{"title":"Writing Quality Predictive Modeling: Integrating Register-Related Factors","authors":"Heqiao Wang, G. A. Troia","doi":"10.1177/07410883231185287","DOIUrl":"https://doi.org/10.1177/07410883231185287","url":null,"abstract":"The primary purpose of this study is to investigate the degree to which register knowledge, register-specific motivation, and diverse linguistic features are predictive of human judgment of writing quality in three registers—narrative, informative, and opinion. The secondary purpose is to compare the evaluation metrics of register-partitioned automated writing evaluation models in three conditions: (1) register-related factors alone, (2) linguistic features alone, and (3) the combination of these two. A total of 1006 essays (n = 327, 342, and 337 for informative, narrative, and opinion, respectively) written by 92 fourth- and fifth-graders were examined. A series of hierarchical linear regression analyses controlling for the effects of demographics were conducted to select the most useful features to capture text quality, scored by humans, in the three registers. These features were in turn entered into automated writing evaluation predictive models with tuning of the parameters in a tenfold cross-validation procedure. The average validity coefficients (i.e., quadratic-weighed kappa, Pearson correlation r, standardized mean score difference, score deviation analysis) were computed. The results demonstrate that (1) diverse feature sets are utilized to predict quality in the three registers, and (2) the combination of register-related factors and linguistic features increases the accuracy and validity of all human and automated scoring models, especially for the registers of informative and opinion writing. The findings from this study suggest that students’ register knowledge and register-specific motivation add additional predictive information when evaluating writing quality across registers beyond that afforded by linguistic features of the paper itself, whether using human scoring or automated evaluation. These findings have practical implications for educational practitioners and scholars in that they can help strengthen consideration of register-specific writing skills and cognitive and motivational forces that are essential components of effective writing instruction and assessment.","PeriodicalId":47351,"journal":{"name":"Written Communication","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48134868","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":"Charting RAD Research as an Orientation to Creativity in Writing Studies","authors":"Krista Speicher Sarraf","doi":"10.1177/07410883231184897","DOIUrl":"https://doi.org/10.1177/07410883231184897","url":null,"abstract":"Writing studies must conduct replicable, aggregable, and data-supported (RAD) research to understand the relationship between creativity and writing, including how writers use creative thinking to generate texts and how environmental factors mediate writers’ engagement with creative thinking. This article traces research on creativity from selected writing studies journals since the 2011 release of The Framework for Success in Postsecondary Writing. Through a systematic literature review, the findings show how RAD research supports domain-specific knowledge-building about writers’ creativity, which can help teachers, scholars, and practitioners to understand what counts as originality in writing, how writers produce creative texts, and how educational institutions can teach advanced writing skills that develop students’ creative thinking.","PeriodicalId":47351,"journal":{"name":"Written Communication","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46731870","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":"The Topoi of Small Business Entrepreneurship","authors":"E. DeJeu","doi":"10.1177/07410883231171866","DOIUrl":"https://doi.org/10.1177/07410883231171866","url":null,"abstract":"Despite students’ growing interest in entrepreneurship education (EE), the small body of research exploring rhetorical strategies for proposing new business ventures has focused only on the argument strategies that startup entrepreneurs use when delivering oral pitches to investors. This study, by contrast, explores the topoi, or lines of argument, that small business entrepreneurs use in written business plans created for bank lenders. Small business entrepreneurs use nine topoi in order to accomplish two rhetorical goals: justifying their ventures, via the creation of stability-focused value propositions, and establishing their entrepreneurial credibility. Ultimately, I argue that small business entrepreneurs use these topoi to frame their ventures as low-risk and stable, which contrasts with startup entrepreneurs’ arguments that their ventures are innovative and disruptive. In addition to learning strategies for highlighting innovation and disruption, EE students would likely benefit from learning rhetorical strategies for minimizing risk and emphasizing stability.","PeriodicalId":47351,"journal":{"name":"Written Communication","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47552030","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}
Written CommunicationPub Date : 2023-07-01Epub Date: 2023-06-08DOI: 10.1177/07410883231169622
Kari Campeau
{"title":"Who's a Vaccine Skeptic? Framing Vaccine Hesitancy in Post-Covid News Coverage.","authors":"Kari Campeau","doi":"10.1177/07410883231169622","DOIUrl":"10.1177/07410883231169622","url":null,"abstract":"<p><p>U.S. print news coverage of Covid vaccine hesitancy represents a departure from previous depictions of vaccine skepticism as a problem of wrong belief. This article reports on a mixed methods study of 334 <i>New York Times</i> texts about Covid nonvaccination and vaccine hesitancy published between December 2020-December 2021. Texts were analyzed for common themes and compared with prior media depictions of vaccine skepticism. Findings show that texts published during phased Covid vaccine distribution framed nonvaccination as a response to structural inequities, while later texts returned to blaming individuals for their hesitancy. These findings attest to the durability of individualistic framings of health while also illustrating possibilities of alternative frames.</p>","PeriodicalId":47351,"journal":{"name":"Written Communication","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10251182/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42806483","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Written Arguments About Vaccination: Experimental Studies in the United States and China","authors":"C. Wolfe, Hongli Gao, Junjie Wu, Yizhu Wang, Josselyn Marroquin, Wylie Brace","doi":"10.1177/07410883231179935","DOIUrl":"https://doi.org/10.1177/07410883231179935","url":null,"abstract":"Guided by argumentation schema theory, we conducted five psychological studies in the United States and China on arguments about vaccination. Study 1 replicated research about arguments on several topics, finding that agreement judgments are weighted toward claims, whereas quality judgments are weighted toward reasons. However, consistent with recent research, when this paradigm was extended to arguments about vaccination (Study 2), claims received more weight than reasons in judgments about agreement and quality. Studies 3 and 4 were conducted in the United States and China on how people process counterarguments against anti-vaccination assertions. Rebuttals did not influence agreement but played a role in argument quality judgments. Both political position (in the United States) and medical education (in China) predicted differences in argument evaluation. Bad reasons lowered agreement (Study 5), especially among participants studying health care. Political polarization apparently heightens the impact of claim side in the argumentation schema, likely to the detriment of public discourse.","PeriodicalId":47351,"journal":{"name":"Written Communication","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48490396","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":"The Teaching of Writing Across the Curriculum in School Years 4-6 in Sweden","authors":"Erika Sturk","doi":"10.1177/07410883231169505","DOIUrl":"https://doi.org/10.1177/07410883231169505","url":null,"abstract":"This study explored disciplinary writing in grades 4-6 and the potential of writing to learn and learning to write across the curriculum to prepare the pupils for their future writing. Using Ivanič’s discourses of writing as an analytical framework, observation protocols from 104 observers in 374 lessons in 76 Swedish schools were analyzed exploring school writing in the different curriculum subjects. Analysis of the data reveals that in most lessons the teachers required their pupils to write with a single focus on reinforcing learning, enacting three of Ivanič’s seven discourses of writing: thinking and learning discourse, skills discourse, and social practices discourse. Much less frequently overall but commonly in language lessons, teachers required their pupils to write with a dual focus, developing writing proficiency while reinforcing learning. In these cases, all of Ivanič’s discourses were enacted. The results suggest potential for a dual focus on writing to learn and learning to write to further develop the pupils’ writing across the curriculum.","PeriodicalId":47351,"journal":{"name":"Written Communication","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46177805","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":"Editors’ Note","authors":"Dylan B. Dryer, Mya Poe, Tieanna Graphenreed","doi":"10.1177/07410883231179517","DOIUrl":"https://doi.org/10.1177/07410883231179517","url":null,"abstract":"As readers may have noted, the apostrophe in “Editor’s Note” has again shifted rightward. Although it has been 20 years since the journal was officially coedited, a coeditorship was, of course, where it began when Stephen Witte and John Daly launched Written Communication: An International Quarterly of Research, Theory, and Application in 1984. Witte and Daly (1984) opened the first issue of Written Communication by describing their “lofty ambition” to create “a major and respected outlet for original scholarship on writing,” one that would address “substantive issues on writing from the perspectives of such fields as rhetoric, psychology, linguistics, English, journalism, reading, communication, document design, anthropology, semiotics, and education” (pp. 3-4). This ambition was lofty not because high-quality, interesting research on writing across these disciplines was in short supply, but because it was debatable whether one journal could really foster the “climate,” as they called it, where such perspectives could comfortably coexist. From the perspective of 2023, the debate about whether one journal can support a broad writing studies research community is firmly settled. Written Communication can unapologetically describe itself as the “essential journal for research on the study of writing in all its symbolic forms” (Sage, 2023, Written Communication Journal Description). Any given issue of Written Communication, after all, might feature six different inquiries into writing without a single shared citation. It took a lot of work to create a climate where that kind of