Why long research grids hurt your data
- Respondents straight-line through 40-question matrices.
- Open-text boxes at the end get one-word answers when they get answered.
- Panel cost scales linearly with question count and sample size.
- Coding qualitative responses eats weeks of research-ops time.
- Trackers drift as coders and frameworks change across waves.