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Research data management - Coggle Diagram
Research data management
definitions
Dataset "recorded factual material commonly accepted in the scientific community as necessary to validate research findings" (NIH)
Metadata:"structured information that describes, explains, locates or otherwise represents something else."
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Data documentation
metadata (good metadata is standardised, consistent and interoperable)
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structural metadata e.g. variable, value, controlled vocabularies for values (Data Documentation Initiative or DDI, metadata specification, includes structural metadata elements that allow us to describe social science data at the variable level)
OAI-PMH (open archive initiative protocol for metadata harvesting) allows one system to grab or harvest the metadata from multiple repositories to make the data searchable from a single interface.
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Stakeholders
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Data repositories (ensure data will preserved, discoverable and useable in the future)
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Research data lifecycle
Planning / discovery
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ethical issues (e.g. privacy, confidentiality)
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Planning data collection
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file organisation
naming conventions
version number, date of creation, creator, description of the content, name of the team or department, publication date, project number.
short (25 characters), relevant, no special characters (underscore vs space)
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Preparation and Analysis
clean, manipulate or process data
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document analysis procedures (e.g. modifications to the data. model used, code used to run analysis, hardware/software specifications)
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