What metrics should I look for when auditing the pedagogical effectiveness of Spanish-English bilingual preschool programs in Southern California?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What metrics should I look for when auditing the pedagogical effectiveness of Spanish-English bilingual preschool programs in Southern California?
3 real searches · 1 real-search pass
California preschool dual language learners assessment guidance Spanish English preschool program quality metrics CDE DLLGoogle ↗
OBSERVEDReason
Head Start dual language learners preschool language assessment home language instructional quality measures CLASS ECERS dual languageGoogle ↗
OBSERVEDInstruction
California preschool dual language immersion program evaluation guidance dual language learners Southern CaliforniaGoogle ↗
OBSERVEDReason
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
California preschool dual language learners assessment guidance Spanish English preschool program quality metrics CDE DLL Google ↗
Head Start dual language learners preschool language assessment home language instructional quality measures CLASS ECERS dual language Google ↗
California preschool dual language immersion program evaluation guidance dual language learners Southern California Google ↗
- Dual language supports for dual language learners? Exploring preschool classroom instructional supports for DLLs' early learning outcomes · doi.org
- Preschool Program Guidelines · cde.ca.gov
- Another important assessment component to consider in dual language programs is measures of children’s bilingual development over time. Examples of measures of bilingual fluency for early childhood include the preLAS: The English Language Proficiency Assessment and preLAS Español for preschoolers (three to four years old) until the first grade. These measures evaluate children’s language fluency and early literacy skills. There also is a version of these assessments for students in grades K–12, · cep.asu.edu
- What Is a Planned Language Approach? · headstart.gov
- Management Bulletin 25-07 · cde.ca.gov
- DLL Guidance and PLIS FAQs · cde.ca.gov
- Dual Language Learners · cdss.ca.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
California preschool dual language learners assessment guidance Spanish English preschool program quality metrics CDE DLL OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Head Start dual language learners preschool language assessment home language instructional quality measures CLASS ECERS dual language OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
California preschool dual language immersion program evaluation guidance dual language learners Southern California OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |