Research data and records
The meaning of 'research' is original investigation undertaken to gain knowledge, understanding and insight.
Research data are generated for different purposes and through processes such as:
Experiments
Captured from laboratory equipment. These are generally reproducible, but reproduction would be costly. Some examples include gene sequences, chromatograms and chemical analyses of rocks.
Simulations
Generated from test models. Examples include climate, mathematical or economic models.
Derivations or compilations
Can be reproducible but reproduction costs would be high. Examples include text and data mining, compiled databases, 3D models.
Collections
Comprise peer-reviewed datasets, most probably published and curated. Examples include gene sequence databanks, chemical structures or literary research.
Published research results
Include tables underpinning the conclusions of published conference papers, journal articles, books or book chapters or technical reports.
Research records include
- Correspondence (email and paper correspondence)
- Data management plans
- Grant applications and research contracts
- Ethics applications and confidentiality agreements
- Technical reports
- Signed consent forms
- Expenditure reports
Tip
Research records, like research data, should be managed throughout the entire research life cycle.
Research data - types
- Documents (text, Word), spreadsheets and presentations
- Laboratory notebooks
- Field notebooks, diaries
- Questionnaires, surveys, transcripts
- Audio and video tapes
- Photographs and films
- Test responses or results
- Slides, artefacts, specimens, samples
- Collection of digital objects acquired and generated during the process of research
- Data files
- Database contents (video, audio, text, images)
- Models, algorithms, scripts
- Contents of an application (input, output, schemas)
- Methodologies and workflows
- Standard operating procedures and protocols
Research data formats
- Text
- Numerical
- Multimedia
- Models
- Software
- Discipline-specific
- Instrument-specific


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