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We Have Big Data, But Do We Need Big Theory? Review-Based Remarks on an Emerging Problem in the Social Sciences 我们有了大数据,还需要大理论吗?基于评论的社会科学新问题评论
IF 1.2 1区 哲学 Q1 Arts and Humanities Pub Date : 2023-07-18 DOI: 10.1177/00483931231188825
Hermann Astleitner
Big data represents a significant challenge for the social sciences. From a philosophy-of-science perspective, it is important to reflect on related theories and processes for developing them. In this paper, we start by examining different views on the role of theories in big data-related social research. Then, we try to show how big data is related to standards for evaluating theories. We also outline how big data affects theory- and data-based research approaches and the process of theory building. Discussions include a summary of lines of reasoning, limitations, and a proposal for future developmental steps.
大数据是社会科学面临的重大挑战。从科学哲学的角度来看,反思相关理论和发展过程是很重要的。在本文中,我们首先考察了关于理论在大数据相关社会研究中的作用的不同观点。然后,我们试图展示大数据与评估理论的标准之间的关系。我们还概述了大数据如何影响基于理论和数据的研究方法以及理论构建过程。讨论包括对推理思路、局限性的总结,以及对未来发展步骤的建议。
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引用次数: 0
Sets, Net Effects, Causal Mechanisms, Subpopulations, and Understanding: A Comment on Mahoney 集合、净效应、因果机制、亚种群和理解:对马奥尼的评论
IF 1.2 1区 哲学 Q1 Arts and Humanities Pub Date : 2023-07-06 DOI: 10.1177/00483931231188011
S. Turner
This comment discusses the suggestions made in Mahoney’s “Constructivist Set-Theoretic Analysis: An Alternative to Essentialist Social Science” (2023). Mahoney presents an approach to cases of intersectionality or confounding which produce causal results unlike those that result from traditional net effects causal modeling. He presents it as an alternative to “essentialism,” which he describes as a cognitive error. These alternatives have the same problems as those he attributes to net effects analysis, with one exception: the method does allow for the identification of subpopulations with different causal mechanisms producing different outcomes for this subpopulation.
这篇评论讨论了马奥尼在《建构主义集合论分析:本质主义社会科学的替代》(2023)中提出的建议。马奥尼提出了一种方法来处理产生因果结果的交叉性或混淆情况,而这些结果与传统的净效应因果模型不同。他将其作为“本质主义”的替代方案,他将其描述为一种认知错误。这些替代方案与净效应分析存在同样的问题,但有一个例外:该方法确实允许识别具有不同因果机制的亚种群,为该亚种群产生不同的结果。
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引用次数: 1
Book Review: The Epistemology and Morality of Human Kinds 书评:《人类的认识论与道德》
IF 1.2 1区 哲学 Q1 Arts and Humanities Pub Date : 2023-06-29 DOI: 10.1177/00483931231186187
Bálint Békefi
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引用次数: 0
The Fact of the Matter About the Post-Truth Condition: Response to Sassower 关于后真相条件的事实:对Sassower的回应
IF 1.2 1区 哲学 Q1 Arts and Humanities Pub Date : 2023-06-20 DOI: 10.1177/00483931231183372
S. Fuller
This article responds to Raphael Sassower’s critique of my recent A Player’s Guide to the Post-Truth Condition. It addresses his concerns that I do not align myself sufficiently with Foucault and Critical Theory more generally. The article points out that notwithstanding my indebtedness to these sources, one cannot properly understand the post-truth condition without taking seriously the robust sense of freedom that today’s two dominant ideologies—Neoliberalism and Neo-Populism—presuppose in their various political-economic-social struggles. The article relates this point to several of the key concepts underwriting my conception of post-truth, including Modal Power and the Symmetry Principle. The article ends with an account of the current “reparationist” discourse (i.e., repairing the intergenerational damage of transatlantic slavery) that makes it exemplary of the post-truth condition.
