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11 result(s) for "Evmenova, Anya S."
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Improving Writing Feedback for Struggling Writers: Generative AI to the Rescue?
Generative AI has the potential to support teachers with writing instruction and feedback. The purpose of this study was to explore and compare feedback and data-based instructional suggestions from teachers and those generated by different AI tools. Essays from students with and without disabilities who struggled with writing and needed a technology-based writing intervention were analyzed. The essays were imported into two versions of ChatGPT using four different prompts, whereby eight sets of responses were generated. Inductive thematic analysis was used to explore the data sets. Findings indicated: (a) differences in responses between ChatGPT versions and prompts, (b) AI feedback on student writing did not reflect provided student characteristics (e.g., grade level or needs; disability; ELL status), and (c) ChatGPT’s responses to the essays aligned with teachers’ identified areas of needs and instructional decisions to some degree. Suggestions for increasing educator engagement with AI to enhance teaching writing is discussed.
Harnessing the Power of Generative AI to Support ALL Learners
While generative AI such as ChatGPT has important drawbacks, it can potentially unlock new types of learning and support – specially for English learners and students with disabilities – by facilitating teachers’ Universal Design for Learning (UDL) efforts. As generative AI is quickly becoming an integral part of our lives (e.g., being incorporated into existing tools such as Google products), teachers will need to decide how they can use and benefit from this new technology. Our analysis of data collected during a summer teacher institute found that in Summer 2023 the majority of teachers had never used generative AI and were evenly split on whether it was a “friend” or “foe” in their teaching efforts. Overall, 43% of teachers reported, “ChatGPT and other generative AI will help make instruction more accessible for ALL learners,” while 32% of teachers were “undecided” indicating an opportunity to improve teacher perceptions. In this article we discuss strategies for using generative AI for improving UDL to benefit ALL learners brainstormed by the teachers. Practical implications for multilingual learners are discussed.
Emphasizing Planning for Essay Writing With a Computer-Based Graphic Organizer
The authors conducted a multiple-baseline study to investigate the effects of a computer-based graphic organizer (CBGO) with embedded self-regulated learning strategies on the quantity and quality of persuasive essay writing by students with high-incidence disabilities. Ten seventh- and eighth-grade students with learning disabilities, emotional and behavioral disorders, attention deficit hyperactivity disorder, and autism spectrum disorder participated in the study. The authors collected data on the number of words, sentences, transition words, essay parts, and holistic writing quality score across (a) baseline (writing on the computer without the CBGO), (b) CBGO-use phase (writing on the computer with the CBGO), and (c) maintenance (writing on the computer without the CBGO). In a visual analysis, all participants improved the quality of their writing, and the majority of students also increased the quantity of their writing. Student interview data are presented to discuss the social validity of this innovative technology-based intervention.
Proportional Reasoning Word Problem Performance for Middle School Students With High-Incidence Disabilities (HID)
Schema-based instruction (SBI) was used to teach nine middle school students with high-incidence disabilities (HID) to solve proportional reasoning word problems. A multiple-baseline-across-groups design was used to determine student understanding of the SBI process. The design consisted of three phases including baseline, SBI process, and maintenance. Training of the SBI process with worked problems occurred between baseline and SBI process. Students’ performance was measured using a five-category rubric, under two conditions: solving problems with and without calculator use. Results indicated that all groups improved problem-solving performance and maintained improvement 4 weeks after instruction. Implications for revising the rubric’s mastery criteria and future research are described.
Revising and Validating the Community of Inquiry Instrument for MOOCs and other Global Online Courses
Globally, online course enrollments have grown, and English is often used as a lingua franca for instruction. The Community of Inquiry (CoI) framework can inform the creation of more supportive, interaction-rich online learning environments. However, the framework and its accompanying validated instrument were created in North America, limiting researchers’ ability to use the instrument in courses where participants have varying levels of English language proficiency. We revised the CoI instrument so it could be more easily read and understood by individuals whose native language is not English. Using exploratory and confirmatory factor analyses (EFA and CFA) on data obtained from global online courses and MOOCs, we found the revised instrument had good fit statistics once seven items were removed. This study expands the usability of the CoI instrument beyond the original and translated versions, and provides an example of adapting and validating an existing instrument for global courses.
An Exploratory Study of Universal Design for Teaching Chemistry to Students With and Without Disabilities
In this exploratory study, students in four co-taught high school chemistry classes were randomly assigned to a Universal Design for Learning (UDL) treatment or a comparison condition. Each co-teaching team taught one comparison and treatment class. UDL principles were operationalized for treatment: (a) a self-management strategy (using a mnemonic, IDEAS) for the multi-step mole conversion process; (b) multi-media lessons with narration, visuals, and animations; (c) procedural facilitators with IDEAS for conversion support; and (d) student workbooks mirroring video content and containing scaffolded practice problems. All students completed a pre-test, post-test, and a 4-week delayed post-test. There were no significant differences between conditions; however, there was an interaction effect between students with and without disabilities for post-tests. Social validity indicated students found IDEAS helpful. Implications for future research include continued focus on disaggregated learning outcomes for students with and without disabilities for UDL interventions, and refinements for UDL interventions that benefit students with and without disabilities.
Review of Research-Based Interventions for Students with Autism Spectrum Disorders in Content Area Instruction: Implications and Considerations for Classroom Practice
The purpose of this article is to provide a comprehensive review of the published research-based strategies used in content area instruction for students with autism spectrum disorders (ASD). Twenty-eight (N = 28) studies published from 2000-2012 that met the criteria for inclusion were located, reviewed, and synthesized. Findings revealed the vast majority of research has been conducted at the elementary and mixed grade-levels, while only a few studies were found focusing on students in the secondary grade levels. In addition, we found most of the existing research to focus primarily on reading, writing, mathematics, and/or a combination of these areas; however, studies in social studies and science instruction were scant, with only three studies identified. Effective interventions that emerged from this review included such strategies as: (a) visual supports; (b) technology-based instruction; (c) concrete representation; (d) direct instruction; and (e) behavioral interventions. Implications for both general and special educators working with students with ASD, limitations, and directions for future research are discussed.
Enabling Access and Enhancing Comprehension of Video Content for Postsecondary Students with Intellectual Disability
There is a great need for new innovative tools to integrate individuals with intellectual disability into educational experiences. This multiple baseline study examined the effects of various adaptations for improving factual and inferential comprehension of non-fiction videos by six postsecondary students with intellectual disability. Video adaptations included alternative narration, two types of captions (highlighted text and picture/word-based), and interactive video searching for answers. According to the visual and statistical analyses, students performed significantly better with adapted and interactive video clips. There was no difference between the types of captions. Furthermore, social validity interviews revealed that all students enjoyed the adapted and interactive videos and found them beneficial.
Introduction to Volume 15
Exploring opportunities to enhance communication during academic routines, independent living, and leisure activities, and supporting both younger learners and adults with cognitive, sensory or physical disabilities, this volume offers a nice compilation of strategies and resources that can benefit many professionals. The discussion presents the views of key stakeholders in the world of AAC, including experts, professionals, parents, and AAC users, on a selected number of key survey results: (1) Strategies for improving preservice training for AAC; (2) Methods for continuing education opportunities; (3) Key players in capacity building; and (4) Improving collaboration among professionals. [...]a paper by Kristin Wallock and Shana Cerny focuses on the benefits of Smart Home technology for individuals living with amyotrophic lateral sclerosis (ALS).