As a local business owner sponsoring a community league, I need to know whether Khan Academy math practice or standard Common Core math help is better for struggling fourth graders.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
As a local business owner sponsoring a community league, I need to know whether Khan Academy math practice or standard Common Core math help is better for struggling fourth graders.
2 real searches · 1 real-search pass
Khan Academy math practice evidence elementary students struggling math fourth grade study effectivenessGoogle ↗
OBSERVEDConsequence
What works clearinghouse elementary mathematics intervention struggling students explicit instruction formative assessment practice Common CoreGoogle ↗
OBSERVEDComparison
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Khan Academy math practice evidence elementary students struggling math fourth grade study effectiveness Google ↗
What works clearinghouse elementary mathematics intervention struggling students explicit instruction formative assessment practice Common Core Google ↗
- Computer-assisted learning in the real world: How Khan Academy influences student math learning · pubmed.ncbi.nlm.nih.gov
- Even small amounts of online math practice can improve skills · news.stanford.edu
- WWC | Assisting Students Struggling with Mathematics: Intervention in the Elementary Grades · ies.ed.gov
- WWC | Assisting Students Struggling with Mathematics: Response to Intervention (RtI) for Elementary and Middle Schools · ies.ed.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Khan Academy math practice evidence elementary students struggling math fourth grade study effectiveness OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
What works clearinghouse elementary mathematics intervention struggling students explicit instruction formative assessment practice Common Core OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |