The ‘China shock,’ exports and U.S. employment: A global input–output analysis

Date01 November 2018
AuthorAkira Sasahara,Robert C. Feenstra
DOIhttp://doi.org/10.1111/roie.12370
Published date01 November 2018
Rev Int Econ. 2018;26:1053–1083. wileyonlinelibrary.com/journal/roie © 2018 John Wiley & Sons Ltd
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1053
DOI: 10.1111/roie.12370
SPECIAL ISSUE PAPER
The ‘China shock,’ exports and U.S. employment:
A global input–output analysis
Robert C. Feenstra1,2
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Akira Sasahara3
1Department of Economics,University of
California, Davis, California
2NBER, Cambridge, Massachusetts
3College of Business and
Economics,University of Idaho, Moscow,
Idaho
Correspondence
Robert C. Feenstra, Department of
Economics, University of California, Davis,
One Shields Avenue, Davis, CA 95616.
Email: rcfeenstra@ucdavis.edu
Abstract
This paper quantifies the impact on U.S. employment
from imports and exports during 1995–2011, using the
World Input–Output Database. We find that the growth
in U.S. exports led to increased demand for 2 million
jobs in manufacturing, 0.5 million in resource indus-
tries, and a remarkable 4.1 million jobs in services, to-
taling 6.6 million. Two‐thirds of those service sectors
jobs are due to the export of services themselves,
whereas one‐third is due to the intermediate demand
from manufacturing and resource—or merchandise
exports, so the total labor demand gain due to merchan-
dise exports was 3.7 million jobs. In comparison, U.S.
merchandise imports from China led to reduced demand
of 1.4 million jobs in manufacturing and 0.6 million in
services (with small losses in resource industries), with
total job losses of 2.0 million. It follows that the expan-
sion in U.S. merchandise exports relative to imports
from China over 1995–2011 created net demand for
about 1.7 million jobs. Comparing the growth of U.S.
merchandise exports to merchandise imports from all
countries, we find a fall in net labor demand due to
trade, but comparing the growth of total U.S. exports to
total imports from all countries, then there is a rise in
net labor demand because of the growth in service
exports.
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FEENSTRA and SASAHARA
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INTRODUCTION
Arguably among the most significant events in international trade in recent decades has been the rapid
rise in exports from China since its entry into the World Trade Organization (WTO) in 2001, or the
“China shock.” Even before that date China received the low, most‐favored‐nation tariffs associated
with WTO membership by a vote of the U.S. Congress each year. But after China’s accession to the
WTO, the reduction in the uncertainty associated with that vote contributed importantly to the surge in
exports to the United States. This argument is made by Pierce and Schott (2016) and by Handley and
Limão (2017).1 Pierce and Schott find that the surge in Chinese exports to the United States coincides
with a substantial decline in U.S. manufacturing employment. Handley and Limão find that the wel-
fare gain for consumers due to this increase in Chinese imports is of the same order of magnitude as
the U.S. gain from new imported varieties in the preceding decade. These findings highlight the dual
roles that Chinese imports play for the United States: on the one hand, they create import competition
and labor‐market dislocation; and on the other hand, they benefit U.S. consumers.2
The first of these roles is pursued in a series of papers by Autor, Dorn, and Hanson (2013, 2015),
and with Song, 2014. They analyze the effect of rising Chinese import competition between 1990 and
2007 on local U.S. labor markets, exploiting the geographic differences in import exposure arising
from initial differences in industry specialization. Rising import exposure increases unemployment,
lowers labor force participation, and reduces wages in local labor markets. At the aggregate level, a
conservative estimate is that the import surge accounts for one‐quarter of the decline in U.S. manu-
facturing employment. Most recently, in joint work with Acemoglu and Price, these authors find that
the import surge from China also contributes to the unusually slow employment growth in the United
States following the financial crisis and the Great Recession (Acemoglu, Autor, Dorn, Hanson, &
Price, 2016).
While these papers by Autor and co‐authors have explored the negative impact of import competi-
tion from China on employment in the United States, some recent articles highlight the role of China
as an engine of world economic growth (e.g., Vianna, 2016; IMF, 2017; World Bank, 2017). These
articles speak to the second role played by China, in bringing consumer benefits as well as benefits
to workers in export‐oriented industries. Feenstra, Ma, and Xu (2017) have examined the positive
employment effects of U.S. exports using techniques similar to those in Autor et al. (2013, 2015).3
Depending on the estimation method, they find that employment in manufacturing industries grew by
roughly the same amount due to global exports as the decline in employment due to Chinese imports.
This result is perhaps not surprising given the magnitude of growth in U.S. exports as compared to
total imports and imports from China. Relative to GDP, U.S. exports rose by 10 percentage points
from 1995 to 2011, imports rose by 15 percentage points, and imports from China rose by 4 percent-
age points from a very low base, as depicted in Figure 1. So whether we focus on U.S. exports to the
world or on imports from China, the magnitude of changes over this period has been large and the
potential employment effects are correspondingly large.
In this paper, we quantify the employment impacts of U.S. imports and exports using a global
input–output analysis.4 Specifically, we use the World Input–Output Database (WIOD) of Timmer,
Erumban, Los, Stehrer, and de Vries (2014) and Timmer, Dietzenbacher, Los, Stehrer, and de Vries
(2015). In Section 2, we follow the method of Los, Timmer, and de Vries (2015, 2016), which focuses
on the demand side of the labor market, to quantify the positive impact from U.S. exports on employ-
ment. We find that the growth in exports led to demand for 2 million jobs in manufacturing, 0.5 mil-
lion in resource industries, and a remarkable 4.1 million jobs in services over 1995–2011, totaling 6.6
million. Two‐thirds of those service‐sectors jobs are due to the export of services themselves, whereas
one‐third is due to the intermediate demand from the manufacturing and resource—or what we call

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