Voter and Legislator Responses to Localized Trade Shocks from China in Brazil

AuthorDaniela Campello,Francisco Urdinez
DOI10.1177/0010414020970233
Published date01 June 2021
Date01 June 2021
Subject MatterArticles
https://doi.org/10.1177/0010414020970233
Comparative Political Studies
2021, Vol. 54(7) 1131 –1162
© The Author(s) 2020
Article reuse guidelines:
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DOI: 10.1177/0010414020970233
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Article
Voter and Legislator
Responses to Localized
Trade Shocks from
China in Brazil
Daniela Campello1
and Francisco Urdinez2
Abstract
This paper examines whether localized trade shocks from China influence
Brazilians’ views on integration with the country. We test the following
hypotheses: (1) as trade shocks are localized, views on trade should form
at the local, rather than at the individual level, and (2) as localized trade
shocks affect both workers and companies in a same region, they should
also influence legislators’ views on China. Our analyses find support for both
claims, but only among losers from Chinese trade. Residents and legislators
from localities hurt by import shocks tend to hold negative views about
economic ties with China, whereas neither residents nor legislators from
localities benefitted by export shocks exhibit more positive views about the
country. Our paper contributes to the literature on the politics of trade
by incorporating meso-level theories of trade preference formation and
by establishing the conditions under which the interests of constituencies
should shape legislators’ views on international trade.
Keywords
globalization, trade preferences, Brazil, China, trade shocks
1Getúlio Vargas Foundation, Rio de Janeiro, Brazil
2Pontificia Universidad Católica de Chile, Santiago, Chile
Corresponding Author:
Francisco Urdinez, Political Science Institute and Center for International Studies, Pontificia
Universidad Católica de Chile, Campus San Joaquin, Macul 7820436, Chile.
Email: furdinez@uc.cl
970233CPSXXX10.1177/0010414020970233Comparative Political StudiesCampello and Urdinez
research-article2020
1132 Comparative Political Studies 54(7)
After more than a decade of careful empirical research, there is little evi-
dence that self-interest drives individuals’ views on trade (Hainmueller &
Hiscox, 2006; Kaltenthaler & Miller, 2014; Sabet, 2016). Likewise, there is
weak support for the expectation that voter self-interest influences legisla-
tors’ sentiment towards international trade (Fordham & McKeown, 2003).
These results have increasingly challenged the Open Economy Politics
(OEP) paradigm (Lake, 2009), prompting new venues of research on the
determinants of trade attitudes.
At the individual level, many authors have turned their attention to the
role of identities and values such as cosmopolitanism, or tolerance, on
trade preferences (Hafner-Burton et al., 2017; Mansfield & Mutz, 2009).
Others have resorted to experimental studies to demonstrate that self-inter-
est does matter, but only as long as individuals are aware of it, which is not
always true (Butler & Nickerson, 2011; Rho & Tomz, 2017). At the legis-
lative level, concerns for foreign policy (Milner & Tingley, 2011), igno-
rance of voter preferences (Butler & Nickerson, 2011) and conflicting
preferences between business and labor within a constituency (Karol,
2007) are frequent explanations for the disconnection between constituent
self-interest and representatives’ views on trade.
In this paper, we join a strand of the literature that maintains that the miss-
ing link between interests and trade views lies on OEP’s unrealistically nar-
row understanding of self-interest (Fordham & Kleinberg, 2012; Mansfield
& Mutz, 2009). We argue that when trade shocks occur along sectoral lines,
and sectors are geographically clustered—when trade shocks are therefore
localized—, self-interest is determined by income shocks that occur at the
local level. As such, their effects are not restricted to those employed in the
affected industries but spread to other residents working in the service sector,
a logic recently explored by Ardanaz et al. (2013). We further contend that,
because localized trade shocks affect the interests of business and residents
within a same geographic constituency, they are also likely to shape their
representatives’ views on international trade.
We test these claims in a study of the impact of trade shocks from China
on Brazilians’ perceptions of the risks and opportunities associated with the
country, both at mass and legislative levels. We want to know whether people
are able to connect income shocks related to trade and particular trading part-
ners and their own material well-being to form the attitudes we hypothesize,
that is, whether residents and representatives from localities harmed (bene-
fited) by Chinese trade see ties with the country more negatively (positively)
than those living in and representing unaffected areas.
In doing so, we extend a recent literature that broadens the agenda on
determinants of trade views—originally focused on support for liberalization
Campello and Urdinez 1133
vs. protectionism—towards understanding how phenomena such as voting
patterns (Jensen et al., 2017; Margalit, 2011), support for nationalist and iso-
lationist parties (Colantone & Stanig, 2018b), and views of other states as
friendly or threatening (Kleinberg & Fordham, 2010) vary between winners
and losers from trade openness.
Our empirical strategy combines multiple sources, including recently pub-
lished estimates of localized trade shocks from China in Brazil (Costa et al.,
2016), surveys of legislators and of public opinion, electoral and census data,
and content analyses of legislative speeches. Our unity of analysis, to which
we also refer as a locality, is the microregion1—a metropolitan area that inte-
grates municipalities into local economies and local labor markets and is
therefore ideal to capture local labor market effects of trade. As in 2017, the
Brazilian Institute of Geography and Statistics (IBGE) identified a total of
558 microregions (after 2017 named immediate geographical regions) and
5,570 municipalities in Brazil.
Results reveal that localized trade shocks from China do influence
Brazilians’ views about the country, but this effect is restricted to losers from
trade. Whereas residents in localities harmed by large import shocks are more
likely to see ties with China as posing a risk to Brazil, there is no evidence
that residents in areas benefited by export shocks are any more inclined to see
it as an opportunity. This impact is magnified in the case of respondents who
explicitly identify China as a major competitor to local production, suggest-
ing that the connection between interests and risk perceptions is not spurious.
This pattern reinforces previous findings in the economics literature (Baldwin
& Robert-Nicoud, 2007; Mayda & Rodrik, 2005) and is consistent with pros-
pect theory’s proposition that losses loom larger than equivalent gains (Jervis,
1992; Kahneman & Tversky, 1979).2
Self-interest strictly determined by factor ownership or sector of employ-
ment is not relevant under any specification. Rather, a positive association
between skill (a scarce resource in Brazil) and pro-China responses suggests
that education is less an expression of factor ownership, and more of a cos-
mopolitan attitude, possibly associated with personal exposure to pro-trade
arguments and/or to other nations and cultures (Ardanaz et al., 2013;
Hainmueller & Hiscox, 2006; Kleinberg & Fordham, 2010).
We obtain strikingly similar results at the legislator level; constituency
interests shape legislator views of economic ties with China regardless of
how we measure them. Legislators whose constituents suffered import
shocks are more inclined to portray ties with the country as a risk. Likewise,
representing losing constituents increases the probability that a legislator
joins the Brazil-China Legislative Caucus, created to set the legislative
bilateral agenda between the countries. These effects are also observable in

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