Quantitative Research Data Preparation and Cleaning Process

Organizing data may be accomplished by the use of techniques such as sorting and filtering, data binning, and indexing. The following are examples of tools that may be used for coding, data input, and organization: Microsoft Excel, SPSS, Python, and R; data management systems such as REDCap and OpenClinica; and more.

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