SHORT ARTICLE
Antinormative Messaging, Group Cues, and the Nuclear
Ban Treaty
Stephen Herzog, ETH Zurich
Jonathon Baron, Yale University
Rebecca Davis Gibbons, University of Southern Maine
What types of foreign policy cues are most likely to turn public opinion against a popular emerging norm? Since 2017,
the US government has sought to discredit the Treaty on the Prohibition of Nuclear Weapons and its nuclear nonpossession norm among the largely prodisarmament American public. We fielded a national US survey experiment
(N p 1; 219) to evaluate the effects of these elite cues as well as social group cues on public opinion. Our study thus
offers one of the first experimental assessments of public attitudes toward nuclear disarmament. We find that both
negative government messages and group cues can shift attitudes. Direct exposure to official rhetoric—particularly
substantive security and institutional critiques—most effectively increases opposition to the norm. Yet, we observe that
all cues have little effect on respondents’ existing opposition to nuclear arms. The American population may support
eventually eliminating nuclear weapons, but majority backing for immediate disarmament appears far from assured.
I
n 2017, 122 states adopted a treaty outlawing possession
of nuclear weapons, but no state with a nuclear arsenal or
protected by extended nuclear deterrence voted in favor.
British, French, and US officials immediately responded: “We
do not intend to sign, ratify or ever become party to” the Treaty
on the Prohibition of Nuclear Weapons (TPNW; Gibbons 2019,
30). Regardless, ban advocates aim to influence governments
by turning their domestic audiences against nuclear weapons
(Mekata 2018). Literature showing that public opinion can
shape foreign policy (Milner and Tingley 2015; Powlick and
Katz 1998) suggests that this strategy might yield promising
results in the United States. US government efforts to discredit
the TPNW also face an uphill battle due to long-standing sup-
port for nuclear disarmament among most Americans (Kull et al.
2004; Russett 1990–91).
Can negative messaging sway opinion against the emergent
nuclear nonpossession norm? If so, what types of messages are
most persuasive to a largely prodisarmament public? Literature on foreign policy cues is mixed, with Guisinger and Saunders (2017) finding that the public follows elite views and
Kertzer and Zeitzoff (2017) concluding that group cues often
matter more. However, no study disaggregates how negative
messaging affects support for international nuclear norms,
and most recent nuclear politics experiments explore public
support for the use and nonuse of nuclear weapons (see, e.g.,
Sagan and Valentino 2017). The only experiment to address
Stephen Herzog (
[email protected]) is a senior researcher in the Center for Security Studies, ETH Zurich, Switzerland. Jonathon Baron
(
[email protected]) is an independent researcher and a recent PhD graduate of the Department of Political Science, Yale University, New Haven,
CT 06511. Rebecca Davis Gibbons (
[email protected]) is an assistant professor in the Political Science Department, University of Southern Maine,
Portland, ME 04103.
This study received an exempt determination per Yale University Institutional Review Board protocol 2000026191. Study preregistration occurred
through Evidence in Governance and Politics preanalysis plan 20190806AA. Support for this research was provided by the Whitney and Betty MacMillan
Center for International and Area Studies at Yale University, the Japan Foundation Center for Global Partnership, and the Stanton Foundation. Data and
supporting materials necessary to reproduce the numerical results in the article are available in the JOP Dataverse (https://dataverse.harvard.edu/dataverse
/jop). An online appendix with supplementary material is available at https://doi.org/10.1086/714924.
Published online October 21, 2021.
The Journal of Politics, volume 84, number 1, January 2022. q 2021 Southern Political Science Association. All rights reserved. Published by The University
of Chicago Press for the Southern Political Science Association. https://doi.org/10.1086/714924
591
592 / Messaging, Cues, and the Nuclear Ban Treaty Stephen Herzog, Jonathon Baron, and Rebecca Davis Gibbons
nuclear disarmament does so as a means to assess the comparative strength of positivist international relations theories
(Bell and Quek 2015).
Our study fills this gap on disarmament with a US national survey experiment (N p 1; 219). We randomly assigned
respondents to a single persuasive treatment (or control) from a
range of vignettes arguing against the TPNW on security, normative, or institutional grounds, mirroring US government
messages. The survey also evaluated a group cue containing
a social prime but no substantive objections. The results offer theoretical insights into government strategies to counter
emergent norms as well as “trickle-down” group effects.
Both government messages and group cues prompted
greater opposition to the TPNW, but priming Americans’
distrust of international institutions and security concerns
had the strongest effects. While 64.7% of control respondents
supported joining the ban, describing it as having weak institutional efficacy yielded a considerable 19.2 percentage point
decrease. Discussing its allegedly harmful impact on US national security attenuated support by 17 percentage points.
Noting its potential to undermine nonproliferation norms
dropped support by 8.6 percentage points. Social group cues
reduced support by 8.1 percentage points. On average, government messaging most effectively increased opposition, but
in practice, cues often work in tandem. Since group cues have a
significant effect on support, official messages may be magnified as people persuaded by rhetoric opposing the ban transmit information through social networks. Yet, all cues had little
effect on respondents’ existing opposition to nuclear arms. The
US public may support eventually eliminating nuclear weapons,
but majority backing for immediate disarmament appears far
from assured.
Treatments
Except for the group cue, interventions modeled US government elite arguments against the TPNW. Table D1 demonstrates that covariates were balanced across the four arms
occurring alongside the control, the text of which is in appendix C:
1. Group Cue: augmented replication of Kertzer and
Zeitzoff (2017) with a figure noting “those who answered other survey questions like you do not support the Ban Treaty”;2
2. Security Cue: statement noting US government opposition due to the goal of eliminating nuclear
weapons used for protection against other nuclear
powers;
3. Norms Cue: statement noting US government opposition due to the potential to subvert norms of
the Nuclear Nonproliferation Treaty (NPT);
4. Institution Cue: statement noting US government
opposition due to the ban’s status as a weak international institution lacking enforcement and
verification.
External validity
We conducted our survey from August 9 to 12, 2019, using a
national sample of the US population balanced on age, gender,
and region, recruited by the polling firm Dynata.1 The experiment, shown in figure B1, proceeded as follows. After consent,
subjects provided demographic and political covariates. Next,
they read a baseline description of the TPNW, including the
number of states that negotiated its adoption and its overall
objectives (app. C). Subjects were then randomly assigned to
one of four treatment arms—or the control group receiving no
further information—before responding to outcome measures.
We assessed causal effects within the context of a real-world
case. US officials have countered the ban’s public visibility with
strong condemnatory rhetoric mirroring our treatments. Following its adoption, Ambassador to the United Nations Nikki
Haley’s press statement warned, “This initiative clearly disregards the realities of the international security environment.
Accession to the ban treaty is incompatible with the policy of
nuclear deterrence, which has been essential to keeping the
peace in Europe and North Asia for over 70 years” (CaseyMaslen 2019, 52). When the International Campaign to Abolish
Nuclear Weapons won the 2017 Nobel Peace Prize, the State
Department critiqued the ban’s institutional efficacy, stating it
“will not result in the elimination of a single nuclear weapon”
(Keaten and Lewis 2017). As state signatories have risen, officials
have invoked norms in—often televised—speeches at think tanks
and universities. Assistant Secretary of State Christopher Ford
(2018) has alleged that the ban “works at cross-purposes” to the
“tried and true institutions of the NPT” that have promoted
nuclear security for five decades. Many Americans receive such
messages directly or through factual reporting—similar to
1. Our Dynata sample was well balanced on relevant US demographic
covariates (app. A; apps. A–K are available online), as was a follow-up
sample recruited by YouGov (see Primary Treatment Effects).
2. This treatment used mild deception, so subjects received a debrief
found in app. E.
EXPERIMENTAL DESIGN
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Figure 1. Treatment effects on support for the TPNW. Point estimates of treatment effects measured against the control baseline are presented for model 1
(black) and model 2 (gray), with two-sided 90% confidence intervals (pertaining to one-tailed hypothesis tests) and 95% confidence intervals. Color version
available as an online enhancement.
substantive treatment. Others learn about news via friends,
family, or partisan sound-bite commentary—akin to group
cues and often containing little informational content. Further discussion of our experimental approach for evaluating
these messages is provided in appendix C.
Posttreatment outcome measures
The primary outcome measure asked respondents: “Do you
think the United States should join the Nuclear Weapon
Ban Treaty?” Subjects then completed an attitudinal battery
asking their views on three types of statements about nuclear
weapons: whether they are an asset or a danger to international
peace; whether they are usable as weapons of war; and how
subjects view disarmament dynamics like feasibility, verifiability, and implementation speed. Appendix F shows all outcome measures. We wanted to know whether treatment could
influence perceptions of not only the ban but nuclear weapons
themselves. Deeply penetrating effects might spill over to issues of nuclear arms control, proliferation, deterrence, and
force posture. We hypothesized that each treatment would
negatively affect support for the ban. Accordingly, we scored
subjectively positive responses on a four-point Likert scale
with values of 22, 21, 1, and 2; higher numerical coding
facilitated directional testing.
ANALYSES AND RESULTS
We conducted our main analyses using ordinary least squares
regression models with HC2 robust standard errors (SEs).
