Real ChatGPT answer · index seed1dtWG5xbkY8completeB2B software · AI and automation toolsinformational
Are there any recent peer reviewed studies or industry reports measuring actual generative AI productivity gains for entry level software developers in remote teams?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any recent peer reviewed studies or industry reports measuring actual generative AI productivity gains for entry level software developers in remote teams?
3 real searches · 1 real-search pass
2024 2025 study generative AI productivity junior entry-level software developers randomized controlled trial remote teams measured productivityGoogle ↗
OBSERVEDConsequence
2025 generative AI coding productivity study developers field experiment software engineering productivity remote teamsGoogle ↗
OBSERVEDReason
industry report 2025 AI productivity software developers junior developers remote teams measured outcomes DORAGoogle ↗
OBSERVEDConsequence
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
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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
2024 2025 study generative AI productivity junior entry-level software developers randomized controlled trial remote teams measured productivity Google ↗
2025 generative AI coding productivity study developers field experiment software engineering productivity remote teams Google ↗
industry report 2025 AI productivity software developers junior developers remote teams measured outcomes DORA Google ↗
- The Effects of Generative AI on High-Skilled Work: Evidence from Three Field Experiments with Software Developers · doi.org
- The Effects of Generative AI on High-Skilled Work: Evidence from Three Field Experiments with Software Developers · pubsonline.informs.org
- DORA · dora.dev
- Fast-feedback metrics Team-level metrics · dora.dev
- Generative AI and labour productivity: A quasi experiment on coding · sciencedirect.com
- Generative AI and labour productivity: A quasi experiment on coding · sciencedirect.com
- How Much Does AI Impact Development Speed? an Enterprise-Based Randomized Controlled Trial | IEEE Conference Publication · ieeexplore.ieee.org
- Generative AI and Developer Workflows: How GitHub Copilot and ChatGPT Influence Solo and Pair Programming · sintef.no
- Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity · metr.org
- Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity · kwfoundation.org
- Generative AI changes how employees spend their time · mitsloan.mit.edu
- Artificial Intelligence Index Report 2025 · hai.stanford.edu
- The SPACE of AI: Real-World Lessons on AI's Impact on Developers · microsoft.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2024 2025 study generative AI productivity junior entry-level software developers randomized controlled trial remote teams measured productivity OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
2025 generative AI coding productivity study developers field experiment software engineering productivity remote teams OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
industry report 2025 AI productivity software developers junior developers remote teams measured outcomes DORA OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |