Compare the effectiveness of after-school tutoring using certified staff versus high-dosage virtual tutoring via vendors like Tutor.com for struggling third graders.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the effectiveness of after-school tutoring using certified staff versus high-dosage virtual tutoring via vendors like Tutor.com for struggling third graders.
4 real searches · 1 real-search pass
research evidence high dosage tutoring elementary school reading math in-person virtual tutoring randomized studies third gradeGoogle ↗
OBSERVED
National Student Support Accelerator high dosage tutoring evidence virtual tutoring elementary students implementationGoogle ↗
OBSERVED
Tutor.com K-12 high dosage tutoring structured tutoring program elementary school vendorGoogle ↗
OBSERVED
IES What Works Clearinghouse tutoring elementary reading math third grade small group tutoring evidenceGoogle ↗
OBSERVED
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.
Classifying 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
research evidence high dosage tutoring elementary school reading math in-person virtual tutoring randomized studies third grade Google ↗
National Student Support Accelerator high dosage tutoring evidence virtual tutoring elementary students implementation Google ↗
Tutor.com K-12 high dosage tutoring structured tutoring program elementary school vendor Google ↗
IES What Works Clearinghouse tutoring elementary reading math third grade small group tutoring evidence Google ↗
- The Promise of Tutoring for PreK–12 Learning: A Systematic Review and MetaAnalysis of the Experimental Evidence · nssa.stanford.edu
- The Promise of Tutoring for PreK–12 Learning: A Systematic Review and Meta-Analysis of the Experimental Evidence - Andre Nickow, Philip Oreopoulos, Vincent Quan, 2024 · journals.sagepub.com
- The Effects of Virtual Tutoring on Young Readers: Results from a Randomized Controlled Trial · scale.stanford.edu
- Stanford/NSSA Randomized Controlled Trial (23-24) · onyourmarkeducation.org
- Research Brief: Does Virtual BookNook Tutoring Improve Student ELA Achievement? · cepr.harvard.edu
- A Synthesis of Quantitative Research on Programs for Struggling Readers in Elementary Schools - Neitzel - 2022 - Reading Research Quarterly · ila.onlinelibrary.wiley.com
- 24/7 Tutoring and Homework Help for K–12 Students · tutor.com
- High-Dosage Tutoring: Achieve Remarkable Academic Gains with Tutor.com · tutor.com
- High-Dosage Tutoring · nssa.stanford.edu
- National Student Support Accelerator · studentsupportaccelerator.org
- How High-Quality, Small-Group Tutoring Can Accelerate Learning · ies.ed.gov
- J-PAL – Tutoring Evidence Review · povertyactionlab.org
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
research evidence high dosage tutoring elementary school reading math in-person virtual tutoring randomized studies third grade OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
National Student Support Accelerator high dosage tutoring evidence virtual tutoring elementary students implementation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Tutor.com K-12 high dosage tutoring structured tutoring program elementary school vendor OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
IES What Works Clearinghouse tutoring elementary reading math third grade small group tutoring evidence OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |