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A BERT's Eye View: A Big Data Framework for Assessing Language Convergence and Accommodation BERT的视角:评估语言融合和适应的大数据框架
IF 2.1 3区 文学 Q1 Arts and Humanities Pub Date : 2022-05-09 DOI: 10.1177/0261927X221095865
Zachary P. Rosen
The current paper details a novel quantitative framework leveraging recent advances in AI and Natural Language Processing to quantitatively assess language convergence and accommodation. This new framework is computationally cheap and straightforward to implement. The framework is then applied to a case study of immigration rhetoric in the lead up to the 2016 general election in the USA. Major results from the case study show that (1) Democrats and Republicans exhibited significant language convergence with members of their own parties, (2) President Barack Obama and Hillary Clinton converged with Senate Democrats’ immigration rhetoric, (3) Democrats accommodated the immigration rhetoric of both President Barack Obama and (candidate) Hillary Clinton, (4) contrary to initial hypotheses, Donald Trump's vitriolic immigration rhetoric did not show signs of language convergence with Republicans in the Senate, and (5) equally surprising, Senate Republicans showed significant non-accommodation to Donald Trump despite potential political costs for having done so.
本文详细介绍了一个新的定量框架,利用人工智能和自然语言处理的最新进展,定量评估语言收敛和适应。这个新框架在计算上很便宜,而且易于实现。然后将该框架应用于2016年美国大选前移民修辞的案例研究。案例研究的主要结果表明:(1)民主党人和共和党人与本党成员表现出显著的语言趋同;(2)巴拉克·奥巴马总统和希拉里·克林顿与参议院民主党人的移民言论趋同;(3)民主党人接受巴拉克·奥巴马总统和候选人希拉里·克林顿的移民言论;(4)与最初的假设相反。唐纳德·特朗普尖刻的移民言论并没有显示出与参议院共和党人在语言上趋同的迹象,同样令人惊讶的是,参议院共和党人对唐纳德·特朗普表现出明显的不迁就,尽管这样做可能会付出政治代价。
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引用次数: 1
Willingness to Communicate and its High-Evidence Factors: A Meta-Analytic Structural Equation Modeling Approach 沟通意愿及其高证据因素:一种元分析结构方程建模方法
IF 2.1 3区 文学 Q1 Arts and Humanities Pub Date : 2022-04-14 DOI: 10.1177/0261927X221092098
Seonghan Jin, Hansol Lee
This study aimed to synthesize the structural relationships among willingness to communicate (WTC) and its high-evidence factors in second language (L2) learning contexts by adopting meta-analytic structural equation modeling (MASEM). The MASEM approach is designed to construct a structural equation model (SEM) to explain correlations between variables by pooling correlation coefficients reported in previous literature. This study integrated 44 independent samples (N = 12,094) and built a MASEM model to investigate the structural relations of WTC, its three high-evidence factors (learners’ perceived L2 competence, L2 motivation, and L2 anxiety), and frequency of learners’ L2 use. The results of meta-analysis successfully supported our proposed model of L2 WTC. Furthermore, among the three high-evidence factors, it was found that learners’ perceived L2 competence influenced L2 WTC the most. In addition, the results of the moderator analyses indicated that learners’ L2 proficiency and WTC contexts (inside vs. outside classrooms) significantly influenced the relationships between L2 WTC and its high-evidence factors. The implications of these results are discussed in further depth and detail.
本研究旨在采用元分析结构方程模型(MASEM)综合第二语言(L2)学习环境中沟通意愿及其高证据因素之间的结构关系。MASEM方法旨在构建结构方程模型(SEM),通过汇集先前文献中报道的相关系数来解释变量之间的相关性。本研究整合了44个独立样本(N = 12094),并建立了一个MASEM模型来研究WTC的结构关系、其三个高证据因素(学习者感知的二语能力、二语动机和二语焦虑)和学习者二语使用频率。荟萃分析的结果成功地支持了我们提出的L2 WTC模型。此外,在三个高证据因素中,学习者的第二语言感知能力对第二语言WTC的影响最大。此外,调节因子分析结果表明,学习者的二语水平和WTC情境(课堂内外)显著影响二语WTC与其高证据因素之间的关系。对这些结果的含义进行了更深入和详细的讨论。
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引用次数: 8
How the Linguistic Styles of Donald Trump and Joe Biden Reflect Different Forms of Power 唐纳德·特朗普和乔·拜登的语言风格如何反映不同的权力形式
IF 2.1 3区 文学 Q1 Arts and Humanities Pub Date : 2022-04-12 DOI: 10.1177/0261927X221085309
R. Körner, Jennifer R. Overbeck, Erik Körner, A. Schütz
Can theories of power be used to explain differences in the linguistic styles of Donald Trump and Joe Biden? We argue that the two candidates possess and use different forms of power—and that this is associated with typical language patterns. Based on their personal history, news reports, and empirical studies, we expect that Trump’s approach to power is characterized by coercive power forms and Biden’s by collaborative power forms. Using several LIWC categories and the moral foundations dictionary, we analyzed over 500 speeches and 15,000 tweets made during the 2020 election battle. Biden’s speeches can be described as analytical and frequently relating to moral values, whereas Trump’s speeches were characterized by a positive emotional tone. In tweets, Biden used more social words and words related to virtue, honesty, and achievement than Trump did. Trump’s coercive power and Biden’s collaborative power were more observable in tweets than speeches, which may reflect the fact that tweets are more spontaneous than speeches.
权力理论可以用来解释唐纳德·特朗普和乔·拜登的语言风格差异吗?我们认为,这两个候选人拥有和使用不同形式的权力,这与典型的语言模式有关。根据他们的个人经历、新闻报道和实证研究,我们预计特朗普的权力方式以强制性权力形式为特征,而拜登的权力方式以合作性权力形式为特征。使用LIWC的几个类别和道德基础词典,我们分析了2020年大选期间的500多篇演讲和1.5万条推文。拜登的演讲可以被描述为分析性的,经常与道德价值观有关,而特朗普的演讲则以积极的情感基调为特征。在推特中,拜登使用了比特朗普更多的社交词汇,以及与美德、诚实、成就相关的词汇。特朗普的强制力和拜登的协作力在推特上比在演讲中更明显,这可能反映了推特比演讲更具自发性的事实。
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引用次数: 1
Shelving Issues: Patrolling the Boundaries of Democratic Discussion in Public Meetings 搁置问题:在公开会议上巡视民主讨论的边界
IF 2.1 3区 文学 Q1 Arts and Humanities Pub Date : 2022-04-05 DOI: 10.1177/0261927X221079615
Lotte van Burgsteden, H. te Molder
Democratic participation is widely viewed as a crucial underpinning of legitimate governance; however, little is known about how this participation is practically accomplished. This study contributes to a better understanding of what democratic citizenship encompasses in actual practices of public engagement. Using conversation analysis and discursive psychology, we analyze interactions between government officials and citizens in Dutch public meetings on the effects of livestock farming. We examine situations where citizens treat officials’ closing-implicative moves as “wanting to shelve” issues. We demonstrate how this uptake is preceded by officials treating citizens as not understanding what is within the scope of discussion, thereby challenging their democratic competence. Citizens subsequently turn the tables on the officials, treating them as not wanting to fulfill their democratic duties. We argue that these practices point to broader relational issues between government and citizens, transforming what seem mere agenda issues into negotiations about what constitutes good democracy.
民主参与被广泛视为合法治理的关键基础;然而,人们对这种参与实际上是如何完成的知之甚少。这项研究有助于更好地理解民主公民在公共参与的实际实践中所包含的内容。利用对话分析和话语心理学,我们分析了荷兰公共会议上政府官员和公民之间对畜牧业影响的互动。我们研究了公民将官员暗示的举动视为“想要搁置”问题的情况。我们证明,在这种理解之前,官员如何将公民视为不了解讨论范围内的内容,从而挑战他们的民主能力。公民随后将矛头指向官员,认为他们不愿履行民主职责。我们认为,这些做法指向政府与公民之间更广泛的关系问题,将看似纯粹的议程问题转化为关于什么构成良好民主的谈判。
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引用次数: 1
Gender Representations Elicited by the Gender Star Form 性别星形引发的性别表征
IF 2.1 3区 文学 Q1 Arts and Humanities Pub Date : 2022-02-28 DOI: 10.1177/0261927X221080181
Anita Körner, Bleen Abraham, R. Rummer, F. Strack
In many languages, masculine language forms are not only used to designate the male gender but also to operate in a generic fashion. This dual function has been found to lead to male biased representations when people encounter the generic masculine. In German, the now predominant substitute is the gender star form (e.g., Athlet*innen). In two experiments, we examined gender representations elicited when reading the gender star form (vs. generic masculine vs. pair forms). We found that, following the generic masculine, continuations about men (vs. women) were more frequently and more quickly judged to be compatible, replicating the male bias, even though participants were informed about the generic intention. Following the gender star form, a female bias in judgments (both Studies) and speed (only Study 2) occurred, which was somewhat smaller. Representations were most balanced when both male and female forms were mentioned.
在许多语言中,男性化的语言形式不仅用来表示男性,而且还具有一般性。研究发现,这种双重功能会导致人们在遇到一般的男性形象时产生男性偏见。在德语中,现在占主导地位的替代形式是性别星形(例如,Athlet*innen)。在两个实验中,我们研究了在阅读性别星形表格(与一般男性形式相比,与成对形式相比)时引发的性别表征。我们发现,在通用的男性化之后,关于男性(vs.女性)的继续被更频繁、更快地判断为兼容,复制了男性偏见,即使参与者被告知了通用的意图。在性别明星形式之后,女性在判断(两项研究)和速度(只有研究2)上的偏见有所减少。当提到男性和女性形态时,代表是最平衡的。
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引用次数: 5
The Expressive Balance Effect: Perception and Physiological Responses of Prosody and Gestures 表达平衡效应:韵律和手势的感知和生理反应
IF 2.1 3区 文学 Q1 Arts and Humanities Pub Date : 2022-02-25 DOI: 10.1177/0261927X221078317
E. Rodero, Olatz Larrea, Isabel Rodríguez-de-Dios, Ignacio Lucas
The ability to deliver a speech effectively and persuade the audience is fundamental in the professional landscape. Nonverbal features, such as voice and gestures, are crucial to improving listeners’ perception and information processing in a public presentation. In nonverbal communication research, most studies have mainly examined the individual effects of these features and not their combined influence. Therefore, this study analyzes the direct and interaction effects of intonation, speech rate, and hand gestures on the speakers’ credibility and effectiveness and the participants’ psychophysiological response (attention and arousal). Results showed that the best combination was a moderate intonation at a medium speech rate with a moderate number of hand gestures. These results supported the so-called Expressive Balance Effect. Speakers must maintain the expressive load of the different nonverbal cues in balance to be more effective and credible and enhance the listeners’ cognitive processing. These findings are helpful recommendations for public speakers.
有效地发表演讲并说服听众的能力是专业领域的基础。在公开演讲中,非语言特征,如声音和手势,对于提高听众的感知和信息处理至关重要。在非语言交际研究中,大多数研究主要是考察这些特征的个体效应,而不是它们的综合影响。因此,本研究分析了语调、语速和手势对说话者可信度和有效性以及被试心理生理反应(注意和唤醒)的直接和交互影响。结果表明,最佳组合是中等语速的中等语调和中等数量的手势。这些结果支持了所谓的表达平衡效应。说话者必须保持不同非语言线索的表达负荷平衡,才能更有效、更可信,并增强听者的认知加工。这些发现是对公众演讲者有益的建议。
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引用次数: 3
Processing Fluency and Inferred Motive: L1 English Users’ Evaluations of Non-Standard Accented Speech 加工流畅性与推断动机:母语英语使用者对非标准口音语音的评价
IF 2.1 3区 文学 Q1 Arts and Humanities Pub Date : 2022-02-21 DOI: 10.1177/0261927X221081010
G. Montgomery, Doris E. Acheme
Guided by communication accommodation theory and the fluency principle of language attitudes, this experimental study examined the serial mediation effects of processing fluency and inferred motives on language attitudes toward standard- and non-standard-accented speech. Using the matched guise technique, participants were randomly assigned to listen to an audio recording read in either a Standard American English (SAE) or Indian Tamil English (ITE) accent. Compared to the ITE accent, participants who listened to the SAE accent reported significantly higher processing fluency of the speaker's talk, more positive inferred cognitive motive from the speaker, and attributed higher solidarity to the speaker. However, the experimental conditions yielded no differences in inferred affective motive or status evaluations. Mediation analysis indicated significant indirect effects on status and solidarity through processing fluency and inferred cognitive motives as serial mediators. The indirect effects through inferred affective motive were not significant. Theoretical and practical implications are discussed.
本实验以交际调节理论和语言态度的流利性原则为指导,考察了加工流利性和推理动机对标准重音和非标准重音言语的语言态度的一系列中介作用。使用匹配伪装技术,参与者被随机分配听以标准美国英语(SAE)或印度泰米尔语英语(ITE)口音朗读的录音。与ITE口音相比,听SAE口音的参与者报告说,说话者的谈话处理流畅度显著更高,从说话者那里推断出更积极的认知动机,并将更高的团结归因于说话者。然而,实验条件在推断的情感动机或状态评估方面没有产生差异。中介分析表明,作为连续中介,通过处理流利性和推断的认知动机,对地位和团结产生了显著的间接影响。通过推断的情感动机产生的间接影响并不显著。讨论了理论和实践意义。
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引用次数: 1
How Fair is Gender-Fair Language? Insights from Gender Ratio Estimations in French 性别公平的语言有多公平?从法语中的性别比例估计看
IF 2.1 3区 文学 Q1 Arts and Humanities Pub Date : 2022-02-11 DOI: 10.1177/0261927X221084643
Hualin Xiao, Brent Strickland, S. Peperkamp
Heated societal debates in various countries concern the use of gender-fair language, meant to replace the generic use of grammatically masculine forms. Advocates and opponents of gender-fair language disagree on – among other things – the question of whether masculine forms leave women underrepresented in people's minds. We investigated the influence of linguistic form on the mental representations of gender in French. Participants read a short text about a professional gathering and estimated the percentages of men and women present at the gathering. Results showed higher estimates of the percentage of women in response to two gender-fair forms relative to the masculine form. Comparisons with normed data on people's perception of real-world gender ratios additionally showed that the gender-fair forms removed or reduced a male bias for neutral- and female-stereotyped professions, respectively, yet induced a female bias for male-stereotyped professions. Thus, gender-fair language increases the prominence of women in the mind, but has varying effects on consistency, i.e., the match with default perceptions of real-world gender ratios.
各国激烈的社会辩论关注性别公平语言的使用,旨在取代语法阳性形式的通用。性别公平语言的倡导者和反对者在男性形式是否会使女性在人们心目中的代表性不足等问题上存在分歧。我们研究了语言形式对法语性别心理表征的影响。参与者阅读了一篇关于专业聚会的短文,并估计了参加聚会的男性和女性的百分比。结果显示,与男性相比,对两种性别公平形式的女性比例的估计更高。与人们对现实世界性别比例认知的规范化数据的比较还表明,性别公平形式分别消除或减少了男性对中性和女性刻板职业的偏见,但却引发了女性对男性刻板职业的偏见。因此,性别公平的语言增加了女性在脑海中的重要性,但对一致性有不同的影响,即与现实世界性别比例的默认认知相匹配。
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引用次数: 3
Obituary: Donald M. Taylor (April 3, 1943 – October 24, 2021) 讣告:唐纳德·M·泰勒(1943年4月3日至2021年10月24日)
IF 2.1 3区 文学 Q1 Arts and Humanities Pub Date : 2022-02-03 DOI: 10.1177/0261927x221075685
Roxane de la Sablonnière
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引用次数: 0
Recent New Book Alerts, 2020-2022 最近的新书提醒,2020-2022
IF 2.1 3区 文学 Q1 Arts and Humanities Pub Date : 2022-02-03 DOI: 10.1177/0261927x221075681
H. Giles
As you know, we do not now have a Book Review Section or Editor but, rather, this new segment (1 published in the September 2021 Issue) is aimed at keeping social psychologists of language updated on recent volumes appearing of research or general interest across language-related disciplines. I have not categorized the books into topics as there are so many options; they are alphabetically listed. In the future, if you see a book (including your own) relevant to the readership, please drop me a line and let me know for inclusion in this Section: HowieGiles@cox.net
如你所知,我们现在没有书评部分或编辑,而是这个新的部分(1发表在2021年9月号上)旨在让语言社会心理学家了解最近出现的关于语言相关学科的研究或普遍感兴趣的书籍。我没有给这些书分类,因为有太多的选择;它们是按字母顺序排列的。在未来,如果你看到一本与读者相关的书(包括你自己的),请给我写信,让我知道是否包含在这个部分:HowieGiles@cox.net
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引用次数: 0
期刊
Journal of Language and Social Psychology
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