methodological and theoretical diversity could flourish, and climates, as we know to our sorrow, cannot be taken for granted. Although Daly stepped down in 1989, Witte would continue editing for another 15 years, including some exceptionally productive coeditorships with Deborah Brandt, Marty Nystrand, Roger Cherry, and Keith Walters. Editors’ letters were infrequent during this period, so we do not have much explicit guidance on climate-building, apart from Witte’s insistence on the need to suspend prejudgment on what constitutes a “worthy topic” for research on writing. His letter for the 15th-anniversary issue is typical:","PeriodicalId":47351,"journal":{"name":"Written Communication","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44232697","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":"What Does Linguistic Distance Predict When It Comes to L2 Writing of Adult Immigrant Learners of Spanish?","authors":"I. Mavrou, Javier Chao","doi":"10.1177/07410883231169511","DOIUrl":"https://doi.org/10.1177/07410883231169511","url":null,"abstract":"This study examined whether the linguistic distance between the first (L1) and second (L2) language is a significant determinant of L2 writing skills of 292 adult immigrants from 39 different source countries, who were beginner learners of Spanish L2. Gender, age, length of residence in Spain, education level as a proxy for literacy skills in L1, enrolment in Spanish language courses, and overall communicative competence in Spanish were also considered. Using both standard procedures for assessing L2 writing and performance-based psycholinguistic measures of accuracy and text-production fluency, the findings highlight the important role of linguistic proximity in achieving greater accuracy, text-production fluency, and overall L2 writing scores. Other significant predictors were age, enrolment in Spanish courses, and education level for accuracy; and length of residence in Spain and education level for text-production fluency. Although length of residence in Spain was negatively associated with text-production fluency in L2 writing, mediation analyses revealed that the effect of age on text-production fluency was mediated by length of residence in Spain and that L2 proficiency level mediated the link between linguistic distance and text-production fluency. Furthermore, most of the errors that these immigrants made were morphosyntactic and spelling errors, while vocabulary errors were rare.","PeriodicalId":47351,"journal":{"name":"Written Communication","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42282408","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}
Naymé Salas, M. Pascual, Marilisa Birello, Anna Cross
{"title":"Embedding Explicit Linguistic Instruction in an SRSD Writing Intervention","authors":"Naymé Salas, M. Pascual, Marilisa Birello, Anna Cross","doi":"10.1177/07410883231169516","DOIUrl":"https://doi.org/10.1177/07410883231169516","url":null,"abstract":"Teaching linguistic aspects relevant to text construction is an essential component of any thorough writing instruction program, despite the conflicting evidence regarding its effectiveness. In this study, 889 second- and fourth-grade students were assigned to one of three conditions: Self-Regulated Development (SRSD), SRSD-connectors (SRSD-C), and business-as-usual (BAU). The experimental conditions addressed planning and self-regulation strategies to write opinion essays, but only the SRSD condition included explicit teaching of connectors (e.g., because) and discourse markers (e.g., In conclusion). Children in both experimental conditions outscored children in the BAU condition across grades and outcome variables. In addition, the SRSD condition showed larger effect sizes on Grade 2 children’s gains in text quality, number of genre-appropriate elements, and number of connectors than the SRSD-C condition. The study provides evidence of the effectiveness of explicitly teaching functionally motivated linguistic representations within a SRSD program. Theoretical and educational implications are discussed.","PeriodicalId":47351,"journal":{"name":"Written Communication","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44892286","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":"“Don’t Tell Them What You Told Me”: Negotiating Paperwork in Mexico City","authors":"J. Kalman, Patricia Valdivia, Marino Miranda","doi":"10.1177/07410883231169518","DOIUrl":"https://doi.org/10.1177/07410883231169518","url":null,"abstract":"This article examines how participants in literacy events mediate the validation and legitimacy of official documents. Through articulating the perspectives of literacy as a social practice, paperwork studies, and the analysis of administrative burdens, we argue that the value of official documents is unstable and can fluctuate between valid and invalid each time applicants and frontline workers redefine the context of use. Through ethnographic observation, we gathered data on the historical production of birth certificates and the social construction of their meaning. We documented a participant’s unsuccessful efforts to renew her voter’s ID card over several years and in different government offices. We show how government employees rejected or accepted the same official birth certificate she presented, depending on how she framed her paperwork. Its meaning relied on the articulation of the negotiated administrative purpose, the definition of the context of use, and the document’s materiality.","PeriodicalId":47351,"journal":{"name":"Written Communication","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49590434","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}