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Bad apples just for friends: A large language model approach to research on the strategic framing in government’s human rights advocacy narratives 只给朋友吃的坏苹果:研究政府人权倡导叙事中的战略框架的大型语言模型方法
IF 3.6 1区 社会学 Q1 INTERNATIONAL RELATIONS Pub Date : 2025-10-14 DOI: 10.1177/00223433251360205
Jie Lian
Existing scholarship shows that transnational human rights advocacy depends on successful framing and audience mobilization. While most of this literature has focused on human rights framing by NGOs and advocates, governments can also frame human rights interests to their advantage. Focusing on the topic of police violence in the United States government’s transnational human rights advocacy practices, this article argues that a government may frame advocacy narratives for its benefit. For the government, strategic framing could be used to mobilize pressure against its geopolitical rivals, ease condemnation against its friends, and actively define advocated issues in a way favorable to its regime. With a novel network approach for text representation based on pre-trained large language models (LLMs), this article proposes an effective method to measure strategic framing from text data. Using the US State Department’s human rights reports, the results show that police violence accusations in the US government’s human rights advocacy narratives are strategically framed with reporting in favor of countries closer to the US. This research contributes to human rights scholarship by highlighting how governments’ national interests considerations could be incorporated into transnational human rights advocacy activities through strategic framing. The proposed LLM-based text data representation method also shows promising potential for broader text analysis tasks like topic modeling.
现有的学术研究表明,跨国人权倡导取决于成功的框架和受众动员。虽然这些文献大多侧重于非政府组织和倡导者制定的人权框架,但政府也可以为自己的利益制定人权利益。本文聚焦于美国政府跨国人权倡导实践中的警察暴力问题,认为政府可能会为自己的利益而构建倡导叙事。对于政府来说,战略框架可以用来动员对地缘政治对手的压力,减轻对其朋友的谴责,并以有利于其政权的方式积极界定所倡导的问题。本文提出了一种基于预训练的大型语言模型(LLMs)的文本表示的新颖网络方法,并提出了一种从文本数据中度量策略框架的有效方法。根据美国国务院的人权报告,结果显示,在美国政府的人权倡导叙事中,警察暴力指控是战略性的,报道有利于与美国关系更近的国家。这项研究通过强调如何通过战略框架将政府的国家利益考虑纳入跨国人权倡导活动,为人权研究做出了贡献。提出的基于llm的文本数据表示方法也显示出广泛的文本分析任务(如主题建模)的潜力。
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引用次数: 0
Hand in fist: Attachment to the nation and tolerance for white supremacist violence 手拉手:对国家的依恋和对白人至上主义暴力的容忍
IF 3.6 1区 社会学 Q1 INTERNATIONAL RELATIONS Pub Date : 2025-10-04 DOI: 10.1177/00223433251360902
Victoria Gurevich, Christopher Gelpi
How does attachment to the nation influence one’s perception of white nationalist terrorism in the United States? Whereas terrorism has traditionally been understood as attacking the interests of the State, the recent increase in white supremacist violence in the United States is also deeply connected to the country’s history. An emerging body of literature has begun to examine the subjectivity of what is considered terrorism, often finding that respondents are less likely to identify white perpetrators as terrorists compared to non-white perpetrators for similar crimes. We engage a survey experiment to extend the ‘relational theory of terror perception’ to one’s attachment to the nation. We test how national attachment, an ostensibly positive disposition and distinct from patriotism and nationalism, shapes how racially motivated violence is perceived. We find that those with a stronger attachment to the nation are less concerned by hypothetical incidents of white supremacist violence than those with a weaker attachment to the nation. These biases that minimize concern for white supremacist violence are held across the political spectrum and are not simply a function of race, party affiliation, or political ideology. In fact, national attachment is a stronger predictor of attitudes toward white supremacy than respondent race; we find no support for our hypothesis that white respondents would be less concerned by violence committed by white perpetrators. Recognizing the link between positive attachment to the nation and tolerance for white nationalist violence is crucial for shaping America’s response to this threat to national security and civil peace.
对国家的依恋如何影响一个人对美国白人民族主义恐怖主义的看法?虽然恐怖主义传统上被理解为攻击国家利益,但最近美国白人至上主义暴力事件的增加也与该国的历史密切相关。越来越多的文献开始研究恐怖主义的主观性,经常发现,与非白人犯罪者相比,受访者不太可能将类似罪行的白人犯罪者视为恐怖分子。我们进行了一项调查实验,将“恐怖感知的关系理论”扩展到一个人对国家的依恋。我们测试了民族依恋(一种表面上积极的性格,不同于爱国主义和民族主义)是如何塑造人们对种族动机暴力的看法的。我们发现,与那些对国家的依恋较弱的人相比,那些对国家的依恋较强的人对假设的白人至上主义暴力事件的关注较少。这些将对白人至上主义暴力的关注最小化的偏见存在于整个政治领域,而不仅仅是种族、党派或政治意识形态的作用。事实上,与被调查者的种族相比,民族依恋更能预测人们对白人至上主义的态度;我们发现没有证据支持我们的假设,即白人受访者对白人行凶者的暴力行为不那么关心。认识到对国家的积极依恋与对白人民族主义暴力的容忍之间的联系,对于美国如何应对这种对国家安全和国内和平的威胁至关重要。
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引用次数: 0
Coercive engineered migrations and environmental stress 强制性工程迁移和环境压力
IF 3.6 1区 社会学 Q1 INTERNATIONAL RELATIONS Pub Date : 2025-10-03 DOI: 10.1177/00223433251360202
Tobias Böhmelt
Countries can deliberately create, manipulate and exploit cross-border population movements to induce concessions from a target. Such ‘coercive engineered migrations’ are more likely to be successful when targeting domestically unstable states. I argue that environmental stress can add to this instability and ‘swamp’ a target’s ability to cope with cross-border population movements. Ultimately, the chances of migration-driven coercion to be successful should increase when target countries are both domestically unstable and suffer from environmental shocks. This claim is tested using quantitative data on the outcomes of coercive engineered migrations since the 1950s, which I combine with information on environmental extremes, as measured by the number of environmental disasters. Controlling for several other influences that may affect the outcome and employing sample-selection estimators that account for the non-random assignment of coercive engineered migration, the results support the argument as I show that the likelihood of successful migration-related coercion increases when domestically unstable target countries also face environmental disasters. This finding contributes to our understanding of migration as a foreign-policy instrument, it sheds new light on the role of environmental stress in international bargaining, and there are direct implications for conflict as a driver of cross-border population movements.
国家可以故意制造、操纵和利用跨境人口流动,以诱使目标做出让步。当针对国内不稳定的国家时,这种“强制性工程移民”更有可能成功。我认为,环境压力会增加这种不稳定性,并“淹没”目标应对跨境人口流动的能力。最终,当目标国家既国内不稳定又遭受环境冲击时,由移徙推动的胁迫成功的机会应该会增加。这一说法是用20世纪50年代以来强制性工程移民结果的定量数据来检验的,我把这些数据与极端环境的信息结合起来,以环境灾难的数量来衡量。控制了可能影响结果的其他几个影响因素,并采用了考虑强制工程移民的非随机分配的样本选择估计值,结果支持了我的论点,因为我表明,当国内不稳定的目标国家也面临环境灾害时,成功迁移相关强制的可能性会增加。这一发现有助于我们理解移民作为一种外交政策工具,它揭示了环境压力在国际谈判中的作用,并对冲突作为跨境人口流动的驱动因素有直接影响。
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引用次数: 0
Private goods for peace: Economic provisions of peace agreements and the durability of peace 促进和平的私人物品:和平协定的经济条款和和平的持久性
IF 3.6 1区 社会学 Q1 INTERNATIONAL RELATIONS Pub Date : 2025-09-22 DOI: 10.1177/00223433251345382
Elisa D’Amico, Santiago Sosa, Molly M Melinau
We consider how agreement terms create a national framework for development to address the root causes of conflict (public goods) and prevent recidivism through the economic reintegration of ex-combatants (private goods), thus offering agreement terms that are acceptable to both parties and enabling long-term peace. We argue that peace agreements that include promises of public goods, such as national development, and private goods, such as training opportunities and direct fund transfers to ex-combatants, are more capable of preventing violence resurgence. We examine variation in peace agreements contents and how these relate to the durability of peace using newly coded data on private goods. Using a series of Cox proportional hazard models, along with a variety of robustness checks to account for matching, placebo effects, selection bias and implementation factors, we offer evidence that peace agreement content has important implications for post-civil war outcomes. Our results suggest that agreements with provisions for fiscal federalism and for the economic reintegration of ex-combatants are more durable than those that do not. Moreover, contrary to expectations, most economic development promises do not affect the durability of peace.
我们考虑协议条款如何创造一个国家发展框架,以解决冲突的根源(公共利益),并通过前战斗人员的经济重新融入防止再犯(私人利益),从而提供双方都能接受的协议条款并实现长期和平。我们认为,包括公共利益(如国家发展)和私人利益(如培训机会和对前战斗人员的直接资金转移)承诺的和平协定更有能力防止暴力的再次发生。我们研究和平协议内容的变化,以及这些与和平持久性的关系,使用新编码的私人物品数据。通过使用一系列Cox比例风险模型,以及考虑匹配、安慰剂效应、选择偏差和实施因素的各种稳健性检查,我们提供了和平协议内容对内战后结果具有重要影响的证据。我们的研究结果表明,包含财政联邦制条款和前战斗人员经济重返社会条款的协议比不包含这些条款的协议更持久。此外,与预期相反,大多数经济发展承诺并不影响和平的持久性。
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引用次数: 0
Democratic elections and anti-immigration attitudes 民主选举和反移民态度
IF 3.6 1区 社会学 Q1 INTERNATIONAL RELATIONS Pub Date : 2025-09-06 DOI: 10.1177/00223433251352660
Miguel Carreras, Sofia Vera, Giancarlo Visconti
Democratic elections are ritualized and institutionalized processes that allow for the peaceful resolution of political disagreements and conflicts. However, electoral processes also serve as focal points in which right-wing political parties can adopt a negative (or xenophobic) discourse against immigrants and other minority groups in order to obtain political benefits (i.e. more electoral support). Left-wing parties are often better off abandoning the immigration issue and focusing on other policy areas during the campaign. As a result, anti-immigration narratives become more prominent during periods of election salience. In this article, we take advantage of the timing of the cross-national post-election surveys included in the Comparative Study of Electoral Systems (CSES) to explore the effects of election salience on individuals’ anti-immigration attitudes. We find that immigration attitudes become more polarized just after an election has taken place. On the one hand, right-wing respondents exhibit more negative attitudes toward immigrants when the election is salient, but those negative views decrease as we move away from the election. On the other hand, left-wing respondents express lower levels of xenophobia immediately after the election, but their immigration views become more negative as time since the election increases. Surprisingly, these effects are only detectable in contexts where the immigration issue is less salient.
