MONITOR

Indicators for Research Initiatives

Overview
Research Output
Open Science
Collaborations
Impact

Overview

This section contains a collection of the key performance indicators for the research activities of the Research Initiative.

Indicator	Metric	Analysis by	Remarks
Production
Research outcome types	Number of research outcomes	type (publications, datasets, software, other)
Trends	Number of projects linked to research outcomes of the RI over time (by start year of the project)	type (publications, datasets, software, other)
Trends	Number of publications over time	all peer-reviewed grant-supported FoS
Trends	Number of datasets over time	all
Social Impact	Number of publications over time	SDG
Openness
Publication openness trends	Number of publications over time	all open access gold open access
Data openness trends	Number of research data over time	all open access
Disciplinarity	Most Open FoS (level 2)	gold open access
Collaborations
All time	30 top collaborating Top organisations by number of research outcomes	via participation in the RI	Coming soon

Research Output

Publications
Datasets
Software
Other Research Products (ORPs)
Project Grants

Indicator	Metric	Analysis by	Remarks
Publication production	Number of publications	all type
Publication trends	Number of publications over time	all type
Publication data sources	Top 15 data sources by number of publications
Publication disciplinarity	Number of peer-reviewed publications by FoS

Indicator	Metric	Analysis by	Remarks
PR production	Number of PR publications	all type
PR trends	Number of PR publications over time	all type
PR publishing	Top 15 publishers by number of peer-reviewed publications Top 30 journals by number of peer-reviewed publications
PR disciplinarity	Number of peer-reviewed publications by FoS

Indicator	Metric	Analysis by	Remarks
Dataset production	Number of datasets	all type
Dataset trend	Number of datasets over time
Dataset data sources	Number of datasets by repository (top 15)
Datasets linked to publications	Number of datasets linked to publications	all FoS of linked publication journal of publication (top 15)	Coming soon

Indicator	Metric	Analysis by	Remarks
Software production	Number of software
Software trend	Number of software over time
Software data sources	Number of software by repository (top 15)
Software linked to publications	Number of software linked to publications	all FoS of linked publication journal of publication (top 15)	Coming soon
Software linked to datasets	Number of software linked to datasets		Coming soon

Indicator Metric Analysis by Remarks
Grant-supported output
Projects linked to research outcomes (publications, datasets, software, other) of the RI

all

top 10 projects

by funder
Indicator Metric Analysis by Remarks
Grant-supported output
Projects linked to research outcomes (publications, datasets, software, other) of the RI

all

top 10 projects

by funder

Open Science

Composite Indicators
Publications
Datasets
Software

Indicator	Metric	Analysis by	Remarks
Openness	Openness score (average share of open access research output)	overall year FoS	Coming soon
Findability	Findability score (average share of research output with a PID)	overall year FoS	Coming soon
FAIRness	“FAIRness” score (average share of research output with metadata completeness)	overall year FoS	Coming soon

Indicator	Metric	Analysis by	Remarks
Access Rights
Publications by access rights	Number and share of publications by access rights Percentage of open access publications (oa vs non oa publications)	all year by funder
Open Access Routes
Publication open access routes	Number and share of publications by open access routes (green, gold, hybrid, bronze)	all by funder (top 15 funders) by FoS	Coming soon & beta
Publication open access routes trends	Number and share of publications by open access routes (green, gold, hybrid, bronze) over time Published (gold, hybrid, bronze) vs Deposited (green) open access publications over time
Top journals (open access routes)	Top 15 journals	number of gold publications number of hybrid publications number of bronze publications
Top repositories	Top 15 repositories by number of green publications

