Methodological guidelines for assessing digital contributions and ethical research assessment in the digital age

These guidelines set out how researchers, institutions, and evaluators can conduct research assessment ethically where data and artificial intelligence are involved, in forms that can be built into assessment tools, including self-assessment tools. They are deliverable 2.3 of Workstream 2 of CoARA-ERIP. The guidelines draw together the instruments the working group has developed and piloted: the CoARA-ERIP checklist for self-evaluation for administrators, faculty, and students; the SE4RA global research protocol, survey instrument, and focus group discussion guide; the position paper on integrating research assessment into the university curriculum; and the SE4RA reflection toolkit. They are organised in five sets: institutional self-evaluation across governance, practice, and experience; the assessment of digital contributions through evidence mapping; the assessment of AI-supported work; the study of assessment practice through mixed methods; and the building of research assessment literacy. A further section states the requirements that assessment tools must meet to carry the guidelines faithfully. The guidelines apply the values and principles of the policy framework (deliverable 2.1) and the framework for assessing digital contributions (deliverable 2.2).

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-29
DOI
https://doi.org/10.5281/zenodo.23020342
Primary Topic
Research Data Management Practices
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article
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article

Methodological guidelines for assessing digital contributions and ethical research assessment in the digital age

Francis P. Crawley, CoARA Working Group on Ethics and Research Integrity Policy for Responsible Research Assessment in Data and Artificial Intelligence (CoARA-ERIP)
Zenodo (CERN European Organization for Nuclear Research)
Research Data Management Practices
article

Methodological guidelines for assessing digital contributions and ethical research assessment in the digital age

Francis P. Crawley, CoARA Working Group on Ethics and Research Integrity Policy for Responsible Research Assessment in Data and Artificial Intelligence (CoARA-ERIP)
article en

Abstract

These guidelines set out how researchers, institutions, and evaluators can conduct research assessment ethically where data and artificial intelligence are involved, in forms that can be built into assessment tools, including self-assessment tools. They are deliverable 2.3 of Workstream 2 of CoARA-ERIP. The guidelines draw together the instruments the working group has developed and piloted: the CoARA-ERIP checklist for self-evaluation for administrators, faculty, and students; the SE4RA global research protocol, survey instrument, and focus group discussion guide; the position paper on integrating research assessment into the university curriculum; and the SE4RA reflection toolkit. They are organised in five sets: institutional self-evaluation across governance, practice, and experience; the assessment of digital contributions through evidence mapping; the assessment of AI-supported work; the study of assessment practice through mixed methods; and the building of research assessment literacy. A further section states the requirements that assessment tools must meet to carry the guidelines faithfully. The guidelines apply the values and principles of the policy framework (deliverable 2.1) and the framework for assessing digital contributions (deliverable 2.2).

Zenodo (CERN European Organization for Nuclear Research)
Quality Education
Openalex Percentile: Top 4%
Research Data Management Practices
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Methodological guidelines for assessing digital contributions and ethical research assessment in the digital age — Francis P. Crawley, CoARA Working Group on Ethics and Research Integrity Policy for Responsible Research Assessment in Data and Artificial Intelligence (CoARA-ERIP) · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS