Verify the instrument version actually used in the field
Publishing a corrected form does not prove every collector is using it.
Read the lesson →THE CREATIVE FIELDBOOK / SNS MEDIA TECH
Practical lessons
1095 source-led reads, 6 per page. These numbered pages work without JavaScript. Search every study and lesson →
Block impossible entries without blocking credible unusual answers
A strict form can create inaccurate data by refusing a truthful response.
Read the lesson →Count the observations inside the interview before counting interviews
One submitted interview can contain several observations, including an accidental empty one.
Read the lesson →Keep the right company relationship behind the contact
A fictional contact/company/deal association graph with separate relationship labels, primary-company choice and a downstream activity/reporting consequence test.
Read the lesson →Decide which app may win when two business records disagree
A field-authority matrix plus synthetic opposing-edits fixture: permitted sync direction, conflict winner, empty-source behavior and a deliberate exception route.
Read the lesson →Make an import preserve, replace or append exactly what was intended
A before/input/expected-after mutation ledger for already identified records, covering omission or blank, explicit replacement, multi-value append and unsupported clearing requests.
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