Since the launch of ChatGPT, the use of and debate around generative AI has grown rapidly. Professionals whose work depends on writing have expressed concern about the potential impact of such tools on their roles. But are these concerns justified? Can ChatGPT truly take on the responsibilities of a professional writer? This study investigates that question by comparing the performance of ChatGPT with that of professional editors tasked with optimizing business communication. We conducted two studies, using both qualitative and quantitative methods. In the first, three experienced editors were asked to rewrite four business letters. Their editing processes were recorded using the Microsoft Snipping Tool, and immediately afterward, we conducted retrospective interviews using stimulated recall. These interviews were transcribed and analyzed. Insights from the observations and interviews informed the design of the prompt instructions used in the second study. In the second study, we asked ChatGPT to revise the same four letters using three different prompt types. The Simple prompt instructed the model to “make this text reader-focused.” The B1 prompt referred explicitly to the CEFR B1 language level, requiring ChatGPT to tailor the text for intermediate readers. Finally, the Process prompt simulated the editing steps observed in the professional editors’ workflows. To evaluate outcomes, we conducted both a qualitative comparison of the revised texts and a quantitative readability analysis using LiNT, a validated tool developed for Dutch texts. Our results show that the human editors substantially improved the readability of the original letters, reducing the use of unfamiliar words, shortening complex sentences, and increasing personal engagement through pronoun use. Among the AI outputs, ChatGPT B1 achieved results most comparable to the editors, both in readability and accuracy. In contrast, ChatGPT Simple fell short in terms of clarity and introduced errors through faulty inferences. Surprisingly, ChatGPT Process also underperformed compared to ChatGPT B1 and the human editors. Only the editors' and ChatGPT B1versions were free from errors. In the discussion, we reflect on how generative AI is reshaping the concept of writing within organizations, the skills required to produce effective written communication and the impact on writing pedagogy. Rather than replacing human editors, we argue that generative AI can play a valuable role as a collaborative tool in the organizational writing process.

Because evidence is still limited on writing motivation around the globe and the factors that could influence it, a survey-based quantitative study with 2,067 Costa Rican students from first to sixth grade (84 classrooms in 4 schools) was conducted to explore variations in two constructs of motivation for school writing across school grades and gender in Costa Rican students. Attitudes towards writing were investigated with students from first to sixth grade, while self-efficacy beliefs towards writing were investigated with students from third to sixth grade. Results show that students’ positive attitudes towards writing decreased with grade level, with the highest positive attitudes found in second grade and the lowest in sixth grade. Grade level only determined students’ perceived self-efficacy for generating ideas and concentrating during writing, but not for punctuation and spelling, which is interpreted in relation to the Costa Rican writing education curriculum. Girls from second to sixth grade reported more positive attitudes towards writing than boys; however, they only had higher self-efficacy beliefs for generating ideas and not for punctuation, spelling, or concentrating on a writing task.

This study examines metaphors in the hospitality discourse of Singapore (SG) and Hong Kong (HK) using conceptual metaphor theory, corpus linguistics, and discourse analysis. We identify the key source domains employed in luxury hotel websites across both regions and use quantitative methods to reveal metaphorical patterns in each corpus. The findings reveal that the SG corpus exhibits a greater inclination toward FORTUNE metaphors, whereas the HK corpus shows a prominence of MAGIC metaphors. Against this background, we argue the importance of a frequency-based collocational approach for analyzing conceptual metaphors, as it facilitates the exploration of the sociocultural dimensions embedded in hospitality discourse.

Social media, the pandemic, and environmental hazards have all played a role in shifting the landscape of risk communication. This paper takes a retroactive risk approach to study how COVID-19 messaging was shaped in the first 2 years of the pandemic. Using a corpus of 764 news releases from five health departments, I combine corpus analysis with coding based on government capacities to show that health departments highlighted public health data (surveillance) and risk guidance (governance), while downplaying enforcement (coercion). This process of revisiting communication from an acute risk phase can help us recalibrate how public health roles are constituted through language to prepare for future events.

Asking for money is one of the core communicative functions of a crowdfunding campaign. This article uses a novel corpus analysis scoring technique to investigate appeals language in a corpus of 312,529 Kickstarter campaigns. Our results show distinctive use patterns involving the verbs need , raise , please , make , and hope . Conceptual patterns, such as inviting the reader to participate in the creation of a product, underlie specific formulations of successful and unsuccessful word patterns and sentences. We conclude with theoretical and practical outcomes to aid technical communicators in more effectively writing crowdfunding campaigns on Kickstarter.

Background: Corporate social responsibility (CSR) reports are essential for companies to persuade stakeholders of their commitment to social, economic, and environmental responsibilities. This persuasion is to a large degree determined by how companies construct their stance in discourse. Literature review: Among efforts in academic discourse, stance analysis of shipping industry CSR reporting remains unexplored. Research questions: 1. How are stance resources distributed in COSCO Shipping and Maersk's CSR discourse? 2. How do similarities and differences between institutional speakers instantiate their stakeholder-oriented communication strategies? 3. Which stance markers show significant changes over time, and what factors drive these changes? Methodology: This study employed corpus linguistics and discourse analysis of CSR reports (2016-2022) of COSCO Shipping and of Maersk. Python and WordSmith 8.0 were used for stance feature retrieval and frequency analysis, and hierarchical clustering analysis was conducted on hedges and boosters. Chi-square tests evaluated differences in stance marker distribution, while diachronic analysis examined changes over time. Results and conclusion: Maersk employs more stance markers of hedges, attitude markers, and general self-mentions, reflecting a more personal communication style, while COSCO Shipping favors boosters and formal self-references, indicating an authoritative approach. We argue that these features are informed by the contrast between European rationalism and Eastern empiricism in corporate communication. Our novel four-category classification of self-mentions (general, specific reference, group, and affiliated) addresses the complexities of shipping corporate discourse. Diachronic analysis shows stance marker usage fluctuations, particularly during global events like the COVID-19 pandemic. These findings develop a stance framework, offering insights in terms of stance construction for effective cross-cultural CSR communication to foster global cooperation on shared social responsibilities.

Using a mixed methods approach that relies on conceptual metaphor theory, corpus linguistics, and discourse analysis, the study investigates the use and function of metaphor in a self-constructed corpus of U.K. bank chairman’s letters to shareholders during the study period, covering a state of relative stability (2002-2007), financial crisis and scandals (2008-2019), and the coronavirus pandemic (2020). We find evidence that bank chairmen use conventional metaphors to communicate with shareholders. Additionally, the choice of metaphors is conditional on the contextual environment in which banks operate. Further qualitative analysis of the metaphors supports a persuasive role that depends on the contextual environment.

The proliferation of materialist perspectives in rhetorical studies has generated feelings of disciplinary crisis and fragmentation. Early materialist formulations of rhetoric, such as those put forward by Michael Calvin McGee and Raymie McKerrow, conceptualized materiality discursively and, thus, maintained continuity with more traditional accounts of rhetoric as a practice of “symbolic action.” However, beginning with texts such as Ronald Walter Greene’s “Another Materialist Rhetoric” and Jack Selzer and Sharon Crowley’s edited collection Rhetorical Bodies, scholars began emphasizing the ontological and embodied rhetoricity of physical contexts and environments over discursive and ideological conceptions of materiality. This turn toward the ontological and embodied has rapidly expanded over the past twenty years, with numerous scholars now offering new materialist, postcritical, ecological, computational, and digital perspectives on rhetoric that privilege concepts such as affect, circulation, and assemblage over more traditional rhetorical terminology.It is in response to this tension between standard rhetorical perspectives and materialist rhetorical approaches that we can appreciate the interventions of S. Scott Graham’s recent book, Where’s the Rhetoric? Imagining a Unified Field. Rejecting the view that the materialist turns in rhetorical studies (particularly rhetorical new materialisms [hereafter referred to as RNM] and computational rhetoric) have left the discipline more fragmented and less capable of defending a unified perspective on rhetoric, Graham believes it is possible to generate a new unified theory that can affirm the lines of scholarly influence that have given rise to RNM (what Graham calls modern rhetoric’s “right branch”) as well as the more traditional lines of scholarly influence that have led to a formulation of rhetoric as “symbolic action” (what Graham calls modern rhetoric’s “left branch”). To accomplish this task, Graham argues that we should avoid the tendency to view RNM as “other” to traditional narratives about rhetoric and, instead, consider how these latter perspectives are compatible with the former. Much like unified field theories in physics that seek to bridge older perspectives on general relativity with newer perspectives on quantum mechanics (e.g., string theory and quantum loop gravity), Graham believes it is possible to achieve similar results in rhetorical studies by approaching standard rhetorical perspectives from the ontological viewpoints enabled by RNM.What makes Graham’s angle on this claim particularly unique is his premise that a proto-new materialist perspective has underpinned some of the most influential left branch approaches to rhetoric all along. While most rhetoricians start from the present when introducing concepts associated with RNM, Graham, following historically informed thinkers such as Scot Barnett, Debra Hawhee, and Thomas Rickert, demonstrates that there is a line of thinking about “symbolic action” as “situated action” that goes back to the relational approach to metaphysics put forward by philosopher Henri Bergson in the late nineteenth and early twentieth centuries. Thus, as Graham argues, if we begin with Bergson’s relational ontology, rather than the postmodernist and social constructivist philosophies that (explicitly and implicitly) shaped interpretations of rhetoric’s left branch during the second half of the twentieth century, we do not “need to re-engineer rhetoric” to fit the latest trends of RNM (41). From Graham’s perspective, many standard rhetorical perspectives have been hospitable toward new materialism from the outset. To appreciate this fact, we simply need to recuperate the Bergsonian legacy that informs this tradition.To make a case for this Bergsonian approach to rhetoric, the first main chapter of Graham’s book (chapter 2) engages in detail with the work of Kenneth Burke. As a crucial founder of the symbolic action paradigm, Graham believes that if he can show the influence of Bergson on Burke’s thought, he can, in turn, demonstrate how scholarship informed by Burke is also influenced by Bergson. To trace the influence of Bergson on Burke’s thinking, Graham focuses on Burke’s early work, especially Permanence and Change. In contrast to Burke’s later writings (e.g., A Grammar of Motives, A Rhetoric of Motives, and Language as Symbolic Action), which have been crucial to interpreting him as a theorist of symbolic action, Graham argues that Permanence and Change is directly indebted to a Bergsonian process philosophy that emphasizes the rhetoricity of situations. For the Burke of Permanence and Change (which Graham calls Original Bergsonian Burke [OBB]), there is no ontological or epistemological gap between symbolic action and material situations. Instead, symbolic practices and the situations that underpin such practices (e.g., environmental ecologies, social ecologies, digital ecologies, etc.) can all be conceived immanently, as nested complex dynamic systems that reveal motives toward reality. Hence, according to Graham, available in the writings of OBB is a Bergsonian ontology that emphasizes relational processes all the way down and rejects any Cartesian dualism (or Kantian correlationism) between nature and culture and things and words. For OBB, which is also the Burke Debra Hawhee focuses on most extensively in her book Moving Bodies, symbolic action is the effect rather than the cause of material processes of becoming, and rhetoric is the act of responding to these material processes in a satisfying way that is always itself creative and inventive.After offering a novel way to think about Burke and his materialist contributions to rhetoric, chapter 3 of Graham’s text turns to Carolyn Miller’s highly influential essay “Genre as Social Action” (originally published in the Quarterly Journal of Speech in 1984). As her piece is deeply influenced by Permanence and Change, as well as the writings of Austrian philosopher Alfred Schutz, Graham believes that rhetoricians can also read Miller’s formulation of genre as presupposing a Bergsonian ontology. While Miller does not mention Bergson in her essay, Graham argues that by appreciating the influence of Bergson on Burke and Schutz, it is possible to see that Bergson has indirectly influenced Miller’s account of genre. Graham argues that rhetoricians can also appreciate the link to Bergson in terms of how Miller’s project explicitly rejects “modernist materialism and the postmodern fetishization of discourse” (90). For Miller, the situations that produce genres—as repeated patterns of discourse—are not mechanistic and mechanical but active and dynamic processes that sediment through time (what Bergson calls duration). For Graham, then, the resources for interpreting Miller as “in some ways, the [discipline’s] original rhetorical new materialist” are already at play within her text (90). If we simply expand Miller’s understanding of situation so that, like OBB, it accounts for patterning and structuration not only at the social level but also at the flattened ontological level of movement and becoming, then Miller’s Genre as Social Action (GASA) framework can be reconceptualized in terms of a new materialist method that Graham calls Genre as Process (GAP). Whereas GASA conceives of genres as abstract nouns that emerge out of stable social patterns, GAP emphasizes genre-ing, “[t]he processes of structuring activity that occurs in situational hierarchies and guides situated action” (73). A GAP approach also helps realize Miller’s recent call for deeper engagement with new media technologies. As dynamic structures that are always entangled with their larger contexts and environments, new media technologies, such as Twitter, are best approached through a GAP framework that can appreciate the way these technologies repattern the norms of genre (e.g., letter to the editor genre on Twitter vs. traditional letter to the editor genre). Approaching GASA as GAP, then, allows rhetoricians to conceptualize genre in terms of dynamic patterns of circulation that are continually predisposed toward change and entropy. While effective genre deployment, like Burke’s rhetoric, requires kairotic responsiveness (or what Graham, borrowing from Whitehead, calls satisfaction), this situated responsiveness (especially in digital contexts) is itself inventive and, thus, continuous with the patterns of circulation that makes genre itself possible.Chapter 4 of Graham’s book concludes the conceptual portion of his project. In this chapter, Graham argues that a GAP framework can enrich not only traditional rhetorical (left branch) perspectives but also RNM. While Graham identifies as a new materialist rhetorician who favors the ontological turn in rhetorical studies, he believes that part of what makes the GAP framework valuable is its tendency to move RNM back toward a study of “the recurring experiences of practicing rhetors” (122). Too often, Graham argues, advocates of RNM adopt a “zoom-out” (distributed agency) perspective that makes it challenging to locate rhetorical agents’ strategic, situated practices. A GAP approach, by contrast, returns to the situated rhetor without rendering their agency discrete, atomistic, or self-contained. By conceptualizing rhetorical agency as the accomplishment of “structuring structures” that produce performatively enacted boundaries between the human and the nonhuman, GAP enables both a “zoom-out” and “zoom-in” approach that can account for the rhetorical strategies that satisfy particular human situations and exigencies. Graham’s framework, thus, not only improves traditional rhetorical perspectives by making them more process-oriented but also enriches RNM approaches by making them more suited to analyze rhetorical practices and discourses.The remainder of Graham’s book is a sampling of case studies that apply the GAP framework to cultural artifacts. In chapter 5, Graham discusses the qualitative research he produced studying the work of Brandon, a graphic designer who consults with various companies to create novel digital products. Graham argues that the novel digital products that Brandon produces for these companies can be understood through a GAP framework. Across his consulting work, Brandon must demonstrate an ongoing sensitivity to the genre constraints of various situations (that are ecological, social, and digital) to effectively satisfy his clients and consumers—a practice Graham calls “fit foraging.” Graham argues that a clear example of this approach to “fit foraging” is the holiday e-card video game that Brandon produced for the Ryzex Corporation (a UPC scanner manufacturer). After being asked by Ryzex to create a novel holiday e-card that could satisfy the company’s various clients, “Brandon designed a shooting-gallery Flash game that used Ryzex UPC scanners as ranged weapons and barcode-marked boxes as appropriate targets” (126). According to Graham, this shooting gallery game was an excellent example of fit foraging because it combined the genres of the holiday e-card, shooting gallery games, and Ryzex’s unique brand identity to produce a novel outcome.In chapter 6, Graham turns his attention to scholarship on computational rhetoric. Focusing largely on his own work deploying content-analytic methods, Graham argues that these approaches work through an ongoing dialectic between intuition, which he defines as “an experiential approach to metaphysical inquiry” (139), and abstraction. This Bergsonian framing is valuable, Graham argues, because it locates practices of quantification in a GAP framework that understands data as “aggregations of intuitions rendered symbolically so that the patterns, abstracted for the local sites of situated action, become more clearly visible” (149). Hence, for Graham, computational rhetoric should be approached not as “other” to more traditional rhetorical perspectives but as a distinct genre of rhetorical inquiry that is compatible with his larger GAP framework. Graham’s insights in this chapter also have important implications for scholarship centered on the rhetoric of science. Like content analytic methods, scientific inquiry can be understood generally as a process of abstracting the intuitive and forging a fit with material reality through embodied experimentation. Graham’s Bergsonian approach to the rhetoric of science is, thus, compatible with scholars, such as Bruno Latour and Andrew Pickering, without needing to draw extensively on their distinct science and technology studies vocabulary. If we simply start with a Bergsonian relational ontology, Graham argues, all rhetorical practices emerge out of the nexus between intuition, the patterns of stabilization (or duration) that result from intuition, and the processes of symbolic abstraction that attempt to provisionally capture intuition and duration in a satisfying way.In chapter 7, Graham returns to a more specific case study that deals with the rhetoric of Donald Trump. Arguing that the Trump moment poses a crisis to traditional studies of presidential genre, Graham claims that a GASA framework can help make sense of Trump’s success as a rhetor. Graham’s method for analyzing Trump’s rhetoric works at two registers. First, Graham shares the results of a quantitative study he conducted to test the widely held conviction that “the 2016 presidential primary [featuring Donald Trump was] . . . more negative . . . [than] prior campaign cycles” (165). Contrary to popular perception, Graham shows that his study reveals that a similar level of negativity characterized previous primary debates and that there is no stark difference. Graham then zooms in on the specific rhetorical strategies enacted by Trump during the primary debates, focusing in particular on his infamous exchange with Marco Rubio about hand (penis) size. Graham’s main argument here is that Trump’s communication during this exchange (and others) can be appreciated in terms of a Laconic rhetoric genre that “leverages the powerful organizing structures of reality TV and Twitter flame wars to supplant the traditional genre-ing processes of political oratory” (176). Graham argues, furthermore, that this same Laconic genre did not work when Rubio deployed it because his situated responsiveness did not align with “the media apparatuses that supported . . . [Trump’s] rhetoric” (176). Graham’s case study in this chapter, thus, shows how a GAP approach to presidential genre, especially when paired with computational rhetoric, can reveal illuminating insights about rhetors. While a historical perspective on negativity in presidential primary debates cannot capture, on its own, the qualities that made the Trump presidency unique, Graham’s GAP framework is able to locate the specific “structuring structures” that made Trump such a powerful contemporary rhetor.Chapter 8 concludes Graham’s text by recapping key theses and offering a glossary that defines key terms. My summary sense of the key takeaway is that Graham offers scholars a new materialist perspective on genre (GAP) that can account for the diverse material structures that pattern symbolic meaning in historically specific contexts. Effective responsiveness to this new materialist conception of genre works in terms of Whiteheadian satisfaction, or fit foraging, which I would describe as an ontologically situated enactment of kairos (similar to the account offered by Debra Hawhee in Bodily Arts). In addition to providing a recap of his project and clearly defining key terms in the book, the concluding chapter of Graham’s text notes some of the book’s limitations. Some of the critical limitations raised here include a need for more careful engagement with cultural rhetorics (i.e., rhetorics that study the performance of identity and embodied subjectivity), applying GAP to old media in addition to new media, and considering GAP more directly in relation to sound studies.While Graham does a good job acknowledging the limits of his project, I’d like to conclude this review by discussing what I perceive as a few more limitations. First, in addition to engaging more directly with cultural rhetorics, Graham’s text could benefit from a more robust theorization of power and its effect on the patterning of genre. For example, while I agree that new materialism should explore the processes that produce the situated boundary of the human, I believe, following the interventions of scholars such as Sylvia Wynter, Zakiyyah Iman Jackson, and Armond Towns, that what constitutes a “fitting” response within this domain is overdetermined by structures of racialization (as well as patriarchy, heteronormativity, ableism, etc.). Graham’s work does not discuss the boundary of the human in this way, and his case studies seem to overlook the problem of positionality in relation to genre. It would be interesting, as part of Graham’s ontological account of genre formation, if he considered how genres emerge out of historically specific patterns of exclusion and bordering.Second, while I find Graham’s advocacy of “zoom-in” approaches to RNM compelling, I feel that his book could engage more with the nonhuman. Most of Graham’s case studies foreground the materiality of new media, but they say little about concrete extrahuman processes of mattering. I’d like to hear more from Graham about the role of physical ecosystems and nonhuman entities (like plants, animals, and even inorganic matter) in the dynamic materialization of genres. It seems that from an RNM perspective, something as banal as the energy used to power new media technologies would play a constitutive role in genre formation.Finally, there is the question of whether turning to Bergson can resolve rhetoric’s crisis of disciplinary identity. Bergson, after all, is first and foremost a philosopher, and Graham’s project could have benefitted from more argumentative scaffolding to support the case that Bergson was doing philosophy from a rhetorical vantage. Perhaps if Graham returned to some of the earlier disciplinary debates over rhetoric and philosophy that occurred between the late 1960s and early 1980s, he could locate more commonplaces for exploring these tensions and justifying why Bergson’s relational metaphysics should be conceived as an ontological approach to rhetoric.Limitations notwithstanding, Graham should be praised for this important contribution to the discipline. Graham demonstrates a masterful understanding of RNM, computational rhetoric, and thinkers associated with the left branch of rhetoric. And his ability to synthesize all this work into a unified theory is very impressive.I look forward to reading new scholarship in genre studies that builds on this text, and I look forward to following the theoretical debates it prompts with respect to the compatibility between RNM and traditional rhetorical perspectives. I also look forward to future scholarship that situates Graham’s process-oriented account of rhetoric in relation to a larger historical context and disciplinary genealogy. As scholars such as Debra Hawhee, Thomas Rickert, Scot Barnet, and Mari Lee Mifsud have all shown (at least indirectly), perspectives that resonate with the process philosophy of Bergson can be found in Greek antiquity as well as the Homeric period that predates Greek antiquity. More work should be done to connect these historical threads so that rhetoric’s ontological relationship to process, change, movement, and indeterminacy can be fully appreciated.

Background: This article argues for the intersection of intercultural technical and professional communication (TPC), contrastive rhetoric, and corpus linguistics as a powerful alliance to perform application-oriented genre analysis. Literature review: Research into technical and professional communication has long been interested in genre analysis from an English for Specific Purposes (ESP) approach. Genres are a frequent form of professional communication; reports, in particular, have received great attention in the field of English for Business Purposes (EBP). Nevertheless, existing research has criticized that many ESP/EBP coursebooks are not really tailored to the trade, let alone contain the language used in real-life professional settings. Consequently, specialized corpora for genre description pertain. Aim: This study analyzes the audit report business genre to develop applications of language use for EBP learners. Research questions: 1. What characterizes the audit report (AuR) genre macrostructure in English (EN) and Spanish (ES)? 2. Are there noticeable differences between EN and ES in terms of genre realization? 3. How can the findings of descriptive research be applied in professional contexts? Method: An ad-hoc comparable corpus of authentic AuRs was compiled, tagged at the rhetorical level and browsed following a top-down procedure. First, the macrostructure of the AuR was pinned down and then compared cross-linguistically in search of similarities and differences. Then auditors’ self-mention markers and verbs referring to their tasks were examined. Results: Minor differences were observed at the rhetorical level, as opposed to the findings at the level of grammatical realization. A two-fold proposal is made to transfer descriptive knowledge to an ESP educational setting and to the workplace.

This article explores the adaptation of Gérard Genette's concept of narrative prolepsis in the realm of social media as the proleptic technique, demonstrating its effectiveness as a tool for anticipatory rhetoric in digital communication. By analysing selected instances from Twitter and Facebook, the study illustrates how digital utterances employ proleptic cues to capture audience attention and potentially engage audiences. The concept of prolepsis, traditionally associated with narrative foresight in literature, is shown to be effectively transposed into the digital context, where it functions as a mechanism to attract user attention. This adaptation highlights the dynamism of rhetorical strategies in the evolving landscape of digital communication, underscoring the continuity of classical rhetorical principles in new media environments. Future research should incorporate a corpus study, which would allow for an in-depth examination of the diverse array of proleptic cues employed by social media influencers. Furthermore, an exploration into the persuasive efficacy of prolepsis, along with its potential links to reasoning fallacies, could provide intriguing insights. Additionally, an analysis of audience reactions to these cues could contribute to a more holistic understanding of their impact.

Studies of the grant proposal tend to conflate academic research grant proposals with other kinds of nonprofit grant proposal genres, even though research and nonprofit grant proposals have different audiences and goals. To address this gap, this study draws on the Aristotelian concept of topoi (or typical arguments) and uses corpus analysis, interview, and coding methods to answer the question, what topoi distinguish the academic research and nonprofit grant proposal genres? Findings suggest key differences in the topoi that research and nonprofit proposals use to advocate for problems and outcomes, set goals, and establish credibility.

Scholars have long argued that technical editing should be viewed as a rhetorical practice in which copy editors take “a situational approach to each individual task” (Buehler, 1980/2003, p. 458). Yet many editing pedagogies still treat some language-level editing tasks, like those that involve prescriptive usage rules, as mechanical rather than rhetorical. This article discusses how empirical data from corpora can help copy editors adopt a more rhetorical view of prescriptive usage rules and introduces corpus linguistics as a methodology that can contribute to technical editing pedagogy.

We report on a college-level study of student reflection and instructor prompts using scoring and corpus analysis methods. We collected 340 student reflections and 24 faculty prompts. Reflections were scored using trait and holistic scoring and then reflections and faculty prompts were analyzed using Natural Language Processing to identify linguistic features of high, middle, and low scoring reflections. The data sets were then connected to determine if there was a relationship between faculty prompts and scores. Additional analysis was completed to determine if there was a relationship between scores and students’ GPAs. The corpus linguistics analysis showed that higher-scoring reflections used words that referred to the self, the writing process, and specific rhetorical terms. Additional analysis showed student GPAs did not correlate with holistic scores but that higher scoring reflections were from faculty who included learning goals on reflective writing prompts. Results suggest that teachers can de-mystify reflective writing by linking learning outcomes to textual tasks and that corpus linguistics methods can provide an understanding of how local learning goals are transmitted to students.

Students with disabilities (SWD) in general education science classes are expected to engage in the scientific practices and potentially in the writing of arguments drawn from evidence. Currently, however, there are few research-based instructional approaches for teaching argument writing for these students. The present article responds to this need through the application of an instructional model that promises to improve the ability of SWDs to write scientific arguments. We approach this work in multiple ways. First, we clarify our target group, students with high incidence disabilities (learning disability, ADHD, and students with speech and language impairments), and discuss common cognitive challenges they experience. We then explore the role of argumentation in science, review research on both experts’ (scientists’) and novices’ (students’) argument writing and highlight successful cognitive strategies for teaching argument writing with neurotypical learners. We further discuss SWDs’ general writing challenges and how researchers have improved their abilities to comprehend and evaluate scientific information and improve their domain-general writing. Cognitive apprenticeships appear advantageous for teaching SWDs science content and how to write scientific arguments, as this form of instruction begins with problem solving tasks that connect literacy (e.g., reading, writing, argumentation discourse) with epistemic reasoning in a given domain. We illustrate the potential of such apprenticeships by analyzing the conceptual quality of arguments written by three SWDs who participated in a larger quantitative study in which they and others showed improvement in the structure of their arguments. We end with suggestions for further research to expand the use of cognitive apprenticeships.

This study reviews the current underlying theories relevant to writing centers as well as the research methods being used in the early 21st century. The first section covers the theories used in writing center scholarship from the 1980s onward based on influential articles and texts. The second section covers published research both in the Writing Center Journal (WCJ) and other publications from 2010 onward and discusses the current state of research methods. Readers may not be aware of some of the fine divisions of theory; for example, the distinction between collaborative learning and social constructivism. Researchers may benefit from the overview of methods, which covers the most popular and current methods (survey and textual analysis) and promising but little-published research methods, such as ethnography. Keywords : collaborative learning, social constructivism, writing as a social process, Zone of Proximal Development, scaffolding, cognitivism, feminism, transfer of learning, threshold concepts, tutoring encounter, social and environmental justice, survey, mixed methods, textual analysis, descriptive studies, theoretical research, archival research, quasi-experiment, quantitative methods, narrative inquiry, grounded theory, case study, usability, ethnography

<bold xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Problem:</b> This tutorial aims to guide readers through key concepts, basic processes, and common decision points that inform computer-assisted corpus-based research in technical, professional, and scientific communication (TPSC). <bold xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Key concepts:</b> Based on our collaborative experiences and an example developed for this tutorial, key concepts of corpus analysis useful to TPSC researchers and practitioners include the following: corpus location, text preparation, and programming language and software selection. <bold xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Key lessons:</b> These key concepts can be used to establish basic processes and decision points that, in turn, yield lessons related to the usefulness of lexicogrammatical language models and the significance of multidisciplinarity. <bold xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Implications:</b> Although corpus research is a growing and important part of the field of TPSC, challenges remain in terms of language model variety and ethical considerations. At least in part, these challenges can be met, respectively, by alignment between corpus and analytic tools and reference to the Common Rule and related international standards.

<bold xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Background:</b> News media play a critical role in communicating risks and shaping public perceptions of social issues. Covering a multilayered disaster that grew from a local story to a national one, the ways that news media at different levels construct the Flint water crisis have not been previously explored. <bold xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Literature review:</b> Despite the well-established role of journalism as a government watchdog, news media do not neutrally mirror every social event. Instead, news reporting, highly mediated by language, is filled with political interests, values, and attitudes. <bold xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Research questions:</b> 1. How did local/regional and national newspapers construct the Flint water crisis? 2. Are there any similarities and/or differences in local/regional and national news construction of the Flint water crisis? 3. What are the practical implications for media coverage of risks, emergencies, or crises? 4. What are the methodological implications of this study for professional communication research? <bold xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Methodology:</b> This study integrates corpus linguistics and critical discourse analysis to analyze 1858 news reports about the Flint water crisis published between 2014 and 2018. I use keywords as a core analytical technique to compare the local/regional and national news coverage. <bold xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Results:</b> The results show that both local and national news reports overemphasized government activities while downplaying the unofficial voices of Flint residents and community activists. In addition, national newspapers were more likely than local newspapers to use racial cues in describing the Flint community and to associate the crisis with other social problems. <bold xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Conclusions:</b> This study suggests that news media should provide wide coverage of the affected community's efforts in risk/crisis communication rather than reproducing official messages. News representations should be cautious of strengthening stereotypes or forming negative conceptual associations of traditionally disenfranchised communities.

AbstractIn their bookCommitment in Dialogue, Walton and Krabbe claim that formal dialogue systems for conversational argumentation are “not very realistic and not easy to apply”. This difficulty may make argumentation theory less well adapted to be employed to describe or analyse actual argumentation practice. On the other hand, the empirical study of real-life arguments may miss or ignore insights of more than the two millennia of the development of philosophy of language, rhetoric, and argumentation theory. In this paper, we propose a novel methodology for adapting such theories to serve as applicable tools in the study of argumentation phenomena. Our approach is boththeoretically-informedandempirically-groundedin large-scale corpus analysis. The area of interest are appeals to ethos, the character of the speaker, building upon Aristotle’s rhetoric. Ethotic techniques are used to influence the hearers through the communication, where speakers might establish, but also emphasise, weaken or undermine their own or others’ credibility and trustworthiness. Specifically, we apply our method to Aristotelian theory of ethos elements which identifiespractical wisdom,moral virtueandgoodwillas components of speakers’ character, which can be supported or attacked. The challenges we identified in this case and the solutions we proposed allow us to formulate general guidelines of how to exploit rich theoretical frameworks to the analysis of the practice of language use.

Social justice is a framework that has been at the forefront of technical communication in recent years. While social justice is often applied in participatory studies, it can also feature in studies using quantitative methods. In this study, I use corpus-based critical discourse analysis to investigate the portrayal of migrants in the World Migration Reports, the flagship publication of the International Organization for Migration. I emphasize context to bring in the social justice framework in this analysis. This study finds that the World Migration Reports represent migrants within various topoi, with a particular focus on the topos of advantage and that of danger/threat.

<bold xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Background:</b> Resume preparation is a common activity within technical writing classes, but the advent and increased use of resume profile and job-hunting sites, such as Indeed.com, require instructors and researchers to re-think common practices in the teaching of resume writing, particularly for writing instructors with limited disciplinary experience. Prior research for conventional resumes has quantified the disciplinarity of resumes as a function of resume quality using metrics of disciplinary discourse density, which may be useful in analyzing online resumes profiles. <bold xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Research questions:</b> 1. How do online engineering resume profiles demonstrate disciplinarity? 2. What formatting and stylistic conventions are observed within engineering resume profiles? 3. How do rhetorical disciplinarity and conventions vary with resume profile quality? <bold xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Literature review:</b> Although past efforts have examined the resume as a critical genre for entering a professional setting, few researchers have sought to interpret the relationships between discursive and stylistic expectations and quality in online resume profiles, while also accounting for aspects of disciplinarity. <bold xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Methodology:</b> This study compares engineering (all disciplines) resume profiles from Indeed.com with a corpus of conventional engineering resumes through qualitative genre analysis and quantitative methods for calculating disciplinary discourse density. We also characterize stylistic and rhetorical conventions for resume profiles, and statistically compare these facets as a function of resume quality. <bold xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Results and conclusion:</b> Results determined that discursive strategies were significantly different between strong, moderate, and weak engineering resume profiles. Qualitative analysis captured differences in style and form that were also statistically linked with quality. Based on our results, we call for further investigation into resume profiles and reconsideration of current pedagogical approaches.

AbstractWhile the role of discourse connectives has long been acknowledged in argumentative frameworks, these approaches often take a coarse-grained approach to connectives, treating them as a unified group having similar effects on argumentation. Based on an empirical study of the straw man fallacy, we argue that a more fine-grained approach is needed to explain the role of each connective and illustrate their specificities. We first present an original corpus study detailing the main features of four causal connectives in French that speakers routinely use to attribute meaning to another speaker (puisque, étant donné que, vu que and comme), which is a key element of straw man fallacies. We then assess the influence of each of these connectives in a series of controlled experiments. Our results indicate each connective has different effects for the persuasiveness of straw man fallacies, and that these effects can be explained by differences in their semantic profile, as evidenced in our corpus study. Taken together, our results demonstrate that connectives are important for argumentation but should be analyzed individually, and that the study of fallacies should include a fine-grained analysis of the linguistic elements typically used in their formulation.

AbstractAs more and more sophisticated software is created to allow the mining of arguments from natural language texts, this paper sets out to examine the suitability of the well-established and readily available methods of corpus linguistics to the study of argumentation. After brief introductions to corpus linguistics and the concept of meta-argument, I describe three pilot-studies into the use of the terms Straw man, Ad hominem, and Slippery slope, made using the open access News on the Web corpus. The presence of each of these phrases on internet news sites was investigated and assessed for correspondence to the norms of use by argumentation theorists. All three pilot-studies revealed interesting facts about the usage of the terms by non-specialists, and led to numerous examples of the types of arguments mentioned. This suggests such corpora may be of use in two different ways: firstly, the wider project of improving public debate and educating the populace in the skills of critical thinking can only be helped by a better understanding of the current state of knowledge of the technical terms and concepts of argumentation. Secondly, theorists could obtain a more accurate picture of how arguments are used, by whom, and to what reception, allowing claims on such matters to be evidence, rather than intuition, based.

This study uses both qualitative and quantitative research methods in a mixed-methods approach to investigate whether the principled use of author-devised cover letters (CLs) within doctorate writing groups can result in more useful reviewer feedback comments than would be attained through the use of instructor-devised writing assessment rubrics. In this context, CLs are self-devised written documents that help the reviewers give the author useful and critical written feedback comments. Twenty participants in different discipline-specific writing groups were given explicit instruction about the importance and content of CLs during the peer feedback process. Their perceptions of a useful CL were obtained from post-course questionnaires and analysed qualitatively. In addition, their CLs at various stages of the feedback process were analysed quantitatively for genre, social presence, and evidence of teaching instruction, and compared to the CLs produced by 20 PhD students in similar writing groups who received minimal CL instruction. The study found that author-devised CLs, as opposed to instructor-devised rubrics, can allow the authors the flexibility of providing text-specific background details, requesting reviewer help on specific textual aspects, using social presence to develop a sense of writing community, and provide reflection upon their own writing.

Scholars in discourse studies have defined legitimation as the justification (and critique) of powerful institutions and their practices. In moments of crisis, legitimation tactics often shift. This article considers how such shifts are incited by unauthorized information leaks. Leaks, I argue, constitute freshly available texts that reveal privileged institutional information presented in a specialized rhetorical style. To explore how leaks are harnessed by institutional critics, I examine the 2013 Snowden/National Security Agency (NSA) crisis. Combining corpus analysis with discourse analysis, I explore how Snowden’s NSA leaks affected the online writing of the American Civil Liberties Union (ACLU). I also consider overlaps between the rhetorical patterns in the leaked NSA documents and those in the ACLU’s post-leaks writing. Findings from my analysis of legitimation and style categories suggest that, prior to the leaks, ACLU writers primarily used a character- and narrative-based style to delegitimize the NSA’s policies as illegal and secretive, and to push for their reform. After the leaks, though, the ACLU mainly used an informationally dense style rife with academic terms and vocabularies of strategic action, portraying NSA surveillance as massive and complex. As the documents moved from the NSA’s secret, technical discourses to public, critical discourses, the latter came to resemble the former rhetorically. These findings raise crucial questions about how critics can make use of leaks without necessarily relegitimizing institutional power.

Scholars in the field of writing and rhetorical studies have long been interested in professional writing and the ways in which experts frame their research for disciplinary audiences. Three decades ago, rhetoricians incorporated stasis theory into their work as a way to explore the nature of argument and persuasion in scientific discourse. However, what is missing in these general arguments based on stasis are the particular arguments in science texts aimed at persuasion. Specifically, this article analyzes arguments from the stasis of value in introductions of science research articles. This work is grounded in the Classical topoi, or topics, cataloging types of arguments and identifying seven topoi. I analyzed 60 introductions from articles in three different science journals, totaling the number of value arguments and arguments comprising the topoi. Findings yielded different proportions in types of arguments, sharp disparities among the journals, and widespread use of value arguments. The broader issue at work in this article is how scientists make a case for the importance of their research and how these findings might inform writing and argumentation in the sciences.

As the field of technical and professional communication (TPC) has moved toward more inclusive perspectives, the use of decolonial frameworks has increased rapidly. However, TPC scholarship designed using decolonial frameworks lacks a clear, centralized definition and may overgeneralize and/or marginalize Indigenous concerns. Using a corpus analysis of TPC texts, we assess the ways that the field uses "decolonial" and propose a centralized definition of "decolonial" that focuses on rematriation of Indigenous land and knowledges. Further, we offer a heuristic that aids scholars in communication design appropriate for decolonial research and teaching strategies.

