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Maturity Indicator (MI)

previously named Data Maturity Indicator (until 2020-07-16), previously named Generic Quality Indicator(until 2020-04-23)

The Maturity Indicator is a draft extension to the DataCite Metadata Schema. The Maturity Indicator would allow to place the results of data maturity checks in the DataCite Metadata in a standardised format. Currently (DataCite Metadata Schema v4.3), such information can only be provided via relatedIdentifier.

This concept only provides metadata fields to insert maturity information. No maturity matrix/metric/measure is suggested. Thus, this concept is open to any kind of maturity measure. Please also have a look at https://www.atmodat.de/f-output/f-mi.

The draft containing the definition of metadata properties and sub-properties is provided in the formalization_MI.csv file.

Examples

Also three example cases are provided -- each as xml and as json file. The files are:

  • example_MI_*.xml
  • example_MI_*.json (Schema.org JSON-LD)

The examples are:

metric file suffix URL
FAIRsFAIR Draft Recommendation ... FAIR ... _FAIRsFAIR https://doi.org/10.5281/zenodo.3678716
WDCC Quality Maturity Matrix (QMM) _WDCC_Maturity https://doi.org/10.2312/WDCC/TR_QMM_Checkl_Levels_4-5_Prots
ARDC FAIR data assessment tool ARDC_FAIR https://ardc.edu.au/resources/working-with-data/fair-data/fair-self-assessment-tool/
NOAA Data Stewardship Maturity Matrix (DSMM) NOAA_DSMM https://doi.org/10.2481/dsj.14-049

Note: the examples are currently not up to date.

Contributors

In alphabetic order:

Acknowledgements

The Maturity Indicator draft was created within the AtMoDat project (Atmospheric Model Data, https://www.atmodat.de). AtMoDat is funded by the German Federal Ministry for Education and Research within the framework of Atmosphaeren-Modelldaten: Datenqualitaet, Kurationskriterien und DOI-Branding (FKZ 16QK02A).

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A new property suggested to be added to the DataCite Metadata Schema to host information on performed data maturity checks

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