这篇文章回应了拉斐尔·萨索对我最近的《后真相条件的玩家指南》的批评。它解决了他的担忧,即我没有充分地与福柯和批判理论保持一致。文章指出,尽管我对这些来源负有责任,但如果不认真对待当今两种主流意识形态——新自由主义和新民粹主义——在其各种政治、经济和社会斗争中所预设的强烈自由感,就无法正确理解后真相条件。这篇文章将这一点与我的后真理概念中的几个关键概念联系起来,包括模态幂和对称原理。文章最后介绍了当前的“修复主义”话语(即修复跨大西洋奴隶制的代际损害),使其成为后真相条件的典范。
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引用次数: 0
Social Norms and Agent Types: Bridging the Gap Between the Theoretical Models and Their Applications 社会规范与代理人类型:弥合理论模型与应用之间的差距
IF 1.2 1区 哲学 Q1 Arts and Humanities Pub Date : 2023-06-08 DOI: 10.1177/00483931231181168
Vojtěch Zachník
The paper presents a novel view of social norms that reflects the importance of different agent types, their specific motivations and roles. How one identifies with a role and behavioral options available to the agent is crucial for the sustainability of the social norms. The analysis of a simple case of social norm is suggested as a default model for analysis, and then the classification of subjects, enforcers, and audience is introduced. This triangular typology of agents is extended by introducing a network of interlocking patterns underlying social behavior. Lastly, the paper describes two categories of transgressions based on misidentification.
本文提出了一种新的社会规范观,反映了不同代理人类型的重要性、他们的具体动机和角色。一个人如何认同一个角色和代理人可以选择的行为,对社会规范的可持续性至关重要。建议将一个简单的社会规范案例作为默认分析模型,然后介绍主体、执行者和受众的分类。代理人的这种三角类型是通过引入社会行为背后的连锁模式网络来扩展的。最后,本文描述了基于误认的两类违法行为。
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引用次数: 0
What Is Non-Inevitable? 什么是非不可避免的?
IF 1.2 1区 哲学 Q1 Arts and Humanities Pub Date : 2023-06-08 DOI: 10.1177/00483931231181641
Abigail Klassen
In this paper, I contend that the use of the notion of non-inevitability on the part of many social constructionists and non-social constructionists alike is either vague or relies too heavily on intuition. I propose two readings, namely the Dependence and Alterability Readings, to provide a principled criterion for determining whether and to what extent something may be argued to be non-inevitable. By utilizing the examples of gender and human emotion as case studies, my ultimate goals herein are not to provide a wholly foolproof criterion to delimit the non-inevitable, but to proffer one attempt at fleshing out a structured analysis at what non-inevitability might amount to and, also, to highlight the importance of why the notion of non-inevitability must be précised in order for social constructionist or non-social constructionist programs to hold weight.
在本文中,我认为,许多社会建构主义者和非社会建构论者对非必然性概念的使用要么是模糊的,要么过于依赖直觉。我提出了两种解读,即依赖性解读和可改变性解读,以提供一个原则性标准来确定某件事是否以及在多大程度上可以被认为是非不可避免的。通过利用性别和人类情感的例子作为案例研究,我在这里的最终目标不是提供一个完全万无一失的标准来界定非必然性,而是尝试充实一个结构化的分析,以了解非必然性可能意味着什么,强调为什么必须宣传非必然性的概念,以使社会建构主义或非社会建构主义的计划发挥作用的重要性。
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引用次数: 0
Social Ontology and the Identification of Generic Performativity in Social Science: A Case of Performative Financialization 社会本体论与社会科学中一般表演性的识别:以表演性金融化为例
IF 1.2 1区 哲学 Q1 Arts and Humanities Pub Date : 2023-05-25 DOI: 10.1177/00483931231177478
Noriaki Okamoto
Although social ontology (SO) has attracted the attention of scholars in various disciplines, how it is applied to social scientific studies is still under-researched. To tackle this issue, this paper initially considers major streams of research on SO. It then argues that one of the aims of SO in the social sciences is to identify the rhetorical expression of social dynamism. To support this argument, the present study introduces a perspective of performativity and proposes that generic performativity should be identified by social scientists. Finally, such an attempt is demonstrated with reference to the global pursuit of financialization.
虽然社会本体论已经引起了各学科学者的关注,但如何将其应用到社会科学研究中还有待研究。为了解决这一问题,本文首先考虑了SO的主要研究方向。然后,它认为社会科学中SO的目标之一是识别社会活力的修辞表达。为了支持这一观点,本研究引入了表演性的观点,并提出一般表演性应该由社会科学家来识别。最后,结合全球对金融化的追求来论证这种尝试。
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引用次数: 0
Managing Performative Models 管理性能模型
IF 1.2 1区 哲学 Q1 Arts and Humanities Pub Date : 2023-05-25 DOI: 10.1177/00483931231172455
Donal Khosrowi
Scientific models can be performative: they can causally affect the phenomena they are intended to represent. The existing literature offers two responses. The appraisal view emphasizes that performativity can sometimes be a good-making model attribute, e.g., when predictions steer the public’s behavior in desirable ways. The mitigation view seeks to endogenize agents’ behavioral response to model-issued forecasts to get rid of performativity instead. This paper argues that neither approach is fully compelling: the appraisal view encounters severe concerns about moral values illegitimately encroaching on how modelers construct and use models, while the mitigation view fails to acknowledge that endogenization is itself a choice that involves substantive value-judgments relating to the desirability of certain social outcomes.
科学模型可以是表演性的:它们可以对它们想要表现的现象产生因果影响。现有文献提供了两种回应。评估观点强调,绩效有时可以是一个很好的模型属性,例如,当预测以理想的方式引导公众的行为时。缓解观点试图将主体对模型发布的预测的行为反应内生化,以摆脱绩效。本文认为,这两种方法都不完全令人信服:评估观点遇到了对道德价值的严重担忧,道德价值非法侵犯了建模者构建和使用模型的方式,而缓解观点没有承认内生本身就是一种选择,涉及与某些社会结果的可取性相关的实质性价值判断。
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引用次数: 1
Constructivist Set-Theoretic Analysis: An Alternative to Essentialist Social Science 建构主义集合论分析:本质主义社会科学的替代
IF 1.2 1区 哲学 Q1 Arts and Humanities Pub Date : 2023-05-24 DOI: 10.1177/00483931231178100
J. Mahoney
Psychological essentialism is a cognitive bias through which human beings conceive the entities around them as having inner essences and basic natures. Social scientists routinely generate flawed inferences because their methods require the truth of psychological essentialism. This article develops set-theoretic analysis as a scientific-constructivist approach that overcomes the bias of psychological essentialism. With this approach, the “sets” of set-theoretic analysis are mental phenomena that establish boundaries and identify similarities and differences among entities whose natural kind composition is not known. The approach is illustrated through a consideration of research on intelligence, race, and poverty in the United States.
心理本质主义是一种认知偏见,人类通过这种偏见将周围的实体视为具有内在本质和基本性质。社会科学家经常产生有缺陷的推论,因为他们的方法需要心理本质主义的真理。本文将集合论分析发展为一种克服心理本质主义偏见的科学建构主义方法。通过这种方法,集合论分析的“集合”是一种心理现象,它在自然种类组成未知的实体之间建立边界并识别相似性和差异性。通过对美国智力、种族和贫困问题的研究,说明了这种方法。
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引用次数: 3
Inseparable Bedfellows: Imagination and Mathematics in Economic Modeling 不可分割的同床共枕:经济建模中的想象与数学
IF 1.2 1区 哲学 Q1 Arts and Humanities Pub Date : 2023-05-11 DOI: 10.1177/00483931231169308
Fiora Salis, M. Leng
In this paper we explore the hypothesis that constrained uses of imagination are crucial to economic modeling. We propose a theoretical framework to develop this thesis through a number of specific hypotheses that we test and refine through six new, representative case studies. Our ultimate goal is to develop a philosophical account that is practice oriented and informed by empirical evidence. To do this, we deploy an abductive reasoning strategy. We start from a robust set of hypotheses and leave space for the generation of further hypotheses and theoretical claims based on the qualitative analysis of new empirical data.
在本文中,我们探讨了一个假设,即想象力的有限使用对经济建模至关重要。我们提出了一个理论框架,通过一些具体的假设来发展这篇论文,我们通过六个新的、有代表性的案例研究来检验和完善这些假设。我们的最终目标是发展一种以实践为导向、以实证为依据的哲学解释。为此,我们部署了一个溯因推理策略。我们从一组稳健的假设开始,并在对新的实证数据进行定性分析的基础上,为产生进一步的假设和理论主张留出空间。
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Philosophy of the Social Sciences
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