Between Khan Academy math practice and printed Common Core math help workbooks, which option actually improves standardized test scores faster for middle schoolers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Between Khan Academy math practice and printed Common Core math help workbooks, which option actually improves standardized test scores faster for middle schoolers?
2 real searches · 1 real-search pass
Khan Academy math randomized controlled study middle school standardized test scores workbook paper practice Common Core math intervention study middle schoolGoogle ↗
OBSERVEDReason
What works clearinghouse middle school math practice Khan Academy evidence standardized achievement paper workbooks retrieval practiceGoogle ↗
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). 2 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 randomized controlled study middle school standardized test scores workbook paper practice Common Core math intervention study middle school Google ↗
What works clearinghouse middle school math practice Khan Academy evidence standardized achievement paper workbooks retrieval practice Google ↗
- One Click Away: AI Tutoring with Khanmigo in a Two-Year School Experiment · nber.org
- Khan Academy as Supplemental Instruction: A Controlled Study of a Computer-Based Mathematics Intervention | The International Review of Research in Open and Distributed Learning · irrodl.org
- WWC | Improving Mathematical Problem Solving in Grades 4 Through 8 · ies.ed.gov.qipservices.com
- WWC | Improving Mathematical Problem Solving in Grades 4 Through 8 · ies.ed.gov.qipservices.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Khan Academy math randomized controlled study middle school standardized test scores workbook paper practice Common Core math intervention study middle school OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
What works clearinghouse middle school math practice Khan Academy evidence standardized achievement paper workbooks retrieval practice OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |