Neurocognitive Factors in EdTech Intervention Response
Effectiveness and Predictors of Intervention Response for a Technology-based Reading Intervention in the Home
2 other identifiers
interventional
450
1 country
1
Brief Summary
The 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.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for not_applicable
Started Nov 2020
Longer than P75 for not_applicable
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
September 23, 2020
CompletedFirst Posted
Study publicly available on registry
September 29, 2020
CompletedStudy Start
First participant enrolled
November 15, 2020
CompletedPrimary Completion
Last participant's last visit for primary outcome
August 29, 2025
CompletedStudy Completion
Last participant's last visit for all outcomes
August 1, 2026
ExpectedSeptember 2, 2025
August 1, 2025
4.8 years
September 23, 2020
August 29, 2025
Conditions
Outcome Measures
Primary Outcomes (1)
Test of Word Reading Efficiency (TOWRE II), total word reading efficiency (TWRE) measure
The TWRE is a composite of phonemic decoding efficiency (PDE) and sight word efficiency (SWE) -- subtests from the TOWRE II -- these are timed measures of word and nonword reading. The range of scores for the TWRE is 53- 147. Higher scores indicate better performance. Greater change equals better outcome/response.
Assessment is given before and after the intervention, ~12 weeks apart for the primary outcome; the assessment will also be re-administered after a 12 week retention period
Secondary Outcomes (3)
Woodcock Johnson Tests of Achievement (WJ-IV), Letter Word identification (ID) and Word Attack subtests.
Assessment is given before and after the intervention, ~12 weeks apart; the assessment will also be re-administered after a 12 week retention period.
Phonological Awareness (PA), Phonological Memory, (PM) and Rapid Naming (RN), which are composite scores and will be assessed with the Comprehensive Test of Phonological Processing (CTOPP-II)
Assessment is given before and after the intervention, ~12 weeks apart; the assessment will also be re-administered after a 12 week retention period.
EEG measures of phonological discrimination and letter sound processing/integration
Assessment is given before and after the intervention, ~12 weeks apart.
Study Arms (2)
GraphoLearn reading intervention
EXPERIMENTALGraphoLearn is a research-based treatment, delivered as an engaging computer game. Players match auditory targets (e.g., phonemes, rimes) to visual targets (single letters, letter sequences, words). The complexity of the items within each level is ordered such that at each level, the most frequent and regular mappings are introduced first based on measures such as orthographic/phonological neighborhood size and morphological family size. GraphoLearn allows the children to practice and reinforce lessons at their own individual trial pace and provides a record of performance progress that can be used to guide analyses.
Vektor math control
ACTIVE COMPARATORWe selected an active control to maximize the specificity of the treatment outcomes; to this end, math games are among the most commonly used. Game sessions support learning numerical mathematical skills and cognition related to mathematical skills. In addition to math, this game contains training tasks for visuospatial working memory, spatial visualization and visuospatial reasoning. The overall theme of the game and feedback style are similar to those in GraphoLearn.
Interventions
This is an Edtech reading intervention
This is an Edtech math/cognition intervention
Eligibility Criteria
You may qualify if:
- Must be 6.0 to 10.0 years old
- Must be currently enrolled in Healthy Brain Network (HBN)
- Must have a standard score \<85, on the Test of Word Reading Efficiency (TOWRE), Total Word Reading Efficiency (TWRE) composite
- Must have full Scale IQ (FSIQ) on the Wechsler Intelligence Scale for Children (WISC V) \> 75
- Must be a native speaker of English
You may not qualify if:
- Vision or hearing impairment, per the Snellen Test and audiometer measurement
- Moderate to severe autism (levels 2-3)
- Major depressive disorder
- Suicidal or homicidal ideation
- Psychotic disorder
- Manic episode
- Any neurologic impairment that limits the ability to use a keyboard or mouse, or to touch a screen
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- University of Connecticutlead
- Child Mind Institutecollaborator
- Haskins Laboratoriescollaborator
- Georgia State Universitycollaborator
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD)collaborator
Study Sites (1)
Child Mind Institute
New York, New York, 10022, United States
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Nicole Landi, PhD
University of Connecticut
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- NONE
- Masking Details
- The only masking is done at the level of data analysis, as it is readily evident to participants and those monitoring which group the participants are in.
- Purpose
- TREATMENT
- Intervention Model
- PARALLEL
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Professor
Study Record Dates
First Submitted
September 23, 2020
First Posted
September 29, 2020
Study Start
November 15, 2020
Primary Completion
August 29, 2025
Study Completion (Estimated)
August 1, 2026
Last Updated
September 2, 2025
Record last verified: 2025-08
Data Sharing
- IPD Sharing
- Will share
- Shared Documents
- ANALYTIC CODE
- Time Frame
- after study completion
- Access Criteria
- undecided
Consistent with the policies established by one of the principal investigators (PIs), PI Milham and colleagues on the International Neuroimaging Data-sharing Initiative (INDI), all data will be anonymized prior to being placed in the data repository. All phenotypic data collected during the proposed work, including daily GraphoLearn longitudinal training data, will be shared following completion of data collection, which is anticipated to occur prior to the end of year 4. EEG data obtained through the proposed work will be shared through INDI as well.