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Joint Bayesian longitudinal models for mixed outcome types and associated model selection techniques. 混合结果类型的联合贝叶斯纵向模型及相关模型选择技术。
IF 1 1区 社会学 Q1 POLITICAL SCIENCE Pub Date : 2023-12-01 Epub Date: 2022-09-18 DOI: 10.1007/s00180-022-01280-x
Nicholas Seedorff, Grant Brown, Breanna Scorza, Christine A Petersen

Motivated by data measuring progression of leishmaniosis in a cohort of US dogs, we develop a Bayesian longitudinal model with autoregressive errors to jointly analyze ordinal and continuous outcomes. Multivariate methods can borrow strength across responses and may produce improved longitudinal forecasts of disease progression over univariate methods. We explore the performance of our proposed model under simulation, and demonstrate that it has improved prediction accuracy over traditional Bayesian hierarchical models. We further identify an appropriate model selection criterion. We show that our method holds promise for use in the clinical setting, particularly when ordinal outcomes are measured alongside other variables types that may aid clinical decision making. This approach is particularly applicable when multiple, imperfect measures of disease progression are available.

受测量美国犬群利什曼病进展数据的启发,我们建立了一个带有自回归误差的贝叶斯纵向模型,以联合分析序数结果和连续结果。与单变量方法相比,多变量方法可以借用不同反应的强度,并可能改进疾病进展的纵向预测。我们在模拟中探索了我们提出的模型的性能,并证明它比传统的贝叶斯分层模型具有更高的预测准确性。我们进一步确定了适当的模型选择标准。我们的研究表明,我们的方法有望在临床环境中使用,尤其是在测量序数结果的同时测量其他变量类型时,这些变量类型可能有助于临床决策。这种方法尤其适用于多种不完善的疾病进展测量方法。
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引用次数: 0
“Filling the Ranks”: Moral Risk and the Ethics of Military Recruitment "充实军衔":道德风险与征兵伦理
IF 6.8 1区 社会学 Q1 POLITICAL SCIENCE Pub Date : 2023-11-30 DOI: 10.1017/s0003055423001247
Jonathan Parry, Christina Easton
If states are permitted to create and maintain a military force, by what means are they permitted to do so? This article argues that a theory of just recruitment should incorporate a concern for moral risk. Since the military is a morally risky profession for its members, recruitment policies should be evaluated in terms of how they distribute moral risk within a community. We show how common military recruitment practices exacerbate and concentrate moral risk exposure, using the UK as a case study. We argue that the British state wrongs its citizens by subjecting them to excessively morally risky recruitment practices. Since, we argue, this risk exposure cannot be justified by appealing to the benefits of a military career for recruits, our argument calls for reform of existing practices. Our method of evaluation is generalizable and therefore can be used to assess other states’ practices.
如果允许国家建立和维持军事力量,那么允许国家以何种方式建立和维持军事力量呢?本文认为,公正征兵理论应包含对道德风险的关注。由于军队对其成员来说是一个具有道德风险的职业,因此应根据征兵政策如何在社会中分配道德风险来评估征兵政策。我们以英国为例,说明常见的征兵做法是如何加剧和集中道德风险的。我们认为,英国政府让其公民接受道德风险过高的征兵做法,是对其公民的不公。我们认为,由于这种风险不能以新兵入伍的好处为理由,因此我们的论点要求对现有做法进行改革。我们的评估方法具有普遍性,因此可用于评估其他州的做法。
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引用次数: 0
From “Chinese Colonist” to “Yellow Peril”: Capitalist Racialization in the British Empire 从 "中国殖民者 "到 "黄祸":大英帝国的资本主义种族化
IF 6.8 1区 社会学 Q1 POLITICAL SCIENCE Pub Date : 2023-11-29 DOI: 10.1017/s0003055423001260
O. Ince
The literature on “racial capitalism” exhibits a tension between the term’s evocative power and its conceptual imprecision. This article navigates this tension by developing the mid-level concept of “capitalist racialization,” which specifies the role of capitalist abstractions in the construction of racial hierarchies. I elaborate this notion around the racialization of Chinese migration in nineteenth-century Southeast Asia. I focalize the figure of the “Chinese colonist” as an index of the capitalist standards by which British observers ordered colonial populations in their reflections on imperial political economy. I argue that the racial stereotype of “the Chinese” as commercial, industrious, and “colonizing” people emerged from the subsumption of colonial land and labor under capital. Their “colonizing” capacity rendered Chinese migrants simultaneously an economic asset to the British Empire and a potential threat to the white world order. “Capitalist racialization” therefore highlights new inroads into the entwined histories of capitalism, racism, and empire.
关于 "种族资本主义 "的文献显示了该术语的唤醒力与其概念不精确性之间的紧张关系。本文提出了 "资本主义种族化 "这一中层概念,明确了资本主义抽象概念在构建种族等级制度中的作用,从而解决了这一矛盾。我围绕 19 世纪东南亚华人移民的种族化来阐述这一概念。我将 "华人殖民者 "的形象聚焦为资本主义标准的一个指标,英国观察家在反思帝国政治经济时,就是根据这些标准对殖民地人口进行排序的。我认为,"中国人 "作为商业、勤劳和 "殖民者 "的种族刻板印象,是在殖民地土地和劳动力归属于资本的情况下产生的。他们的 "殖民 "能力使中国移民同时成为大英帝国的经济资产和白人世界秩序的潜在威胁。因此,"资本主义种族化 "凸显了资本主义、种族主义和帝国的纠缠历史的新进展。
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引用次数: 0
Making Sense, Making Choices: How Civilians Choose Survival Strategies during Violence 理智,做出选择:平民如何在暴力中选择生存策略
IF 6.8 1区 社会学 Q1 POLITICAL SCIENCE Pub Date : 2023-11-29 DOI: 10.1017/s0003055423001259
Aidan Milliff
How do ordinary people choose survival strategies during intense, surprising political violence? Why do some flee violence, while others fight back, adapt, or hide? Individual decision-making during violence has vast political consequences, but remains poorly understood. I develop a decision-making theory focused on individual appraisals of how controllable and predictable violent environments are. I apply my theory, situational appraisal theory, to explain the choices of Indian Sikhs during the 1980s–1990s Punjab crisis and 1984 anti-Sikh pogroms. In original interviews plus qualitative and machine learning analysis of 509 oral histories, I show that control and predictability appraisals influence strategy selection. People who perceive “low” control over threats often avoid threats rather than approach them. People who perceive “low” predictability in threat evolution prefer more-disruptive strategies over moderate, risk-monitoring options. Appraisals explain behavior variation even after accounting for individual demographics and conflict characteristics, and also account for survival strategy changes over time.
在激烈、令人吃惊的政治暴力事件中,普通人如何选择生存策略?为什么一些人逃离暴力,而另一些人则反击、适应或躲藏?暴力事件中的个人决策会产生巨大的政治影响,但人们对其了解甚少。我提出了一种决策理论,重点关注个人对暴力环境的可控性和可预测性的评估。我运用我的理论--情境评估理论来解释印度锡克教徒在 20 世纪 80-90 年代旁遮普危机和 1984 年反锡克教大屠杀期间的选择。通过对 509 份口述历史的原始访谈以及定性和机器学习分析,我发现控制和可预测性评价会影响策略选择。认为对威胁的控制力 "低 "的人通常会回避威胁,而不是接近威胁。认为威胁演变的可预测性 "低 "的人更喜欢更具破坏性的策略,而不是温和的风险监控选择。即使考虑了个体人口统计学和冲突特征,评价也能解释行为的变化,还能解释生存策略随时间的变化。
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引用次数: 0
Unreported Realities: The Political Economy of Media-Sourced Data 未报道的现实:媒体数据的政治经济学
IF 6.8 1区 社会学 Q1 POLITICAL SCIENCE Pub Date : 2023-11-21 DOI: 10.1017/s0003055423001181
Sarah E. Parkinson
What is the gap between scholars’ expectations of media-sourced data and the realities those data actually represent? This letter elucidates the data generation process (DGP) that undergirds media-sourced data: journalistic reporting. It uses semi-structured interviews with 15 journalists to analyze how media actors decide what and how to report—in other words, the “why” of reporting specific events to the exclusion of others—as well as how the larger professional, economic, and political contexts in which journalists operate shape the material scholars treat as data. The letter thus centers “unreported realities”: the fact that media-derived data reflect reporters’ locations, identities, capacities, and outlet priorities, rather than providing a representative sample of ongoing events. In doing so, it reveals variations in the consistency and constancy of reporting that produce unacknowledged, difficult-to-identify biases in media-sourced data that are not directionally predictable.
学者们对媒体数据的期望与这些数据实际代表的现实之间存在着怎样的差距?这封信阐明了支撑媒体来源数据的数据生成过程(DGP):新闻报道。它通过对 15 名记者进行半结构化采访,分析了媒体行为者如何决定报道什么和如何报道--换句话说,"为什么 "要报道特定事件而排除其他事件--以及记者所处的更大的职业、经济和政治环境如何塑造了被学者视为数据的材料。因此,这封信以 "未报道的现实 "为中心:媒体数据反映了记者的位置、身份、能力和报道重点,而非提供正在发生的事件的代表性样本。在此过程中,它揭示了报道的一致性和恒定性的变化,这些变化在媒体来源的数据中产生了不为人知的、难以识别的偏差,而这些偏差是无法定向预测的。
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引用次数: 0
Engineering Territory: Space and Colonies in Silicon Valley 工程领地:硅谷的太空与殖民地
IF 6.8 1区 社会学 Q1 POLITICAL SCIENCE Pub Date : 2023-11-16 DOI: 10.1017/s0003055423001156
Alina Utrata
Although space colonization appears to belong to the world of science fiction, private corporations owned by Silicon Valley billionaires—and supported by the US state—have spent billions making it a reality. Analyses of space colonialism have sometimes viewed these projects as distinct from earthly histories of colonialism, instead locating them within traditions of libertarianism, neoliberalism, or techno-utopianism. By reconstructing technology elites’ political visions for celestial settlements within the literature on colonial-era corporations and property, this study argues that the idea of outer space as an empty frontier relies on the same logic of territorialization that was used to justify terrestrial colonialism and indigenous dispossession. It further traces how the idea of “engineering territory” has inspired wider Silicon Valley political exit projects such as cyberspace, seasteading, and network states, which, rather than creating spaces of anarchical freedom, are attempting to recreate the territorial state in new spaces.
尽管太空殖民似乎属于科幻世界,但硅谷亿万富翁拥有的私人公司--在美国政府的支持下--已经花费数十亿美元将其变为现实。对太空殖民主义的分析有时将这些项目视为有别于地球上的殖民主义历史,而是将其置于自由主义、新自由主义或技术乌托邦主义的传统之中。通过在有关殖民时代公司和财产的文献中重构科技精英对天体定居点的政治愿景,本研究认为,将外层空间视为空旷疆域的观点所依赖的领土化逻辑,与用来为陆地殖民主义和土著剥夺行为辩护的逻辑如出一辙。本研究进一步追溯了 "工程领土 "的理念如何激发了更广泛的硅谷政治退出项目,如网络空间、海上殖民和网络国家,这些项目不是在创造无政府的自由空间,而是试图在新的空间中重建领土国家。
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引用次数: 0
What Politicians Do Not Know Can Hurt You: The Effects of Information on Politicians’ Spending Decisions 政客们不知道的事可能会伤害你:信息对政治家支出决策的影响
IF 6.8 1区 社会学 Q1 POLITICAL SCIENCE Pub Date : 2023-11-16 DOI: 10.1017/s0003055423001132
Ryan Jablonski, Brigitte Seim
Do well-informed politicians make more effective spending decisions? In experiments with 70% of all elected politicians in Malawi ( $ N=460 $ ), we tested the effects of information on public spending. Specifically, we randomly provided information about school needs, foreign aid, and voting patterns prior to officials making real decisions about the allocation of spending. We show that these information interventions reduced inequalities in spending: treatment group politicians were more likely to spend in schools neglected by donors and in schools with greater need. Some information treatment effects were strongest in remote and less populated communities. These results suggest that information gaps partially explain inequalities in spending allocation and imply social welfare benefits from improving politicians’ access to information about community needs.
信息灵通的政治家会做出更有效的支出决策吗?在对马拉维 70% 的民选政治家($ N=460 $)进行的实验中,我们测试了信息对公共开支的影响。具体来说,我们在官员就支出分配做出实际决策之前,随机提供了有关学校需求、外国援助和投票模式的信息。我们发现,这些信息干预措施减少了支出中的不平等现象:治疗组的政治家们更有可能在被捐助者忽视的学校和需求更大的学校支出。在一些偏远和人口较少的社区,信息干预的效果最为显著。这些结果表明,信息差距可以部分解释支出分配中的不平等现象,并意味着改善政治家对社区需求信息的获取可以带来社会福利方面的好处。
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引用次数: 0
Judicial Specialization and Deference in Asylum Cases on the U.S. Courts of Appeals 美国上诉法院在庇护案件中的司法专业化和偏倚性
IF 6.8 1区 社会学 Q1 POLITICAL SCIENCE Pub Date : 2023-11-16 DOI: 10.1017/s0003055423001144
Maureen Stobb, Joshua B. Kennedy
Many look to the federal courts as an avenue of control of the growing administrative state. Some advocate the creation of specialized federal courts of appeals in areas such as immigration and social security. Yet, little is known about whether repeat exposure to specific types of cases enables federal judges to overcome doctrines of deference and whether such an effect would be policy-neutral. Gathering a sample of over 4000 cases decided by the U.S. Courts of Appeals between 2002 and 2017, we demonstrate that exposure to asylum cases over time emboldens federal judges to challenge administrative asylum decisions, asserting their personal policy preferences. The effect is particularly strong when the legal issue should prompt deference based on bureaucratic expertise. These findings not only address important questions raised by bureaucracy and court scholars but also inform a salient public debate concerning the proper treatment of those seeking refuge within our borders.
许多人将联邦法院视为控制日益壮大的行政国家的途径。一些人主张在移民和社会保障等领域设立专门的联邦上诉法院。然而,对于重复接触特定类型的案件是否能使联邦法官克服服从原则,以及这种影响是否是政策中性的,人们知之甚少。我们收集了 2002 年至 2017 年间美国上诉法院判决的 4000 多起案件样本,证明长期接触庇护案件会使联邦法官敢于挑战行政庇护决定,坚持其个人政策偏好。当法律问题应该基于官僚的专业知识而得到尊重时,这种影响尤其强烈。这些发现不仅解决了官僚机构和法院学者提出的重要问题,还为关于如何正确对待在我国境内寻求庇护者的公众辩论提供了信息。
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引用次数: 0
Taking Stock of Solidarity between People of Color: A Mini Meta-Analysis of Five Experiments 评估有色人种之间的团结:五个实验的迷你荟萃分析
1区 社会学 Q1 POLITICAL SCIENCE Pub Date : 2023-11-13 DOI: 10.1017/s0003055423001120
EFRÉN PÉREZ, BIANCA VICUÑA, ALISSON RAMOS
Recent work suggests that solidarity between people of color (PoC) is triggered when a minoritized ingroup believes they are discriminated similarly to another outgroup based on their alleged foreignness or inferiority. Heightened solidarity then boosts support for policies that benefit minoritized outgroups who are not one’s own. Available experiments on this pathway vary by participants (e.g., Asian, Black, Middle Eastern, and Latino adults), manipulations (similar discrimination as foreign vs. inferior ), and pro-outgroup outcomes (support for undocumented immigrants, Black Lives Matter). We report a pre-registered mini meta-analysis of this solidarity mechanism. Across five experiments ( N = 3,252), similar discrimination as foreign or inferior reliably triggers solidarity between PoC, which then substantially increases support for pro-outgroup policies. This mediated pathway is robust to possible confounding and emerges across studies and planned contrasts of them. We discuss what the viability of this mechanism implies for further theoretic and empirical innovations in a racially diversifying polity.
最近的研究表明,当一个少数群体认为他们因所谓的外国人或自卑而受到与另一个外群体类似的歧视时,有色人种之间的团结就会被触发。加强团结会促进对有利于非自己的少数群体的政策的支持。关于这一途径的现有实验因参与者(例如,亚洲人、黑人、中东人和拉丁裔成年人)、操纵(类似于外国人与劣等人的歧视)和支持外群体的结果(支持无证移民、黑人的命也重要)而异。我们报告了对这种团结机制的预注册迷你荟萃分析。在五个实验中(N = 3,252),对外国或劣等的类似歧视可靠地触发了PoC之间的团结,从而大大增加了对亲外群体政策的支持。这种介导的途径对可能的混淆是稳健的,并且在研究和计划的对比中出现。我们讨论了这种机制的可行性意味着在一个种族多元化的政体中进一步的理论和实证创新。
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引用次数: 0
Heterogeneous Naturalization Effects of Dual Citizenship Reform in Migrant Destinations: Quasi-Experimental Evidence from Europe 移民目的地双重国籍改革的异质入籍效应:来自欧洲的准实验证据
1区 社会学 Q1 POLITICAL SCIENCE Pub Date : 2023-11-13 DOI: 10.1017/s0003055423001193
FLORIS PETERS, MAARTEN VINK
Does dual citizenship acceptance increase immigrants’ propensity to naturalize and, if so, for whom does this matter most? We exploit exogenous variation in citizenship legislation in 200 migrant-origin countries to identify the effect of destination country policy reform. We hypothesize that the value of the origin country citizenship moderates the reform effect. We test our identification strategy in two West European countries with contrasting reforms: a canonical liberal reform in Sweden (2001) and an atypical restrictive reversal in the Netherlands (1997). We apply a staggered difference-in-differences model employing administrative data on complete migrant populations. We find reform effects remarkably similar in effect size and heterogeneity, with liberalizing reform increasing naturalization rates by 6.7 percentage points and restrictive change decreasing rates by 6.4 percentage points. The effect is concentrated among immigrants from EU and highly developed countries. Our quasi-experimental evidence informs naturalization scholarship and public debate on migrant political integration.
接受双重国籍是否会增加移民入籍的倾向?如果是的话,这对谁最重要?我们利用200个移民来源国公民立法的外生变化来确定目的地国政策改革的影响。我们假设原籍国公民身份的价值调节了改革的效果。我们在两个西欧国家用对比鲜明的改革来测试我们的认同策略:瑞典的规范自由改革(2001年)和荷兰的非典型限制性逆转(1997年)。我们应用了一个交错的差异模型,采用行政数据对完整的移民人口。我们发现改革在效应大小和异质性上非常相似,自由化改革使归化率提高了6.7个百分点,限制性改革使归化率降低了6.4个百分点。这种影响主要集中在来自欧盟和高度发达国家的移民身上。我们的准实验证据为入籍奖学金和关于移民政治融合的公共辩论提供了信息。
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引用次数: 0
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American Political Science Review
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