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Does this survey or assessment actually reduce cognitive burden?
Are video-based formats improving clarity-or introducing noise?
Can we defend the reliability of these results across formats and populations?
Text vs. Video
Hybrid Formats
ADA Compliance
Timing
Stability
Interaction Patterns
For applied decision making

I am a researcher and consultant specializing in digital survey methodology, with applied experience supporting universities, public institutions, and assessment developers.
My work integrates theory-driven design with empirical diagnostics to improve data quality in high-stakes environments.