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Data Cleaning in the Evaluation of a Multi-Site Intervention Project
Gavin Welch1, Friedrich von Recklinghausen2, Andreas Taenzer2
1Maine Medical Center, US.
Thorough data cleaning and validation are essential for accurate analysis in multi-site healthcare projects. Consistent data checking throughout the project improves reliability and identifies discrepancies early.
Area of Science:
- Healthcare analytics
- Data management in clinical research
- Quality improvement initiatives
Background:
- The High Value Healthcare Collaborative (HVHC) conducted a two-year multi-site project to enhance sepsis care.
- A dissemination and implementation framework was utilized by member healthcare systems.
- Five data submissions were collected from participants for project evaluation.
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