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Papers Containing Keywords(s): 'expenditure'

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Center for Economic Studies - 72

Annual Survey of Manufactures - 70

Census of Manufactures - 51

Bureau of Economic Analysis - 51

Total Factor Productivity - 48

North American Industry Classification System - 48

Ordinary Least Squares - 46

Bureau of Labor Statistics - 44

National Science Foundation - 44

Longitudinal Research Database - 41

Longitudinal Business Database - 40

Standard Industrial Classification - 38

National Bureau of Economic Research - 37

Cobb-Douglas - 31

Environmental Protection Agency - 29

Internal Revenue Service - 26

Current Population Survey - 25

Census Bureau Disclosure Review Board - 24

Economic Census - 24

Census of Manufacturing Firms - 22

Chicago Census Research Data Center - 20

Federal Statistical Research Data Center - 19

Pollution Abatement Costs and Expenditures - 19

Federal Reserve Bank - 18

American Community Survey - 18

Medical Expenditure Panel Survey - 18

Standard Statistical Establishment List - 17

Business Register - 15

Census Bureau Longitudinal Business Database - 15

Agency for Healthcare Research and Quality - 15

Disclosure Review Board - 14

Special Sworn Status - 14

Survey of Industrial Research and Development - 13

Manufacturing Energy Consumption Survey - 13

Research Data Center - 12

PAOC - 12

Census Bureau Business Register - 11

National Income and Product Accounts - 11

Federal Reserve System - 11

Metropolitan Statistical Area - 11

Decennial Census - 11

Energy Information Administration - 11

National Ambient Air Quality Standards - 11

National Center for Health Statistics - 10

Generalized Method of Moments - 10

Social Security - 10

Journal of Economic Literature - 10

Department of Labor - 9

Longitudinal Employer Household Dynamics - 9

University of Chicago - 9

General Accounting Office - 9

Service Annual Survey - 9

Employer Identification Numbers - 8

Business Research and Development and Innovation Survey - 8

County Business Patterns - 8

Bureau of Labor - 8

Michigan Institute for Teaching and Research in Economics - 8

Survey of Manufacturing Technology - 8

Alfred P Sloan Foundation - 7

Social Security Administration - 7

Protected Identification Key - 7

TFPQ - 7

New York University - 7

Department of Economics - 7

Council of Economic Advisers - 7

Census Bureau Center for Economic Studies - 7

National Academy of Sciences - 6

2010 Census - 6

Information and Communication Technology Survey - 6

Organization for Economic Cooperation and Development - 6

Office of Management and Budget - 6

Fabricated Metal Products - 6

American Economic Review - 6

Boston Research Data Center - 6

Auxiliary Establishment Survey - 6

Wholesale Trade - 5

Federal Government - 5

Consumer Expenditure Survey - 5

Department of Education - 5

New York Times - 5

Housing and Urban Development - 5

Social Security Number - 5

Earned Income Tax Credit - 5

W-2 - 5

UC Berkeley - 5

Duke University - 5

State Energy Data System - 5

Establishment Micro Properties - 5

University of Maryland - 5

COMPUSTAT - 5

TFPR - 5

Herfindahl Hirschman Index - 5

Urban Institute - 5

Review of Economics and Statistics - 5

Department of Agriculture - 5

Supreme Court - 5

American Economic Association - 5

Permanent Plant Number - 5

National Research Council - 5

Department of Commerce - 5

Financial, Insurance and Real Estate Industries - 5

Occupational Employment Statistics - 4

Quarterly Census of Employment and Wages - 4

Business R&D and Innovation Survey - 4

Securities and Exchange Commission - 4

Department of Housing and Urban Development - 4

Survey of Income and Program Participation - 4

Business Services - 4

Small Business Administration - 4

Department of Homeland Security - 4

European Commission - 4

Kauffman Foundation - 4

Characteristics of Business Owners - 4

Social and Economic Supplement - 4

Cornell University - 4

Administrative Records - 4

E32 - 4

Federal Trade Commission - 4

Cornell Institute for Social and Economic Research - 4

Toxics Release Inventory - 4

Labor Productivity - 4

Computer Network Use Supplement - 4

Electronic Data Interchange - 4

Department of Defense - 3

Retail Trade - 3

Technical Services - 3

University of Texas - 3

Board of Governors - 3

Longitudinal Firm Trade Transactions Database - 3

Net Present Value - 3

Temporary Assistance for Needy Families - 3

Washington University - 3

NBER Summer Institute - 3

Business Dynamics Statistics - 3

Person Validation System - 3

Social Science Research Institute - 3

CPS ASEC - 3

International Trade Commission - 3

2SLS - 3

Boston College - 3

Code of Federal Regulations - 3

National Institutes of Health - 3

Research and Development - 3

European Union - 3

Adjusted Gross Income - 3

Journal of Labor Economics - 3

University of Michigan - 3

Department of Justice - 3

Medicaid Services - 3

Ohio State University - 3

Center for Research in Security Prices - 3

Department of Energy - 3

Business Master File - 3

Journal of Political Economy - 3

Yale University - 3

Harvard University - 3

New England County Metropolitan - 3

Statistics Canada - 3

Schools Under Registration Review - 3

American Statistical Association - 3

Columbia University - 3

production - 64

econometric - 53

demand - 50

investment - 48

manufacturing - 47

estimating - 46

growth - 46

revenue - 40

efficiency - 39

market - 39

produce - 36

economist - 33

cost - 33

consumption - 31

industrial - 31

productivity growth - 27

depreciation - 26

estimation - 26

sector - 25

productive - 25

emission - 25

earnings - 24

sale - 23

spending - 23

gdp - 23

labor - 23

epa - 23

regulation - 23

macroeconomic - 22

pollution - 22

innovation - 21

economically - 21

environmental - 20

payroll - 19

technological - 19

expense - 19

survey - 18

enrollment - 18

company - 18

regulatory - 18

pollutant - 18

polluting - 18

recession - 18

workforce - 17

manufacturer - 17

technology - 16

endogeneity - 16

subsidy - 16

profit - 16

pollution abatement - 16

industry productivity - 16

healthcare - 16

productivity measures - 15

insurance - 15

productivity estimates - 14

spillover - 14

quarterly - 13

employ - 13

enterprise - 13

factory - 13

respondent - 12

population - 12

economic census - 12

tax - 12

efficient - 12

investing - 12

pricing - 12

plant productivity - 12

abatement expenditures - 12

aggregate - 11

price - 11

welfare - 11

factor productivity - 11

labor productivity - 11

incentive - 11

financial - 11

invest - 11

costs pollution - 11

coverage - 11

statistical - 10

measures productivity - 10

estimates productivity - 10

employed - 10

investment productivity - 10

medicaid - 10

policy - 10

rate - 10

analysis productivity - 10

health insurance - 10

accounting - 10

environmental regulation - 10

census bureau - 9

consumer - 9

socioeconomic - 9

budget - 9

poverty - 9

saving - 9

regulated - 9

energy - 9

medicare - 9

environmental expenditures - 9

productivity analysis - 8

profitability - 8

endogenous - 8

producing - 8

monopolistic - 8

agency - 8

electricity - 8

finance - 8

polluting industries - 8

irs - 8

insurance coverage - 8

productivity increases - 8

productivity plants - 8

plant investment - 8

econometrician - 8

regulation productivity - 8

capital - 8

inflation - 7

heterogeneity - 7

stock - 7

growth productivity - 7

productivity dynamics - 7

energy prices - 7

electricity prices - 7

regression - 7

premium - 7

insured - 7

insurance premiums - 7

federal - 7

retirement - 7

refinery - 7

organizational - 7

fiscal - 6

data census - 6

manufacturing productivity - 6

development - 6

housing - 6

multinational - 6

capital productivity - 6

economic growth - 6

salary - 6

renewable - 6

fuel - 6

productivity dispersion - 6

econometrically - 6

data - 6

impact - 6

insurance plans - 6

report - 6

acquisition - 6

estimates production - 6

firms productivity - 6

census data - 6

rates productivity - 6

imputation - 5

inventory - 5

aggregate productivity - 5

productivity variation - 5

gain - 5

patent - 5

rent - 5

employment growth - 5

schooling - 5

corporate - 5

employee - 5

energy efficiency - 5

utility - 5

study - 5

research - 5

pollution regulation - 5

commodity - 5

wages productivity - 5

taxation - 5

state - 5

regional - 5

enrollee - 5

uninsured - 5

quantity - 5

dispersion productivity - 5

analysis - 5

product - 5

estimator - 5

tariff - 5

plants industry - 5

productivity impacts - 5

plant - 5

average - 4

occupation - 4

labor statistics - 4

regress - 4

export - 4

productivity shocks - 4

sector productivity - 4

family - 4

corporation - 4

leverage - 4

disadvantaged - 4

productivity size - 4

practices productivity - 4

metropolitan - 4

city - 4

funding - 4

education - 4

microdata - 4

research census - 4

researcher - 4

financing - 4

patenting - 4

exogeneity - 4

valuation - 4

trend - 4

taxable - 4

taxpayer - 4

regional economic - 4

utilization - 4

health - 4

economic statistics - 4

dependent - 4

pension - 4

benefit - 4

insurer - 4

regressing - 4

coverage employer - 4

use census - 4

resident - 4

merger - 4

wholesale - 4

equilibrium - 4

management - 4

retiree - 4

manufacturing plants - 4

compliance - 4

productivity differences - 4

industry concentration - 4

specialization - 4

census years - 4

computer - 4

observed productivity - 4

imputation model - 3

information census - 3

commerce - 3

percentile - 3

good - 3

purchase - 3

prospect - 3

disparity - 3

maternal - 3

sectoral - 3

residential - 3

exogenous - 3

entry productivity - 3

larger firms - 3

firms size - 3

school - 3

level productivity - 3

outsourcing - 3

innovative - 3

earns - 3

externality - 3

industry heterogeneity - 3

region - 3

technical - 3

statistician - 3

imputed - 3

surveys censuses - 3

subsidized - 3

incorporated - 3

fund - 3

investor - 3

firm innovation - 3

census business - 3

geographically - 3

policymakers - 3

estimates employment - 3

insurance employer - 3

manager - 3

estimates pollution - 3

recessionary - 3

concentration - 3

industry output - 3

competitor - 3

aging - 3

substitute - 3

endowment - 3

performance - 3

strategic - 3

Viewing papers 61 through 70 of 174


  • Working Paper

    Research Funding and Regional Economies

    January 2016

    Working Paper Number:

    CES-16-32

    Public support of research typically relies on the notion that universities are engines of economic development, and that university research is a primary driver of high wage localized economic activity. Yet the evidence supporting that notion is based on aggregate descriptive data, rather than detailed links at the level of individual transactions. Here we use new micro-data from three countries - France, Spain and the United States - to examine one mechanism whereby such economic activity is generated, namely purchases from regional businesses. We show that grant funds are more likely to be expended at businesses physically closer to universities than at those farther away. In addition, if a vendor has been a supplier to a grant once, that vendor is subsequently more likely to be a vendor on the same or related grants. Firms behave in a way that is consistent with the notion that propinquity is good for business; if a firm supplies a research grant at a university in a given year it is more likely to open an establishment near that university in subsequent years than other firms.
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  • Working Paper

    Cogeneration Technology Adoption in the U.S.

    January 2016

    Authors: Mary Jialin Li

    Working Paper Number:

