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Working Paper
Revisiting Capital-Skill Complementarity, Inequality, and Labor Share
Orak, Musa; Shen, Shihan; Ohanian, Lee E. (2021-05-19)
This paper revisits capital-skill complementarity and inequality, as in Krusell, Ohanian, Rios-Rull and Violante (KORV, 2000). Using their methodology, we study how well the KORV model accounts for more recent data, including the large changes in the labor's share of income that were not present in KORV. We study both labor share of gross income (as in KORV), and income net of depreciation. We also use nonfarm business sector output as an alternative measure of production to real GDP. We find strong evidence for continued capital-skill complementarity in the most recent data, and we also find ...
International Finance Discussion Papers , Paper 1319

Working Paper
The Global Rise of Corporate Saving
Karabarbounis, Loukas; Chen, Peter; Neiman, Brent (2017-01-24)
The sectoral composition of global saving changed dramatically during the last three decades. Whereas in the early 1980s most of global investment was funded by household saving, nowadays nearly two-thirds of global investment is funded by corporate saving. This shift in the sectoral composition of saving was not accompanied by changes in the sectoral composition of investment, implying an improvement in the corporate net lending position. We characterize the behavior of corporate saving using both national income accounts and firm-level data and clarify its relationship with the global ...
Working Papers , Paper 736

Working Paper
Capital-Task Complementarity and the Decline of the U.S. Labor Share of Income
Orak, Musa (2017-03)
This paper provides evidence that shifts in the occupational composition of the U.S. workforce are the most important factor explaining the trend decline in the labor share over the past four decades. Estimates suggest that while there is unitary elasticity between equipment capital and non-routine tasks, equipment capital and routine tasks are highly substitutable. Through the lenses of a general equilibrium model with occupational choice and the estimated production technology, I document that the fall in relative price of equipment capital alone can explain 72 percent of the observed ...
International Finance Discussion Papers , Paper 1200

Working Paper
The Future of Labor: Automation and the Labor Share in the Second Machine Age
Giri, Rahul; Taschereau-Dumouchel, Mathieu; Xia, Junjie; Drozd, Lukasz A.; Cheng, Hong (2021-03-09)
We study the effect of modern automation on firm-level labor shares using a 2018 survey of 1,618 manufacturing firms in China. We exploit geographic and industry variation built into the design of subsidies for automation paid under a vast government industrialization program, “Made In China 2025,” to construct an instrument for automation investment. We use a canonical CES framework of automation and develop a novel methodology to structurally estimate the elasticity of substitution between labor and automation capital among automating firms, which for our preferred specification is 3.8. ...
Working Papers , Paper 20-11

Working Paper
Occupation Mobility, Human Capital and the Aggregate Consequences of Task-Biased Innovations
Monge-Naranjo, Alexander; Dvorkin, Maximiliano (2019-04-23)
We construct a dynamic general equilibrium model with occupation mobility, human capital accumulation and endogenous assignment of workers to tasks to quantitatively assess the aggregate impact of automation and other task-biased technological innovations. We extend recent quantitative general equilibrium Roy models to a setting with dynamic occupational choices and human capital accumulation. We provide a set of conditions for the problem of workers to be written in recursive form and provide a sharp characterization for the optimal mobility of individual workers and for the aggregate supply ...
Working Papers , Paper 2019-13

Working Paper
The Income Share of Energy and Substitution: A Macroeconomic Approach
Orak, Musa; Cakir Melek, Nida (2021-12-22)
As the atmospheric concentration of CO2 emissions has grown to record levels, callshave grown for governments to make steeper emissions cuts, requiring to reduce an economy’s use of fossil energy dramatically. Meanwhile, in the U.S., fossil energy still met 80percent of the total energy demand as of 2019. This paper examines U.S. energy dependence, measured by its factor share, using a simple neoclassical framework in a systematicway. We find that with empirically plausible differences in substitution elasticities, particularly with a time-varying substitution elasticity between equipment ...
Research Working Paper , Paper RWP 21-18

Working Paper
Earnings Inequality and the Minimum Wage: Evidence from Brazil
Engbom, Niklas; Moser, Christian (2018-03-12)
We show that an increase in the minimum wage can have large effects throughout the earnings distribution, using a combination of theory and evidence. To this end, we develop an equilibrium search model featuring empirically relevant worker and firm heterogeneity. The minimum wage induces firms to adjust their equilibrium wage and vacancy policies, leading to spillovers on higher wages. We use the estimated model to evaluate the effects of a 119 percent increase in the real minimum wage in Brazil from 1996 to 2012. The policy change explains a large decline in earnings inequality, with ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 7

Working Paper
Corporate Tax Cuts and the Decline of the Manufacturing Labor Share
Kaymak, Barış; Schott, Immo (2023-08-30)
We document a strong empirical connection between corporate taxation and the manufacturing labor share, both in the US and across OECD countries. Our estimates associate 30 percent to 60 percent of the observed decline in labor shares with the fall in corporate taxation. Using an equilibrium model of an industry where firms differ in their capital intensities, we show that lower corporate tax rates reduce the labor share by raising the market share of capital-intensive firms. The tax elasticity of the labor share depends on the joint distribution of labor intensities and value added at the ...
International Finance Discussion Papers , Paper 1379

Working Paper
Credit and the Labor Share: Evidence from U.S. States
Weinberger, Ariel; Leblebicioglu, Asli (2017-08-01)
We analyze the role of credit markets in explaining the changes in the U.S. labor share by evaluating the effects of state-level banking deregulation, which resulted in improved access to cheaper credit. Utilizing a difference-in-differences strategy, we provide causal evidence showing labor share declined following the interstate banking deregulation. We show that the lower cost of credit, increase in the availability of credit, and greater bank competition in each state are mechanisms that led to the decline in the labor share. We use this evidence to obtain the elasticity of labor share ...
Globalization Institute Working Papers , Paper 326

Working Paper
Does Redistribution Increase Output? The Centrality of Labor Supply
Schwartzman, Felipe; Owens, Andrew; Athreya, Kartik B. (2014-02-28)
The aftermath of the recent recession has seen numerous calls to use transfers to poorer households as a means to enhance aggregate activity. We show that the key to understanding the direction and size of such interventions lies in labor supply decisions. We study the aggregate impact of short-term redistributive economic policy in a standard incomplete-markets model. We characterize analytically conditions under which redistribution leads to an increase or decrease in effective hours worked, and hence, output. We then show that under the parameterization that matches the wealth distribution ...
Working Paper , Paper 14-4

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