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Working Paper
A Unified Framework to Estimate Macroeconomic Stars
Zaman, Saeed (2021-10-14)
We develop a flexible semi-structural time-series model to estimate jointly several macroeconomic "stars" — i.e., unobserved long-run equilibrium levels of output (and growth rate of output), the unemployment rate, the real rate of interest, productivity growth, the price inflation, and wage inflation. The ingredients of the model are in part motivated by economic theory and in part by the empirical features necessitated by the changing economic environment. Following the recent literature on inflation and interest rate modeling, we explicitly model the links between long-run survey ...
Working Papers , Paper 21-23

Working Paper
Expanded GDP for Welfare Measurement in the 21st Century
Nakamura, Leonard I.; Hulten, Charles R. (2020-03-09)
The information revolution currently underway has changed the economy in ways that are hard to measure using conventional GDP procedures. The information available to consumers has increased dramatically as a result of the Internet and its applications, and new mobile communication devices have greatly increased the speed and reach of its accessibility. An individual now has an unprecedented amount of information on which to base consumption choices, and the “free” nature of the information provided means that the resulting benefits largely bypass GDP and accrue directly to consumers. ...
Working Papers , Paper 20-10

Working Paper
Foundational Processes and Growth
Tham, Wing Wah; Baslandze, Salomé; Sojli, Elvira; Liu, Leo (2025-02-19)
This paper studies the interaction between process and product innovations and their distinct role in firm growth dynamics. We differentiate empirically and theoretically two types of process innovations: foundational processes that advance production technology and cost-reducing processes that enhance existing production efficiency. We develop an innovation model of product varieties with quality heterogeneity to illustrate how these innovations affect firm growth differently and highlight how process innovation induces product innovation. By analyzing millions of patent texts from 1900 to ...
FRB Atlanta Working Paper , Paper 2025-01

Working Paper
Offshore Profit Shifting and Domestic Productivity Measurement
Guvenen, Fatih; Mataloni Jr., Raymond J.; Rassier, Dylan G.; Ruhl, Kim J. (2018-04-24)
Official statistics display a significant slowdown in U.S. aggregate productivity growth that begins in 2004. We show how offshore profit shifting by U.S. multinational enterprises affects GDP and, thus, productivity measurement. Under international statistical guidelines, profit shifting causes part of U.S. production generated by multinationals to be excluded from official measures of U.S. production. Profit shifting has increased significantly since the mid-1990s, resulting in lower measures of U.S. aggregate productivity growth. We construct an alternative measure of value added that ...
Working Papers , Paper 751

Working Paper
Family Economics Writ Large
Greenwood, Jeremy; Guner, Nezih; Vandenbroucke, Guillaume (2016-11-01)
Powerful currents have reshaped the structure of families over the last century. There has been (i) a dramatic drop in fertility and greater parental investment in children; (ii) a rise in married female labor-force participation; (iii) a significant decline in marriage and a rise in divorce; (iv) a higher degree of positive assortative mating; (v) more children living with a single mother; (vi) shifts in social norms governing premarital sex and married women's roles in the workplace. Macroeconomic models explaining these aggregate trends are surveyed. The relent-less flow of technological ...
Working Papers , Paper 2016-26

Report
Tracking the new economy: using growth theory to detect changes in trend productivity
Kahn, James A.; Rich, Robert W. (2003-01-01)
The acceleration of productivity since 1995 has prompted a debate over whether the economy's underlying growth rate will remain high. In this paper, we propose a methodology for estimating trend growth that draws on growth theory to identify variables other than productivity namely consumption and labor compensation to help estimate trend productivity growth. We treat that trend as a common factor with two "regimes," high-growth and low-growth. Our analysis picks up striking evidence of a switch in the mid-1990s to a higher long-term growth regime, as well as a switch in the early 1970s in ...
Staff Reports , Paper 159

Working Paper
Trade barriers and the relative price tradables
Sposi, Michael (2013)
In this paper I quantitatively address the role of trade barriers in explaining why prices of services relative to tradables are positively correlated with levels of development across countries. I argue that trade barriers play a crucial role in shaping the cross-country pattern of specialization across many heterogenous tradable goods. The pattern of specialization feeds into cross-country productivity differences in the tradables sector and is reflected in the relative price of services. I show that the existing pattern of specialization implies that the tradables-sector productivity gap ...
Globalization Institute Working Papers , Paper 139

Working Paper
Capital Goods Trade, Relative Prices, and Economic Development
Ravikumar, B.; Mutreja, Piyusha; Sposi, Michael (2017-03-11)
International trade in capital goods has quantitatively important effects on economic development through capital formation and TFP. Capital goods trade enables poor countries to access more efficient technologies, leading to lower relative prices of capital goods and higher capital-output ratios. Moreover, poor countries can use their comparative advantage and allocate their resources more efficiently, and increase their TFP. We quantify these channels using a multisector, multicountry, Ricardian model of trade with capital accumulation. The model matches several trade and development facts ...
Working Papers , Paper 2017-6

Working Paper
Capital goods trade and economic development
Ravikumar, B.; Mutreja, Piyusha; Sposi, Michael (2014-05-01)
Almost 80 percent of capital goods production in the world is concentrated in 10 countries. Poor countries import most of their capital goods. We argue that international trade in capital goods has quantitatively important effects on economic development through two channels: (i) capital formation and (ii) aggregate TFP. We embed a multi country, multi sector Ricardian model of trade into a neoclassical growth model. Barriers to trade result in a misallocation of factors both within and across countries. We calibrate the model to bilateral trade flows, prices, and income per worker. Our model ...
Globalization Institute Working Papers , Paper 183

Working Paper
Is GDP Becoming Obsolete? The 'Beyond GDP' Debate
Nakamura, Leonard I.; Charles, Hulton (2022-11-08)
GDP is a closely watched indicator of the current health of the economy and an important tool of economic policy. It has been called one of the great inventions of the 20th century. It is not, however, a persuasive indicator of individual well-being or economic progress. There have been calls to refocus or replace GDP with a metric that better reflects the welfare dimension. In response, the U.S. agency responsible for the GDP accounts recently launched the GDP and Beyond program. This is by no means an easy undertaking, given the subjective and idiosyncratic nature of much of individual ...
Working Papers , Paper 21-37

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