Data Quality and Analysis

Each IP address is limited to one questionnaire submission to prevent duplicate entries. Submissions completed in under 500 seconds are excluded as implausibly fast. Responses with obvious internal inconsistencies are flagged and excluded. Partial submissions cannot be finalized because all questionnaire items are mandatory.