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Papers Containing Keywords(s): 'macroeconomic'

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Center for Economic Studies - 70

North American Industry Classification System - 68

Longitudinal Business Database - 67

Annual Survey of Manufactures - 58

National Bureau of Economic Research - 56

Bureau of Labor Statistics - 54

Total Factor Productivity - 53

Bureau of Economic Analysis - 52

National Science Foundation - 49

Standard Industrial Classification - 48

Ordinary Least Squares - 46

Census of Manufactures - 44

Federal Reserve Bank - 40

Longitudinal Research Database - 39

Chicago Census Research Data Center - 29

Census of Manufacturing Firms - 28

Internal Revenue Service - 26

Census Bureau Disclosure Review Board - 24

Current Population Survey - 24

Federal Statistical Research Data Center - 23

Cobb-Douglas - 22

Federal Reserve System - 21

Longitudinal Firm Trade Transactions Database - 17

Employer Identification Numbers - 17

Economic Census - 17

Metropolitan Statistical Area - 17

Longitudinal Employer Household Dynamics - 16

Business Register - 16

Business Dynamics Statistics - 15

Special Sworn Status - 15

Census Bureau Longitudinal Business Database - 15

County Business Patterns - 14

Social Security Administration - 14

Generalized Method of Moments - 14

American Economic Review - 14

Standard Statistical Establishment List - 13

University of Chicago - 12

Harmonized System - 12

Quarterly Journal of Economics - 12

National Income and Product Accounts - 12

Energy Information Administration - 11

Alfred P Sloan Foundation - 11

Organization for Economic Cooperation and Development - 11

New York University - 11

World Bank - 11

Department of Homeland Security - 10

State Energy Data System - 10

Disclosure Review Board - 10

Board of Governors - 9

American Community Survey - 9

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PSID - 9

World Trade Organization - 8

United States Census Bureau - 8

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University of Maryland - 8

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Permanent Plant Number - 8

MIT Press - 8

European Union - 7

Department of Economics - 7

Environmental Protection Agency - 7

Unemployment Insurance - 7

Quarterly Census of Employment and Wages - 7

Census Bureau Business Register - 7

Census Bureau Center for Economic Studies - 7

VAR - 7

Manufacturing Energy Consumption Survey - 7

Journal of Econometrics - 7

International Trade Research Report - 7

Journal of Political Economy - 7

Fabricated Metal Products - 7

Review of Economics and Statistics - 7

Herfindahl Hirschman Index - 6

Herfindahl-Hirschman - 6

Social Security - 6

Financial, Insurance and Real Estate Industries - 6

Journal of Economic Literature - 6

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Heckscher-Ohlin - 6

Journal of Economic Perspectives - 6

Commodity Flow Survey - 6

TFPQ - 6

American Economic Association - 6

North American Free Trade Agreement - 6

IQR - 5

UC Berkeley - 5

Retirement History Survey - 5

Small Business Administration - 5

Securities and Exchange Commission - 5

Review of Economic Studies - 5

Kauffman Foundation - 5

Labor Productivity - 5

Foreign Direct Investment - 5

University of California Los Angeles - 5

Customs and Border Protection - 5

Statistics Canada - 5

Cambridge University Press - 5

Boston Research Data Center - 5

International Trade Commission - 5

COMPUSTAT - 5

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National Establishment Time Series - 4

Business Employment Dynamics - 4

Patent and Trademark Office - 4

Boston College - 4

Information and Communication Technology Survey - 4

Princeton University Press - 4

Wholesale Trade - 4

Public Administration - 4

Company Organization Survey - 4

Bureau of Labor - 4

Duke University - 4

Census Bureau Business Dynamics Statistics - 4

Federal Trade Commission - 4

Columbia University - 4

Michigan Institute for Teaching and Research in Economics - 4

Establishment Micro Properties - 4

Postal Service - 4

University of Toronto - 4

Characteristics of Business Owners - 4

New York Times - 4

Journal of International Economics - 4

Labor Turnover Survey - 4

Auxiliary Establishment Survey - 4

Service Annual Survey - 4

Administrative Records - 4

Harvard University - 4

Department of Agriculture - 3

Department of Energy - 3

Employer Characteristics File - 3

Stanford University - 3

Retail Trade - 3

Arts, Entertainment - 3

Princeton University - 3

Ewing Marion Kauffman Foundation - 3

Federal Insurance Contribution Act - 3

1940 Census - 3

Sloan Foundation - 3

Management and Organizational Practices Survey - 3

University of Texas - 3

Business Services - 3

TFPR - 3

Federal Reserve Board of Governors - 3

Survey of Income and Program Participation - 3

Department of Justice - 3

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Brookings Institution - 3

Educational Services - 3

JOLTS - 3

Wal-Mart - 3

Survey of Manufacturing Technology - 3

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American Statistical Association - 3

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estimating - 27

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employed - 20

endogeneity - 20

monopolistic - 20

workforce - 19

estimation - 18

employment growth - 18

import - 17

spillover - 15

trend - 15

econometrician - 14

tariff - 14

financial - 13

employment dynamics - 13

enterprise - 13

profit - 13

heterogeneity - 13

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shock - 12

finance - 12

productivity growth - 12

exporting - 11

exported - 11

trading - 11

shift - 11

manufacturer - 11

multinational - 11

regression - 11

earn - 10

recessionary - 10

labor markets - 10

company - 10

entrepreneurship - 10

factory - 10

autoregressive - 10

efficiency - 10

depreciation - 10

shipment - 9

exogeneity - 9

layoff - 9

payroll - 9

volatility - 9

price - 9

leverage - 9

importer - 9

fluctuation - 9

profitability - 9

aggregation - 9

regress - 8

debt - 8

entrepreneur - 8

innovation - 8

productivity dynamics - 8

competitor - 8

earner - 8

endogenous - 8

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worker - 7

accounting - 7

invest - 7

productivity shocks - 7

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productive - 7

econometrically - 7

establishment - 7

monopolistically - 7

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capital - 7

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growth productivity - 6

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plant productivity - 6

productivity firms - 6

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aggregate productivity - 6

forecast - 6

employment wages - 6

estimates productivity - 6

corporate - 6

firms trade - 6

empirical - 6

quantity - 6

plants industry - 6

merger - 6

microdata - 6

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unemployment rates - 5

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industry concentration - 5

energy - 5

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specialization - 5

international trade - 5

trade models - 5

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estimates production - 5

plants industries - 5

employment changes - 5

data - 5

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employment flows - 4

occupation - 4

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investing - 4

venture - 4

incorporated - 4

wages productivity - 4

industry heterogeneity - 4

prices products - 4

competitiveness - 4

epa - 4

wage growth - 4

productivity measures - 4

measures productivity - 4

factor productivity - 4

productivity estimates - 4

firms grow - 4

industry variation - 4

trends employment - 4

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employment distribution - 4

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employment trends - 4

workers earnings - 4

employment earnings - 4

data census - 4

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share - 4

manager - 4

retailer - 4

longitudinal - 4

imported - 4

retail - 4

restructuring - 4

downturn - 4

yield - 4

pollution - 4

foreign - 4

regulation - 4

wages production - 4

firm growth - 4

estimates employment - 4

export growth - 4

metropolitan - 4

regional industry - 4

regional industries - 4

agglomeration economies - 4

agglomeration - 4

utilization - 4

capital productivity - 4

agency - 4

productivity plants - 4

researcher - 4

study - 4

analysis - 4

relocation - 3

socioeconomic - 3

migration - 3

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fund - 3

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investor - 3

founder - 3

warehousing - 3

regressors - 3

subsidy - 3

retirement - 3

recession exposure - 3

advantage - 3

plant employment - 3

manufacturing plants - 3

electricity - 3

energy prices - 3

energy efficiency - 3

entry productivity - 3

industry output - 3

industries estimate - 3

productivity wage - 3

productivity analysis - 3

productivity size - 3

industry employment - 3

competitive - 3

employment unemployment - 3

sourcing - 3

buyer - 3

export market - 3

employment data - 3

earnings mobility - 3

fiscal - 3

productivity dispersion - 3

decline - 3

labor statistics - 3

investment productivity - 3

budget - 3

economic growth - 3

managerial - 3

management - 3

tenure - 3

wage changes - 3

globalization - 3

productivity increases - 3

exporting firms - 3

exogenous - 3

businesses grow - 3

industry wages - 3

foreign trade - 3

firms import - 3

conglomerate - 3

tax - 3

lending - 3

gain - 3

efficient - 3

sectoral - 3

environmental - 3

pollutant - 3

polluting - 3

unobserved - 3

increase employment - 3

federal - 3

rent - 3

reallocation productivity - 3

geographically - 3

incentive - 3

employment count - 3

economic statistics - 3

warehouse - 3

externality - 3

diversification - 3

research - 3

textile - 3

commerce - 3

industry growth - 3

analyst - 3

statistical agencies - 3

statistician - 3

Viewing papers 11 through 20 of 161


  • Working Paper

    Interpreting Cohort Profiles of Lifecycle Earnings Volatility

    April 2024

    Working Paper Number:

    CES-24-21

    We present new estimates of earnings volatility over time and the lifecycle for men and women by race and human capital. Using a long panel of restricted-access administrative Social Security earnings linked to the Current Population Survey, we estimate volatility with both transparent summary measures, as well as decompositions into permanent and transitory components. From the late 1970s to the mid 1990s there is a strong negative trend in earnings volatility for both men and women. We show this is driven by a reduction in transitory variance. Starting in the mid 1990s there is relative stability in trends of male earnings volatility because of an increase in the variance of permanent shocks, especially among workers without a college education, and a more attenuated trend decline among women. Cohort analyses indicate a strong U-shape pattern of volatility over the working life, which comes from large permanent shocks early and later in the lifecycle. However, this U-shape shifted downward and leftward in more recent cohorts, the latter from the fanning out of lifecycle transitory volatility in younger cohorts. These patterns are more pronounced among White men and women compared to Black workers.
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  • Working Paper

    Family Resources and Human Capital in Economic Downturns

    March 2024

    Working Paper Number:

    CES-24-15

    I study how recessions impact the human capital of young adults and how these effects vary over the parent income gradient. Using a novel confidential linked survey dataset from U.S. Census, I document that the negative effects of worse local unemployment shocks on educational attainment are strongly concentrated among middle-class children, with losses in parental home equity being potentially important mechanisms. To probe the aggregate implications of these findings and assess policy implications, I develop a model of selection into college and life-cycle earnings that comprises endogenous parental transfers for education, multiple schooling options, and uncertainty in post-graduation employment outcomes. Simulating a recession in the model produces a 'hollowing out the middle' in lifecycle earnings in the aggregate, and educational borrowing constraints play a key role in this result. Counterfactual policies to expand college access in response to the recession can mitigate these effects but struggle to be cost effective.
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  • Working Paper

    Accounting for Trade Patterns

    February 2024

    Working Paper Number:

    CES-24-07

    We develop a quantitative framework for decomposing trade patterns. We derive price indexes that determine comparative advantage and the aggregate cost of living. If firms and products are imperfect substitutes, we show that these price indexes depend on variety, average appeal (including quality), and the dispersion of appeal-adjusted prices. We show that they are only weakly related to standard empirical measures of average prices. We find that 40 percent of the cross-section variation in comparative advantage, and 90 percent of the time-series variation, is accounted for by variety and average appeal, with less than 10 percent attributed to average prices.
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  • Working Paper

    Temperature and Local Industry Concentration

    October 2023

    Working Paper Number:

    CES-23-51

    We use plant-level data from the US Census of Manufacturers to study the short and long run effects of temperature on manufacturing activity. We document that temperature shocks significantly increase energy costs and lower the productivity of small manufacturing plants, while large plants are mostly unaffected. In US counties that experienced higher increases in average temperatures between the 1980s and the 2010s, these heterogeneous effects have led to higher concentration of manufacturing activity within large plants, and a reallocation of labor from small to large manufacturing establishments. We offer a preliminary discussion of potential mechanisms explaining why large manufacturing firms might be better equipped for long-run adaptation to climate change, including their ability to hedge across locations, easier access to finance, and higher managerial skills.
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  • Working Paper

    Technology Lock-In and Costs of Delayed Climate Policy

    July 2023

    Working Paper Number:

    CES-23-33

    This paper studies the implications of current energy prices for future energy efficiency and climate policy. Using U.S. Census microdata and quasi-experimental variation in energy prices, we first show that manufacturing plants that open when electricity prices are low consume more energy throughout their lifetime, regardless of current electricity prices. We then estimate that a persistent bias of technological change toward energy can explain the long-term effects of entry-year electricity prices on energy intensity. Overall, this 'technology lock-in' implies that increasing entry-year electricity prices by 10% would decrease a plant's energy intensity of production by 3% throughout its lifetime.
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  • Working Paper

    Industry Linkages from Joint Production

    January 2023

    Authors: Xiang Ding

    Working Paper Number:

    CES-23-02

    I develop a theory of joint production to quantify aggregate economies of scope. In US manufacturing data, increased export demand in one industry raises a firm's sales in its other industries that share knowledge inputs like R&D and software. I estimate that knowledge inputs contribute to economies of scope through their scalability and partial non-rivalry within the firm. On average a 10 percent increase in output in one industry lowers prices in other industries by 0.4 percent. Such economies of scope manifest disproportionately among knowledge proximate industries and imply large spillover impacts of recent US-China trade policy on producer prices.
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  • Working Paper

    Investment and Subjective Uncertainty

    November 2022

    Working Paper Number:

    CES-22-52

    A longstanding challenge in evaluating the impact of uncertainty on investment is obtaining measures of managers' subjective uncertainty. We address this challenge by using a detailed new survey measure of subjective uncertainty collected by the U.S. Census Bureau for approximately 25,000 manufacturing plants. We find three key results. First, investment is strongly and robustly negatively associated with higher uncertainty, with a two standard deviation increase in uncertainty associated with about a 6% reduction in investment. Second, uncertainty is also negatively related to employment growth and overall shipments (sales) growth, which highlights the damaging impact of uncertainty on firm growth. Third, flexible inputs like rental capital and temporary workers show a positive relationship to uncertainty, demonstrating that businesses switch from less flexible to more flexible factor inputs at higher levels of uncertainty.
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  • Working Paper

    What Drives Stagnation: Monopsony or Monopoly?

    October 2022

    Working Paper Number:

    CES-22-45

    Wages for the vast majority of workers have stagnated since the 1980s while productivity has grown. We investigate two coexisting explanations based on rising market power: 1. Monopsony, where dominant firms exploit the limited mobility of their own workers to pay lower wages; and 2. Monopoly, where dominant firms charge too high prices for what they sell, which lowers production and the demand for labor, and hence equilibrium wages economy-wide. Using establishment data from the US Census Bureau between 1997 and 2016, we find evidence of both monopoly and monopsony, where the former is rising over this period and the latter is stable. Both contribute to the decoupling of productivity and wage growth, with monopoly being the primary determinant: in 2016 monopoly accounts for 75% of wage stagnation, monopsony for 25%.
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  • Working Paper

    Market Power And Wage Inequality

    September 2022

    Working Paper Number:

    CES-22-37

    We propose a theory of how market power affects wage inequality. We ask how goods and labor market power jointly affect the level of wages, the Skill Premium, and wage inequality. We then use detailed microdata from the US Census between 1997 and 2016 to estimate the parameters of labor supply, technology and the market structure. We find that a less competitive market structure lowers the wage level, contributes 7% to the rise in the Skill Premium and accounts for half of the increase in between-establishment wage variance.
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  • Working Paper

    Decomposing Aggregate Productivity

    July 2022

    Working Paper Number:

    CES-22-25

    In this note, we evaluate the sensitivity of commonly-used decompositions for aggregate productivity. Our analysis spans the universe of U.S. manufacturers from 1977 to 2012 and we find that, even holding the data and form of the production function fixed, results on aggregate productivity are extremely sensitive to how productivity at the firm level is measured. Even qualitative statements about the levels of aggregate productivity and the sign of the covariance between productivity and size are highly dependent on how production function parameters are estimated. Despite these difficulties, we uncover some consistent facts about productivity growth: (1) labor productivity is consistently higher and less error-prone than measures of multi-factor productivity; (2) most productivity growth comes from growth within firms, rather than from reallocation across firms; (3) what growth does come from reallocation appears to be driven by net entry, primarily from the exit of relatively less-productive firms.
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