This study explores using transfer learning in machine learning for natural language processing (NLP) to create generic automated essay scoring (AES) models, providing instant online scoring for statewide writing assessments in K-12 education. The goal is to develop an instant online scorer that is generalizable to any prompt, addressing the…

This qualitative case study examined the effect of writing sessions, conducted at a university literacy festival, on the construction of college admission essays. Sessions were conducted by authors of multicultural young adult literature and university writing center staff and students. Each session focused on helping 132 high school students from…

Heightened concerns about the health of the teaching profession highlight the importance of studying the early teacher pipeline. This exploratory, descriptive article examines preservice teachers' expressed motivation for pursuing a teaching career. Using data from a large teacher education program in Texas, we use a natural language processing…

In US-based postsecondary education, first-year students commonly have their compositional ability consequentially assessed on the basis of standardized tests. As a result, students who score above certain thresholds on ACT, SAT, or AP exams often are placed into honors or remedial courses; receive credit remissions; and/or test out of general…

Recent applications of artificial intelligence (AI) have been successful in performing complex tasks in health care, financial markets, manufacturing, and transportation logistics, but the influence of AI applications in the education sphere has been limited. However, that may be changing. In this paper, the author discusses several ways that AI…

Background: Classroom discourse featuring meaning making supports students achieving discipline-specific learning. However, moving beyond recitation requires developing beliefs, skills, structures, and practices. Any theorizing we do about developing discussion practice must attend to realities of culturally and linguistically diverse classrooms.…

This introspective critical essay elucidates some of the challenges I encountered in my efforts to persist at various levels of education as a first-generation White student from a low-income background and through multiple intersectionalities, primarily class and gender. My lived experiences and transformation from a near high school dropout to a…

Self-assessment practices have been advocated in recent Irish educational documents due to their potential to enhance school children's learning and self-regulatory skills. However, the literature has highlighted how some children struggle to make accurate self-assessments of their academic work, which diminishes such positive effects (Keane and…

This paper examines the construct measured by automated essay scoring (AES) systems. AES systems measure features of the text structure, linguistic structure, and conventional print form of essays; as such, the systems primarily measure text production skills. In the current state-of-the-art, AES provide little direct evidence about such matters…

This study examined and compared different written corrective feedback techniques used by English as a second language (ESL) teachers in three different educational contexts and levels (primary, secondary, and college) in Quebec, Canada. In particular, it examined whether there were any differences in the types of errors made, the kind and degree…

Automated Essay Scoring (AES) has garnered a great deal of attention from the rhetoric and composition/writing studies community since the Educational Testing Service began using e-rater[R] and the "Criterion"[R] Online Writing Evaluation Service as products in scoring writing tests, and most of the responses have been negative. While the…

Each edition of the IDRA Newsletter strives to provide many different perspectives on the issues in education topics discussed and to define its significance in the state and national dialogue. This issue focuses on Push Outs--Children of Color and includes: (1) Texas Public School Attrition Study, 2015-16: High School Attrition Inches Up to 25…

In 1795 America's premier scholarly association, the American Philosophical Society (APS), posed the following question: [Write] an essay on a system of liberal education, and literary instruction, adapted to the genius of the government, and best calculated to promote the general welfare of the United States; comprehending, also, a plan for…

The purpose of this study was to use text mining analysis of early adolescents' online essays to determine their knowledge of global lunar patterns. Australian and American students in grades five to seven wrote about global lunar patterns they had discovered by sharing observations with each other via the Internet. These essays were analyzed for…

Each edition of the IDRA Newsletter strives to provide many different perspectives on the issues in education topics discussed and to define its significance in the state and national dialogue. This issue focuses on Culture of Poverty vs. Culture of Possibility and includes: (1) Open Source Learning Tools Make STEM Possible in Underserved Schools…