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Data Stewardship | The privilege and responsibility of ensuring data quality and methodological rigor

White Paper
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This white paper discusses the significance of Data Stewardship in ensuring the quality and methodological rigor of Real-World Data (RWD) and its transformation into Real-World Evidence (RWE) for healthcare research and regulatory decisions.


Download this white paper to get insights into:

  • Data Quality: Understand the importance of data quality in the context of RWD, including measures like completeness, plausibility, traceability, and interoperability. 
  • Methodological Rigor: Explore the key components of methodological rigor when using RWD to generate RWE, such as ensuring data fitness for specific research purposes, creating well-specified research protocols, and being transparent about study strengths and limitations. 
  • Role of Data Stewardship: Discover the role of Data Stewardship in managing RWD, including systematic data collection, transformation, de-identification, curation, quality testing, and statistical analysis.