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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
Endogenous Bargaining Power and Declining Labor Compensation Share
Córdoba, Juan C.; Isojärvi, Anni T.; Li, Haoran (2023-05-08)
Workhorse search and matching models assume constant bargaining weights, while recent evidence indicates that weights vary across time and in cross section. We endogenize bargaining weights in a life-cycle search and matching model by replacing a standard Cobb-Douglas (CD) matching function with a general constant elasticity of substitution (CES) matching function and study the implications for the long-term labor share and bargaining power in the U.S. The CES model explains 64 percent of the reported decline in the labor share since 1980, while the CD model explains only 28 percent of the ...
Finance and Economics Discussion Series , Paper 2023-030

Working Paper
Payments on Digital Platforms: Resiliency, Interoperability and Welfare
Chiu, Jonathan; Wong, Russell (2021-02-17)
Digital platforms, such as Alibaba and Amazon, operate an online marketplace to facilitate transactions. This paper studies a platform’s business model choice between accepting cash and issuing tokens, as well as the implications for welfare, resiliency, and interoperability. A cash platform free rides on the existing payment infrastructure and proﬁts from collecting transaction fees. A token platform earns seigniorage, albeit bearing the costs of setting up the system and holding reserves to mitigate the cyber risk. Tokens earn consumers a return, insulating transactions from the ...
Working Paper , Paper 21-04

Working Paper
Accounting for Factorless Income
Neiman, Brent; Karabarbounis, Loukas (2018-03-28)
Comparing U.S. GDP to the sum of measured payments to labor and imputed rental payments to capital results in a large and volatile residual or ?factorless income.? We analyze three common strategies of allocating and interpreting factorless income, speci?cally that it arises from economic pro?ts (Case ?), unmeasured capital (Case K), or deviations of the rental rate of capital from standard measures based on bond returns (Case R). We are skeptical of Case ? as it reveals a tight negative relationship between real interest rates and markups, leads to large ?uctuations in inferred ...
Working Papers , Paper 749

Working Paper
The Role of Technology and Energy Substitution in Climate Change Mitigation
Çakır Melek, Nida; Orak, Musa (2023-12-01)
Mitigating climate change is critically linked to reducing an economy’s reliance on fossil energy. This paper examines U.S. energy dependence, measured by its factor share, using a neoclassical framework in a systematic way. We propose substitution as a simple, explicit economic mechanism for climate change mitigation and understanding energy-saving technical change in terms of observed factor quantities. We show that with time-varying capital equipment and energy substitutability, changes in observed inputs alone can account for most of the variations in the income share of energy over the ...
Research Working Paper , Paper RWP 23-15

Report
Have US Households Depleted All the Excess Savings They Accumulated during the Pandemic?
Barbiero, Omar; Patki, Dhiren (2023-11-07)
During the COVID-19 pandemic, US households accumulated a historically high volume of personal savings. As the crisis waned, personal savings started to decline. Economists disagree on whether households have drained their excess savings, and they disagree on which income group is more likely to have done so. The lack of consensus stems from different assumptions about today’s long-term saving rate, which is used as a benchmark to define excess savings. If households need to set aside a higher share of their income now relative to before the pandemic, then pandemic-era excess savings have ...
Current Policy Perspectives

Working Paper
Understanding Growth Through Automation: The Neoclassical Perspective
Tavares, Marina; Drozd, Lukasz A.; Taschereau-Dumouchel, Mathieu (2022-08-26)
We study how advancements in automation technology affect the division of aggregate income between capital and labor in the context of long-run growth. Our analysis focuses on the fundamental trade-off between the labor-displacing effect of automation and its positive productivity effect in an elementary task-based framework featuring a schedule of automation prices across tasks linked to the state of technology. We obtain general conditions for the automation technology and technical change driving automation to be labor-share displacing. We identify a unique task technology that reconciles ...
Working Papers , Paper 22-25

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