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Back to datasetsKey Variables Task completion time; task success rate; coding efficiency AI/Tech Tracking GitHub Copilot AI pair programming Access Details Available from authors Notes Laboratory experiment; 55.8% faster completion; heterogeneous effects by experience
Peng GitHub Copilot Lab
The Impact of AI on Developer Productivity: Evidence from GitHub Copilot
AI-focusedPublicWorker-side
Visit Dataset- Specific Type
- Experimental AI usage evidence
- Dataset Type
- Cross-sectional
- Institution
- Microsoft; GitHub
- Institution Type
- Academia; Industry
- Level of Focus
- Individual
- Most Granular Level
- Individual developer level
- Perspective
- Worker-side
- Time Coverage
- 2023
- Frequency
- One-time experiment
- Sample Size
- 95 software developers
- Geographic Detail
- Not specified
- Occupational Classification
- Software developers
- Industrial Classification
- Technology/Software
- Other Classification
- Programming language (JavaScript); task complexity