民主选举是仪式化和制度化的过程,允许和平解决政治分歧和冲突。然而,选举过程也成为右翼政党对移民和其他少数群体采取负面(或仇外)言论的焦点,以获得政治利益(即更多的选举支持)。左翼政党在竞选期间放弃移民问题,把重点放在其他政策领域,往往会更好。因此,反移民言论在选举期间变得更加突出。在本文中,我们利用选举制度比较研究(CSES)中包括的跨国选举后调查的时机来探讨选举显著性对个人反移民态度的影响。我们发现,选举刚一结束,移民的态度就会变得更加两极化。一方面,右翼受访者在大选突出时对移民表现出更负面的态度,但随着我们远离大选,这些负面看法会减少。另一方面,左翼受访者在选举后立即表现出较低的仇外情绪,但随着选举后时间的推移,他们对移民的看法变得更加消极。令人惊讶的是,这些影响只有在移民问题不那么突出的情况下才会被发现。
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引用次数: 0
Does crime breed authoritarianism? Crime exposure, democratic decoupling and political attitudes in Brazil 犯罪会滋生威权主义吗?巴西的犯罪曝光、民主脱钩与政治态度
IF 3.6 1区 社会学 Q1 INTERNATIONAL RELATIONS Pub Date : 2025-09-02 DOI: 10.1177/00223433251347792
Juan Masullo, Krzysztof Krakowski, Davide Morisi
How does crime influence democratic attitudes and behaviors? Existing research offers conflicting answers: some argue that crime fosters antidemocratic preferences, while others suggest it increases democratic engagement. To reconcile this paradox, we conceptualize democracy as a multidimensional system with distinct components that can be decoupled. We distinguish between different (anti)democratic preferences tied to core democratic principles and argue that contextual exposure to crime may heighten support for undemocratic enforcement measures without eroding commitment to procedural democracy. To test this, we conducted a large online survey ( N = 3108) in Brazil – a country profoundly affected by various forms of crime – using two embedded experimental protocols. Our findings show that crime exposure increases support for unlawful enforcement practices, such as police overreach and vigilante justice, while leaving attitudes toward military coups, executive aggrandizement and support for democracy as the best form of government largely unaffected. Understanding this nuanced relationship is especially important in contexts where crime is pervasive and politically instrumentalized. That exposure to crime leads citizens to tolerate breaches of the rule of law in the name of public safety is deeply concerning. Yet, our results offer cautious optimism: support for undemocratic enforcement does not necessarily undermine broader democratic commitments.
犯罪如何影响民主的态度和行为?现有的研究给出了相互矛盾的答案:一些人认为犯罪助长了反民主的倾向,而另一些人则认为犯罪增加了民主参与。为了调和这一矛盾,我们将民主概念化为一个多维系统,它具有可以解耦的不同组成部分。我们区分了与核心民主原则相关的不同(反)民主偏好,并认为犯罪的背景暴露可能会增加对非民主执法措施的支持,而不会侵蚀对程序民主的承诺。为了验证这一点,我们在巴西——一个深受各种形式犯罪影响的国家——进行了一项大型在线调查(N = 3108),使用了两个嵌入式实验协议。我们的研究结果表明,犯罪曝光增加了对非法执法行为的支持,如警察越权和治安维持司法,而对军事政变、行政权力扩大和支持民主作为最佳政府形式的态度在很大程度上不受影响。理解这种微妙的关系在犯罪普遍和政治工具化的背景下尤为重要。对犯罪的暴露导致公民以公共安全的名义容忍违反法治的行为,这令人深感关切。然而,我们的研究结果提供了谨慎的乐观:支持不民主的执法并不一定会破坏更广泛的民主承诺。
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引用次数: 0
Gender in elections: The consequences of killing women activists 选举中的性别:杀害女性活动家的后果
IF 3.6 1区 社会学 Q1 INTERNATIONAL RELATIONS Pub Date : 2025-09-02 DOI: 10.1177/00223433251347772
Andrés F Rivera, Juliana Tappe Ortiz, Carlo Koos
Violence against social activists is a global phenomenon, increasingly prevalent in democratic and conflict-affected states. Violence targeting women activists, in particular, highlights the intersection of gender-based discrimination and the risks associated with activism. We theorize that the killings of women activists reduce both women’s motivation to run for office and voters’ willingness to elect women candidates, driven by fears of further retaliation from armed groups and a demand for protective masculine norms in politics. Using novel fine-grained data on violence against activists, we demonstrate that the killings of women activists in Colombia decrease women’s candidacies and lower voter support for women in mayoral elections. Additional analyses suggest that women’s visibility during peace negotiations and prior territorial control by left-wing FARC rebels mitigated this effect, emphasizing how variation in gender norms can alter the political consequences of violence. Our findings reveal that considering the gender of victims offers important insights into how exposure to political violence influences democratic elections.
