This study evaluated graduate SLP students' ability to communicate complex health information, highlighting strengths and areas for improvement. A cross-sectional analysis of 28 first-semester graduate students enrolled in a voice disorders course examined the quality of patient education materials they created based on fictional scenarios.…

High-level literacy skills are required for full participation in the democratic process through voting. Consequently, adults with low-level literacy skills are at a disadvantage. This work investigated the disparity between the readability of U.S. ballot propositions for year 2022 state elections and grade level reading estimates ([less than or…

The ability to objectively quantify the complexity of a text can be a useful indicator of how likely learners of a given level will comprehend it. Before creating more complex models of assessing text difficulty, the basic building block of a text consists of words and, inherently, its overall difficulty is greatly influenced by the complexity of…

Readers often struggle to identify the main ideas in expository texts. Existing research and instruction provide some guidance on how to encourage readers to identify main ideas. However, there is substantial variability in how main ideas are operationalized and how readers are prompted to identify main ideas. This variability hinders…

Humans have the remarkable ability to solve different tasks by simply reading textual instructions that define the tasks and looking at a few examples. Natural Language Processing (NLP) models built with the conventional machine learning paradigm, however, often struggle to generalize across tasks (e.g., a question-answering system cannot solve…

Forty anatomy articles were sampled from English Wikipedia and assessed quantitatively and qualitatively. Quantitatively, each article's edit history was analyzed by Wikipedia X-tools, references and media were counted manually, and two readability indices were used to evaluate article readability. This analysis revealed that each article was…

This paper explores the growing complexity of detecting and differentiating generative AI from other AI interventions. Initially prompted by noticing how tools like Grammarly were being flagged by AI detection software, it examines how these popular tools such as Grammarly, EditPad, Writefull, and AI models such as ChatGPT and Microsoft Bing…

This study used corpus-based methodology to analyze what, if any, differences exist in the linguistic complexity of EdD and PhD dissertations in Educational Leadership. The study is conceptually framed around language variation within discipline and genre. The corpus created for this study, DISSCORP, was comprised of 200 dissertations, 100 EdD and…

Estimating the difficulty of reading tests is critical in second language education and assessment. This study was aimed at examining various text features that might influence the difficulty level of a high-stakes reading comprehension test and predict test takers' scores. To this end, the responses provided by 17,900 test takers on the reading…

Introduction: Access to health information is a right for all people. Easy read information is one strategy used to make information accessible for people with intellectual disability. This research explored how easy read is used and the ways accessible information can address access barriers, with a focus on Australian mental health services.…

Trends about lay material quality suggest most college/university students enrolled in kinesiology programs are not taught about readability issues. Such trends are in diametric opposition to future graduates' moral and legal mandate to communicate clearly (e.g., the 2010 U.S. "Plain Writing Act"). Numerous leaders in kinesiology have…

Teachers frequently reach for leveled readers to help facilitate their guided reading groups; however, there can be limits in using these leveled readers. One such limit relates to enjoyment and engagement. An answer to this is using TOON books during guided reading time. TOON books are graphic novel leveled readers and were created in response to…

This study examined the extent to which prior beliefs and reading instructions impacted elements of a reader's mental representation of multiple texts. College students' beliefs about childhood vaccinations were assessed before reading two anti-vaccine and two pro-vaccine texts. Participants in the experimental condition read for the purpose of…

The aim of the study was to examine two types of texts for beginning readers. While leveled readers tend to be widely used by teachers, less well known are Geisel Award books. The Geisel Award is given annually to a high-quality trade book appropriate for beginning readers. This content analysis examined one set of first grade leveled readers and…

Pharmacy students tend to use Wikipedia as a quick resource of knowledge. This study aimed to evaluate the accuracy of content and readability level of Wikipedia articles on chemotherapeutics, using quality and readability tools. Using the British National Formulary (BNF-2018) and ClinicalTrials.gov, we identified 188 chemotherapeutic drugs. We…