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Friends and partners: Estimating latent affinity networks with the graphical LASSO 朋友与伙伴利用图形化 LASSO 估算潜在亲缘网络
IF 3.6 1区 社会学 Q1 INTERNATIONAL RELATIONS Pub Date : 2024-11-16 DOI: 10.1177/00223433241279377
Andrey Tomashevskiy
The notion of affinity among countries is central in studies of international relations: it plays an important role in research as scholars use measures of affinity to study conflict and cooperation in a variety of contexts. To more effectively measure affinity, I argue that it is necessary to utilize multidimensional data and take into account the network context of international relations. In this paper, I develop the deep affinity concept and introduce a new algorithm, the three-step graphical LASSO (GLASSO), to infer and recover latent affinity networks. This technique leverages the abundance of monadic and dyadic state-level data to identify the presence or absence of affinity links between pairs of countries. Directly incorporating network effects and using a variety of multidimensional data inputs, I used the three-step GLASSO to estimate latent affinity links among countries. With these data, I examined the implications of affinity for international conflict and foreign direct investment, and found that the measure of affinity generated with the three-step GLASSO outperformed alternative affinity measures and was associated with decreased conflict and increased economic interaction.
国家间亲和力的概念是国际关系研究的核心:它在研究中发挥着重要作用,因为学者们使用亲和力的测量方法来研究各种背景下的冲突与合作。为了更有效地衡量亲和力,我认为有必要利用多维数据并考虑国际关系的网络背景。在本文中,我提出了深度亲和力的概念,并介绍了一种新算法--三步图式 LASSO(GLASSO)--来推断和恢复潜在的亲和力网络。该技术利用丰富的一元和二元国家级数据来识别国家对之间是否存在亲缘联系。通过直接纳入网络效应并使用各种多维数据输入,我使用三步 GLASSO 估算了国家间的潜在亲缘联系。利用这些数据,我研究了亲和力对国际冲突和外国直接投资的影响,发现三步 GLASSO 生成的亲和力衡量方法优于其他亲和力衡量方法,并且与冲突减少和经济互动增加相关。
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引用次数: 0
Demographic features or spatial structures? Unpacking local variation during the 2022 Iranian protests 人口特征还是空间结构?解读 2022 年伊朗抗议活动期间的地方差异
IF 3.6 1区 社会学 Q1 INTERNATIONAL RELATIONS Pub Date : 2024-11-16 DOI: 10.1177/00223433241267800
Peyman Asadzade
Why do protests emerge and endure in some localities but not others? This study focuses on urban protests in the city of Tehran, Iran’s capital and largest city, during the 2022 uprising to explain why protests emerged and endured in some neighbourhoods but not others. Using an original geocoded dataset of 339 protest events at the neighbourhood level, I test two competing sets of demographic and spatial explanations. The results reveal that protests are more likely to emerge and persist in neighbourhoods with a higher percentage of educated citizens, closer proximity to university campuses and convenient access to metro stations. I provide theoretical explanations on how education boosts political awareness, university campuses act as networking hubs influencing surrounding areas and metro stations facilitate critical gathering points for protests. The findings remain consistent even when I control for a range of variables and use alternative specifications.
为什么抗议活动在一些地方出现并持续,而在另一些地方却没有?本研究关注伊朗首都和最大城市德黑兰市在 2022 年起义期间的城市抗议活动,以解释为什么抗议活动在一些街区而非其他街区出现并持续。我利用 339 个街区级抗议事件的原始地理编码数据集,检验了两组相互竞争的人口和空间解释。结果显示,在受教育程度较高、靠近大学校园和地铁站交通便利的居民区,抗议活动更有可能出现和持续。我从理论上解释了教育如何提高政治意识,大学校园如何成为影响周边地区的网络枢纽,以及地铁站如何促进抗议活动的关键聚集点。即使我对一系列变量进行控制并使用其他规格,研究结果仍然是一致的。
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引用次数: 0
Many hurdles to take: Explaining peacekeepers’ ability to engage in human rights activities 要跨越许多障碍:解释维和人员参与人权活动的能力
IF 3.6 1区 社会学 Q1 INTERNATIONAL RELATIONS Pub Date : 2024-11-16 DOI: 10.1177/00223433241276341
Hannah Smidt, Constantin Ruhe, Sabine Otto
Human rights are a fundamental principle and purpose of the United Nations (UN). Yet, UN peacekeeping operations (PKOs) exhibit substantial variation in their ability to engage in human rights activities. While existing research has investigated deployment and mandates, we explain what peacekeepers can actually do on the ground. We argue that the UN Security Council’s permanent member states (the P5) limit human rights mandates if they have private interests in PKO host countries, thereby diminishing peacekeepers’ ability to promote and protect human rights. Moreover, armed conflict shifts priorities away from human rights activities. We use novel data on 21 human rights activities in African countries (1991–2016) and item response models to capture PKOs’ latent ability to engage in these activities. Random and fixed effects regression and mediation analyses with sensitivity tests support our expectations. We find that the P5’s economic interests in the PKO host country negatively correlate with the strength of human rights mandate provisions, which in turn negatively correlates with PKOs’ ability to engage in human rights activities. We find similar, although less consistent, correlations for P5’s security interests. Yet, while mandates partly define the scope of PKOs’ activities, field-level conditions also have an influence. Specifically, ongoing armed conflict negatively correlates with PKOs’ ability to engage in human rights activities. Our results suggest that rising challenges to the liberal international order by powerful states, coupled with the more frequent deployment of PKOs in conflict zones, will likely increase the hurdles that UN PKOs need to overcome to meet expectations regarding their human rights engagement.
人权是联合国的基本原则和宗旨。然而,联合国维和行动(PKOs)在参与人权活动的能力方面存在很大差异。现有研究对维和行动的部署和任务进行了调查,而我们则解释了维和人员在实地的实际能力。我们认为,如果联合国安理会常任理事国(五常)在维和行动东道国拥有私人利益,它们就会限制人权任务,从而削弱维和人员促进和保护人权的能力。此外,武装冲突也会转移人权活动的优先事项。我们使用非洲国家 21 项人权活动的新数据(1991-2016 年)和项目反应模型来捕捉维和行动参与这些活动的潜在能力。随机效应和固定效应回归分析、中介分析以及敏感性测试都支持我们的预期。我们发现,五常在维和行动东道国的经济利益与人权任务规定的力度呈负相关,而人权任务规定的力度又与维和行动参与人权活动的能力呈负相关。我们发现,五常的安全利益也与之有类似的相关性,但不太一致。然而,虽然任务规定在一定程度上确定了维和行动的活动范围,但实地条件也有影响。具体而言,持续的武装冲突与维和行动参与人权活动的能力呈负相关。我们的研究结果表明,强国对自由国际秩序的挑战日益加剧,再加上在冲突地区更频繁地部署维和行动,很可能会增加联合国维和行动需要克服的障碍,以满足人们对其人权参与的期望。
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引用次数: 0
De jure powersharing 1975–2019: Updating the Inclusion, Dispersion, and Constraints Dataset 1975-2019 年法律上的权力分享:更新包容、分散和制约数据集
IF 3.6 1区 社会学 Q1 INTERNATIONAL RELATIONS Pub Date : 2024-11-11 DOI: 10.1177/00223433241271879
Alix Ziff, Miriam Barnum, Ashley Abadeer, Jasmine Chu, Nicole Jao, Marie Zaragoza, Benjamin AT Graham
Powersharing institutions are often prescribed to enhance civil peace, democratic survival, and the equitable provision of public services, and these institutions have become more prevalent over time. Nonetheless, the past decade has seen a rise in democratic backsliding and competitive authoritarianism, raising questions about how the relationship between powersharing, democracy, and civil peace may be evolving. This article introduces an update to the Inclusion, Dispersion, and Constraints (IDC) powersharing dataset that adds nine years of data, up through 2019. These new data include enhanced intercoder reliability checks, a significant reduction in missing values, and the documentation and correction of some coding errors in the original data. We also employ latent variable models to estimate each of three types of powersharing, allowing scholars to account for measurement uncertainty in analyses of the causes and consequences of powersharing. This dataset allows scholars to address urgent questions about whether previously observed relationships between powersharing and democracy and powersharing and civil peace still hold in this new era, and in what contexts powersharing institutions remain advisable.
权力分享机构通常被用来加强国内和平、民主生存和公共服务的公平提供,随着时间的推移,这些机构变得越来越普遍。然而,在过去的十年中,民主倒退和竞争性专制主义有所抬头,从而引发了关于权力分享、民主和国内和平之间的关系如何演变的问题。本文介绍了 "包容、分散和制约"(IDC)权力分享数据集的更新版,增加了截至 2019 年的九年数据。这些新数据包括增强的编码器间可靠性检查、显著减少的缺失值,以及对原始数据中一些编码错误的记录和纠正。我们还采用了潜在变量模型来估算三种类型的权力分享,使学者们在分析权力分享的原因和后果时能够考虑到测量的不确定性。这一数据集使学者们能够解决以下迫切问题:以前观察到的权力分享与民主、权力分享与国内和平之间的关系在新时代是否仍然成立,以及在什么情况下权力分享机构仍然是可取的。
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引用次数: 0
Setting targets: Abatement cost, vulnerability, and the agreement of NATO’s Wales Pledge on Defense Investment 设定目标:减排成本、脆弱性和北约威尔士国防投资承诺协议
IF 3.6 1区 社会学 Q1 INTERNATIONAL RELATIONS Pub Date : 2024-11-04 DOI: 10.1177/00223433241267798
Jordan Becker, Paul Poast, Tim Haesebrouck
Why do countries mutually agree to constraints on their behavior? Why do they comply with such constraints in the absence of enforcement mechanisms? More specifically, why did NATO allies, with disparate geography and perceptions of the international security environment, agree to ‘aim to move towards’ increased defense spending (2% of GDP on defense and 20% of defense budgets on equipment modernization) at their 2014 Wales Summit? Moreover, why have they largely complied with this agreement subsequently? We argue that the ‘Interest Based’ framework for understanding the success or failure of environmental agreements is useful for understanding the agreement and implementation of the Wales Pledge. This argument finds support from interviews with participants and a purpose-built dataset including outcomes of interest (overall defense spending and share of defense budgets allocated to equipment modernization) and key independent variables (vulnerability to security threats and ‘abatement cost’ of meeting the Wales Pledge aims). We find that vulnerability and abatement costs affected both the order in which states agreed the pledge, and the extent to which they have complied with it.
为什么各国会共同商定对其行为的限制?在缺乏执行机制的情况下,它们为什么会遵守这些约束?更具体地说,北约盟国的地理位置和对国际安全环境的看法各不相同,为什么它们在 2014 年威尔士峰会上同意 "致力于 "增加国防开支(将国内生产总值的 2% 用于国防,将国防预算的 20% 用于装备现代化)?此外,为什么他们后来基本上遵守了这一协议?我们认为,理解环境协议成败的 "基于利益 "框架有助于理解威尔士誓言的协议和实施。我们通过对参与者的访谈和专门建立的数据集(包括相关结果(国防开支总额和用于装备现代化的国防预算份额)和关键自变量(安全威胁的脆弱性和实现威尔士誓言目标的 "减排成本"))来支持这一论点。我们发现,脆弱性和减排成本既影响各国同意承诺的先后顺序,也影响各国履行承诺的程度。
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引用次数: 0
How user language affects conflict fatality estimates in ChatGPT 用户语言如何影响 ChatGPT 中的冲突死亡率估计值
IF 3.6 1区 社会学 Q1 INTERNATIONAL RELATIONS Pub Date : 2024-11-04 DOI: 10.1177/00223433241279381
Christoph Valentin Steinert, Daniel Kazenwadel
OpenAI’s ChatGPT language model has gained popularity as a powerful tool for problem-solving and information retrieval. However, concerns arise about the reproduction of biases present in the language-specific training data. In this study, we address this issue in the context of the Israeli–Palestinian and Turkish–Kurdish conflicts. Using GPT-3.5, we employed an automated query procedure to inquire about casualties in specific airstrikes, in both Hebrew and Arabic for the former conflict and Turkish and Kurdish for the latter. Our analysis reveals that GPT-3.5 provides 34 ± 11% lower fatality estimates when queried in the language of the attacker than in the language of the targeted group. Evasive answers denying the existence of such attacks further increase the discrepancy. A simplified analysis on the current GPT-4 model shows the same trends. To explain the origin of the bias, we conducted a systematic media content analysis of Arabic news sources. The media analysis suggests that the large-language model fails to link specific attacks to the corresponding fatality numbers reported in the Arabic news. Due to its reliance on co-occurring words, the large-language model may provide death tolls from different attacks with greater news impact or cumulative death counts that are prevalent in the training data. Given that large-language models may shape information dissemination in the future, the language bias identified in our study has the potential to amplify existing biases along linguistic dyads and contribute to information bubbles.
OpenAI 的 ChatGPT 语言模型作为解决问题和信息检索的强大工具,已经广受欢迎。然而,人们担心特定语言训练数据中存在的偏差会再现。在本研究中,我们将在以色列-巴勒斯坦冲突和土耳其-库尔德冲突的背景下解决这一问题。使用 GPT-3.5,我们采用了自动查询程序来查询特定空袭中的伤亡情况,前者使用希伯来语和阿拉伯语,后者使用土耳其语和库尔德语。我们的分析表明,GPT-3.5 用攻击者的语言提供的死亡率估计值比用目标群体的语言提供的低 34 ± 11%。否认存在此类攻击的回避答案进一步加大了差异。对当前 GPT-4 模型的简化分析显示了相同的趋势。为了解释偏差的根源,我们对阿拉伯语新闻来源进行了系统的媒体内容分析。媒体分析表明,大语言模型无法将具体的袭击事件与阿拉伯语新闻中报道的相应死亡人数联系起来。由于依赖于共现词,大语言模型可能会提供新闻影响更大的不同袭击事件的死亡人数,或在训练数据中普遍存在的累积死亡人数。鉴于大语言模型可能会影响未来的信息传播,我们研究中发现的语言偏差有可能会放大语言对偶方面的现有偏差,并造成信息泡沫。
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引用次数: 0
The Issue Correlates of War (ICOW) Identity Claims Dataset, 1946-2021 战争问题相关性(ICOW)身份索赔数据集,1946-2021 年
IF 3.6 1区 社会学 Q1 INTERNATIONAL RELATIONS Pub Date : 2024-11-01 DOI: 10.1177/00223433241268838
Paul R Hensel, Sara McLaughlin Mitchell, Andrew P Owsiak, Krista E Wiegand
This article introduces the Issue Correlates of War Identity Claims Dataset. An identity claim occurs when two states diplomatically contest the treatment of an ethnic group that both states share. A state that advances such a claim (i.e. the challenger) demands that the other state (i.e. the target) either: (i) change its domestic treatment of the group, (ii) grant the group independence, or (iii) allow the group to reunite with the challenger state (i.e. irredentism). Our research locates all known instances of identity claims throughout the world from 1946 to 2021 ( n = 111; 45 ongoing as of 31 December 2021). We first highlight the differences between these data and what appears in various existing datasets. We then elaborate on our data generating and coding processes, before descriptively presenting some of the dataset’s noteworthy characteristics (e.g. frequency over time and across regions; the most common challengers, targets, and ethnic groups involved; and claim militarization rates). Finally, we conclude with a discussion about promising ways to use the data in future research.
本文介绍了战争身份主张数据集(Issue Correlates of War Identity Claims Dataset)。当两个国家在外交上对双方共有的一个族群的待遇发生争议时,就会发生身份主张。提出这种要求的国家(即挑战国)要求另一个国家(即目标国):(i) 改变其国内对该族群的待遇,(ii) 给予该族群独立,或 (iii) 允许该族群与挑战国重新统一(即族群归属主义)。我们的研究找到了 1946 年至 2021 年全世界所有已知的身份诉求案例(n = 111;截至 2021 年 12 月 31 日有 45 起仍在进行中)。我们首先强调了这些数据与现有各种数据集之间的差异。然后,我们详细阐述了数据生成和编码过程,然后描述性地介绍了数据集的一些值得注意的特征(例如,不同时期和不同地区的频率;最常见的挑战者、目标和涉及的族群;以及索赔军事化率)。最后,我们讨论了在未来研究中使用这些数据的可行方法。
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引用次数: 0
Introducing the Latin American Transnational Surveillance (LATS) dataset 介绍拉丁美洲跨国监测(LATS)数据集
IF 3.6 1区 社会学 Q1 INTERNATIONAL RELATIONS Pub Date : 2024-11-01 DOI: 10.1177/00223433241268837
Matias Spektor, Marcos Ross Fernandes, Lucas de Oliveira Paes, João Victor Dalla Pola, Vitor Loureiro Sion
Transnational surveillance is a powerful tool in the arsenal of autocrats the world over. Despite its pervasive use in extraterritorial coercion, the systematic study of surveillance of regime opponents beyond national borders remains underdeveloped in political science, primarily due to limited data availability. To help fill this gap, we constructed the Latin American Transnational Surveillance dataset, a micro-level dataset based on declassified foreign surveillance reports produced between 1966 and 1986 by autocratic Brazil. Latin American Transnational Surveillance records the identity, locations, social ties and political activism of 17,000 individual targets of transnational surveillance, the vast majority of whom were tracked in neighbouring countries across Latin America. Drawing on these abundant data, we empirically explore existing theoretical insights about the motivations, methods and consequences of transnational surveillance, a task that would be difficult to do using other sources. We also leverage social network analysis to showcase potential applications of Latin American Transnational Surveillance in the testing of collective-action theories of transnational political violence.
跨国监控是全世界专制者的有力工具。尽管其在域外胁迫中的应用十分普遍,但政治学界对跨国监控政权反对者的系统研究仍然不够深入,这主要是由于数据可用性有限。为了填补这一空白,我们构建了拉丁美洲跨国监控数据集,这是一个微观层面的数据集,基于专制的巴西在 1966 年至 1986 年间制作的解密外国监控报告。拉美跨国监控记录了 1.7 万名跨国监控对象的身份、地点、社会关系和政治活动,其中绝大多数是在拉美邻国被跟踪的。利用这些丰富的数据,我们对跨国监控的动机、方法和后果的现有理论见解进行了实证探索,而这是使用其他资料来源难以完成的任务。我们还利用社会网络分析,展示了拉丁美洲跨国监控在检验跨国政治暴力集体行动理论方面的潜在应用。
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引用次数: 0
Do apologies promote the reintegration of former combatants? Lessons from a video experiment in Colombia 道歉能促进前战斗人员重返社会吗?哥伦比亚视频实验的启示
IF 3.6 1区 社会学 Q1 INTERNATIONAL RELATIONS Pub Date : 2024-10-28 DOI: 10.1177/00223433241261560
Gustav Agneman, Lisa Strömbom, Angelika Rettberg
Transitional justice practices frequently involve public apologies where former combatants confess their wrongdoings and ask for forgiveness, with the underlying assumption that such displays facilitate the reintegration of ex-combatants into society. However, little is known about the public response to ex-combatant apologies. In this article, we investigate the causal effect of an armed group apology on attitudes toward ex-combatant reintegration in Colombia. Our study builds on a novel experiment implemented in Meta, a conflict-ridden department of Colombia. The experiment entailed exposing a subset of participants to a video in which a former rebel group leader apologizes for violent acts committed by their armed group during the civil war. To examine the extent to which external actors influence the effectiveness of apologies, we incorporated third-party ‘encouragements to forgive’ (endorsements) in two additional treatment conditions. Our analysis demonstrates that, on average, participants do not exhibit higher reintegration attitudes when exposed to the apology, regardless of third-party endorsements. However, the absence of a treatment effect is not due to an indifference to the apology. In an exploratory heterogeneity analysis, we show that the apology induces negative effects on some indicators of reintegration attitudes among participants that did not support the peace agreement. This finding aligns with qualitative data gathered in a follow-up survey, which indicates that opponents of the peace agreement generally describe negative emotional responses to the FARC-EP apology. The results call for a reconsideration of unchallenged prescriptions of public apologies after conflict.
过渡时期司法实践经常涉及前战斗人员公开道歉,承认自己的错误行为并请求宽恕,其基本假设是这种表现有助于前战斗人员重新融入社会。然而,公众对前战斗人员道歉的反应却知之甚少。在本文中,我们调查了武装组织道歉对哥伦比亚前战斗人员重返社会态度的因果影响。我们的研究基于在哥伦比亚冲突频发的梅塔省实施的一项新实验。实验要求让一部分参与者观看一段视频,在这段视频中,前反叛组织领导人就其武装组织在内战期间犯下的暴力行为进行了道歉。为了研究外部行为者在多大程度上影响道歉的有效性,我们在两个额外的处理条件中加入了第三方的 "鼓励原谅"(认可)。我们的分析表明,平均而言,无论第三方认可与否,参与者在听到道歉后都不会表现出更高的重返社会态度。然而,没有治疗效果并不是因为对道歉漠不关心。在一项探索性的异质性分析中,我们发现道歉对一些不支持和平协议的参与者的重返社会态度指标产生了负面影响。这一发现与后续调查中收集到的定性数据相吻合,后者表明和平协议的反对者普遍对哥伦比亚革命武装力量-人民军的道歉做出了负面的情绪反应。这些结果要求我们重新考虑冲突后公开道歉的不受质疑的规定。
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引用次数: 0
Who uses Internet propaganda in civil wars and why? 谁在内战中使用互联网宣传,为什么?
IF 3.6 1区 社会学 Q1 INTERNATIONAL RELATIONS Pub Date : 2024-10-28 DOI: 10.1177/00223433241235854
Barbara F Walter, Gregoire Phillips
This article explores who is likely to benefit from Internet propaganda in civil wars. It argues that the global reach of the Internet, its lack of regulation and its filtering tools are more likely to help transnational rebel groups with external support and radical aims than local groups with home-grown support and moderate aims. The paper then introduces a new dataset on rebel propaganda that includes every available piece of public, downloadable Internet communication produced by every major rebel group in the Iraqi civil war between January 2011 and December 2015. A preliminary analysis of group-level Internet communication during the war revealed a number of striking patterns. Internet propaganda was not equally used by all rebel groups in Iraq during this time period. Groups with potentially larger international backing and low levels of local support were much more likely to produce Internet propaganda than those with strong in-country support. Ideologically extreme groups were also more likely to generate a higher volume of Internet propaganda than other types of groups. Finally, rebel groups that were new to a war tended to rely more heavily on Internet propaganda than more well-established groups. The article concludes by discussing the potential implications this new media environment could have for civil wars moving forward.
本文探讨了内战中谁有可能从互联网宣传中获益。文章认为,互联网遍布全球、缺乏监管以及过滤工具,这些因素更有可能帮助获得外部支持、目标激进的跨国反叛组织,而不是获得本土支持、目标温和的地方组织。本文随后介绍了一个关于反叛宣传的新数据集,其中包括 2011 年 1 月至 2015 年 12 月期间伊拉克内战中每个主要反叛团体制作的每一份可下载的公开互联网通讯。对战争期间团体层面的互联网传播进行的初步分析揭示了一些引人注目的模式。在此期间,并非所有伊拉克反叛团体都同样使用互联网宣传。与那些拥有强大国内支持的组织相比,潜在国际支持较大而当地支持较小的组织更有可能进行互联网宣传。意识形态极端的团体也比其他类型的团体更有可能在互联网上进行大量宣传。最后,与历史悠久的团体相比,新参战的反叛团体往往更依赖于互联网宣传。文章最后讨论了这种新媒体环境对未来内战的潜在影响。
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引用次数: 0
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