针对社会活动人士的暴力是一种全球现象,在民主国家和受冲突影响的国家日益普遍。针对妇女活动人士的暴力行为尤其突出了基于性别的歧视与活动相关风险的交集。我们的理论是,女性活动家被杀害既降低了女性竞选公职的动机,也降低了选民投票给女性候选人的意愿,这是由于担心武装组织的进一步报复,以及政治中对保护性男性规范的需求。我们使用有关针对活动人士的暴力行为的新颖精细数据,证明在哥伦比亚,杀害女性活动人士减少了女性候选人的数量,并降低了选民对市长选举中女性的支持。其他分析表明,妇女在和平谈判和左翼哥伦比亚革命武装力量(FARC)叛军控制领土期间的能见度减轻了这种影响,强调了性别规范的变化如何改变暴力的政治后果。我们的研究结果表明,考虑受害者的性别为政治暴力如何影响民主选举提供了重要的见解。
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引用次数: 0
Why some districts march more: Protest mobilization in the wake of US representatives’ election denial 为什么一些地区的游行更多:在美国议员否认选举后的抗议动员
IF 3.6 1区 社会学 Q1 INTERNATIONAL RELATIONS Pub Date : 2025-08-30 DOI: 10.1177/00223433251353650
Marie-Therese Meye
Election denial is a popular tool used by election losers to challenge democratic processes, often with harmful consequences for political stability. While some research suggests that actual fraud serves as a focal point for protest, other work emphasizes citizens’ perceptions of fraud and partisanship. This study contributes to the debate by pointing to a possible mechanism for why fraud perceptions and partisanship might matter more for protest mobilization. I argue that local elite endorsement of election denial plays a crucial role in amplifying and localizing national narratives of stolen elections, making them more resonant within specific communities. I test this argument using the case of the 2020 US presidential election, where the widespread election denial narrative by President Trump led to highly uneven patterns of pro-Trump protests across the country. Using novel data on protest activity based on anonymized cellphone records and the timing of public endorsements of fraud claims by members of Congress, I demonstrate that local elite support for election denial significantly increased protest mobilization within their districts, particularly in districts already primed for dissent. This study sheds light on the democratic risks posed by election denial, showing how elite-driven disinformation can intensify and localize mobilization, even in the absence of credible claims of electoral fraud.
否认选举是选举失败者用来挑战民主进程的常用工具,往往会给政治稳定带来有害后果。虽然一些研究表明,实际的欺诈行为是抗议的焦点,但其他工作强调了公民对欺诈和党派偏见的看法。这项研究通过指出为什么欺诈感知和党派关系可能对抗议动员更重要的可能机制,有助于辩论。我认为,地方精英对否认选举的支持,在放大和本地化有关被盗选举的国家叙事方面发挥了至关重要的作用,使它们在特定社区中更能引起共鸣。我以2020年美国总统大选为例验证了这一观点,当时特朗普总统广泛否认选举的说法导致全国各地支持特朗普的抗议活动极不均衡。我使用了基于匿名手机记录的抗议活动新数据,以及国会议员公开支持欺诈指控的时间,证明了当地精英对否认选举的支持大大增加了他们所在地区的抗议动员,尤其是在已经为异见做好准备的地区。这项研究揭示了否认选举所带来的民主风险,显示了精英驱动的虚假信息如何加剧和本地化动员,即使在没有可信的选举欺诈指控的情况下。
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引用次数: 0
Engineered non-contestation: Deterring electoral contestation using violence in local elections 策划无争议:在地方选举中使用暴力阻止选举争议
IF 3.6 1区 社会学 Q1 INTERNATIONAL RELATIONS Pub Date : 2025-08-29 DOI: 10.1177/00223433251353645
Noyonika Das
How and why do incumbents use local elections as tools for subverting democracy and establishing party dominance? Integrating literatures on political violence and decentralization, this article argues that incumbents use violence to engineer non-contestation among opposition actors in local elections. Drawing on the strength of local networks, incumbents prioritize their own strongholds for such violence, leading candidates to withdraw and resulting in uncontested seats. I explore this argument with data on local elections from West Bengal, a state in India that has held local elections since the 1970s but where competition is spatially uneven, resulting in a significant number of uncontested seats. The theoretical expectations are tested with disaggregated data on competitiveness and uncontested seats for 3,000 local electoral units. The article finds that increased violence against the opposition in an electoral unit leads to seats going uncontested in that unit. I complement these findings with 60 qualitative interviews from political elites and non-elites, which indicate that violence is an important means through which incumbents engineer non-contestation. These findings have important implications for research on political violence and subnational authoritarianism, particularly in understanding the emergence and persistence of subnational authoritarianism in decentralized countries.
