Large language models (LLMs) offer an opportunity to make large-scale changes to educational content that would otherwise be too costly to implement. The work here highlights how LLMs (in particular GPT-4) can be prompted to revise educational math content ready for large scale deployment in real-world learning environments. We tested the ability…

The Common Core State Standards for English Language Arts and Literacy (CCSS-ELA) were adopted by approximately forty states (though in some cases, with significant revisions). However, researchers are still trying to understand how teachers are implementing the CCSS-ELA at the ground level--that is, in actual ELA classrooms. The CCSS-ELA call for…

Textbook writers, Chinese language teachers, and test designers need to ensure readability of the texts they use or intended to use. They often resort to "expert judgements" based on professional experience rather than apply objective measures. This happens because there is a lack of suitable readability formulas like those established…

This article examines how English as a foreign language learners might be better matched to reading texts using automatic readability analysis. Specifically, I examine how the lexical decoding component of readability might be validated. In Japan, readability has been mostly determined by publishers or by professional reading organizations who…

This study examined the effects of an intervention in writing with digital interactive books. To improve the writing skills of seventh- and eighth-grade students with a learning disability in reading, we conducted a quasi-experimental study in which the students read interactive digital books (i-books), took notes, wrote summaries, and acted as…

What is meant by text complexity is a measurement of how challenging a particular text is to read. There are a myriad of different ways of explaining what makes text challenging to read, from the sophistication of the vocabulary employed to the length of its sentences to even measurements of how the text as a whole coheres. Research shows that no…

This resource is part of a series produced by the Center for Standards and Assessment Implementation (CSAI) to assist teachers and those who support teachers to plan teaching and learning from College and Career Ready Standards (CCRS) for all students, including students with disabilities, English learners, academically at-risk students, students…

Discusses a method for accurately assessing the internal variations in the readability of a book. (TJ)

Six of the most widely used readability scales are briefly reviewed and their original source cited: the Dale-Chall Readability Formula, the Flesch "Reading Ease" Formula, the Fog Index, the Fry Readability Graph, the SMOG Grading Plan, and the Spache Readability Formula. (SJL)

Shows some similarities and differences between readability formulas and leveling procedures and reports some current large-scale uses of readability formulas. Presents a dictionary definition of readability and leveling, and a history and background of readability and leveling. Discusses what goes into determining readability and leveling scores.…

Explores the use of microcomputers in readability calculation. (DF)

Proposes modifying standard readability formulas, such as the Fry and Flesch, by determining which words in a given passage would be taught as vocabulary words. These words are given the value of one syllable. In examples using this method, the readability is reduced from eighth to fourth grade. (KC)

Attempts to determine whether the Raygor graph produces readability estimates compatible with estimates derived from the Fry graph, whether the Raygor graph is less time-consuming, and whether it lends itself to greater computational accuracy. (DD)

This report presents information regarding Zone of Proximal Development (ZPD) guidelines as they relate to the Accelerated Reader program. The report states that a student's zone of proximal development is the range of book readability levels that will challenge a student without causing frustration or loss of motivation. It discusses factors…

This paper on readability begins with a brief discussion of comprehension, including a definition, and then lists factors that influence comprehension, such as knowledge of vocabulary, long passages that are ambiguous, digressions, and unnecessary restatements. The paper then explores readability and presents a graph for estimating readability and…