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Back to datasetsKey Variables Pull requests completed; builds; commits; task completion rates; adoption rates AI/Tech Tracking GitHub Copilot usage and productivity tracking Access Details Company partnerships Notes Three separate field experiments; 26% increase in completed tasks; higher benefits for less experienced
Cui Multi-Company Developers
The Effects of Generative AI on High-Skilled Work: Evidence from Three Field Experiments with Software Developers
AI-focusedRestricted/RDCWorker-side
Visit Dataset- Specific Type
- Experimental AI usage evidence
- Dataset Type
- Cross-sectional
- Institution
- Microsoft; Accenture; Fortune 100 Company; MIT; Princeton
- Institution Type
- Academia; Industry
- Level of Focus
- Individual
- Most Granular Level
- Individual developer level
- Perspective
- Worker-side
- Time Coverage
- 2023-2024
- Frequency
- One-time experiment
- Sample Size
- 4,867 software developers
- Geographic Detail
- National (US)
- Occupational Classification
- Software developers
- Industrial Classification
- Technology/Software; Electronics manufacturing
- Other Classification
- Company; experience level; tenure