How effective is the Duolingo ABC app for supplementing Orton-Gillingham reading instruction for struggling first-grade readers?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How effective is the Duolingo ABC app for supplementing Orton-Gillingham reading instruction for struggling first-grade readers?
3 real searches · 1 real-search pass
Duolingo ABC research efficacy literacy app study phonics systematic instruction evidence first grade struggling readersGoogle ↗
OBSERVEDReason
Duolingo ABC app curriculum features phonics decodable books research evaluationGoogle ↗
OBSERVEDReason
Orton Gillingham evidence systematic review dyslexia reading instruction evidenceGoogle ↗
OBSERVEDInstruction
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Duolingo ABC research efficacy literacy app study phonics systematic instruction evidence first grade struggling readers Google ↗
Duolingo ABC app curriculum features phonics decodable books research evaluation Google ↗
Orton Gillingham evidence systematic review dyslexia reading instruction evidence Google ↗
- Learn to Read - Duolingo ABC App · apps.apple.com
- Duolingo ABC · abc-stage.duolingo.com
- Learn to Read: Duolingo ABC Review · cms.phonics.org
- Duolingo ABC · abc-stage.duolingo.com
- The Duolingo Method for App-based Teaching and Learning · duolingo-papers.s3.amazonaws.com
- Current State of the Evidence: Examining the Effects of Orton-Gillingham Reading Interventions for Students With or at Risk for Word-Level Reading Disabilities. · pubmed.ncbi.nlm.nih.gov
- Current State of the Evidence: Examining the Effects of Orton-Gillingham Reading Interventions for Students With or at Risk for Word-Level Reading Disabilities · pmc.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Duolingo ABC research efficacy literacy app study phonics systematic instruction evidence first grade struggling readers OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Duolingo ABC app curriculum features phonics decodable books research evaluation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Orton Gillingham evidence systematic review dyslexia reading instruction evidence OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |