Self-explanation practice is an effective method to support students in better understanding complex texts. This study focuses on automatically assessing the comprehension strategies employed by readers while understanding STEM texts. Data from 3 datasets (N = 11,833) with self-explanations annotated on different comprehension strategies (i.e.,…

Extracting information through online reading has become second nature to ESL students in higher institutions. Although online reading is indispensable among ESL university students, they lack the ability to read effectively. The present study examines students' metacognitive online reading strategies and how those strategies reflect understanding…

Students in a gateway college science course were assigned to two instructional conditions: explanation-only or augmented instruction. In the explanation-only condition, students wrote explanations for six excerpts from their textbook. The augmented-instruction condition wrote explanations on only four of the excerpts, with the other two serving…

The aim of this study is to examine, in an educational context, the influence of chess training on academic performance (written text comprehension and recall and mathematical problem-solving ability) and on meta-cognitive skills (approach to studying and study strategies availability). A sample of 85 children attending primary school participated…

Technology and engineering functional literacy should be intentionally developed in the school system -- like any other competence, it does not develop spontaneously. For this purpose, a didactic model, the Metacognitive model for developing technology and engineering literacy (McM_T&E), was developed, implemented and evaluated. The results of…

Interactive Strategy Training for Active Reading and Thinking (iSTART) is an intelligent tutoring system that supports reading comprehension through self-explanation (SE) training. This study tested how two metacognitive features, presented in a 2 x 2 design, affected students' SE scores during training. The "performance notification"…

Intelligent tutoring systems for ill-defined domains, such as reading and writing, are critically needed, yet uncommon. Two such systems, the Interactive Strategy Training for Active Reading and Thinking (iSTART) and Writing Pal (W-Pal) use natural language processing (NLP) to assess learners' written (i.e., typed) responses and provide immediate,…

This study investigates how cohesion manifests in readers' thought processes while reading texts when they are instructed to engage in self-explanation, a strategy associated with deeper, more successful comprehension. In Study 1, college students (n = 21) were instructed to either paraphrase or self-explain science texts. Paraphrasing was…

iSTART is an intelligent tutoring system designed to provide self-explanation instruction and practice to improve students' comprehension of complex, challenging text. This study examined the effects of extended game-based practice within the system as well as the effects of two metacognitive supports implemented within this practice. High school…

Reading comprehension is critical in life-long learning as well as in the workplace. In this paper, we describe how multidimensional k-means clustering combined with Bloom's Taxonomy can be used to determine positive and negative cognitive skill sets with respect to reading comprehension tasks. This information could be used to inform environments…

A crucial area in FL reading research is the transfer of reading skills from L1 to FL. Among all the reading skills, comprehension monitoring plays an important role. This study examines relationship between comprehension monitoring outcomes in L1 and FL reading among Chinese learners of English as a foreign language (EFL) with different FL…

A number of authors have presented data that challenge the validity of self-report of strategy use or choice of strategy. We created a multiple-choice measure of students' strategy use based on the work of Kozminsky, E., and Kozminsky, L. (2001), and tested it with three samples as part of a series of studies testing the fit of the DIME model of…

The purpose of this work is to present a comprehensive curricular approach that helps childhood educators empower students as developing thinkers who, by connecting with literature, build a deeper and more robust cultural understanding of themselves and others. Based on a formal content analysis, 44 picture books from and about the Middle East and…

The metacognitive aspects of reading include knowledge about and regulation of the mental processes involved. The knowledge component includes self-knowledge, which is awareness of personal strengths and weaknesses, and task-knowledge, which is awareness of the characteristics of the task and appropriate strategies for dealing with them. The…

A study investigated free recall of information bounded by internally inconsistent sentences compared to the same information in consistent text versions. Data were elicited from 40 undergraduate students enrolled in classes in educational psychology. Subjects were instructed to read one consistent and one inconsistent (containing two propositions…