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Secondary Analysis of Data and Biospecimens August 21, 2018, Heather Hamper, MS, CGC Human Genetics Sandra Meadows, MPH, CIP Office of Responsible Research PracticesOffice of Responsible Research
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Identify the purpose of the secondary analysis of data.
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Choose the relevant dataset that matches your research question.
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Familiarize yourself with the dataset and understand its variables and structure.
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Clean and preprocess the data to remove any errors or missing values.
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Determine the appropriate statistical methods or techniques to apply to the data.
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Conduct the necessary analyses using software or programming languages.
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Interpret the results and draw conclusions based on the findings.
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Document the entire process and maintain transparency for reproducibility.
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Validate and verify the results through peer review or further analysis if required.

Who needs secondary analysis of data?

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Researchers and scientists who want to build upon existing data and conduct further analysis.
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Secondary analysis of data refers to the process of analyzing data that was collected by someone else for a different purpose. It allows researchers to draw new insights or conclusions from existing datasets.
Typically, researchers and organizations that repurpose existing data for new studies or analyses are required to file secondary analysis of data, particularly if the data originates from a regulatory or compliance activity.
To fill out secondary analysis of data, one should first identify the original dataset and its purpose, then provide a clear explanation of how the new analysis will be conducted, along with details on methodology, objectives, and potential implications of the findings.
The primary purpose of secondary analysis of data is to explore new research inquiries, validate previous findings, or apply different analytical methods to derive new insights from existing data.
Information that must be reported includes the source of the original data, the objectives of the secondary analysis, the methodology used, and any relevant outcomes or implications derived from the analysis.
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