# Spreadsheet skills session survey

Improve spreadsheet practice.

If nothing was unclear or difficult, say so. Skip questions about steps you did not experience; use not applicable where appropriate.

## 1. Which formula step was difficult?

Answer: ____________________

## 2. What error explanation helped?

Answer: ____________________

## 3. What task needs more practice?

Answer: ____________________

## Author notes / illustrative keys where applicable

1. Look for step friction.
2. Look for error guidance.
3. Look for practice need.

Interpretation caution: Use synthetic spreadsheet data.


## Illustrative finding and follow-up

Observation: Formula examples hide intermediate steps.

Action to test: Demonstrate intermediate calculations.

Follow-up: After the proposed change, ask relevant participants whether this original issue still occurs: Formula examples hide intermediate steps. Record what they experienced, including none or not applicable; changes in the sample do not establish causation.