Study of the Factor Structure, Profiles, and Concurrent Validity of the Mindset Assessment Profile Tool for Elementary Students

Effects of a Virtually Delivered Reading and Embedded Mindset Intervention on Reading Performance for Fourth-Grader Struggling Readers

The purpose of this study was to examine the effects of a virtual intensive reading intervention embedded with mindset training compared to typical reading instruction in a business-as-usual (BAU) condition delivered to fourth grade students with or at-risk for reading disabilities. After screening, the 59 participants were stratified and assigned randomly to condition. Highly trained interventionists delivered the intervention one-to-one with high fidelity and student engagement during the intensive intervention. Classroom teachers delivered the BAU. We examined the effects of the intervention on a variety of standardized timed and untimed measures of word reading and decoding, reading fluency, comprehension, and mindset. We addressed two research questions: What are the effects of intensive virtual reading intervention embedded with mindset training relative to a business-as-usual comparison (BAU) on the reading outcomes of fourth grade students with or at-risk for reading disabilities? Was initial mindset related to student response to intervention? Data analyses examined the main effect and moderation using linear mixed effects models. Significant differences in reading favored the virtual treatment condition for letter and word identification (g = 0.38). No other significant effects were observed. We note limitations in our study and offer directions for future research, including the need to explore additional moderators.

Heterogeneity in Reading Achievement and Mindset of Readers with Reading Difficulties

Recent research has focused on evaluating the relation between mindset and reading achievement. We used exploratory factor mixture models (E-FMMs) to examine the heterogeneity in reading achievement and mindset of 650 fourth graders with reading difficulties. To build E-FMMs, we conducted confirmatory factor analyses to examine the factor structure of scores of (a) mindset, (b) reading, and (c) mindset/reading combined. Our results indicated (a) a 2-factor model for mindset (General Mindset vs. Reading Mindset), (b) a 2-factor model for reading (Word Reading vs. Comprehension; four covariances), and (c) a combined model with significant correlations across mindset and reading factors. We ran E-FMMs on the combined model. Overall, we found three classes of students. We situate these results within the existing literature and discuss implications for practice and research.

A Cumulative Risk and Resilience Model of Dyslexia

Considerable attention and legislation are currently focused on developmental dyslexia. A major challenge to these efforts is how to define and operationalize dyslexia. In this article, we argue that rather than defining dyslexia on the basis of an underlying condition, dyslexia is best viewed as a label for an unexpected reading disability. This view fits well with a preventive approach in which risk for reading disability is identified and addressed prior to children experiencing reading failure. A risk-resilience model is introduced that proposes that dyslexia is due to the cumulative effects of risk and resilience factors. Evidence for the multifactorial causal basis of dyslexia is reviewed and potential factors that may offset this risk are considered. The implications of a cumulative risk and resilience model for early identification and intervention is discussed.