Plan Mode for Spreadsheet Agents: User Study Shows Improved Perception
A study from arXiv (2607.23670) evaluates a Plan Mode feature for spreadsheet programming agents. Researchers built a prototype and tested it against a non-planning baseline in a within-subjects user study with 24 participants. Results showed that while task outcomes were similar, Plan Mode led to reduced refinement and better user perception in creativity support and human-machine collaboration. The paper discusses implications for future design of plan-based interfaces in end-user programming environments.
Key facts
- arXiv paper 2607.23670 evaluates Plan Mode for spreadsheet agents
- Within-subjects user study with N=24 participants
- Plan Mode prototype compared to non-planning baseline
- Similar task outcomes with both tools
- Plan Mode reduced refinement
- Plan Mode improved perception of creativity support and human-machine collaboration
- Study conducted by researchers (not named in abstract)
- Paper discusses implications for future design of plan-based interfaces
Entities
Institutions
- arXiv