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Christhilf, Katerina; Newton, Natalie; Butterfuss, Reese; McCarthy, Kathryn S.; Allen, Laura K.; Magliano, Joseph P.; McNamara, Danielle S. – International Educational Data Mining Society, 2022
Prompting students to generate constructed responses as they read provides a window into the processes and strategies that they use to make sense of complex text. In this study, Markov models examined the extent to which: (1) patterns of strategies; and (2) strategy combinations could be used to inform computational models of students' text…
Descriptors: Markov Processes, Reading Strategies, Reading Comprehension, Models
Talwar, Amani; Magliano, Joseph P.; Higgs, Karyn; Santuzzi, Alecia; Tonks, Stephen; O'Reilly, Tenaha; Sabatini, John – Journal of College Reading and Learning, 2023
More knowledge is needed regarding the student factors that impact academic reading and success in college beyond traditional measures of college readiness. This study examined the contributions of student factors specified by the Proficient Academic Reader framework--reading literacy skills, metacognitive reading strategies, and reading…
Descriptors: College Students, Student Characteristics, Reading Strategies, Reading Motivation
Magliano, Joseph P.; Lampi, Jodi P.; Ray, Melissa; Chan, Greta – Grantee Submission, 2020
Coherent mental models for successful comprehension require inferences that establish semantic "bridges" between discourse constituents and "elaborations" that incorporate relevant background knowledge. While it is established that individual differences in the extent to which postsecondary students engage in these processes…
Descriptors: Reading Comprehension, Reading Strategies, Inferences, Reading Tests
Tonks, Stephen M.; Magliano, Joseph P.; Schwartz, John; Kopatich, Ryan D. – Grantee Submission, 2021
In two studies, we explored the associations among situational reading-related competence beliefs and task value, inference strategies, comprehension during reading, and foundational skills in college age students. In Study 1, 93 participants from a community college completed assessments of comprehension and two types of inference strategies…
Descriptors: Inferences, Reading Processes, Reading Strategies, Community Colleges
Higgs, Karyn; Magliano, Joseph P.; Vidal-Abarca, Eduardo; Martínez, Tomas; McNamara, Danielle S. – Discourse Processes: A multidisciplinary journal, 2017
Some individual difference factors are more strongly correlated with performance on postreading questions when the text is not available than when it is. The present study explores if similar interactions occur with bridging skill, which refers to a reader's propensity to establish connections between explicit text during reading. Undergraduates…
Descriptors: Task Analysis, Reading Processes, Reading Strategies, Correlation
Higgs, Karyn; Magliano, Joseph P.; Vidal-Abarca, Eduardo; Martínez, Tomas; McNamara, Danielle S. – Grantee Submission, 2015
Some individual difference factors are more strongly correlated with performance on postreading questions when the text is not available than when it is. The present study explores if similar interactions occur with bridging skill, which refers to a reader's propensity to establish connections between explicit text during reading. Undergraduates…
Descriptors: Correlation, Individual Differences, Undergraduate Students, Reading Processes
Magliano, Joseph P.; Millis, Keith K.; Levinstein, Irwin; Boonthum, Chutima – Metacognition and Learning, 2011
Comprehension emerges as the results of inference and strategic processes that support the construction of a coherent mental model for a text. However, the vast majority of comprehension skills tests adopt a format that does not afford an assessment of these processes as they operate during reading. This study assessed the viability of the Reading…
Descriptors: Reading Comprehension, Sentences, Standardized Tests, Reading Strategies
Kurby, Christopher A.; Magliano, Joseph P.; Dandotkar, Srikanth; Woehrle, James; Gilliam, Sara; McNamara, Danielle S. – Journal of Educational Computing Research, 2012
This study assessed whether and how self-explanation reading training, provided by iSTART (Interactive Strategy Training for Active Reading and Thinking), improves the effectiveness of comprehension processes. iSTART teaches students how to self-explain and which strategies will most effectively aid comprehension from moment-to-moment. We used…
Descriptors: Computer Assisted Testing, Federal Aid, Control Groups, Experimental Groups
Magliano, Joseph P.; Todaro, Stacey; Millis, Keith; Wiemer-Hastings, Katja; Kim, H. Joyce; McNamara, Danielle S. – Journal of Educational Computing Research, 2005
The purpose of this study was to compare the relative effectiveness of live (SERT) and computer-based (iSTART) reading strategy training. Prior to and after training, participants read scientific texts and self-explained after each sentence. They also answered comprehension questions. Students showed improvement in the quality of their…
Descriptors: Reading Strategies, Reading Comprehension, Comparative Analysis, Teaching Methods

Magliano, Joseph P.; Millis, Keith K. – Cognition and Instruction, 2003
Two studies examined the viability of assessing reading strategies using a think-aloud protocol combined with latent semantic analysis (LSA). Findings demonstrated that the responses of less-skilled readers semantically overlapped more with focal sentences than with causal antecedent sentences, whereas skilled readers' responses overlapped with…
Descriptors: College Students, Comparative Analysis, Performance Factors, Predictor Variables