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Data Cleaning Checklist Item Completed Double-check for duplicate submissions and cases Review and code all other(s) Check grid responses for straightlining Check time-to-complete for all cases, remove outliers Check each cases for number of questions skipped Review open-ends for erroneous responses Review your red herring questions, remove those who failed Review logic and sequences of questions Check spelling and grammar in all cases MarketingResearchAdvisor.com Email: [email protected] @gwkuhn3 on Twitter

Data Cleaning Checklist

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Page 1: Data Cleaning Checklist

Data Cleaning ChecklistItem Completed

Double-check for duplicate submissions and casesReview and code all other(s)

Check grid responses for straightliningCheck time-to-complete for all cases, remove

outliersCheck each cases for number of questions skipped

Review open-ends for erroneous responsesReview your red herring questions, remove those

who failedReview logic and sequences of questionsCheck spelling and grammar in all cases

MarketingResearchAdvisor.comEmail: [email protected]

@gwkuhn3 on Twitter