The Role of Knowledge Retrieval in Inference-making
Reading DisabilityReading ProblemThis project will (a) examine the relationship between knowledge retrieval and inferencing; (b) determine the effectiveness of an intervention that improves knowledge retrieval and inferencing among struggling readers; and (c) expand research opportunities for undergraduates. The research design uses 316 struggling readers in grades 4-6 of diverse backgrounds. The effects of knowledge retrieval (accuracy and speed) on inferencing will be modeled without dichotomizing the distribution. Linear mixed effect models will be fit to determine whether reader characteristics make unique contributions to inferencing across the posttest and follow-up data collection time points. First, several structural models will be considered as students may be nested in teachers, schools, and tutors. Unconditional models will estimate the intraclass correlation for each level of the study design. If significant interclass correlations emerge, multilevel models will be fit to evaluate the effectiveness of the intervention while controlling for covariates such as pre-test performance on inference-related measures and child-attributes such as English learner status. The primary analysis plan assumes an intent-to-treat model in which the efficacy of two intact conditions will be tested. Effect sizes will be estimated to report the magnitude of difference between the two conditions. Expected outcomes include (a) the identification of a method that effectively facilitates knowledge retrieval and the application of relevant knowledge to form inferences among elementary struggling readers from diverse backgrounds; (b) the validation of an intervention that teaches struggling readers how to activate, retrieve, and interweave relevant knowledge with information in the text and accurately form inferences while reading that can be broadly implemented in general education classrooms; and (c) expansion of undergraduate research opportunities, particularly among students from diverse backgrounds who have been historically underserved.
Neurofeedback Intervention for Reading Deficits in Subacute Stroke
StrokeDyslexia1 moreThe overall goal of this project is to advance a biologically-based approach to treatment of reading disorders after stroke, which will expand the limits of cognitive rehabilitation. Using a novel brain imaging technique, called real-time functional magnetic resonance imaging (fMRI) neurofeedback combined with right hand motor imagery, this project will re-instate brain activity in the left language-dominant hemisphere. Stroke patients will practice modulating their own brain activity using fMRI neurofeedback signal and will select the most effective mental strategies that help them maintain brain activation patterns associated with better reading recovery.
Interventions for Reading Disabilities in NF1
Neurofibromatosis Type 1Learning Disability2 moreNeurofibromatosis Type 1 (NF1) is a common genetic disorder that is associated with a four times greater risk of learning disabilities, including reading disabilities, and a deficiency of neurofibromin - a protein important in a signaling pathway that regulates learning and memory. Our previous work (NS49096) demonstrated that school-age children with NF+RD can respond to standard phonologically-based reading tutoring originally developed to treat reading disability in the general population. Combining our work with that by other researchers suggesting that a medication (Lovastatin) may counteract the effects of the deficient neurofibromin, and possibly ameliorate learning disabilities in NF1, the investigator propose to examine the synergistic effects of medication plus reading tutoring.
Neurofunctional Correlates of the Behavioral Modifications Associated With Tachidino in Children...
DyslexiaDevelopmentalDevelopmental dyslexia (DD) is the most common learning disorder. Multiple cognitive and sensory domains contribute to the etiology of DD and develop before reading acquisition. Atypical brain functional responses and structural features have been found in the reading developing circuitry. Treatments addressing visual-spatial attention and motion perception (Visual Attention Training; VAT) are among the most effective interventions in Italian children with DD. The VAT seems to improve the efficiency of the visual attention system and the magnocellular (M) pathway which is crucial for learning to read. Evidence for impaired M function in subjects with DD in the visual striate and extra-striate cortex have been reported. How these treatments affect the brain functionality is still not clear. Since DD has a neurobiological basis, it is important to deeply investigate atypical functional responses and structural features in reading-related areas, and to understand how treatments operate at the neuronal level. A growing number of studies investigates structural and functional measures in neurodevelopmental disorders by using high-resolution MRI at high field (3T and 7T). Similarly, several studies examine the effects of different types of reading training upon brain activity. Better understanding of the relationship between structural/functional abnormalities and DD could disentangle the causes of reading difficulties and helps in developing effective treatments. The significance of this study is twofold: 1) NEURAL CORRELATES OF TREATMENT: The investigators expect TACHIDINO to specifically affect the underlying neurophysiological functioning which influences reading skills in children with DD; 2) BRAIN SIGNATURES: As integrated multi-domain data (behavioral and brain imaging) are complementary to each other, they could enhance the possibility to find unique treatment/brain functioning combinations to evaluate the effectiveness of intervention and to predict the treatment response.
V5/MT Stimulation on Reading and Reading-related Measures in Developmental Dyslexia
Developmental DyslexiaThe present study grounds on the absence of evidence-based treatment in individuals with developmental dyslexia (DD). At this topic, the present study will explore the potential effect of transcranial direct current stimulation (tDCS) over left hemispheric direct Lateral Geniculate Nucleus (LGN)-V5/MT pathway, cerebral areas usually disrupted in individuals with DD. The investigators hypothesized that active tDCS over V5/MT will boost reading skills in children and adolescents with DD. On the contrary, sham (placebo condition) tDCS over V5/MT or active (control condition) tDCS over V1 will not have significant effect in improving reading skills. Further, both active and sham tDCS will be safe and well tolerated.
Efficacy of rTMS as an Adjunct to AI Enabled Remedial Intervention in Children With Dyslexia
DyslexiaSpecific Learning Disability1 moreDyslexia is the most common neurobehavioral disorder affecting children, with prevalence rates ranging from 17.5% to 21%. Studies have shown incomplete response to remediation and behavioural therapies in children with dyslexia. Evidence from neuroimaging studies as well as neuromodulation studies supporting a neurobiological basis of dyslexia is extensive according to which under-activation and poor connectivity in the underlying pathways for language and reading is the primary pathophysiology underlying reading difficulties. Evidence from studies on neuromodulation have shown that by combining remedial intervention with neuromodulation there is a synergistic effect through the mechanism of long term potentiation. In view of the above mentioned our study aims to investigate the role of Hf rTMS as an adjunct to AI enabled remedial intervention in children with dyslexia in improving their reading abilities.
Noninvasive Brain Stimulation to Enhance Reading Comprehension Ability in Adults
Reading DisabilityThe goal of this project is to address the urgent need for effective, scalable adult literacy interventions by integrating breakthroughs in two separate fields: 1.) the brain network science of resilience to reading disorders and 2.) high-definition non-invasive brain network stimulation. This study will first establish the efficacy of a novel, noninvasive stimulation protocol on reading behavior and brain metrics; then will determine how stimulation-induced effects interact with baseline reading comprehension ability; and lastly, will identify whether stimulation-induced effects are more clinically-beneficial than canonical behavioral interventions. Results may foundationally change how we treat low adult literacy, and have the potential for wider reaching impacts on non-invasive stimulation protocols for other clinical disorders.
Neurocognitive Factors in EdTech Intervention Response
Reading DisabilityThe current project will carry out a large-scale, randomized controlled trial (RCT) to examine the effectiveness of a home-administered technology-based treatment for reading disability (GraphoLearn) in a diagnostically diverse children with reading disability (ages 6.0-10.00). To accomplish this rapidly and with minimal cost, the experimenters will leverage the Healthy Brain Network [HBN], an ongoing study of mental health and learning disorders in children ages 5.0-21.0 whose family have one or more concerns about behavior and/or learning (target n = 10,000; current enrollment = 3000+). The HBN includes comprehensive psychiatric, cognitive, electroencephalogram [EEG] and multimodal magnetic resonance imaging [MRI] characterizations for all participants, providing the present work rich data to build from. The present work will recruit 450 children (ages 6.0-10.0) with reading difficulty from the HBN. In order to evaluate GraphoLearn effectiveness the experimenters will compare reading (and related language skills) before and after a 12-week GraphoLearn reading intervention relative to an active (math) control. The experimenters also assess the stability of the reading gains by including a 12 week retention period ( with pre and post retention assessment). The experimenters hypothesize that they will observe significant gains in reading (and related language) skills relative to the math control conditions, but that these gains will be variable and predicted by participant and environment level factors (predictive models are explored under Aim 2). This evaluation will involve a 3 to 4 visit between groups longitudinal study with cross over elements to evaluate GraphoLearn in struggling readers ages 6-10 using and pre-post behavioral and EEG assessment.
Efficacy of a Two-Year Intensive Reading Intervention for Middle School English Learners With Reading...
Learning DisordersDyslexiaThis study investigates the efficacy of a reading comprehension intervention for English learners in Grades 6 and 7 with reading difficulties. Building on previous intervention studies conducted with students in Grades 4 through 8 over the past 10 years, the investigators utilize a longitudinal, double-cohort design utilizing a randomized control trial assigning students to supplemental reading intervention (RISE) or a no intervention "business as usual" (BAU) comparison condition (i.e., Cohort 1 - Years 1 and 2; 205 students in treatment and 205 in control condition; Cohort 2 - Years 3 and 4; 205 students in treatment and 205 in control condition; total 410 in each condition). Students in each cohort will be treated for 2 years (i.e., 6th and 7th grades or 7th and 8th grades). The primary outcome is reading comprehension. The investigators hypothesize that participants receiving the RISE intervention will outperform those receiving BAU instruction across reading-related elements, including word reading, fluency, and comprehension at end of year two of treatment.
Reading Remediation and Outcomes in Detention
Specific Learning Disorder (MeSH Unique ID: D000067559)Dyslexia (MeSH Unique ID: D004410)1 moreThe current literature on academic skill difficulties, whether considered as part of the continuum of ability or as a specific learning disability (LD), indicates that these problems often coexist with conduct problems and juvenile delinquency, and are risk factors for initial law-breaking behavior and for its persistence. However, less is understood about how this relationship develops. It is these broad questions that this project seeks to address. First, what is the causal pathway? Does LD cause delinquency, delinquency cause LD, or are both caused by something else? And can big data analytics applied to statewide datasets of information about juvenile justice (JJ) involvement help to answer this question? Second, as it is known that learning to read and do math (and thus becoming more employable) increases the likelihood of desistance (i.e., not committing any more illegal acts), what are the necessary parts of an intervention designed to teach these skills? And what role might technology play in such an intervention? To answer these questions, we will implement a study that includes two components, (a) a big data component and (b) an intervention component. For (a), we will work with a large historical dataset from the Harris County Juvenile Probation Department. For (b), we will work, in total, with 192 (48 per year) delinquent youth with severe LD in residential placement. These individuals, in a nonconcurrent multiple baseline design, will be offered an educational therapy designed to address severe reading problems in juvenile detainees using a novel mixed media intervention in which the person-to-person intensive 1:1 component is completed while youth are in residential settings (24 sessions, delivered in 90 minute settings 3 times a week) and a "gamified" educational smartphone learning tool follow-up completed upon release (with appropriate network fidelity monitoring and participant reinforcement). The person-to-person component is developed specifically for juvenile offenders with severe LD, combining two well-established and highly-regarded intervention programs designed to systematically build students' repertoire of grapheme-phoneme correspondence rules as well as develop comprehensive reading skills, from beginning reading to proficiency.