Model 1 estimated
Y i p b0 1 b1 Group Cuei 1 b2 Security Cuei
1 b3 Norms Cuei 1 b4 Institution Cuei 1 εi ;
ð1Þ
or the effect of each treatment relative to the control baseline
on each outcome Y (and error ei)—the difference in means
for each treatment group relative to the control. Model 2
estimated
Y i p g0 1 g1 Group Cuei 1 g2 Security Cuei
ð2Þ
1 g3 Norms Cuei 1 g4 Institution Cuei 1 Xi 1 hi ;
where Xi represents the covariate profile of each respondent i
with associated regression coefficients and error term hi.
Results did not differ substantially, and we report on both
models in figure 1, although our primary inferential targets
are the adjusted estimates in model 2.3 Because our primary
hypotheses posited negative treatment effects, our design was
preregistered with the specification that all effects would be
tested against the null hypothesis of no effect using onetailed, lower p-values (a p 0:05; see app. G). However, we
also present results with two-sided 95% confidence intervals.
Primary treatment effects
In line with our hypotheses, figure 1 displays significant negative effects of each treatment on support for joining the
TPNW (see also app. H). As noted above, the baseline level of
3. We report unadjusted estimates in Broader Attitudinal Effects and
Subgroup Analysis.
594 / Messaging, Cues, and the Nuclear Ban Treaty Stephen Herzog, Jonathon Baron, and Rebecca Davis Gibbons
support among control respondents was 64.7%. Support was
lowest among respondents in the institution and security cue
groups, respectively 45.6% (regression-adjusted estimate: average treatment effect ½ATE p 219:2, p ! :001) and 47.7%
(ATE p 217:0, p ! :001). These effects were statistically indistinguishable. We estimated that 54.3% of group cue respondents supported the TPNW (ATE p 28:1, p ! :030),
while 56.3% of norms cue respondents supported it (ATE p
28:6, p p :023). These effects were not significantly different
at the p ! :05 level, but each was significantly smaller than the
institution and security cue effects.4
Because Americans may be unfamiliar with the ban, we
also performed a follow-up survey to assess priors on the TPNW.
This matched representative survey (N p 2; 500), conducted by
the firm YouGov, allowed us to contextualize the importance
of the treatment effects. Although only 26.1% of Americans
were aware of the TPNW, even unaware respondents revealed
strong preferences for disarmament. Around 61% of respondents who had not heard of the ban noted it “sound[ed] like
they would support it.” Appendix I provides full results. In fact,
the proportions of subjects supporting and opposing the ban
were similar among both aware and unaware respondents.
With this strong evidence of overt and latent support for the
TPNW, it is apparent that antinormative messaging can indeed be powerful.
Broader attitudinal effects
Contrasting with the strong effects on the primary outcome
of interest, no treatment had a systematic effect on broader
attitudes toward nuclear weapons (see table J1). Subjects were,
on average, negative to neutral in their views on nuclear
weapons. For instance, the average control group response to
“Nuclear weapons are dangerous and present a threat to the
world” was 21.332 (SE p 0:058), where 22 represented the
most negative attitudes. Tellingly, the average control group
response to “Some countries will always cheat and disobey
nuclear treaties” was also decidedly negative (meanp 21:265;
SE p 0:057). Americans already appear to believe that countries
are likely to behave deceptively in the context of nuclear diplomacy. Accordingly, we saw moderate endorsement of the
idea that “Reducing the number of nuclear weapons over time
is safer than immediate nuclear disarmament” (mean p 0:748;
SE p 0:076), where 2 represented the most positive attitudes.
Yet, respondents were not indiscriminately negative about
nuclear weapons. Baseline attitudes showed modest agreement
4. Our results remain significant after applying a Bonferroni-Holm
correction: institution cue (p ! :001), security cue (p ! :001), norms cue
(p p :046), group cue (p p :046).
with “Nuclear weapons help to keep my country safe”
(mean p 0:332; SE p 0:086) and neutrality toward “Nuclear weapons contribute to peace by preventing conflict
between countries” (mean p 0:080; SE p 0:090). Interestingly, these mean attitudes remained largely fixed across all
interventions. We observed only weakly significant effects:
the group and institution cues negatively affected responses
to “Nuclear weapons help to keep my country safe” (respectively ATE p 20:216, p p :032; ATE p 20:218, p p
:033). The group cue also had a weakly significant effect on
fears about cheating that violates nuclear treaties (ATE p
20:132, p p :040). However, the significance of these results
disappeared after we applied a Bonferroni-Holm correction due
to the number of outcomes considered. The public may be more
confident in its views on nuclear weapons and disarmament
than on the specific approach taken by the TPNW. Disarmament advocacy has been around as long as the weapons
themselves, but the TPNW’s legal prohibition is distinct from
the traditional phased warhead reductions of nuclear arms
control.
