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Back to datasetsKey Variables Writing task completion time; output quality; productivity measures; job satisfaction AI/Tech Tracking ChatGPT usage and productivity effects Access Details Available from authors Notes Preregistered online experiment; occupation-specific incentivized writing tasks; reduces inequality between workers
Noy-Zhang ChatGPT Writing
Experimental Evidence on the Productivity Effects of Generative Artificial Intelligence
AI-focusedPublicWorker-side
Visit Dataset- Specific Type
- Experimental AI usage evidence
- Dataset Type
- Cross-sectional
- Institution
- MIT; University of Pennsylvania
- Institution Type
- Academia
- Level of Focus
- Individual
- Most Granular Level
- Individual professional level
- Perspective
- Worker-side
- Time Coverage
- 2023
- Frequency
- One-time experiment
- Sample Size
- 453 professionals
- Geographic Detail
- National (US)
- Occupational Classification
- Professional writing occupations
- Industrial Classification
- Not specified
- Other Classification
- Task-specific writing assignments
Key Papers
Noy & Zhang (2023)