From Planning Stage Towards FAIR Data: A Practical Metadatasheet For Biomedical Scientists.

Area of Science:

• Biomedical Informatics
• Data Management
• Scientific Publishing

Background:

• Metadata provides essential context for understanding and reusing data.
• Existing metadata standards are often applied late in the data lifecycle, leading to data loss and increased workload.
• Biomedical research generates vast datasets requiring robust metadata for interpretation.

Purpose of the Study:

• To develop a novel metadata standard, Metadatasheet, that integrates with the data lifecycle.
• To create a user-friendly implementation, the Metadata Workbook, for synchronous metadata recording.
• To enhance data management practices and facilitate scientific collaboration in biomedical research.

Main Methods:

• Conducted interviews with members of two biomedical consortia.
• Systematically screened data repositories for existing metadata practices.
• Developed Metadatasheet based on identified needs and best practices.
• Implemented the Metadata Workbook in Microsoft Excel.

Main Results:

• Metadatasheet aligns with the data lifecycle, enabling synchronous metadata recording.
• The Metadata Workbook offers features like automation, dynamic adaptation, and integrity checks.
• The standard simplifies metadata recording and structuring for biomedical scientists.
• The framework promotes practicality and convenience in data management.

Conclusions:

• Metadatasheet and its implementation streamline metadata management for biomedical data.
• This approach enhances data usability, reproducibility, and knowledge transfer.
• The framework has the potential to accelerate scientific progress through improved data handling.
• The study emphasizes the importance of early and continuous metadata standardization.