Evaluating Academic Literacies Course Types This poster represents a mixed methods study conducted at the University of the West Indies (UWI), which seeks to determine the merits of two types of Academic Literacies (AL) courses in promoting successful academic outcomes. Its focus is the first quantitative research phase in which the grade point averages after the first year of study of Social Sciences students successful either in the general purposes Foun1019 ‘Critical Reading and Writing in the Disciplines’ course or in the faculty-specific purposes Foun1013 ‘Critical Reading and Writing in the Social Sciences’ course are compared. The second, qualitative phase will be presented in future publications. This study is a response to an unimplemented recommendation of an external 2018 Quality Assurance Review (QAR) of the UWI, Mona campus, English Language Section, that students successful in the first semester of Foun1019 switch in the second semester to their faculty-specific AL courses. The QAR rationale for the recommended course switch is that the non-faculty-specific nature of the second semester of Foun1019 is academically disadvantageous to students who have shown promise in its first semester. This study is relevant to the debate over the use of general versus disciplinary AL approaches, one publicized by Jordan (1997) and revived by de Chazal (2012) who makes a pedagogical and practical case favouring a general purposes approach. Underlying the study is the premise at the heart of AL courses: that by preparing incoming students, supposed novice writers and readers at the tertiary level of study, these courses serve to maximise their academic performance. Indeed, this is the premise upon which the required pursuit by university students of AL courses is based. This Foun1019 general purposes course, introduced for students from all faculties who fail an English language proficiency entrance test (ELPT), places emphasis in the first semester on developmental reading and writing in English as well as on overcoming writer apprehension. Furthermore, a dual language identity – Standard Jamaican English and Jamaican Creole – is conferred on students. This is because whereas English is Jamaica’s sole official language, Jamaican Creole – which has an English lexicon but distinctly un-English grammar, syntax and phonology – is the first language of most of the students. The work undertaken in the first  semester functions as a bridge for students, building their linguistic self-esteem and improving their English language proficiency in order to ease them into what is considered the bona fide AL focus of the second semester: ‘Writing from Sources’. This latter focus is shared with one-semester, faculty-specific purposes AL courses, populated by students who pass or are exempt from the ELPT. These courses seek to respond to the AL development needs of individual faculties’ constituent departments. To do this, they employ as much of a specific purposes AL approach as is possible given the wide range of parent disciplines involved. The Foun1013 course featured in this study, which is pursued by Faculty of Social Sciences students exclusively, falls into this faculty-specific category of UWI AL courses. The Foun1019 and Foun1013 Year 1 student groups being compared have both been certified at the end of their first year of study to possess a satisfactory level of English language proficiency on the basis of attaining passing grades at the end of Semester two in their final and major AL assignment: a 1200-word documented expository essay scored via a common holistic rubric. To ensure further comparability of the two groups, control of the potentially influential independent variables of Socioeconomic Status (SES), Gender, Intellectual Aptitude (as estimated via matriculation qualifications) and other selected variables is accounted for by the multiple regression analysis component of the overall study design. To address the unevenness of the size of the two study populations, that is, the relatively small number (51) of Year 1 Foun1019 Social Sciences students versus the high number (630) of their Foun1013 counterparts, the Tukey test of statistical significance for unequal group sizes will be applied. To assess the groups’ relative academic performance, the official UWI measurement standard, Grade Point Average (GPA), is used. This measurement shows the typical course result of a student for a semester or year, and ultimately determines the quality of degree awarded (for example, First Class Honours, Lower Second Class Honours, Pass). This measurement encompasses nine bands ranging from 0.00-1.29 to 4.00-4.30 points. The points in question represent the numerical value given to letter grades, e.g. C+ (55-59%) = 2.30 points, F2 (40-44%) = 1.30 points. Grade points are determined by multiplying the points earned by the credit weighting of the course, which is based on the duration of the course (whether one or two semesters). Students earn three credits for one-semester courses, and six credits for two-semester ones. 2.00 is the minimum grade point deemed acceptable (University of the West Indies, 2014).  The investigation reveals that the overall Year 1 student pass rates for Foun1013 and Foun1019 at the end of the second semester of the 2017/18 academic year were 60.2% (630/1047) and 62.2% (51/82) respectively. Preliminary findings on the GPAs of the passing groups are as follows: 1) Foun1013 students’ GPAs are more widely spread across the band ranges than those of Foun1019 students; 2) The modal band range of the two groups is 2.30-2.99: 42.6% (269/630) of Foun1013 students versus 54.9% (28/51) of Foun1019 students; 3) The GPAs of 41.9% (264/630) of Foun1013 students fall into the four highest band ranges (3.00-4.29) versus 25.5% (13/51) for Foun1019 students; 4) The GPAs of 10.6% (66/630) of the Foun1013 students fall into the 2:00-2:29 (just acceptable) band range versus 15.7% (8/51) for 1019 students; 5) The GPAs of 4.9% (31/630) of Foun1013 students fall into the three lowest band ranges (0.00 -1.99) versus 3.9% (2/51) for Foun1019 students. Thus, overall, the Year 1 Foun1013 specific purposes students outperformed their Foun1019 general counterparts with respect to their higher band ranges, but the modal range of scores for both groups (a low but acceptable one) was the same; in addition, the Foun1019 group had slightly better outcomes in terms of its lower proportion of students with poor GPAs (under 2.0). Therefore, this cross-tabulation of the two groups’ GPAs reveals that student success in the general purposes course is not more highly correlated with Year 1 academic failure than student success in the faculty-specific purposes course, but it may hold implications for the passing grades received. Corresponding results for Year 2, 3 and 4 students, along with these Year 1 results, will be subjected to the finer-grained statistical analysis needed to reach definitive conclusions, while the qualitative phase of the study will use course content analysis and questionnaire and interview data from students and academic staff to seek explanations for the conclusions drawn. References de Chazal, E. (2012). The general-specific debate in EAP: Which case is the most convincing for most contexts? Journal of Second Language Teaching and Research, 2(1), 135–148. http://pops.uclan.ac.uk/index.php/jsltr/article/view/90/37 Jordan, R. R. (1997). English for academic purposes: A guide and resource book for teachers. Cambridge University Press. University of the West Indies. (2014). Grade point average regulations (Internal document). UWI. https://www.uwi.edu/gradingpolicy/docs/regulations.pdf

[T]he (re)turn to quantitative research in recent years has brought with it the renewed hope that such research will be shared – and shared widely in a way that helps us answer more global question...

Using methods from corpus linguistics, the author argues that the practice of making knowledge in composition studies is bound with the discursive act of representing students. Students are represented both in ways that align with disciplinary knowledge about writing and in ways that align with major intellectual shifts in composition studies.

English majors generally are adept at literary criticism but tend to have less experience in conducting empirical research that draws on both qualitative and quantitative methods and engages human participants. To introduce those methods to students and to satisfy a university requirement for quantitative instruction applied to the discipline, I developed a course called Approaches to Research in English Studies. The students complete individual IRB-approved projects that result in a research report, a poster, and a lightning talk. Before undertaking the individual projects, the students engage in a whole-class research project that models the process, and this latter assignment is described here in this essay.

Approximately 1.8 million students in the United States are homeschooled, according to 2012 data from the National Center for Education Statistics (Redford et al.). However, researchers have only begun to examine how these homeschooled students reflect on their own literacy development, especially once they have entered college. Using the Digital Archive of Literacy Narratives (DALN), I gather and analyze eighteen literacy narratives of currently and formerly homeschooled students, exploring how these students reflect on their own developing literacies, especially as they contrast their experiences with those of their traditionally-schooled classmates. The results of this study reveal, first, that these homeschoolers participate in a wide variety of literacy practices that both respond to and redefine those of the “traditional” classroom. Second, many of the narratives tend to embrace the “child prodigy” literacy structure, as identified and defined by Kara Alexander (2011) and Stephanie Paterson (2001). Third, four narratives reveal problems that can occur in homeschooling: namely, a parent-educator’s perceived lack of authority, and, in two cases, a tendency to trap students in unhealthy family environments. Despite these exceptions, most narratives reveal their family network as a place of vibrant literary sponsorship; and a few students narrate the “pedagogic violence” that may occur when they transition from this warm family environment into traditional secondary schools (Worsham 121). Overall, I argue that as participants in a non-dominant mode of education, these homeschoolers feel the need either to justify or to repudiate their literacy acquisition process against the dominant group. More quantitative research is needed to understand whether these experiences represent trends across the homeschooling movement.

The quest to understand the nuances of professional communication using computational tools have continued since, and many researchers in our field have embraced the new interdisciplinary approach now known as data science. Our quick metadata search on the journals and conference proceedings in technical and professional communication (TPC) revealed an increasing number of articles associated with terms commonly used in data science (e.g., big data, content analysis, text mining, sentiment analysis, topic modeling, network analysis) originating from numerous disciplines (e.g., corpus linguistics, computational linguistics, artificial intelligence, statistics, business analytics). Yet, the field of TPC is just beginning to embrace the power of data-driven approaches. This special issue extends Orr’s work by taking a snapshot of current work in data-driven approaches to the study of TPC.

The paper presents the results of the research conducted on the extensive corpus of press material. The purpose of the research was to show the frequency of references to the American scientific sources in the Polish press, specifically in popular science articles published in the weekly and daily papers. The analysis covered the period of 1975–2005 (and also the year 2015). The frequency of references to U.S. sources has been contrasted with the results on references to other countries (Poland, the former USSR, and Russia, in particular), as well as with the bibliographic data on the sum of citations of academic papers in individual countries. The research was carried out using quantitative methods (content analysis, bibliographic analysis of citations). The obtained results confirm the preference of the Polish popular science discourse for the sources originating from the Western culture, especially from the United States.

Reviews 213 concerned primarily with prescriptive correctness. He traces pedagogies that have used these ideas at various times in western schools, but his biggest con­ tribution is examining theories that challenge this paradigm. For example, feminist stylistics, he contends, challenges the rules of convention. Pointing to the works of Cixous and Kristeva, Ray shows that textual structure and organization should be challenged as points of gendering stylistic choice. The last two chapters are on researching style and teaching style. Ray's chapter on researching style shows that there are still major gaps in the research; for instance, he notes that there have been no ethnographic studies on writing styles to date. Additionally, he describes the use of quantitative methods used to describe style, and data mining to describe stylistic featu­ res of writing. Beyond this, there are opportunities for research in rhetorical analysis, stylistics, and discourse analysis. The concluding chapter argues for better teaching strategies in the classroom. The fear is that teaching style will not liberate a curriculum but rather enslave it to prescriptive grammar study. Ray assuages these fears with suggestions for incorporating style in the classroom to develop writing, including ways in which classical rhetoric informs writing instruction in current theory. He invites interdisciplinary work in the classroom to discuss style from the perspective of various dis­ course communities enabling students to see diverse approaches to compo­ sition. Ray ends the chapter on a hopeful note: "For those teachers who adopt them, these guiding principles bring style out of the shadows of col­ lege writing classes, helping to improve students' writing while also per­ haps increasing their satisfaction in producing academic texts required for their success" (p. 219). A significant issue with Ray's book is that it does not quite live up to its lofty claim that "an in-depth, historical, and theoretical understanding of style helps teachers make writing more satisfying and relevant to stu­ dents" (p. 5). This may be true, but the topic is immense, and this is a rather slim volume. At best, Style is, as the title suggests, an introduction. The chapters do establish a framework for style, but they are not genuinely indepth discussions. However, Brian Ray's Style is an invitation for scholars to fill in those gaps, and I believe this book paves the way helpfully for future research. Robert L. Lively Arizona State University A. Pennacini, Discorsi eloquenti da Ulisse a Obama e oltre, Seconda edizione riveduta e corretta, Alessandria: Edizioni dell Orso, 2017 (I ed., 2015), 592 pp. ISBN 9788862746090. Adriano Pennacini é stato uno dei precursori, nell'universitá italiana, del tentativo di intrecciare lo studio delTantica técnica retorica con gli studi classici e con le nuove discipline della comumcazione. Presidente della 214 RHETORICA International Society for the History of Rhetoric dal 1991 al 1993, ha affidato a un corposo volume un 'eloquente' saggio del suo método di analisi della comunicazione persuasiva, che spazia dalla prima 'retorica' omerica fino a quella del (penúltimo) Presidente degli Stati Uniti d'America e comprende nell'oltre del titolo un esempio della origínale eloquenza di Jorge Bergoglio, papa Francesco. Raccolte di discorsi non mancano nelle biblioteche degli studiosi di retorica. Attingendo alia rinfusa in quella personale (assolutamente parziale e selettiva), posso ricordare: F. Sallustio, Belle parole. I grandi discorsi della storia dalla Bibbia a Paperino, Milano: Bompiani 2004 (anche in questo caso, una diacronicitá quasi esaustiva); G. Pedullá (cur.), Parole al potere. Discorsi politici italiani, Milano: Rizzoli, 2011; C. Ellis, S. Drury Smith (eds.), Say it Plain. A Century of Great African American Speeches, New York-London: The New Press, 2005; C.M. Copeland, Farewell Goodspeed. The Greatest Eulogies of Our Time, New York: Harmony Books, 2003; C. Knorowski (ed.), Gettysburg Replies. The World Respond to Abraham Lincoln's Gettysburg Address, Guilford, Connecticut: Rowman & Littlefield, 2015. Raccolte importanti (e ne ho elencate davvero pochissime fra le tante circolanti nelle varié parti del mondo), che offrono testi accompagnati spesso da riflessioni e inquadramenti generali, ma che difficilmente si prefiggono e realizzano lo scopo che ha avuto in mente Pennacini nel raccogliere discorsi anti­ chi e moderni accompagnati ciascuno da prove di analisi: quello, cioé, di«mostrare la durata...

This research note focuses on how corpus analysis tools can help researchers make sense of the data writing centers collect. Writing centers function, in many ways, like large data repositories; however, this data is under-analyzed. One example of data collected by writing centers is session notes, often collected after each consultation. The four institutions featured in this noteâ€"Michigan State University, the University of Michigan, Texas A&M University, and The Ohio State Universityâ€"have analyzed a subset of their session notes, over 44,000 session notes comprising around 2,000,000 words. By analyzing the session notes using tools such as Voyant, a web-based application for performing text analysis, writing center researchers can begin to explore critically their large data repositories to understand and establish evidence-based practice, as well as to shape external messaging about writing center laborâ€"separate from and in addition to impact on student writersâ€"to institutional administrators, state legislators, and other stakeholders.

Background: Current research in composition and writing studies is concerned with issues of writing program evaluation and how writing tasks and their sequences scaffold students toward learning outcomes. These issues are beginning to be addressed by writing analytics research, which can be useful for identifying recurring types of language in writing assignments and how those can inform task design and student outcomes. To address these issues, this study provides a three-step method of sequencing, comparison, and diagnosis to understand how specific writing tasks fit into a classroom sequence as well as compare to larger genres of writing outside of the immediate writing classroom environment. By doing so, we provide writing program administrators with tools for describing what skills students demonstrate in a sequence of writing tasks and diagnosing how these skills match with writing students will do in later contexts. Literature Review: Student writing that responds to classroom assignments can be understood as genres, insofar as they are constructed responses that exist in similar rhetorical situations and perform similar social actions. Previous work in corpus analysis has looked at these genres, which helps us as writing instructors understand what kind of constructed responses are required of students and to make those expectations explicit. Aull (2017) examined a corpus of first-year undergraduate writing assignments in two courses to create “sociocognitive profiles” of these assignments. We analyze student writing that responds to similar writing tasks, but use a different corpus method that allows us to understand the tasks in both local and global contexts. By doing so, we gain confidence and depth in our understanding of these tasks, analyze how they sequence together, and are able to compare argumentative writing across institutions and contexts. Research Questions: Two questions guided our study: What is the trajectory of skills targeted by the sequence of tasks in the two first-year writing courses, as evidenced by the rhetorical strategies employed by the writers in successive assignments? Focusing on the final argument assignments, how similar are they to argumentative writing in other contexts, in terms of rhetorical profiles? Methodology: We first conducted a local analysis, in which we used a dictionary-based corpus method to analyze the rhetorical strategies used by writers in the first-year writing courses to understand how they built on each other to form a sequence. Having understood what skills students are demonstrating in a course, we then conducted a global analysis which calculated a “distance” between the first-year argument writing and a corpus of argument writing drawn from other contexts. Recognizing that there was a non-trivial distance, we then identified and evaluated the sources of the distance so that the writing tasks could be assessed or modified. Results: The local analysis revealed eight key rhetorical strategies that student writing exhibits between the two first-year writing courses. With this understanding, we then placed the argument writing in global contexts to find that the assignments in both courses differ somewhat from argument writing in other contexts. Upon analyzing this difference, we found that the first-year writing primarily differs in its usage of academic language, the personal register, assertive language, and reasoning. We suggest that these differences stem primarily from the rhetorical situation and learning objectives associated with first-year writing, as well as the sequencing of the courses. Discussion: The three-step method presented provides a means for writing program administrators to describe and analyze writing that students produce in their writing programs. We intend these steps to be understood as an iterative process, whereby writing programs can use these results to evaluate what rhetorical skills their students are exhibiting and to benchmark those against the program’s goals and/or other similar writing programs. Conclusions: By presenting these analyses together, we ultimately provide a cohesive method by which to analyze a writing program and benchmark students’ use of rhetorical strategies in relation to other argumentative contexts. We believe this method to be useful not only to individual writing programs, but to assessment literature broadly. In future research, we anticipate learning how this process will practically feed back into pedagogy, as well as understanding what placing writing tasks into a global context can tell us about genre theory.

Background: The researchers conducted a corpus analysis of 548 research-based argument essays, totalling 1,465,091 words, written by first-year students at The City College of New York (CCNY). The purpose of this study was to better understand the ways in which CCNY students were constructing arguments in research essays in order to better support our instruction of the research essay. Curricular guidelines for the research assignment are general. Instructors are directed to require a research-based, persuasive argument that includes conflicting points of view. Model assignment sheets are provided to instructors, but they are free to write their own. Assignment sheets are not collected or approved. In the fall semester in which this corpus was collected, over 70 part-time instructors taught approximately 120 sections of the first- or second-semester composition course.Literature Review: The study of The City College of New York Corpus (CCNYC) partially replicates and relies on the analysis of three corpora of academic writing conducted by Zak Lancaster (2016a) in his examination of Gerald Graff’s and Cathy Birkenstein’s textbook They Say/I Say: The Moves that Matter in Academic Writing (2014). The current study also compares the CCNYC findings to studies of stance and voice markers frequency conducted by Ken Hyland (2012) and Ellen Barton (1993) and suggests the classroom use of corpus analysis as described by Raith Abid and Shakila Manan (2015), and Maggie Charles (2007).Research Questions: The study was guided by a narrowly-focused interest in learning whether or not the CCNYC would demonstrate the range and distribution of rhetorical moves that Lancaster found in his study of academic writing (2016a). The analysis of the corpus consists of frequency counts; we did not conduct other statistical analyses. Since we had little prior experience with corpus analysis, we wondered what would be revealed about students’ writing practices by a partial replication of Lancaster’s study. We did not reproduce Lancaster’s analysis but relied on his publised results. This study served as an assessment tool, providing a microscopic view of a limited number of rhetorical moves across a large corpus of student essays. As a result of our study, we hoped to be able to create assignments for research essays that responded directly to the patterns that we saw in our students’ essays.Methodology: Modeled on Lancaster’s study and the templates of rhetorical moves offered by Graff and Birkenstein, concordances of terms used to introduce objections, offer concessions, and make counterarguments were drawn from the CCNYC and then analyzed to confirm that the rhetorical form was in fact functioning as one of the above rhetorical moves within the context of the essay in which it was found.Results: Our study demonstrates that CCNY students use fewer linguistic resources than their peers at other institutions, a finding that helps shape faculty development seminars. The corpus analysis reveals that while CCNY students introduce objections to their arguments at about the same rates as in other corpora, they are less likely to concede to those objections. In addition, when students made counterarguments, they used only a limited range of the linguistic resources available to them.Conclusions: The low rate of engagement with opposing points of view and the limited use of linguistic resources for counterarguments all suggest the potential value of focused, corpus-based instruction.

Claims abound about passives and the impersonal style they create. Few studies, however, check the claims with a large, systematic analysis of texts from either academia or industry. Motivated by the need to teach effective workplace writing skills to undergraduate engineering students, this study investigates the use of passives and associated impersonal style features in 170 practitioner reports, journal articles, and student reports from civil engineering. Using multidimensional analysis (a technique from corpus linguistics) and interviews of practitioners, students, and faculty, the study found that, as expected, engineering texts, compared to nontechnical texts, have a frequent use of impersonal style features; however, they use passives for a wider range of functions than is typically described in technical writing literature. Furthermore, compared to the journal articles and student reports, the practitioner reports use significantly fewer features of impersonal style. The findings inform teaching materials that present a more realistically complex picture of the language structures and functions important for civil engineering practice.

International and multilingual student enrollments are growing around the world. Because 73% of international students in the United States come from countries where English is not an official language, the number of L2 students is likewise growing. Writing centers are on the frontlines in academically supporting L2 students, but tutor anxiety in sessions with L2 students is apparent. Empirical research on L2 student satisfaction with writing centers is only slowly emerging. Our quantitative study compares satisfaction of English-L2 students to those of English-L1 students through a common exit survey of student perceptions of writing center visits; perceptions are essential as they connect to achievement and learning outcomes. Overall, we find both groups are equally satisfied with their writing center visits, equally likely to return to the writing center, and have equally intellectually engaging sessions. Adding greater resonance, this study was conducted at three different types of institutions in the United States—a small liberal arts college; a medium, private, doctoral university; and a large, public land-grant university. Our study directly points to tutor-training strategies, including sharing empirical studies about satisfaction, increasing a focus on intellectual engagement for students and tutors, and incorporating global English strategies into sessions.

Background: Although plain language is almost universally promoted by teachers of professional writing, editors, and communication professionals, some have argued that the effects of and preferences for plain style in written messages differ among groups of individuals. Research questions: 1. Do professionals prefer plain style? 2a. Do preferences differ for different categories of style? 2b. Do preferences differ for different groups of workers? Literature review: Style, the word- and sentence-level elements in a written text, is a critical element of plain language. There is evidence that plain style, however, affects readers differently based on their level of subject matter knowledge. Plain style is even criticized by a few. There is a long history of tensions surrounding linguistic prescriptivism, the notion that one manner of language use is superior to all others. Further, readers' preferences for writing style, plain or otherwise, may not be consistent across occupational positions, education levels, nationalities, personality types, or genders. Research methodology: We conducted a quantitative study of preferences for two major style categories (conciseness and word choice) using an online survey instrument. The student-recruiter technique provided us with usable responses from 614 working adults in the US. Using that data, we calculated proportions of respondents, with confidence intervals, who chose the plain-style options. We also used statistical tests to explore associations between preferences and respondent characteristics. Results and conclusions: Our findings support an overwhelming preference for plain style among US professionals who are native speakers of English. Reader preferences were stronger for elements associated with word choice than with conciseness. Those with lower education levels and blue-collar occupations had lower preferences for plain style. The study had two major limitations: 1. We investigated only two aspects of plain style rather than the full range of elements that make up plain language. 2. Our data-collection instrument presented readers with an artificial rather than an authentic reading experience. Future research may investigate the role of personality on stylistic preferences and the attributions readers make about writers based on their style.

Text-driven, quantitative methods provide new ways to analyze student writing, by uncovering recurring grammatical features and related stylistic effects that remain tacit to students and those who read and evaluate student writing. To date, however, these methods are rarely used in research on students transitioning into US postsecondary writing, and especially rare are studies of student writing that is already scored according to high-stakes writing expectations. This study offers a corpus-based, comparative analysis of higher- and lower-scoring Advanced Placement (AP) exams in English, revealing statistically significant syntactic patterns that distinguish higher-scoring exams according to “informational production” and lower-scoring essays according to “involved” or “interactional” production (Biber, 1988). These differences contribute to what we label emphatic generality in the lower-scoring essays, in which writers tend to foreground human actors, including themselves. In contrast, patterns in higher-scoring essays achieve what we call elaborated specificity, by focusing on and explicating specific, often abstract, concepts.These findings help uncover what is rewarded (or not) in high-stakes writing assessments and show that some students struggle with register awareness. A related implication, then, is the importance of teaching register awareness to students at the late secondary and early university level—students who are still relative novices, but are being invited to compose informationally dense prose. Such register considerations, and specific features revealed in this study, provide ways to help demystify privileged writing forms for students, particularly students for whom academic writing may seem distant from their own communicative practices and ambitions.

A quantitative research study collects numerical data that must be analyzed to help draw the study’s conclusions. Teaching quantitative data analysis is not teaching number crunching, but teaching a way of critical thinking for how to analyze the data. The goal of data analysis is to reveal the underlying patterns, trends, and relationships of a study’s contextual situation. Learning data analysis is not learning how to use statistical tests to crunch numbers but is, instead, how to use those statistical tests as a tool to draw valid conclusions from the data. Three major pedagogical goals that must be taught as part of learning quantitative data analysis are the following: (a) determining what questions to ask during all phases of a data analysis, (b) recognizing how to judge the relevance of potential questions, and (c) deciding how to understand the deep-level relationships within the data.

In this editorial, Lauer argues for expanding our methods of research to include a greater emphasis on quantitative and mixed-methods approaches. This expansion will compliment and help frame the qualitative data collection we already prioritize in the fields of writing studies and design. Lauer discusses the benefits of a mixed-methods approach and presents ten recommendations for how scholars, especially those who may be new to quantitative methods, can learn and employ these methods. Lauer suggests that we need to value this more comprehensive approach to data collection in order to better answer the many questions that remain uninvestigated in our field.

Background: Patient-centered care emphasizes care coordination and communication through active involvement of patients, their families, physicians, and other professionals to improve decision making. Smart telecommunication technology and the Internet of Things, such as wireless-sensor-network-based smart home healthcare systems (WSN-SHHS) facilitate communication and collaboration among these different roles. Research problem: Despite the great potential of such systems to improve the quality and experience, and lower the cost of health care, the technology has not been widely adopted partly due to an inadequate understanding of user expectations, needs, and preferences. This study addresses facilitators and barriers with regard to WSN-SHHS adoption by identifying important sociotechnical, cognitive, affective, and contextual factors. Research questions: What are the main facilitators and barriers of patients' adoption of WSN-SHHS? How can we contextualize a generic technology adoption model for WSN-SHHS that takes into account unique characteristics of the domain? Literature review: We surveyed the literature in WSN-SHHS research and application, technology adoption theories, and the pleasure-arousal-dominance emotional state model. We discovered that WSN-SHHS research has focused on technology development but has given little attention to the issue of patients' adoption. Methodology: We used a mixed method design that combined an interview and survey over two studies. Participants were recruited from home healthcare agencies in the eastern US. In semistructured interviews, we collected data from 15 home healthcare patients and medical professionals, and analyzed the data using Kvale's approach. In our online- and paper-based surveys, we analyzed the data from 140 respondents using partial least square. Results and conclusions: We identified several new constructs in relation to WSN-SHHS adoption, including human detachment concerns, privacy concerns, life-quality expectancy and cost concerns. In addition, we confirmed the constructs from the general adoption model. Based on the findings of the qualitative study, the researchers created a research model. The quantitative study provided empirical support for the model, which has substantial predictive power accounting for more than half of the variance in WSN-SHHS adoption. In particular, our findings reveal that human detachment concerns rather than performance expectancy is the strongest predictor of patients' adoption of WSN-SHHS.