This study investigated how reading medium (print vs. digital) and communicative purpose (informative vs. persuasive) shape writing processes and outcomes in integrative academic tasks. Eighty-one university students read three source texts in print or digitally and, after random assignment, produced either an informative or persuasive synthesis within a 2×2 between-subjects design. Keystroke logging recorded pausing across three writing stages, indexing planning, translation, and revision. Text quality was scored with holistic rubrics capturing discourse features and integration of sources. Reading medium significantly influenced pausing: students who read in print paused longer during writing, yet medium had no effect on overall text quality. Task purpose mattered: persuasive tasks yielded higher-quality formal writing, whereas scores reflecting level of source integration did not differ. No interaction between reading medium and task purpose emerged. When controlling for reading comprehension, working memory, and planning ability, the main effects of medium and task purpose remained, but period-specific pausing effects were no longer significant. Findings highlight distinct roles for reading medium and task purpose in shaping writing behavior and performance. The results support cautious causal interpretations and suggest that incorporating digital reading and varying task types may enhance academic writing in higher education, informing curriculum design and assessment.

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.

In this study, I present a qualitative analysis of 11 writing portfolios drawn from a yearlong instructional program designed to apprentice students into the practices of argumentative writing typical of early-college coursework in the United States. The students’ formal and informal writings were parsed into utterances and coded along two developmental dimensions: reciprocity, or the extent to which each utterance answered to the immediate context in which it was generated; and indexicality, or the extent to which each utterance evidenced modes of reasoning that reflect the conventions of academic argumentation. My analysis found that although students’ writing evidenced a high degree of reciprocity, they frequently employed nonacademic modes of reasoning. Focusing on a subset of utterances, I show how their tacit orientations toward the concepts of fact and opinion limited the extent to which their reasoning satisfied the evidentiary expectations of formal academic discourse. This discovery suggests that students’ development as writers of academic arguments is closely linked to their formal instruction in argumentative writing as well as to their tacit understandings of concepts fundamental to argumentation. Moreover, these findings highlight important distinctions between formal and informal reasoning and how those distinctions may be implicated in both curriculum and instruction.