FAIR Metrics for Research Software: Automated and Manual Testing of the FAIR Data Pipeline

Assessing and improving existing research software

Software plays a crucial role in academic research, not only as a tool for data analysis but also as a research outcome or result, or even the object of research itself. FAIR (Findable, Accessible, Interoperable, Reusable) research software can increase the transparency, reproducibility, and reusability of research. For this to happen, software needs to be well-described (by metadata), inspectable, documented and appropriately structured so that it can be executed, replicated, built-upon, combined, reinterpreted, reimplemented, and/or used in different settings. The FAIR4RS Principles aim to guide software creators and owners on how to make their software FAIR. FAIR-IMPACT offered two support actions designed to enhance the FAIRness and impact of research software:

  • Assessing and improving existing research software using a new extension of F-UJI which implements some of the metrics for automated FAIR research software assessment. 
  • Implementing the Research Software MetaData (RSMD) guidelines for better archiving, referencing, describing, and citing research software artefacts.

This FAIR Implementation Story outlines the specific aims and actions of the University of Glasgow in relation to their participation in one or both support actions.

"Automated tools such as F-UJI are helpful in measuring metrics against prespecified conditions, however these conditions can be (software) language specific and may not be suitable for all software. Therefore, they should be used with caution and may require additional manual validation."


Supported applicant: Ryan Field, Health Economics and Health Technology Assessment, School of Health and Wellbeing, University of Glasgow; Richard Reeve, Ecology & Environmental Change, School of Biodiversity, One Health and Veterinary Medicine, University of Glasgow
 

Implementation Story

Country
United Kingdom
Key topic
Metrics, Certification and Guidelines
FAIR Implementation tool
ZENODO