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Writing Quality Predictive Modeling: Integrating Register-Related Factors 写作质量预测模型:整合寄存器相关因素
IF 1.9 1区 文学 Q1 Arts and Humanities Pub Date : 2023-08-12 DOI: 10.1177/07410883231185287
Heqiao Wang, G. A. Troia
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.
本研究的主要目的是调查语域知识、语域特定动机和不同的语言特征在多大程度上预测人类在叙事、信息和观点三个语域中对写作质量的判断。第二个目的是在三个条件下比较语域划分的自动写作评估模型的评估指标:(1)单独的语域相关因素,(2)单独的语言特征,以及(3)这两者的组合。共1006篇论文(n = 327、342和337分别为信息性、叙述性和观点性)。进行了一系列控制人口统计影响的分层线性回归分析,以选择最有用的特征来捕捉三个寄存器中由人类评分的文本质量。这些特征又被输入到自动写作评估预测模型中,并在十倍交叉验证程序中调整参数。计算平均有效性系数(即二次加权kappa、Pearson相关r、标准化平均分差、得分偏差分析)。结果表明:(1)不同的特征集被用来预测三个语域的质量,(2)语域相关因素和语言特征的结合提高了所有人类和自动评分模型的准确性和有效性,尤其是对于信息写作和观点写作的语域。这项研究的结果表明,无论是使用人工评分还是自动评估,在评估跨语域的写作质量时,学生的语域知识和语域特定动机都会增加额外的预测信息,而不是论文本身的语言特征。这些发现对教育从业者和学者具有实际意义,因为它们可以帮助加强对注册特定写作技能以及认知和动机的考虑,而这些是有效写作指导和评估的重要组成部分。
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引用次数: 0
Charting RAD Research as an Orientation to Creativity in Writing Studies 图表RAD研究作为写作研究创造力的方向
IF 1.9 1区 文学 Q1 Arts and Humanities Pub Date : 2023-07-28 DOI: 10.1177/07410883231184897
Krista Speicher Sarraf
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.
写作研究必须进行可复制、可聚集和数据支持的研究,以了解创造力和写作之间的关系,包括作家如何利用创造性思维生成文本,以及环境因素如何介导作家参与创造性思维。本文追溯了自2011年《中学后写作成功框架》发布以来,一些写作研究期刊对创造力的研究。通过系统的文献综述,研究结果表明RAD研究如何支持关于作家创造力的特定领域知识建设,这可以帮助教师、学者和从业者理解什么是写作中的独创性,作家如何产生创造性文本,以及教育机构如何教授培养学生创造性思维的高级写作技能。
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引用次数: 0
The Topoi of Small Business Entrepreneurship 小企业创业的主题
IF 1.9 1区 文学 Q1 Arts and Humanities Pub Date : 2023-07-04 DOI: 10.1177/07410883231171866
E. DeJeu
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.
尽管学生们对创业教育(EE)的兴趣日益浓厚,但一小部分探索提出新商业投资的修辞策略的研究只关注创业企业家在向投资者口头推销时使用的论证策略。相比之下,这项研究探讨了小企业主在为银行贷款人制定书面商业计划时使用的主题或论点。小企业企业家使用九个主题来实现两个修辞目标:通过创造以稳定为中心的价值主张来证明他们的企业的合理性,并建立他们的企业信誉。最后,我认为,小企业企业家利用这些拓扑结构将他们的企业塑造成低风险和稳定的,这与初创企业企业家认为他们的企业具有创新性和破坏性的观点形成对比。除了学习强调创新和破坏的策略外,EE学生还可能从学习最小化风险和强调稳定的修辞策略中受益。
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引用次数: 0
Who's a Vaccine Skeptic? Framing Vaccine Hesitancy in Post-Covid News Coverage. 谁是疫苗怀疑论者?covid后新闻报道中的疫苗犹豫
IF 1.9 1区 文学 Q1 Arts and Humanities Pub Date : 2023-07-01 Epub Date: 2023-06-08 DOI: 10.1177/07410883231169622
Kari Campeau

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 New York Times 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.

美国纸媒对Covid疫苗犹豫的报道与之前将疫苗怀疑主义描述为错误信念的问题有所不同。本文报告了对《纽约时报》在2020年12月至2021年12月期间发表的334篇关于Covid未接种疫苗和疫苗犹豫的文章的混合方法研究。分析了文本的共同主题,并与先前媒体对疫苗怀疑的描述进行了比较。研究结果表明,在分阶段分发Covid - 19疫苗期间发表的文本将不接种疫苗视为对结构性不平等的反应,而后来的文本则将其归咎于个人的犹豫。这些发现证明了个人主义健康框架的持久性,同时也说明了其他框架的可能性。
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引用次数: 0
Written Arguments About Vaccination: Experimental Studies in the United States and China 关于疫苗接种的书面争论:美国和中国的实验研究
IF 1.9 1区 文学 Q1 Arts and Humanities Pub Date : 2023-06-30 DOI: 10.1177/07410883231179935
C. Wolfe, Hongli Gao, Junjie Wu, Yizhu Wang, Josselyn Marroquin, Wylie Brace
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.
在论证图式理论的指导下,我们在美国和中国进行了五项关于疫苗接种争论的心理学研究。研究1重复了关于几个主题的争论的研究,发现一致性判断更倾向于主张,而质量判断更倾向于理由。然而,与最近的研究一致,当这种范式扩展到关于疫苗接种的争论时(研究2),在对一致性和质量的判断中,主张比理由更重要。研究3和4是在美国和中国进行的,关于人们如何处理反对反疫苗接种主张的反驳。反驳不影响一致性,但在论证质量判断中起作用。政治立场(在美国)和医学教育(在中国)都预测了论点评价的差异。糟糕的原因降低了一致性(研究5),尤其是在研究卫生保健的参与者中。政治两极分化明显加剧了主张方在论证图式中的影响,可能不利于公共话语。
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引用次数: 0
The Teaching of Writing Across the Curriculum in School Years 4-6 in Sweden 瑞典4-6学年跨课程写作教学
IF 1.9 1区 文学 Q1 Arts and Humanities Pub Date : 2023-06-10 DOI: 10.1177/07410883231169505
Erika Sturk
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.
本研究探讨了4-6年级的学科写作,以及在整个课程中学习写作和学习写作的潜力,为学生未来的写作做好准备。以Ivanič的写作话语为分析框架,对76所瑞典学校374节课的104名观察员的观察协议进行了分析,探讨了不同课程科目的学校写作。对数据的分析表明,在大多数课程中,教师要求学生写作时只注重加强学习,制定了伊万尼奇的七个写作话语中的三个:思考和学习话语、技能话语和社会实践话语。总体而言,教师要求学生在写作时要有双重关注,在加强学习的同时提高写作能力,这一频率要低得多,但在语言课上却很常见。在这些案例中,伊万尼奇的所有论述都得到了实施。研究结果表明,在整个课程中,有可能同时关注写作和学习写作,以进一步发展学生的写作能力。
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引用次数: 0
Editors’ Note 编者注
IF 1.9 1区 文学 Q1 Arts and Humanities Pub Date : 2023-06-08 DOI: 10.1177/07410883231179517
Dylan B. Dryer, Mya Poe, Tieanna Graphenreed
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:
正如读者可能已经注意到的那样,“编者按”中的撇号再次向右移动。尽管该杂志正式联合编辑已经20年了,但当斯蒂芬·维特和约翰·戴利于1984年推出《书面交流:国际研究、理论和应用季刊》时,联合编辑当然就开始了。Witte和Daly(1984)在《书面交流》第一期的开篇就描述了他们的“远大抱负”,即创造“一个主要的、受人尊敬的写作原创学术渠道”“从修辞学、心理学、语言学、英语、新闻学、阅读、传播、文献设计、人类学、符号学和教育等领域的角度对写作的实质性问题”(第3-4页)。这一雄心之所以崇高,并不是因为缺乏高质量、有趣的跨学科写作研究,而是因为一本杂志是否真的能培养出他们所说的“气候”,在这种气候下,这些观点可以舒适地共存,这是有争议的。从2023年的角度来看,关于一本期刊能否支持广泛的写作研究社区的争论已经尘埃落定。《书面交流》可以毫无歉意地将自己描述为“研究所有符号形式的写作的重要期刊”(Sage,2023,《书面交流期刊描述》)。毕竟,任何一期《书面交流》都可能有六个不同的写作问题,而没有一个共同的引文。创造一种方法论和理论多样性可以蓬勃发展的气候需要大量的工作,而气候,正如我们所知,不能被视为理所当然。尽管戴利于1989年卸任,但维特将继续编辑另外15年,包括与黛博拉·布兰特、马蒂·尼斯特兰德、罗杰·切里和基思·沃尔特斯共同担任一些非常富有成效的编辑。在此期间,编辑的信件很少,因此我们对气候建设没有太多明确的指导,除了维特坚持需要暂停对什么是写作研究的“有价值的主题”的预先判断。他为15周年纪念版写的信很典型:
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引用次数: 0
What Does Linguistic Distance Predict When It Comes to L2 Writing of Adult Immigrant Learners of Spanish? 语言距离对成年移民西班牙语学习者二语写作的影响?
IF 1.9 1区 文学 Q1 Arts and Humanities Pub Date : 2023-06-06 DOI: 10.1177/07410883231169511
I. Mavrou, Javier Chao
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.
本研究调查了来自39个不同来源国的292名西班牙语L2初学者成年移民的第一(L1)和第二(L2)语言之间的语言距离是否是L2写作技能的重要决定因素。性别、年龄、在西班牙居住的时间长短、作为第一语言读写能力代表的教育水平、西班牙语课程的注册情况以及西班牙语的整体交际能力也被考虑在内。使用评估第二语言写作的标准程序和基于表现的准确性和文本生成流畅性的心理语言学测量,研究结果强调了语言接近性在实现更高的准确性、文本生成流畅性和整体第二语言写作分数方面的重要作用。其他重要的预测因素是年龄、西班牙语课程的注册和教育水平;以及在西班牙居住的时间长短和教育程度,以确保文本制作的流畅性。虽然在西班牙居住的时间长短与第二语言写作的文本生成流畅性呈负相关,但中介分析显示,年龄对文本生成流畅性的影响是由在西班牙居住的时间长短介导的,而第二语言熟练程度在语言距离和文本生成流畅性之间起中介作用。此外,这些移民犯的大多数错误是形态语法和拼写错误,而词汇错误是罕见的。
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引用次数: 1
Embedding Explicit Linguistic Instruction in an SRSD Writing Intervention 外显语言教学在SRSD写作干预中的嵌入
IF 1.9 1区 文学 Q1 Arts and Humanities Pub Date : 2023-06-06 DOI: 10.1177/07410883231169516
Naymé Salas, M. Pascual, Marilisa Birello, Anna Cross
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.
尽管关于其有效性的证据相互矛盾,但与文本构建相关的语言学方面的教学是任何彻底的写作教学计划的重要组成部分。在这项研究中,889名二年级和四年级的学生被分配到三个条件中的一个:自我调节发展(SRSD), SRSD-连接器(SRSD- c)和一切照旧(BAU)。实验条件涉及撰写观点文章的计划和自我调节策略,但只有SRSD条件包括明确的连接词(例如,because)和话语标记(例如,In conclusion)的教学。两种实验条件下的儿童在年级和结果变量上的得分都高于BAU条件下的儿童。此外,与SRSD- c条件相比,SRSD条件对二年级儿童在文本质量、体裁适宜元素数量和连接数方面的提高显示出更大的效应量。本研究为在SRSD项目中明确教授功能动机语言表征的有效性提供了证据。讨论了理论和教育意义。
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引用次数: 0
“Don’t Tell Them What You Told Me”: Negotiating Paperwork in Mexico City “不要告诉他们你告诉我的”:在墨西哥城谈判文书工作
IF 1.9 1区 文学 Q1 Arts and Humanities Pub Date : 2023-06-06 DOI: 10.1177/07410883231169518
J. Kalman, Patricia Valdivia, Marino Miranda
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.
本文探讨了扫盲活动的参与者如何调解官方文件的有效性和合法性。通过阐明识字作为一种社会实践、文书研究和行政负担分析的观点,我们认为,官方文件的价值是不稳定的,每次申请人和一线工作人员重新定义使用背景时,其价值可能在有效和无效之间波动。通过人种学观察,我们收集了出生证明的历史产生及其意义的社会建构的数据。我们记录了一名参与者几年来在不同的政府办公室更新选民身份证的失败。我们展示了政府雇员是如何拒绝或接受她出示的同一份官方出生证明的,这取决于她如何制定文件。其含义取决于谈判达成的行政目的的表述、使用上下文的定义以及文件的实质性。
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引用次数: 0
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Written Communication
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