Subgroup analysis
Although statistical power prevents a complete evaluation
of heterogeneous effects, we nonetheless observed demographic trends that researchers would do well to examine in
the future. Overall, we only observed significant differences
in support for joining the TPNW based on (five-point) ideology and partisanship (coded as three-point party identification). Since these results tracked closely on one another, we
focus primarily on partisanship (see app. K). Considering the
control group, table 1 displays baseline majority support for
the ban irrespective of party identification. Democrats were
more positive about joining the TPNW than Independents but
not significantly (73.6% vs. 63.8%; p p :234).
While Republicans were least supportive, a surprising majority (53.8%, SE p 5:6) preferred to join. Among Democrats
and Independents, the institution cue yielded the largest effects
(respective unadjusted estimates: conditional average treatment effect ½CATE p 216:1, p p :005; CATE p 215:4,
p p :091). Among Republicans, it was the security cue
(CATE p 225:5, p ! :001). Pooling across arms, Republicans
showed an ATE of 221 percentage points, versus 29.2 for
Democrats and 29 for Independents. This difference may
simply be the product of the greater favorability Republicans
exhibit toward nuclear weapons relative to Democrats (Kull
et al. 2004; Russett 1990–91), thus making them more sympathetic to critiques of disarmament. Members of each party also
responded heterogeneously to treatment, although differences
were generally insignificant at conventional levels.
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Table 1. Estimated Treatment Effects by Party ID (%)
Arm
Democrat mean
Independent mean
Republican mean
Control Mean
Group
Security
Norms
Institution
73.6
(4.2)
63.8
(6.9)
53.8
(5.6)
25.2
(4.8)
25.8
(6.9)
214.7
(4.9)
212.2
(4.6)
212.7
(7.6)
225.5
(4.9)
22.8
(4.3)
25.0
(6.8)
220.0
(5.3)
216.1
(4.7)
215.4
(9.0)
224.4
(4.7)
Note. Point estimates of mean responses are presented for each treatment arm. Bootstrapped SEs, computed with 10,000 replicates, are presented in parentheses under each corresponding point estimate. All estimates are unadjusted.
CONCLUSION
Even in a hostile information environment, negative government messages may galvanize public opinion against a
popular emerging norm like nuclear nonpossession. This is
especially true when messages are crafted around institutional
and security rhetoric, as these cues yield particularly strong
opposition to the TPNW. Trickle-down social effects emanating from coverage of official positions are less effective. Still,
they too can have similarly persuasive effects to government
use of normative rhetoric. In terms of the academic debate over
elite cues versus group cues (e.g., Guisinger and Saunders 2017;
Kertzer and Zeitzoff 2017), we find that both affect public
views on foreign policy. However, certain elite messages containing substantive content have more powerful persuasive
effects than social group pressures.
Antinormative messaging may be amplified by multiple
cues. Individuals and groups can be affected heterogeneously,
with Democrats most persuaded by the institution cue and
Republicans by the security cue. But overall, our analyses
showed that attitudes are largely fixed toward nuclear weapons
but not toward the new ban approach—irrespective of widespread support for disarmament. This underscores the importance of winning the information battle on emerging norms.
Varied content maximizes odds of striking a chord with different audiences and converting recipients into norm opponents
who may transmit group cues. It should be heartening to ban
advocates that opinion among even Republicans is supportive of
the TPNW. Nonetheless, our analyses reveal that all demographic groups are persuadable and may increase opposition
when presented with negative government messages and group
cues. It is thus in the interest of norm advocates and critics to
note the theoretical foundations underlying successful antinormative messaging and the utility of public outreach targeting
different nodes of the information pipeline. If the ban continues
to gain international support, we should expect a natural push
and pull in the information cycle. Events like diplomacy with
North Korea and the abrogation of arms control agreements like
the Intermediate-Range Nuclear Forces Treaty will also increase
public awareness of nuclear issues. Such news may offer opportunities to tailor messaging for and against the ban.
ACKNOWLEDGMENTS
The authors are grateful to David M. Allison, Peter M. Aronow, Alexander Coppock, Stephanie Kang, Natasza Marrouch,
Molly Offer-Westort, Frances Rosenbluth, Lawrence Rubin, and
attendees at the 2019 American Political Science Association Annual Meeting for comments. They would also like to extend special thanks to Courtenay Conrad and three anonymous reviewers.
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