现任者如何以及为什么利用地方选举作为颠覆民主和建立政党统治的工具?本文综合了有关政治暴力和权力下放的文献,认为在位者在地方选举中使用暴力来设计反对派行动者之间的无争议。利用地方网络的力量,现任者优先考虑他们自己的据点进行这种暴力,导致候选人退出,导致没有竞争的席位。我用西孟加拉邦的地方选举数据来探讨这一论点。印度的西孟加拉邦自20世纪70年代以来一直举行地方选举,但竞争在空间上是不平衡的,导致大量席位没有竞争。理论预期是用3000个地方选举单位的竞争力和无竞争席位的分类数据来检验的。文章发现,在一个选举单位中,针对反对派的暴力增加导致该单位的席位无人争夺。我用60个来自政治精英和非精英的定性访谈来补充这些发现,这些访谈表明暴力是在职者设计无争议的重要手段。这些发现对政治暴力和次国家威权主义的研究具有重要意义,特别是在理解分权国家次国家威权主义的出现和持续方面。
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引用次数: 0
Renting political violence: A political economy of rents, access and violence delegation 租用政治暴力:租用、访问和暴力授权的政治经济学
IF 3.6 1区 社会学 Q1 INTERNATIONAL RELATIONS Pub Date : 2025-08-25 DOI: 10.1177/00223433251352676
Maureen Fubara
What explains variation in incumbents’ choice of political violence perpetrators? Incumbents often sponsor violence in elections but do not typically engage in it themselves, instead delegating violence to security forces, armed groups, party wings, or regular citizens. Existing theory poorly explains such variation, which has privileged incumbents’ incentives to plausibly deny their involvement. This article develops a theory centred around variation in electoral violence perpetrators. Focusing on the subnational level, I argue that variation in rents helps explain why some incumbents recruit armed groups while others rely on ordinary citizens. Incumbents with access to large rents can afford to hire costly yet effective armed groups. In contrast, those with limited rents recruit cheaper but less capable alternatives such as ordinary citizens. I use over one hundred interviews conducted with politicians, journalists, voters, civil society members and citizens in four Nigerian states, Lagos, Rivers, Plateau and Nasarawa, to probe the plausibility of the argument. I triangulate interview findings with newspapers and observer reports. Findings show that in Lagos and Rivers, incumbents hire and maintain armed groups such as transport workers and cult groups due to high rents, while those in the low-rents state of Nasarawa hire citizens to perpetrate violence. The study contributes to the literature on decentralization, joint production of political violence, and the resource curse.
如何解释在位者对政治暴力施暴者的选择差异?现任总统经常在选举中支持暴力行为,但通常自己并不参与暴力行为,而是将暴力行为委托给安全部队、武装团体、政党派别或普通公民。现有的理论很难解释这种变化,这使得在职者有理由否认自己的参与的动机。本文发展了一个以选举暴力肇事者的变异为中心的理论。专注于次国家层面,我认为租金的差异有助于解释为什么一些现任政府招募武装组织,而另一些则依赖普通公民。获得高额租金的现任者可以雇得起昂贵但有效的武装团体。相比之下,那些租金有限的公司则招聘更便宜但能力较差的人,比如普通市民。我对尼日利亚拉各斯、河流、高原和纳萨拉瓦四个州的政治家、记者、选民、公民社会成员和公民进行了一百多次采访,以探究这一论点的合理性。我将采访结果与报纸和观察家报道进行三角分析。调查结果显示,在拉各斯和里弗斯,由于租金高,现任政府雇佣并维持运输工人和邪教组织等武装团体,而在租金低的纳萨拉瓦州,现任政府雇佣公民实施暴力。该研究对权力下放、政治暴力的共同产生和资源诅咒的文献有贡献。
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引用次数: 0
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