    CES-16-30

    Well over half of all electricity generated in recent years in Denmark is through cogeneration. In U.S., however, this number is only roughly eight percent. While both the federal and state governments provided regulatory incentives for more cogeneration adoption, the capacity added in the past five years have been the lowest since late 1970s. My goal is to first understand what are and their relative importance of the factors that drive cogeneration technology adoption, with an emphasis on estimating the elasticity of adoption with respect to relative energy input prices and regulatory factors. Very preliminary results show that with a 1 cent increase in purchased electricity price from 6 cents (roughly current average) to 7 cents per kwh, the likelihood of cogeneration technology adoption goes up by about 0.7-1 percent. Then I will try to address the general equilibrium effect of cogeneration adoption in the electricity generation sector as a whole and potentially estimate some key parameters that the social planner would need to determine the optimal cogeneration investment amount. Partial equilibrium setting does not consider the decrease in investment in the utilities sector when facing competition from the distributed electricity generators, and therefore ignore the effects from the change in equilibrium price of electricity. The competitive market equilibrium setting does not consider the externality in the reduction of CO2 emissions, and leads to socially sub-optimal investment in cogeneration. If we were to achieve the national goal to increase cogeneration capacity half of the current capacity by 2020, the US Department of Energy (DOE) estimated an annual reduction of 150 million metric tons of CO2 annually ' equivalent to the emissions from over 25 million cars. This is about five times the annual carbon reduction from deregulation and consolidation in the US nuclear power industry (Davis, Wolfram 2012). Although the DOE estimates could be an overly optimistic estimate, it nonetheless suggests the large potential in the adoption of cogeneration technology.
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  • Working Paper

    Energy Prices, Pass-Through, and Incidence in U.S. Manufacturing*

    January 2016

    Working Paper Number:

    CES-16-27

    This paper studies how increases in energy input costs for production are split between consumers and producers via changes in product prices (i.e., pass-through). We show that in markets characterized by imperfect competition, marginal cost pass-through, a demand elasticity, and a price-cost markup are suffcient to characterize the relative change in welfare between producers and consumers due to a change in input costs. We and that increases in energy prices lead to higher plant-level marginal costs and output prices but lower markups. This suggests that marginal cost pass-through is incomplete, with estimates centered around 0.7. Our confidence intervals reject both zero pass-through and complete pass-through. We and heterogeneous incidence of changes in input prices across industries, with consumers bearing a smaller share of the burden than standards methods suggest.
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  • Working Paper

    Allocation of Company Research and Development Expenditures to Industries Using a Tobit Model

    November 2015

    Working Paper Number:

    CES-15-42

    This paper uses Census microdata and a regression-based approach to assign multi-division firms' pre-2008 Research and Development (R&D) expenditures to more than one industry. Since multi-division firms conduct R&D in more than one industry, assigning R&D to corresponding industries provides a more accurate representation of where R&D actually takes place and provides a consistent time-series with the National Science Foundation R&D by line of business information. Firm R&D is allocated to industries on the basis of observed industry payroll, as befits the historic importance of payroll in Census assignments of firms to industry. The results demonstrate that the method of assigning R&D to industries on the basis of payroll works well in earlier years, but becomes less effective over time as firms outsource their manufacturing function.
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  • Working Paper

    Water Use and Conservation in Manufacturing: Evidence from U.S. Microdata

    June 2015

    Authors: Randy Becker

    Working Paper Number:

    CES-15-16R

    Water can be a scarce resource, particularly in certain places at certain times. Understanding both water use and conservation efforts can help ensure that limited supplies can meet the demands of a growing population and economy. This paper examines water use and recirculation in the U.S. manufacturing sector, using newly recovered microdata from the Survey of Water Use in Manufacturing, merged with establishment-level data from the Annual Survey of Manufactures and the Census of Manufactures. Results suggest that water use per unit of output is largest for larger establishments, in part because larger establishments use water for more purposes. Larger establishments are also found to recirculate water more ' satisfying demand (water use) without necessarily increasing water intake. Various costs also appear to play a role in water recirculation. In particular, the water circulation rate is found to be higher when water is purchased from a utility. Relatively low (internal) prices for self-supplied water could suppress the incentive to invest in recirculation. Meanwhile, establishments with higher per-gallon intake treatment costs also recirculate more, as might be expected. The cost associated with water discharge ' due to regulation or otherwise ' also increases circulation rates. The aridity of a locale is found to have little effect on circulation rates.
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  • Working Paper

    Employer-Sim Microsimulation Model: Model Development and Application to Estimation of Tax Subsidies to Health Insurance

    December 2014

    Working Paper Number:

