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What are the essential aspects of data collection to ensure proper statistical analysis?

What are the essential aspects of data collection to ensure proper statistical analysis?

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    Clear study protocol, well-defined inclusion/exclusion criteria, appropriate sample size calculation, accurate data collection methods, and data quality checks. We suggest you develop ‘Data Collection Forms (DCF)’, and get this reviewed by your Guide/Supervisor, so that your collection of data is planned and managed properly. Remember that ‘no data leads to no research’, and all data must be ALCOA-C compliant.