Looking into the Duolingo English Test validation for HR hiring, is it more reliable than Duolingo regular scoring for corporate compliance?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking into the Duolingo English Test validation for HR hiring, is it more reliable than Duolingo regular scoring for corporate compliance?
3 real searches · 1 real-search pass
Duolingo English Test validity reliability research score interpretation official technical manual institutional use hiringGoogle ↗
OBSERVEDReason
Duolingo app score CEFR English score difference Duolingo English Test officialGoogle ↗
OBSERVEDReason
EEOC employment tests selection procedures language proficiency testing validation job related business necessityGoogle ↗
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 (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 English Test validity reliability research score interpretation official technical manual institutional use hiring Google ↗
Duolingo app score CEFR English score difference Duolingo English Test official Google ↗
EEOC employment tests selection procedures language proficiency testing validation job related business necessity Google ↗
- Duolingo English Test: Technical Manual · duolingo-papers.s3.amazonaws.com
- Is the Duolingo English Test valid? · blog.englishtest.duolingo.com
- Duolingo English Test: Technical Manual · duolingo-papers.s3.amazonaws.com
- Is the Duolingo English Test aligned with the CEFR? · blog.englishtest.duolingo.com
- What is the Duolingo English Test's policy about decertifying results? · testcenter.zendesk.com
- Employment Tests and Selection Procedures · eeoc.gov
- How long are Duolingo English Test results valid? · testcenter.zendesk.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Duolingo English Test validity reliability research score interpretation official technical manual institutional use hiring OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Duolingo app score CEFR English score difference Duolingo English Test official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
EEOC employment tests selection procedures language proficiency testing validation job related business necessity OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |