What percentage of students typically drop out versus graduate, and what do coding bootcamp graduation success rates actually tell us about the curriculum quality?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What percentage of students typically drop out versus graduate, and what do coding bootcamp graduation success rates actually tell us about the curriculum quality?
2 real searches · 1 real-search pass
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
coding bootcamp graduation rate dropout rate CIRR outcomes graduation completion rate 2024 Google ↗
coding bootcamp completion rates study dropout rates curriculum quality graduation rate limitations Google ↗
- Who’s coding? An analysis of UK bootcamp experiences and outcomes - Kate M. Miltner, Gitit Kadar-Satat, Emily Ashton, Lauren Scorer, 2026 · journals.sagepub.com
- Evaluation of Skills Bootcamps - 2022 to 2023 (Wave 3) completions and outcomes report · dera.ioe.ac.uk
- Evaluation of Skills Bootcamps - 2021–22 (Wave 2) Completions & Outcomes Report · files.eric.ed.gov
- Explore Verified Coding Bootcamp Outcomes · cirr.org
- Make Informed Decisions About Bootcamps · cirr.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
coding bootcamp graduation rate dropout rate CIRR outcomes graduation completion rate 2024 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
coding bootcamp completion rates study dropout rates curriculum quality graduation rate limitations OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |