Young-Suk Grace Kim
3 articles-
Abstract
Developing students’ source-based argument writing skills is a vital educational goal for the 21st-century information society. Consequently, researchers and educators continually seek ways to understand and improve students’ capacities for advancing arguments and synthesizing multiple documents, texts, or sources in a range of subject areas in secondary schools. This study examined differences between middle and high school students’ argument essays (N = 207) in multiple dimensions of source-based argument writing in history, the dimensions writing in history, and the relations of identified dimensions to overall writing quality. Using multivariate analysis of covariance, middle and high school students’ writing significantly varied in areas of writing related to language use, the presentation of ideas, and evidence use. Their writing varied less so for skills related to historical thinking, indicating a lack of development in these skills across secondary school. Findings from confirmatory factor analysis and structural equation modeling showed a bifactor model with a general factor and 4 specific factors—Presentation of Ideas, Evidence Use, Language Use, and Historical Thinking—best represented writing in this genre, with the general factor strongly predicting holistic writing scores. Implications for both research and educational practice are discussed, including the importance of attending to developmental variation in discrete writing skills.
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Linguistic Features of Secondary School Writing: Can Natural Language Processing Shine a Light on Differences by Sex, English Language Status, or Higher Scoring Essays? ↗
Abstract
This article provides three major contributions to the literature: we provide granular information on the development of student argumentative writing across secondary school; we replicate the MacArthur et al. model of Natural Language Processing (NLP) writing features that predict quality with a younger group of students; and we are able to examine the differences for students across language status. In our study, we sought to find the average levels of text length, cohesion, connectives, syntactic complexity, and word-level complexity in this sample across Grades 7-12 by sex, by English learner status, and for essays scoring above and below the median holistic score. Mean levels of variables by grade suggest a developmental progression with respect to text length, with the text length increasing with grade level, but the other variables in the model were fairly stable. Sex did not seem to affect the model in meaningful ways beyond the increased fluency of women writers. We saw text length and word level differences between initially designated and redesignated bilingual students compared to their English-only peers. Finally, we see that the model works better with our higher scoring essays and is less effective explaining the lower scoring essays.
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Do Written Language Bursts Mediate the Relations of Language, Cognitive, and Transcription Skills to Writing Quality? ↗
Abstract
In this study, we examined burst length and its relation with working memory, attentional control, transcription skills, discourse oral language, and writing quality, using data from English-speaking children in Grade 2 ( N = 177; Mage = 7.19). Results from structural equation modeling showed that burst length was related to writing quality after accounting for transcription skills, discourse oral language, working memory, and attentional control. Burst length completely mediated the relations of attentional control and handwriting fluency to writing quality, whereas it partially mediated the relations of working memory and spelling to writing quality. Discourse oral language had a suppression effect on burst length but was positively and independently related to writing quality. Working memory had an indirect relation to burst length via transcription skills, whereas attentional control had a direct and indirect relation. These results suggest roles of domain-general cognitions and transcription skills in burst length, and reveal the nature of their relations to writing quality.