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.

Teacher Vocabulary Use and Student Language and Literacy Achievement.

PURPOSE: We sought to examine second grade teachers' word use throughout the school day to identify the amount and type of teacher vocabulary use across content areas as well as to examine relationships between this teacher talk and student language and literacy achievement. METHOD: Second grade teachers (n = 64) and a random sample of half of their students (n = 619) participated. Teachers recorded instruction during the school day throughout the year, and students were assessed on vocabulary, grammar, and reading measures in the fall and spring. RESULTS: Findings reveal second grade students hear thousands of words spoken by the teacher each hour of the school day, including more than a thousand different words per hour on average. The large majority of words were the most common words in the English language. On average, there were few academic or curriculum vocabulary words used, but this varied widely between teachers. The proportion of academic words used by teachers during the school day significantly predicted students' end-of-year vocabulary. Teachers who used more academic words had students with higher vocabulary achievement at the end of the school year. There were no other significant relationships between teachers' language and student achievement. CONCLUSIONS: This correlational evidence adds to the existing knowledge of the importance of academic language to student school outcomes and provides implications for further research in the area of academic language at the early elementary level.

What We Know and Need to Know about Literacy Interventions for Elementary Students with Reading Difficulties and Disabilities, including Dyslexia.

The purpose of this paper is to describe what we know and what we still need to learn about literacy intervention for children who experience significant difficulties learning to read. We reviewed 14 meta-analyses and systematic reviews of experimental and quasi-experimental studies published in the last decade that examined the effects of reading and writing interventions in the elementary grades, including research focused on students with reading difficulties and disabilities, including dyslexia. We attended to moderator analyses, when available, to further refine what we know and need to learn about interventions. Findings from these reviews indicate that explicit and systematic intervention focusing on the code and meaning dimensions of reading and writing, and delivered one-to-one or in small groups, are likely to improve foundational code-based reading skills, and to a lesser extent, meaning-based skills, across elementary grade levels. Findings, at least in the upper elementary grades, indicate that some intervention features including standardized protocols, multiple components, and longer duration can yield stronger effects. And, integrating reading and writing interventions shows promise. We still need to learn more about specific instructional routines and components that provide more robust effects on students' ability to comprehend and individual differences in response to interventions. We discuss limitations of this review of reviews and suggest directions for future research to optimize implementation, particularly to understand for whom and under what conditions literacy interventions work best.

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 meta-analysis of the effects of foundational skills and multicomponent reading interventions on reading comprehension for primary-grade students.

This meta-analysis examined the effects on reading comprehension of foundational reading skills and multicomponent reading interventions provided to students with or at risk for reading difficulties or disabilities (students with RDs) in kindergarten through Grade 3. The meta-analysis included studies identified by Wanzek et al. (2016) and Wanzek et al. (2018), with an updated search through August of 2019, for a total of 47 included studies (m = 112; total student N = 7446). The weighted average effect on norm-referenced reading comprehension outcomes was estimated as g = 0.37, indicating that primary-grade interventions have an educationally meaningful effect on reading comprehension for students with RDs. Effects did not differ for interventions focused only on foundational reading skills and those that provided both foundational skills and comprehension instruction. Effects were significantly moderated by the measurement timepoint, with follow-up effect sizes being, on average, 0.16 smaller than immediate posttest effect sizes.

Effects of Reading Interventions Implemented for Upper Elementary Struggling Readers: A Look at Recent Research.

In this study, we conducted a review of reading intervention research (1988-2019) for upper elementary struggling readers and examined intervention area (e.g., foundational, comprehension, or multicomponent) and intensity (e.g., hours of intervention, group size, and individualization) as possible moderators of effects. We located 33 studies containing 49 treatment-comparison contrasts, found small effects for foundational reading skills (g = 0.22) and comprehension (g = 0.21), and decreased effects when considering standardized measures only. For intervention area, only multicomponent interventions predicted significant effects for both comprehension and foundational outcomes. For intensity, we did not find systematic evidence that longer or individualized interventions were associated with larger effects. However, interventions implemented in very small groups predicted larger comprehension outcomes. Overall, more research examining the quality of school provided reading instruction and how the severity of reading difficulties may impact effects of more intensive interventions is needed.

Establishing a Reading Mindset Measure: A Validation Study.

Much attention has been given to the development and validation of measures of growth mindset and its impact on learning, but the previous work has largely been focused on general measures of growth mindset. The present research was focused on establishing the psychometric properties of a Reading Mindset (RM) measure among a sample of upper elementary school students and validating the measure via its relations with standardized measures of word reading and comprehension. The RM measure was developed to capture student beliefs about their ability, learning goals, and effort during reading. Item Response Theory (IRT) was used to select items that optimally measured the RM measure from a pool of existing items from previous research (Petscher et al., 2017). The final five-item RM measure predicted reading comprehension outcomes above and beyond the effects of word reading, indicating that this measure may be an important tool for diagnosing non-cognitive areas of improvement for developing readers. The implications, limitations, and future directions for expanding upon the measure were discussed.

Linguistic Predictors of Single-Word Spelling in First Grade Students with Speech and/or Language Impairments.

The purpose of this study was (a) to compare the single-word spelling performance of first graders across four groups that varied by speech and language status; and (b) to determine the linguistic predictors of first-grade spelling for children with speech and/or language impairment compared to children with typical development. First grade children (N = 529) completed measures of spelling, early word reading, expressive vocabulary, phonological awareness, and morphosyntactic knowledge. Children with language impairment, with or without speech impairments, demonstrated lower spelling performance than children with typical development; children with speech impairment only did not differ from children with typical development. Additionally, early word reading and phonological awareness predicted spelling performance, regardless of group. Study findings indicate that language status, but not speech status, is a risk factor for low spelling performance in first grade, and that first grade spelling instruction should focus on developing early word reading and phonological awareness.

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

This study explored the underlying latent structure of items on the Mindset Assessment Profile (MAP) tool, explore whether subgroups of students exist based on the latent structure of MAP items, and test whether subgroups were differentiated on standardized measures of reading comprehension, vocabulary, and word reading. Participants included 431 fourth grade students. Confirmatory factor analysis revealed that a three-factor model provided the most parsimonious fit to the data. Results of exploratory finite mixture model analysis with auxiliary regression suggested five classes of students with the students categorized as Growth Mindset - High Effort profile, having the highest, observed reading comprehension (M = 451.98, SD = 38.88) and vocabulary (M = 454.37, SD = 34.74) scores. By contrast, students categorized as Fixed Mindset - Higher Effort had the lowest observed reading comprehension and vocabulary scores. Limitations and directions for future research, and implications for using MAP assessment to inform intervention are discussed.

Comparing the Effects of Reading Intervention Versus Reading and Mindset Intervention for Upper Elementary Students With Reading Difficulties.

The primary purpose of this study was to examine the effects of providing mindset intervention in addition to reading intervention compared with only reading intervention for fourth graders with reading difficulties. Reading intervention was provided daily in 45 min sessions throughout the school year. Mindset intervention occurred in small groups for 24-30 min lessons. Multilevel structural equation modeling (SEM) via n-level SEM was used to account for the latent variable representation of constructs, and the complex nesting and cross-classification structure of the data. Students in the reading intervention plus mindset condition significantly outperformed the business as usual condition on nonword reading (d = 0.35) as did students in the reading intervention condition (d = 0.20), who also outperformed the business as usual condition on phonological processing (d = 0.28). There were no significant differences among students in the three conditions on nonword reading, word reading, phonological processing, reading comprehension, or growth mindset. Initial reading achievement, mindset, and problem behavior did not generally moderate these findings.

The Relationship Between Study Quality and the Effects of Supplemental Reading Interventions: A Meta-Analysis.

Empirical studies investigating supplemental reading interventions for students with or at-risk for reading disabilities in the early elementary grades have demonstrated a range of effect sizes. Identifying the findings from high quality research can provide greater certainty of findings related to the effectiveness of supplemental reading interventions. This meta-analysis investigated how four variables of study quality (study design, statistical treatment, Type I error, and fidelity of implementation) were related to effect sizes from standardized measures of foundational reading skills and language/comprehension. The results from 88 studies indicated that year of publication was a significant predictor of effect sizes for both standardized measures of foundational reading skills and language/comprehension, with more recent studies demonstrating smaller effect sizes. Results also demonstrated that with the exception of research design predicting effect sizes on foundational reading skills measures, study quality was not related to the effects of supplemental reading interventions. Implications for research and practice are discussed.

Class Percentage of Students With Reading Difficulties on Content Knowledge and Comprehension.

We examined the efficacy of a content acquisition and reading comprehension intervention implemented in eighth-grade social studies classrooms. Using a within-teacher randomized control design, 18 eighth-grade teachers' social studies classes were randomly assigned to a treatment or comparison condition. Teachers taught all their classes (treatment and comparison) using the same content; however, in the treatment classes, teachers used instructional practices that included comprehension canopy, essential words, knowledge acquisition, and team-based learning. Students with reading comprehension difficulties in the treatment classes (n = 359) outperformed students with reading comprehension difficulties in the comparison classes (n = 331) on measures of content knowledge acquisition and content reading comprehension but not general reading comprehension. In addition, the proportion of students with reading comprehension difficulties in classes moderated outcomes for content knowledge acquisition and content reading comprehension.

Relations between Reading and Writing: A Longitudinal Examination from Grades 3 to 6.

We investigated developmental trajectories of and the relation between reading and writing (word reading, reading comprehension, spelling, and written composition), using longitudinal data from students in Grades 3 to 6 in the US. Results revealed that word reading and spelling were best described as having linear growth trajectories whereas reading comprehension and written composition showed nonlinear growth trajectories with a quadratic function during the examined developmental period. Word reading and spelling were consistently strongly related (.73 ≤ rs ≤ .80) whereas reading comprehension and written composition were weakly related (.21 ≤ rs ≤ .37). Initial status and linear slope were negatively and moderately related for word reading (-.44) whereas they were strongly and positively related for spelling (.73). Initial status of word reading predicted initial status and growth rate of spelling; and growth rate of word reading predicted growth rate of spelling. In contrast, spelling did not predict word reading. When it comes to reading comprehension and writing, initial status of reading comprehension predicted initial status (.69), but not linear growth rate, of written comprehension. These results indicate that reading-writing relations are stronger at the lexical level than at the discourse level and may be a unidirectional one from reading to writing at least between Grades 3 and 6. Results are discussed in light of the interactive dynamic literacy model of reading-writing relations, and component skills of reading and writing development.

Current Evidence on the Effects of Intensive Early Reading Interventions.

Many students at risk for or identified with reading disabilities need intensive reading interventions. This meta-analysis provides an update to the Wanzek and Vaughn synthesis on intensive early reading interventions. Effects from 25 reading intervention studies are analyzed to examine the overall effect of intensive early reading interventions as well as relationships between intervention and student characteristics related to outcomes. The weighted mean effect size (ES) estimate (ES = 0.39), with a mean effect size adjusted for publication bias (ES = 0.28), both significantly different from zero, suggested intensive early reading interventions resulted in positive outcomes for early struggling readers in kindergarten through third grades. There was no statistically significant or meaningful heterogeneity in the study-wise effect sizes. Exploratory examination of time in intervention, instructional group size, initial reading achievement, and date of publication are provided.

Theorization and an Empirical Investigation of the Component-Based and Developmental Text Writing Fluency Construct.

We discuss a component-based, developmental view of text writing fluency, which we tested using data from children in Grades 2 and 3. Text writing fluency was defined as efficiency and automaticity in writing connected texts, which acts as a mediator between text generation (oral language), transcription skills, and writing quality. We hypothesized that in the beginning phase, text writing fluency would be largely constrained by transcription skills (spelling and handwriting), while at a later phase, oral language would make an independent contribution to text writing fluency. Furthermore, we hypothesized that text writing fluency would have a stronger relationship with writing quality at a later phase than at an earlier phase. We operationalized text writing fluency using two curriculum-based measurement writing scores: percentage correct word sequences and correct minus incorrect word sequences. Results revealed that in Grade 2, only transcription skills were uniquely related to text writing fluency, whereas in Grade 3, oral language was also related to text writing fluency. Text writing fluency was weakly related to writing quality in Grade 2 but strongly related to writing quality in Grade 3, over and above oral language and transcription skills. In both grades, oral language and handwriting fluency were independently related to writing quality. Theoretical and practical implications are discussed.

Examining How Treatment Fidelity Is Supported, Measured, and Reported in K-3 Reading Intervention Research.

Treatment fidelity data (descriptive and statistical) are critical to interpreting and generalizing outcomes of intervention research. Despite recommendations for treatment fidelity reporting from funding agencies and researchers, past syntheses have found treatment fidelity is frequently unreported (e.g., Swanson, The Journal of Special Education, 47, 3-13, 2011) in educational interventions and fidelity data are seldom used to analyze its relation to student outcomes (O'Donnell, Review of Educational Research, 78(1), 33-84, 2008). The purpose of this synthesis was to examine how treatment fidelity is supported, measured, and reported in reading intervention studies conducted with students at risk or with reading difficulties in grades K-3 from 1995 through 2015. All studies (k = 175) were coded to extract and classify information related to (a) the characteristics of the intervention study (e.g., publication year, research design); (b) treatment implementer training and support; (c) treatment fidelity data collection procedures, dimensions (i.e., adherence, quality, receipt, dosage, and differentiation), and levels of treatment fidelity data; and (d) the use of fidelity scores in the analysis of treatment effects. Results indicated that less than half (47%) of the reading intervention studies synthesized reported treatment fidelity data (numeric or narrative). Exploratory analyses showed that several study features were associated with the prevalence of fidelity reporting. Studies reporting treatment fidelity largely measured treatment adherence, and scores were, on average, high. Other dimensions of treatment fidelity (e.g., treatment differentiation), and analyses relating fidelity data to outcomes, were consistently absent from the corpus of reading intervention studies reviewed. Recommendations for enhancing how treatment fidelity data in intervention studies are collected and reported are presented.

Writing Evaluation: Rater and Task Effects on the Reliability of Writing Scores for Children in Grades 3 and 4.

We examined how raters and tasks influence measurement error in writing evaluation and how many raters and tasks are needed to reach a desirable level of .90 and .80 reliabilities for children in Grades 3 and 4. A total of 211 children (102 boys) were administered three tasks in narrative and expository genres, respectively, and their written compositions were evaluated in widely used evaluation methods for developing writers: holistic scoring, productivity, and curriculum-based writing scores. Results showed that 54% and 52% of variance in narrative and expository compositions were attributable to true individual differences in writing. Students' scores varied largely by tasks (30.44% and 28.61% of variance), but not by raters. To reach the reliability of .90, multiple tasks and raters were needed, and for the reliability of .80, a single rater and multiple tasks were needed. These findings offer important implications about reliably evaluating children's writing skills, given that writing is typically evaluated by a single task and a single rater in classrooms and even in state accountability systems.

The Impact of Transcription Writing Interventions for First-Grade Students.

We examined the effects of transcription instruction for students in first grade. Students in the lowest 70% of the participating schools were selected for the study. These 81 students were randomly assigned to: (a) spelling instruction, (b) handwriting instruction, (c) combination spelling and handwriting instruction, or (d) no intervention. Intervention was provided in small groups of 4 students, 25 min a day, 4 days a week for 8 weeks. Students in the spelling condition outperformed the control group on spelling measures with moderate effect sizes noted on curriculum-based writing measures (e.g., correct word sequence; g range = 0.34 to 0.68). Students in the handwriting condition outperformed the control group on correct word sequences with small to moderate effects on other handwriting and writing measures (g range = 0.31 to 0.71). Students in the combined condition outperformed the control group on correct word sequences with a small effect on total words written (g range = 0.39 to 0.84).

Elementary Students' Use of Dialect and Reading Achievement: Examining Students with Disabilities.

Nonmainstream American English, or dialect, among children may have important implications for reading research and practice. However, much of the research involving relations between dialect and literacy has analyzed dialect use in only one context and has omitted students with speech, language, and learning disabilities. Consequently, we examined dialect use in an oral narrative and two writing samples in relation to concurrent and longitudinal reading outcomes in a diverse sample of students, including those with diagnosed disabilities. Overall, most students used features of dialect in oral and written language. Dialect use was significantly and negatively predictive of reading outcomes the same year and 2 years later. Moderator analyses indicated a similar relationship between dialect use and reading for students with speech, language, and learning disabilities, suggesting that students with these disabilities who also use dialect may be at increased risk for reading difficulties. Implications for practice and future research are provided.

A Synthesis of Reading and Spelling Interventions and Their Effects on Spelling Outcomes for Students With Learning Disabilities.

Spelling is one of the most challenging areas for students with learning disabilities (LD), and improving spelling outcomes for these students is of high importance. In this synthesis, we examined the effects of spelling and reading interventions on spelling outcomes for students with LD in Grades K through 12. A systematic search of peer-reviewed literature published between 2004 and 2014 was conducted using electronic databases and hand searches of relevant journals. To be eligible for inclusion, studies had to meet the following criteria: (a) Participants were identified with LD and were in Grades K through 12, (b) designs were either treatment/comparison or single case, (c) a reading or spelling intervention was implemented, (d) at least one spelling outcome was measured, and (e) instruction was in English. Ten studies met criteria for inclusion in the synthesis, and effectiveness ranged from ineffective to highly effective. Findings demonstrated that spelling outcomes for taught words were improved for students with LD with the use of explicit instruction or self-correction strategies.