    CES-14-46

    Employment-related health coverage is the predominant form of health insurance in the nonelderly, US population. Developing sound policies regarding the tax treatment of employer-sponsored insurance requires detailed information on the insurance benefits offered by employers as well as detailed information on the characteristics of employees and their familes. Unfortunately, no nationally representative data set contains all of the necessary elements. This paper describes the development of the Employer-Sim model which models tax-based health policies by using data on workers from the Medical Expenditure Panel Survey Household Component (MEPS HC) to form synthetic workforces for each establishment in the Medical Expenditure Panel Survey Insurance Component (MEPS IC). This paper describes the application of Employer-Sim to estimating tax subsidies to employer-sponsored health insurance and presents estimates of the cost and indcidence of the subsidy for 2008. The paper concludes by discussing other potential applications of the Employer-Sim model.
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  • Working Paper

    The Role of Industry Classification in the Estimation of Research and Development Expenditures

    November 2014

    Working Paper Number:

    CES-14-45

    This paper uses data from the National Science Foundation's surveys on business research and development (R&D) expenditures that have been linked with data from the Census Bureau's Longitudinal Business Database to produce consistent NAICS-based R&D time-series data based on the main product produced by the firm for 1976 to 2008.The results show that R&D spending has shifted away from domestic manufacturing industries in recent years. This is due in part to a shift in U.S. payrolls away from manufacturing establishments for R&D-performing firms.These findings support the notion of an increasingly fragmented production system for R&D-intensive manufacturing firms, whereby U.S. firms control output and provide intellectual property inputs in the form of R&D, but production takes place outside of the firms' U.S. establishments.
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  • Working Paper

    FIFTY YEARS OF FAMILY PLANNING: NEW EVIDENCE ON THE LONG-RUN EFFECTS OF INCREASING ACCESS TO CONTRACEPTION

    February 2014

    Authors: Martha J. Bailey

    Working Paper Number:

    CES-14-15

    This paper assembles new evidence on some of the longer-term consequences of U.S. family planning policies, defined in this paper as those increasing legal or financial access to modern contraceptives. The analysis leverages two large policy changes that occurred during the 1960s and 1970s: first, the interaction of the birth control pill's introduction with Comstock-era restrictions on the sale of contraceptives and the repeal of these laws after Griswold v. Connecticut in 1965; and second, the expansion of federal funding for local family planning programs from 1964 to 1973. Building on previous research that demonstrates both policies' effects on fertility rates, I find suggestive evidence that individuals' access to contraceptives increased their children's college completion, labor force participation, wages, and family incomes decades later.
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  • Working Paper

    Financial Frictions and Investment Dynamics in Multi-Plant Firms

    October 2013

    Working Paper Number:

    CES-13-56

    Using confidential Census data on U.S. manufacturing plants, we document that most of the dispersion in investment rates across plants occurs within rms instead of across firms. Between- firm dispersion is almost acyclical, but within- rm dispersion is strongly procyclical. To investigate the role of rms in the allocation of capital in the economy, we build a multi-plant model of the firm with frictions at both levels of aggregation. We show that external nancing constraints at the level of the rm can have important implications for plant-level investment dynamics. Finally, we present empirical evidence supporting the predictions of the model.
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  • Working Paper

    Environmental Regulation, Abatement, and Productivity: A Frontier Analysis

    September 2013

    Authors: Shital Sharma

    Working Paper Number:

    CES-13-51

    This research studies the link between environmental regulation and plant level productivity in two U.S. manufacturing industries: pulp and paper mills and oil refineries using Data Envelopment Analysis (DEA) models. Data on abatement spending, emissions and abated emissions are used in different DEA models to study plant productivity outcomes when accounting for abatement spending or emissions regulations. Results indicate that pulp and paper mills and oil refineries in the U.S. suffered decreases in productivity due to pollution abatement activities from 1974 to 2000. These losses in productivity are substantial but have been slowly trending downwards even when the regulations have tended to become more stringent and emission of pollutants has declined suggesting that the best practice has shifted over time. Results also show that the reported abatement expenditures are not able to explain all the losses arising out of regulation suggesting that these abatement expenditures are consistently under-reported.
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