper

    R&D, Attrition and Multiple Imputation in BRDIS

    January 2017

    Working Paper Number:

    CES-17-13

    Multiple imputation in business establishment surveys like BRDIS, an annual business survey in which some companies are sampled every year or multiple years, may enhance the estimates of total R&D in addition to helping researchers estimate models with subpopulations of small sample size. Considering a panel of BRDIS companies throughout the years 2008 to 2013 linked to LBD data, this paper uses the conclusions obtained with missing data visualization and other explorations to come up with a strategy to conduct multiple imputation appropriate to address the item nonresponse in R&D expenditures. Because survey design characteristics are behind much of the item and unit nonresponse, multiple imputation of missing data in BRDIS changes the estimates of total R&D significantly and alters the conclusions reached by models of the determinants of R&D investment obtained with complete case analysis.
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  • Working Paper

    State Taxation and the Reallocation of Business Activity: Evidence from Establishment-Level Data

    January 2017

    Working Paper Number:

    CES-17-02

    Using Census microdata on multi-state firms, we estimate the impact of state taxes on business activity. For C corporations, employment and the number of establishments have corporate tax elasticities of -0.4, and do not vary with changes in personal tax rates. Pass-through entity activities show tax elasticities of -0.2 to -0.3 with respect to personal tax rates, and are invariant with respect to corporate tax rates. Reallocation of productive resources to other states drives around half the effect. Capital shows similar patterns but is 36% less elastic than labor. The responses are strongest for firms in tradable and footloose industries.
    View Full Paper PDF
  • Working Paper

    An 'Algorithmic Links with Probabilities' Crosswalk for USPC and CPC Patent Classifications with an Application Towards Industrial Technology Composition

    March 2016

    Working Paper Number:

    CES-16-15

    Patents are a useful proxy for innovation, technological change, and diffusion. However, fully exploiting patent data for economic analyses requires patents be tied to measures of economic activity, which has proven to be difficult. Recently, Lybbert and Zolas (2014) have constructed an International Patent Classification (IPC) to industry classification crosswalk using an 'Algorithmic Links with Probabilities' approach. In this paper, we utilize a similar approach and apply it to new patent classification schemes, the U.S. Patent Classification (USPC) system and Cooperative Patent Classification (CPC) system. The resulting USPC-Industry and CPC-Industry concordances link both U.S. and global patents to multiple vintages of the North American Industrial Classification System (NAICS), International Standard Industrial Classification (ISIC), Harmonized System (HS) and Standard International Trade Classification (SITC). We then use the crosswalk to highlight changes to industrial technology composition over time. We find suggestive evidence of strong persistence in the association between technologies and industries over time.
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  • Working Paper

    Are firm-level idiosyncratic shocks important for U.S. aggregate volatility?

    January 2016

    Authors: Chen Yeh

    Working Paper Number:

    CES-16-47

    This paper assesses the quantitative impact of firm-level idiosyncratic shocks on aggregate volatility in the U.S. economy and provides a microfoundation for the negative relationship between firm-level volatility and size. I argue that the role of firm-specific shocks through the granular channel plays a fairly limited role in the U.S. economy. Using a novel, comprehensive data set compiled from several sources of the U.S. Census Bureau, I find that the granular com-ponent accounts at most for 15.5% of the variation in aggregate sales growth which is about half found by previous studies. To bridge the gap between previous findings and mine, I show that my quantitative results require deviations from Gibrat's law in which firm-level volatility and size are negatively related. I find that firm-level volatility declines at a substantially higher rate in size than previously found. Hence, the largest firms in the economy cannot be driving a sub-stantial fraction of macroeconomic volatility. I show that the explanatory power of granularity gets cut by at least half whenever the size-variance relationship, as estimated in the micro-level data, is taken into account. To uncover the economic mechanism behind this phenomenon, I construct an analytically tractable framework featuring random growth and a Kimball aggrega-tor. Under this setup, larger firms respond less to productivity shocks as the elasticity of demand is decreasing in size. Additionally, the model predicts a positive (negative) relationship between firm-level mark-ups (growth) and size. I confirm the predictions of the model by estimating size-varying price elasticities on unique product-level data from the Census of Manufactures (CM) and structurally estimating mark-ups using plant-level information from the Annual Survey of Manufactures (ASM).
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  • Working Paper

    Does Higher Productivity Dispersion Imply Greater Misallocation?A Theoretical and Empirical Analysis

    January 2016

    Working Paper Number:

    CES-16-42

    Recent research maintains that the observed variation in productivity within industries reflects resource misallocation and concludes that large GDP gains may be obtained from market-liberalizing polices. Our theoretical analysis examines the impact on productivity dispersion of reallocation frictions in the form of costs of entry, operation, and restructuring, and shows that reforms reducing these frictions may raise dispersion of productivity across firms. The model does not imply a negative relationship between aggregate productivity and productivity dispersion. Our empirical analysis focuses on episodes of liberalizing policy reforms in the U.S. and six East European transition economies. Deregulation of U.S. telecommunications equipment manufacturing is associated with increased, not reduced, productivity dispersion, and every transition economy in our sample shows a sharp rise in dispersion after liberalization. Productivity dispersion under central planning is similar to that in the U.S., and it rises faster in countries adopting faster paces of liberalization. Lagged productivity dispersion predicts higher future productivity growth. The analysis suggests there is no simple relationship between the policy environment and productivity dispersion.
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  • Working Paper

    Disconnected Geography: A Spatial Analysis of Disconnected Youth in the United States

    January 2016

    Working Paper Number:

    CES-16-37

    Since the Great Recession, US policy and advocacy groups have sought to better understand its effect on a group of especially vulnerable young adults who are not enrolled in school or training programs and not participating in the labor market, so called 'disconnected youth.' This article distinguishes between disconnected youth and unemployed youth and examines the spatial clustering of these two groups across counties in the US. The focus is to ascertain whether there are differences in underlying contextual factors among groups of counties that are mutually exclusive and spatially disparate (non-adjacent), comprising two types of spatial clusters ' high rates of disconnected youth and high rates of unemployed youth. Using restricted, household-level census data inside the Census Research Data Center (RDC) under special permission by the US Census Bureau, we were able to define these two groups using detailed household questionnaires that are not available to researchers outside the RDC. The geospatial patterns in the two types of clusters suggest that places with high concentrations of disconnected youth are distinctly different in terms of underlying characteristics from places with high concentrations of unemployed youth. These differences include, among other things, arrests for synthetic drug production, enclaves of poor in rural areas, persistent poverty in areas, educational attainment in the populace, children in poverty, persons without health insurance, the social capital index, and elders who receive disability benefits. This article provides some preliminary evidence regarding the social forces underlying the two types of observed geospatial clusters and discusses how they differ.
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  • Working Paper

    THE IMPACT OF LATINO-OWNED BUSINESS ON LOCAL ECONOMIC PERFORMANCE

    January 2016

    Working Paper Number:

    CES-16-34

    This paper takes advantage of the Michigan Census Research Data Center to merge limited-access Census Bureau data with county level information to investigate the impact of Latino-owned business (LOB) employment share on local economic performance measures, namely per capita income, employment, poverty, and population growth. Beginning with OLS and then moving to the Spatial Durbin Model, this paper shows the impact of LOB overall employment share is insignificant. When decomposed into various industries, however, LOB employment share does have a significant impact on economic performance measures. Significance varies by industry, but the results support a divide in the impact of LOB employment share in low and high-barrier industries.
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