Yuvamathi Gandhi, A. Randall, Gabriel A. León, Hannah Martinson, L. Hocker, J. Bekki, B. Bernstein, Kerrie G. Wilkins-Yel
{"title":"A Dynamic Dyadic Systems Perspective on Communication of Real-Time Support Between Graduate Women in STEM and Their Mentor","authors":"Yuvamathi Gandhi, A. Randall, Gabriel A. León, Hannah Martinson, L. Hocker, J. Bekki, B. Bernstein, Kerrie G. Wilkins-Yel","doi":"10.1080/19312458.2023.2242774","DOIUrl":"https://doi.org/10.1080/19312458.2023.2242774","url":null,"abstract":"ABSTRACT Women of Color (WoC) in science, technology, engineering, and math (STEM) leave doctoral programs at disproportionately high rates. Supportive mentorship is key to increasing belonging and rates of retention, yet little is known about how conversations between mentees and their mentors on academic and personal stress topics unfold in real-time. Applying the lens of Social Cognitive Career Theory to communication dynamics between mentees and mentors, the present study utilized a dynamic dyadic systems (DDS) perspective to examine observationally coded data from six mentee-mentor dyads. First, hierarchical clustering analysis was applied to identify speaking turn types. Then, sequence analysis was used to identify common multi-turn patterns or conversation motifs (CM). Results showed five predominant CMs: (CM1) support provision through listening; (CM2) focus on mentor’s experience; (CM3) support provision through advice; (CM4) mentee’s making a bid for support; and (CM5) mentor dominated conversations. This study demonstrates methods for identifying potentially meaningful patterns of support in stress conversations between mentees and mentors. The application of such methods with larger samples may aid in understanding ways to increase retention among WoC in STEM through mentor support provision.","PeriodicalId":47552,"journal":{"name":"Communication Methods and Measures","volume":" ","pages":""},"PeriodicalIF":11.4,"publicationDate":"2023-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44331031","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
D. Solomon, Miriam Brinberg, G. Bodie, Susanne M. Jones, Nilam Ram
{"title":"A Dynamic Dyadic Systems Perspective on Interpersonal Conversation","authors":"D. Solomon, Miriam Brinberg, G. Bodie, Susanne M. Jones, Nilam Ram","doi":"10.1080/19312458.2023.2237404","DOIUrl":"https://doi.org/10.1080/19312458.2023.2237404","url":null,"abstract":"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.","PeriodicalId":47552,"journal":{"name":"Communication Methods and Measures","volume":" ","pages":""},"PeriodicalIF":11.4,"publicationDate":"2023-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44390405","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sungbin Youk, Musa Malik, Yibei Chen, F. R. Hopp, René Weber
{"title":"Measures of Argument Strength: A Computational, Large-Scale Analysis of Effective Persuasion in Real-World Debates","authors":"Sungbin Youk, Musa Malik, Yibei Chen, F. R. Hopp, René Weber","doi":"10.1080/19312458.2023.2230866","DOIUrl":"https://doi.org/10.1080/19312458.2023.2230866","url":null,"abstract":"","PeriodicalId":47552,"journal":{"name":"Communication Methods and Measures","volume":" ","pages":""},"PeriodicalIF":11.4,"publicationDate":"2023-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46340095","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Amanda J. Holmstrom, Samantha J. Shebib, Jong in Lim
{"title":"Training Versus Responsiveness in Supportive Interactions Employing Confederates: A Dynamic Dyadic Systems Approach","authors":"Amanda J. Holmstrom, Samantha J. Shebib, Jong in Lim","doi":"10.1080/19312458.2023.2227087","DOIUrl":"https://doi.org/10.1080/19312458.2023.2227087","url":null,"abstract":"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.","PeriodicalId":47552,"journal":{"name":"Communication Methods and Measures","volume":" ","pages":""},"PeriodicalIF":11.4,"publicationDate":"2023-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45764477","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Olga Eisele, Tobias Heidenreich, Olga Litvyak, H. Boomgaarden
{"title":"Capturing a News Frame – Comparing Machine-Learning Approaches to Frame Analysis with Different Degrees of Supervision","authors":"Olga Eisele, Tobias Heidenreich, Olga Litvyak, H. Boomgaarden","doi":"10.1080/19312458.2023.2230560","DOIUrl":"https://doi.org/10.1080/19312458.2023.2230560","url":null,"abstract":"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.","PeriodicalId":47552,"journal":{"name":"Communication Methods and Measures","volume":"17 1","pages":"205 - 226"},"PeriodicalIF":11.4,"publicationDate":"2023-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42066553","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Dhavan V. Shah, Zhongkai Sun, E. Bucy, Sang Jung Kim, Yibing Sun, Mengyu Li, W. Sethares
{"title":"Building an ICCN Multimodal Classifier of Aggressive Political Debate Style: Towards a Computational Understanding of Candidate Performance Over Time","authors":"Dhavan V. Shah, Zhongkai Sun, E. Bucy, Sang Jung Kim, Yibing Sun, Mengyu Li, W. Sethares","doi":"10.1080/19312458.2023.2227093","DOIUrl":"https://doi.org/10.1080/19312458.2023.2227093","url":null,"abstract":"","PeriodicalId":47552,"journal":{"name":"Communication Methods and Measures","volume":" ","pages":""},"PeriodicalIF":11.4,"publicationDate":"2023-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47265117","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jennifer A. Theiss, M. Haverfield, Hannah E. Jones, Jorlanditha T. Austin
{"title":"An Analysis of Turn Transitions and Conversational Motifs in Parent-Adolescent Emotion-Focused Interactions","authors":"Jennifer A. Theiss, M. Haverfield, Hannah E. Jones, Jorlanditha T. Austin","doi":"10.1080/19312458.2023.2219889","DOIUrl":"https://doi.org/10.1080/19312458.2023.2219889","url":null,"abstract":"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.","PeriodicalId":47552,"journal":{"name":"Communication Methods and Measures","volume":" ","pages":""},"PeriodicalIF":11.4,"publicationDate":"2023-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46086044","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Comparison Conditions in Research on Persuasive Message Effects: Aligning Evidence and Claims About Persuasiveness","authors":"D. O’Keefe","doi":"10.1080/19312458.2023.2214949","DOIUrl":"https://doi.org/10.1080/19312458.2023.2214949","url":null,"abstract":"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.","PeriodicalId":47552,"journal":{"name":"Communication Methods and Measures","volume":"17 1","pages":"187 - 204"},"PeriodicalIF":11.4,"publicationDate":"2023-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41658993","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Julian Schulze, Nomi Reznik, Stefan Krumm, Ana Akhrakhadze, S. West
{"title":"Uncovering Hidden Media Framings in Generic Communication Competence Assessments: Is the Face-To-Face Context the Default Framing?","authors":"Julian Schulze, Nomi Reznik, Stefan Krumm, Ana Akhrakhadze, S. West","doi":"10.1080/19312458.2023.2209833","DOIUrl":"https://doi.org/10.1080/19312458.2023.2209833","url":null,"abstract":"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.","PeriodicalId":47552,"journal":{"name":"Communication Methods and Measures","volume":" ","pages":""},"PeriodicalIF":11.4,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47088959","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Rachel S. Blickman, Lisa A. Neff, Jennifer S. Beer
{"title":"Is Older Indeed Wiser? Identifying Conflict Communication Patterns in Older and Younger Dating Couples","authors":"Rachel S. Blickman, Lisa A. Neff, Jennifer S. Beer","doi":"10.1080/19312458.2023.2207816","DOIUrl":"https://doi.org/10.1080/19312458.2023.2207816","url":null,"abstract":"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.","PeriodicalId":47552,"journal":{"name":"Communication Methods and Measures","volume":" ","pages":""},"PeriodicalIF":11.4,"publicationDate":"2023-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47743169","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}