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Back to datasetsKey Variables AI adoption; generative AI usage; productivity impacts; employment effects; implementation challenges; business benefits AI/Tech Tracking AI use patterns; generative AI adoption; productivity and employment impacts Access Details Publicly available survey results Notes Nearly 40% use AI; 16% planning adoption; tracks expectations vs implementation reality; 50% use generative AI among adopters
Dallas Fed TBOS AI Module
Texas Business Outlook Survey AI Special Questions
AI-focusedPublicFirm-side
Visit Dataset- Specific Type
- Survey on AI adoption
- Dataset Type
- Cross-sectional
- Institution
- Federal Reserve Bank of Dallas
- Institution Type
- Federal government
- Level of Focus
- Firm
- Most Granular Level
- Establishment level
- Perspective
- Firm-side
- Time Coverage
- 2018; 2024-present
- Frequency
- Irregular special questions
- Sample Size
- ~400 Texas businesses per wave
- Geographic Detail
- Texas (regional)
- Occupational Classification
- Not specified
- Industrial Classification
- Various industries
- Other Classification
- Business size class; regional coverage
Key Papers
Dallas Fed Economic Letter (2024)