Ambiguity in

Data Collection Forms

We create data collection forms to, well, collect data.  Obviously.  But we really want to collect correct data. 

Badly designed forms mean we don’t get true, valid data. 

Survey questionnaires suffer the same fate. 

Poorly written questions mean invalid data.