I am looking for peer-reviewed studies or expert reviews on whether Rosetta Stone Spanish subscription cost is justified for achieving C1 professional proficiency.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am looking for peer-reviewed studies or expert reviews on whether Rosetta Stone Spanish subscription cost is justified for achieving C1 professional proficiency.
4 real searches · 1 real-search pass
Rosetta Stone effectiveness independent study peer reviewed Spanish language learning software researchGoogle ↗
OBSERVED
computer assisted language learning systematic review meta-analysis foreign language proficiency speaking writing 2023Google ↗
OBSERVED
CEFR Companion Volume 2020 C1 descriptors professional interaction spoken production writing Council of EuropeGoogle ↗
OBSERVED
Rosetta Stone study university evaluation language learning outcomes independent researchGoogle ↗
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
Rosetta Stone effectiveness independent study peer reviewed Spanish language learning software research Google ↗
computer assisted language learning systematic review meta-analysis foreign language proficiency speaking writing 2023 Google ↗
CEFR Companion Volume 2020 C1 descriptors professional interaction spoken production writing Council of Europe Google ↗
Rosetta Stone study university evaluation language learning outcomes independent research Google ↗
- 10.17161/iallt.v46i1.8552 · doi.org
- Read the full study · journals.ku.edu
- 10.1111/modl.12234\_3 · doi.org
- Read the research through ERIC · eric.ed.gov
- 10.1111/cogs.12385 · doi.org
- PubMed record · pubmed.ncbi.nlm.nih.gov
- 10.1111/flan.12454 · doi.org
- 10.1017/S0958344025100268 · doi.org
- Dialogue-based computer-assisted language learning systems for second language speaking development: A three-level meta-analysis | ReCALL · cambridge.org
- The effectiveness of app‐based language instruction for developing receptive linguistic knowledge and oral communicative ability - Loewen - 2020 - Foreign Language Annals · onlinelibrary.wiley.com
- Read the research report · resources.rosettastone.com
- Read the 2019 report · rosettastone.com
- Evaluating the reading and listening outcomes of beginning‐level Duolingo courses - Jiang - 2021 - Foreign Language Annals · onlinelibrary.wiley.com
- Official CEFR Companion Volume (2020) · rm.coe.int
- CEFR Descriptors - Common European Framework of Reference for Languages (CEFR) · coe.int
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Rosetta Stone effectiveness independent study peer reviewed Spanish language learning software research OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
computer assisted language learning systematic review meta-analysis foreign language proficiency speaking writing 2023 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
CEFR Companion Volume 2020 C1 descriptors professional interaction spoken production writing Council of Europe OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Rosetta Stone study university evaluation language learning outcomes independent research OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |