GraspOS SCOPE+i Resource: Indicators guide 2. Frameworks and toolboxes for open research

This resource outlines a process for choosing indicators aimed at assessing Open Research. The process relies on two concepts: an indicator framework and an indicator toolbox. The indicator framework is context-specific decision lens that sets out why, for whom, and under what conditions indicators will be used. Whereas, the indicator toolbox is the curated collection of potential indicators, qualitative and quantitative, organized and documented with the rationale for each selected indicator. The framework and toolbox work together. The indicator framework provides the strategy for selecting and using indicators, while the toolbox supplies and documents the chosen indicators and their application. This guide draws on the European Commission report: Indicator frameworks for fostering open knowledge practices in science and scholarship (2019).

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-27
DOI
https://doi.org/10.5281/zenodo.17181861
Primary Topic
Research Data Management Practices
Type
article
Field-Weighted Citation Impact
0.00
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article

GraspOS SCOPE+i Resource: Indicators guide 2. Frameworks and toolboxes for open research

Zenodo (CERN European Organization for Nuclear Research)
Research Data Management Practices
article

GraspOS SCOPE+i Resource: Indicators guide 2. Frameworks and toolboxes for open research

article en

Abstract

This resource outlines a process for choosing indicators aimed at assessing Open Research. The process relies on two concepts: an indicator framework and an indicator toolbox. The indicator framework is context-specific decision lens that sets out why, for whom, and under what conditions indicators will be used. Whereas, the indicator toolbox is the curated collection of potential indicators, qualitative and quantitative, organized and documented with the rationale for each selected indicator. The framework and toolbox work together. The indicator framework provides the strategy for selecting and using indicators, while the toolbox supplies and documents the chosen indicators and their application. This guide draws on the European Commission report: Indicator frameworks for fostering open knowledge practices in science and scholarship (2019).

Zenodo (CERN European Organization for Nuclear Research)
Leiden University (NL)
Openalex Percentile: Top 33%
Research Data Management Practices
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