In this paper, we describe two empirical studies that demonstrate the application and modeling of keystroke logs in writing assessments. We illustrate two different approaches of modeling differences in writing processes: analysis of mean differences in handcrafted theory-driven features and use of large language models to identify stable personal…

The development of written expression includes transcription, text generation, and executive functions (including planning) interacting within working memory. However, executive functions are not formally measured in school-based written expression tasks, although there is an opportunity for examining students' advance planning--a key…

The purpose of this study was to explore the nature of interactions among second/foreign language (L2) writing subskills. Two types of relationships were investigated: subskill-item and subskill-subskill relationships. To achieve the first purpose, using writing data obtained from the writing essays of 500 English as a foreign language (EFL)…

Assessing integrated reading-into-writing task performances is known to be challenging, and analytic rating scales have been found to better facilitate the scoring of these performances than other common types of rating scales. However, little is known about how specific operationalizations of the reading-into-writing construct in analytic rating…

This qualitative study focuses on critical incidents identified by three U.S. PhD students as they reflected on the process of writing qualifying examinations. This study is couched in sociocultural conceptions of literacy, which view the qualifying exam as a social practice. Extending previous research of doctoral student writing and utilising a…

The simple view of writing suggests that written composition results from oral language, transcription (e.g., spelling/handwriting), and self-regulation skills, coordinated within working memory. The model provides a number of implications for the interpretation of psychoeducational achievement batteries. For instance, it hypothesizes that writing…

This study examines the role of transcription and ideation, the dimensions in the Simple View of Writing, as predictors of narrative and expository writing of English language learners (ELLs). Data were collected from sixth-grade primary school ELL students (N = 56) in Taiwan. Two writing samples, a narrative and an expository, were collected and…

Much of the research that has examined the writing knowledge of school-age students has relied on interviews to ascertain this information, which is problematic because interviews may underestimate breadth and depth of writing knowledge, require lengthy interactions with participants, and do not permit a direct evaluation of a prescribed array of…

Analysis of keystroke logging data is of increasing interest, as evident from a substantial amount of recent research on the topic. Some of the research on keystroke logging data has focused on the prediction of essay scores from keystroke logging features, but linear regression is the only prediction method that has been used in this research.…

This study explores the impact of mind mapping on the writing of English as a Foreign Language [EFL] among Saudi learners and the bilateral effects of mind mapping and other writing processes. Little research has been devoted to the effect of electronic mind mapping as a mediating tool. Despite the cyclical nature of writing processes, the…

Scenario-based writing assessment has two salient characteristics by design: a lead-in/essay scaffolding structure and a unified scenario/topic throughout. In this study, we examine whether the scenario-based assessment design would impact students' essay scores compared to its alternative conditions, which intentionally broke the scaffolding…

This study examined developmental differences in written expression of intermediate-grade children across planning, writing, and revising products. This work is the first step in a programmatic line of research examining the utility of the assessment procedures toward formative writing assessment protocols. Eighty children in fourth and sixth…

"Biometrics" are physical or behavioral human characteristics that can be used to identify a person. It is widely known that keystroke or typing dynamics for short, fixed texts (e.g., passwords) could serve as a behavioral biometric. In this study, we investigate whether keystroke data from essay responses can lead to a reliable…

Writing is an important language skill, and learning to write is not an easy endeavour, especially for English as a foreign language (EFL) students. An effective EFL writing instruction, therefore, plays a significant role in helping EFL students deal with writing problems efficiently and approach writing tasks effectively. Based on this premise,…

This research conducted diagnostic assessment of problems in first-year undergraduates' English academic papers and tracked potential sources of the problems to the writing process and strategy use. Data collected include 339 term papers and interviews with 17 students. The samples were manually error tagged and marked against a detailed…