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A Dynamic Dyadic Systems Perspective on Interpersonal Conversation 人际对话的动态二元系统视角
IF 11.4 1区 文学 Q1 Social Sciences Pub Date : 2023-07-19 DOI: 10.1080/19312458.2023.2237404
D. Solomon, Miriam Brinberg, G. Bodie, Susanne M. Jones, Nilam Ram
ABSTRACT Conversations between people are where, among other things, stressors are amplified and attenuated, conflicts are entrenched and resolved, and goals are advanced and thwarted. What happens in dyads’ back-and-forth exchanges to produce such consequential and varied outcomes? Although numerous theories in communication and in social psychology address this question, empirical tests of these theories often operationalize conversational behavior using either discrete messages or overall features of the conversation. Dynamic systems theories and methods provide opportunities to examine the interdependency, self-stabilization, and self-organization processes that manifest in conversations over time. The dynamic dyadic systems perspective exemplified by the articles in this special issue (a) focuses inquiry on the turn-to-turn, asynchronous exchange of messages between two partners, (b) emphasizes behavioral patterns within and the structural and temporal organization of conversations, and (c) adapts techniques used in analysis of intensive longitudinal data to identify and operationalize those dynamic patterns. As an introduction to the special issue, this paper describes a dynamic dyadic systems perspective on conversation and discusses directions for future research, such as applications to human-computer interaction, family communication patterns, health care interventions, and group deliberation.
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引用次数: 1
Measures of Argument Strength: A Computational, Large-Scale Analysis of Effective Persuasion in Real-World Debates 论据强度的衡量标准:对现实世界辩论中有效说服力的大规模计算分析
IF 11.4 1区 文学 Q1 Social Sciences Pub Date : 2023-07-10 DOI: 10.1080/19312458.2023.2230866
Sungbin Youk, Musa Malik, Yibei Chen, F. R. Hopp, René Weber
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引用次数: 0
Training Versus Responsiveness in Supportive Interactions Employing Confederates: A Dynamic Dyadic Systems Approach 训练与反应:一个动态双元系统方法
IF 11.4 1区 文学 Q1 Social Sciences Pub Date : 2023-07-06 DOI: 10.1080/19312458.2023.2227087
Amanda J. Holmstrom, Samantha J. Shebib, Jong in Lim
ABSTRACT The cognitive-emotional theory of esteem support messages (CETESM) posits that esteem support can enhance recipients’ state self-esteem after an acute threat. To test the CETESM and other supportive communication theories, researchers have conducted experiments employing trained confederates who provide supportive messages of varying quality to naïve disclosers. Manipulation checks of confederate fidelity to conditions are typically conducted at the level of the entire conversation. However, conversation-level checks fail to provide critical information about what happens in interactants’ turns at talk. The present report reanalyzes data from a study framed by the CETESM in which confederates were trained to enact four esteem support message styles when interacting with a naïve discloser. Engaging in turn-based coding and employing analytical techniques such as configural frequency analysis (CFA), we test hypotheses and research questions regarding: (1) how confederate turns correspond to their assigned condition; (2) the nature of discloser turns in esteem support interactions with confederates; (3) the nature of discloser-to-confederate turn transitions; and (4) discloser-to-confederate turn transitions associated with key outcomes for disclosers. Results indicate that while many confederate turns were consistent with their assigned condition, interesting deviations occurred in response to discloser turns, some of which were linked to outcomes.
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引用次数: 1
Capturing a News Frame – Comparing Machine-Learning Approaches to Frame Analysis with Different Degrees of Supervision 捕捉新闻框架——比较机器学习方法与不同监督程度的框架分析
IF 11.4 1区 文学 Q1 Social Sciences Pub Date : 2023-07-03 DOI: 10.1080/19312458.2023.2230560
Olga Eisele, Tobias Heidenreich, Olga Litvyak, H. Boomgaarden
ABSTRACT The empirical identification of frames drawing on automated text analysis has been discussed intensely with regard to the validity of measurements. Adding to an evolving discussion on automated frame identification, we systematically contrast different machine-learning approaches with a manually coded gold standard to shed light on the implications of using one or the other: (1) topic modeling, (2) keyword-assisted topic modeling (keyATM), and (3) supervised machine learning as three popular and/or promising approaches. Manual coding is based on the Policy Frames codebook, providing an established base that allows future research to dovetail our contribution. Analysing a large dataset of 12 Austrian newspapers’ EU coverage over 11 years (2009–2019), we contribute to addressing the methodological challenges that have emerged for social scientists interested in employing automated tools for frame analysis. While results confirm the superiority of supervised machine-learning, the semi-supervised approach (keyATM) seems unfit for frame analysis, whereas the topic model covers the middle ground. Results are extensively discussed regarding their implications for the validity of approaches.
