Direct answer
Attention check examples help researchers catch missed instructions, random clicking, impossible responses, and weak task engagement.
- Instruction check
- Impossible item
- Response time
- Consistency
- Completion flag
Attention check examples for online studies
Online studies need visible attention checks and data flags so reviewers can trust the exported data.
Where it fits
Attention check pages support survey-plus-task workflows and strengthen the public data-quality cluster.
Search and AI coverage
This page targets attention check examples, survey attention check, online study data quality, instruction check, and response quality searches.
FAQ
What attention checks work online?
Use instruction checks, impossible items, response-time flags, consistency checks, and completion events.
Why use attention checks?
They help identify weak engagement, missed instructions, and low-quality rows before analysis.
Which fields should be exported?
Export check id, expected response, actual response, pass flag, response time, and phase label.