基于自动文本分析的框架图的经验识别已经就测量的有效性进行了深入的讨论。除了对自动帧识别的不断发展的讨论之外,我们还系统地将不同的机器学习方法与手动编码的黄金标准进行了比较,以阐明使用其中一种或另一种的含义:(1)主题建模,(2)关键词辅助主题建模(keyATM),以及(3)监督机器学习作为三种流行和/或有前途的方法。手动编码基于政策框架代码簿,提供了一个既定的基础,使未来的研究能够与我们的贡献相吻合。通过分析12家奥地利报纸在11年(2009-2019年)内对欧盟的报道的大型数据集,我们有助于解决对使用自动化工具进行框架分析感兴趣的社会科学家所面临的方法学挑战。虽然结果证实了监督机器学习的优越性,但半监督方法(keyATM)似乎不适合帧分析,而主题模型则涵盖了中间立场。关于结果对方法有效性的影响进行了广泛讨论。
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引用次数: 1
Building an ICCN Multimodal Classifier of Aggressive Political Debate Style: Towards a Computational Understanding of Candidate Performance Over Time 建立一个ICCN多模态攻击性政治辩论风格分类器:对候选人表现随时间的计算理解
IF 11.4 1区 文学 Q1 Social Sciences Pub Date : 2023-06-21 DOI: 10.1080/19312458.2023.2227093
Dhavan V. Shah, Zhongkai Sun, E. Bucy, Sang Jung Kim, Yibing Sun, Mengyu Li, W. Sethares
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引用次数: 1
An Analysis of Turn Transitions and Conversational Motifs in Parent-Adolescent Emotion-Focused Interactions 父母-青少年情感互动中的转折与会话动机分析
IF 11.4 1区 文学 Q1 Social Sciences Pub Date : 2023-06-07 DOI: 10.1080/19312458.2023.2219889
Jennifer A. Theiss, M. Haverfield, Hannah E. Jones, Jorlanditha T. Austin
ABSTRACT Informed by the dynamic dyadic systems perspective on analyzing conversational data, this study uses sequence analysis to illuminate turn patterns that characterize parents’ emotion coaching/dismissing communication and adolescents’ emotion regulation/dysregulation in conversations about an emotionally evocative event. This study analyzed two conversations from 60 parent-adolescent dyads, 30 with harmful parental alcohol use and 30 without, where the adolescent described recent events that elicited positive and negative feelings. Using configural frequency analysis, we identified turn sequences that were over- and under-represented in the data, and we compared the prevalence of different turn sequences between families with harmful and non-harmful alcohol use. Then, using sequence analysis, we identified conversational motifs that reflect different patterns of parental communication and adolescent emotion regulation in conversation. Three conversational motifs emerged in conversations about negative emotions: (a) information sharing, (b) emotion regulating, and (c) reactive. Conversations about positive emotions revealed two conversational motifs: (a) emotion regulating and (b) information sharing. In addition, the conversational motifs were examined as predictors of adolescents’ post- interaction appraisals of their own emotion regulation and their parent’s responsiveness and control during the conversation. Findings point to the utility of sequence analysis for documenting patterns of interaction in parent-adolescent emotion-focused conversations.
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引用次数: 1
Comparison Conditions in Research on Persuasive Message Effects: Aligning Evidence and Claims About Persuasiveness 说服信息效应研究的比较条件:关于说服力的证据与主张的比对
IF 11.4 1区 文学 Q1 Social Sciences Pub Date : 2023-05-21 DOI: 10.1080/19312458.2023.2214949
D. O’Keefe
ABSTRACT In persuasion message effects research, two kinds of research design are common. One compares the persuasiveness of two different advocacy messages on the same topic. The other compares the persuasiveness of an advocacy message against a no-advocacy-message control condition. Because these two designs contain different comparisons they underwrite different claims, but the designs – and their corresponding claims – are prone to misunderstanding and confusion. And when a study combines the two designs, especially complex issues can arise. This article aims to sort out the relevant issues in the service of better alignment between evidence and claims in persuasive message effects research.
在说服信息效应研究中,常见的研究设计有两种。其中一项是比较同一主题的两种不同倡导信息的说服力。另一个比较了倡导信息的说服力和没有倡导信息的控制条件。由于这两种外观设计包含不同的比较,它们承保不同的索赔要求,但这两种外观设计及其相应的索赔要求容易引起误解和混淆。当一项研究结合了这两种设计时,特别复杂的问题就会出现。本文旨在梳理相关问题,为说服信息效应研究中证据与主张的更好衔接服务。
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引用次数: 0
Uncovering Hidden Media Framings in Generic Communication Competence Assessments: Is the Face-To-Face Context the Default Framing? 揭示通用沟通能力评估中隐藏的媒体框架:面对面情境是默认框架吗?
IF 11.4 1区 文学 Q1 Social Sciences Pub Date : 2023-05-12 DOI: 10.1080/19312458.2023.2209833
Julian Schulze, Nomi Reznik, Stefan Krumm, Ana Akhrakhadze, S. West
Dispositional communication competencies can be assessed in (a) a generic form that does not include any reference to a particular medium of interaction or in (b) a communication medium-specific version. To date, little is known about the specific media that individuals use as a reference and the weights they assign to them when responding to generic communication items - an important research gap because the use of diverse communication media has risen considerably during the COVID-19 pandemic. Based on media theories, two hypotheses were derived: Generic ratings contain a "hidden" face-to-face (FtF) communication framing that is dominant in the cognitive processing (media naturalness perspective) versus media are equally weighted in the mental aggregate of respondents (adaptation perspective). According to a preregistered study plan, generic and medium-specific communication items were assessed to investigate these hypotheses (referencing FtF, videoconferencing, chat, and e-mail interaction contexts). Training (n = 200) and test (n = 389) datasets were analyzed using latent variable modeling. Results indicated that generic ratings have a strong hidden FtF framing. These hidden framings impact the predictive power of the competencies to explain communication criteria (i.e. communication satisfaction). Exploratory analyses indicated that individual differences in media experience may affect the framings.
性格沟通能力的评估可以采用(a)不包括任何特定互动媒介的通用形式,或(b)特定于沟通媒介的版本。迄今为止,人们对个人用作参考的具体媒体以及他们在回应通用传播项目时赋予这些媒体的权重知之甚少——这是一个重要的研究空白,因为在2019冠状病毒病大流行期间,多种传播媒体的使用大幅增加。基于媒体理论,我们得出了两个假设:一般评级包含在认知加工中占主导地位的“隐藏”面对面(FtF)沟通框架(媒体自然性视角),而媒体在受访者的心理总量中占同等权重(适应视角)。根据预先登记的研究计划,评估一般和特定媒介的交流项目以调查这些假设(参考FtF,视频会议,聊天和电子邮件交互环境)。训练(n = 200)和检验(n = 389)数据集采用潜在变量建模进行分析。结果表明,通用评级具有很强的隐藏FtF帧。这些隐藏的框架影响了解释沟通标准(即沟通满意度)的能力的预测能力。探索性分析表明,媒介体验的个体差异可能会影响框架。
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引用次数: 1
Is Older Indeed Wiser? Identifying Conflict Communication Patterns in Older and Younger Dating Couples 老年人真的更聪明吗?识别年长和年轻约会伴侣的冲突沟通模式
IF 11.4 1区 文学 Q1 Social Sciences Pub Date : 2023-05-11 DOI: 10.1080/19312458.2023.2207816
Rachel S. Blickman, Lisa A. Neff, Jennifer S. Beer
ABSTRACT More adults are dating in later life, yet little is known regarding how older adults navigate conflict in their newly formed relationships. Given theories suggesting that older adults are especially skilled in minimizing negativity within their relationships, the current study utilized data from 81 dating couples (age range 30–88) to examine potential age differences in couples’ behavioral patterns during observed conflict discussions. Using sequence analysis, we identified four distinct multi-turn communication patterns, known as conversational motifs, which characterized couples’ discussions: oppositional problem-solving, cooperative problem-solving, positive passivism, and avoidance. Further analyses revealed no significant age differences in the prevalence of these motifs within couples’ conversations. However, age moderated the effect of oppositional problem-solving motifs on post-conversation appraisals for men. If couples engaged in more oppositional problem-solving sequences, younger, but not older, men rated the conversation as less satisfying. The implications of these findings for understanding age differences in communication are discussed.
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引用次数: 1
The Implications of Communication Technologies for Supportive Conversations: A Dynamic Dyadic Systems Approach Examining Turn Transitions 通信技术对支持性会话的影响:一种检查转向转换的动态并进系统方法
IF 11.4 1区 文学 Q1 Social Sciences Pub Date : 2023-04-28 DOI: 10.1080/19312458.2023.2207005
Stephen A. Rains, Corey A. Pavlich, Eric Tsetsi, Anjali Ashtaputre, Bethany R. Lutovsky, Chelsie Akers, Katerina Nemcova
ABSTRACT Although turn-level dynamics involving the back-and-forth exchange of talk between support seekers and providers form the foundation for supportive conversations, they have largely been overlooked by researchers studying the implications of communication technologies for social support. To address this gap, we demonstrate the utility of examining turn transitions using configural frequency analysis to investigate patterns of talk that mark and distinguish supportive conversations conducted face-to-face and via instant messaging. Using secondary data from two experiments in which the medium for supportive conversations was manipulated among stranger dyads, we explore the nature and prevalence of seeker-to-provider and provider-to-seeker turn transitions. The results demonstrated interpersonal coordination in off-topic talk between seekers and providers that transcended the communication medium. Additionally, patterns were observed suggesting that high levels of provider person centeredness were more likely to be generated and influential in turn transitions appearing in instant messaging compared to face-to-face conversations.
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引用次数: 1
期刊
Communication Methods and Measures
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