Indicator	Metric	Analysis by	Remarks
Journal Business Models
Open access publications by journal business model	Number of publications published in a journal that is currently under the following business model Full open access with APC Diamond Transformative Hybrid	all year grant support (funded vs. not funded)
Top journals by journal business model	Top 15 journals by number of publications published in a journal that is currently under the following business model Full open access with APC Diamond Transformative Hybrid
Article Processing Charges (APCs)
Publications with APCs	Number of publications that paid an APC Number of publications with an extrapolated APC		Coming soon
APCs	Average (extrapolated) APC paid per publication	all publisher (top 15 publishers) FoS grant supported vs not grant supported publications plan S funder	Coming soon
APCs trends	Average (extrapolated) APC paid per publication over time	all gold vs hybrid	Coming soon

Indicator	Metric	Analysis by	Remarks
Publications funded by a Plan S funder	Number and share of grant-supported publications by Plan S funder (coalition S member)	all year access rights publisher (top 15 publishers)	Coming soon
Open access publications by Plan S funder	Number and share of open access publications supported by a Plan S funder	open access route (green, gold, hybrid, bronze) journal business model	Coming soon

Indicator	Metric	Analysis by	Remarks
FAIRness score (publications)	“FAIRness” score for publications (average share of publications with metadata completeness)	peer-review status year	Coming soon
Publications with a PID	Number and share of publications with a PID in their metadata	year type of PID
Open access publications with a license	Number and share of open access publications with a CC or other type of license in their metadata	year type of CC license	Coming soon
Publications with an ORCID iD	Number and share of publications with an ORCID iD in their metadata	year
Publications with an abstract	Number and share of publications with an abstract in their metadata	year
Publications by number of duplicates	Number of publications by the number of duplicates/copies found in different data sources ingested in the OpenAIRE Graph

Indicator	Metric	Analysis by	Remarks
Datasets by access rights	Number and share of datasets by access rights	all year funder data source (top 15) percentage of open access vs non open access datasets

Indicator	Metric	Analysis by	Remarks
FAIRness score (datasets)	“FAIRness” score for datasets (average share of datasets with metadata completeness)	all year	Coming soon
Datasets with a PID	Number and share of datasets with a PID in their metadata	year type of PID
Open access datasets with a license	Number and share of open access datasets with a CC or other license in their metadata	year type of CC license	Coming soon
Datasets with an ORCiD	Number and share of datasets with an ORCID iD in their metadata	year
Datasets by number of duplicates	Number of datasets by the number of duplicates/copies found in different data sources ingested in the OpenAIRE Graph

Indicator	Metric	Analysis by	Remarks
Software by access rights	Number and share of software by access rights	all year funder data source (top 15)

Indicator	Metric	Analysis by	Remarks
FAIRness score (software)	“FAIRness” score for software (average share of software with metadata completeness)	all year	Coming soon
Software with a PID	Number and share of software with a PID in their metadata	year type of PID
Open source software with a license	Number and share of open source software with a CC or other license in their metadata	year type of CC license	Coming soon
Software with an ORCiD	Number and share of software with an ORCID iD in their metadata	year
Software by number of duplicates	Number of software by the number of duplicates/copies found in different data sources ingested in the OpenAIRE Graph

Collaborations

Organisations
Countries

Indicator	Metric	Analysis by	Remarks
Top collaborators (organisations)	Top collaborating organisations of the RI by number of research outcomes	type (publication, datasets, software, other)

Indicator	Metric	Analysis by	Remarks
Top collaborators (countries)	Top collaborating countries by number of research outcomes produced by participating organisations	type (publication, datasets, software, other)

Impact

Reach & Frequency
SDGs

Indicator	Metric	Analysis by	Remarks
Total publication downloads trends	Total number of publication downloads	all over time, by year of publication over time, by year of download over time and by access right over time and by OA route over time and by abstract availability in metadata
Average downloads per publication trends	Average number of downloads per publication	all over time, by year of publication over time, by year of download over time and by access right over time and by OA route
Top journals (downloads)	Top 15 journals by number of publication downloads from repositories

Indicator	Metric	Analysis by	Remarks
Total citations trends	Total number of citations	all year access rights open access route FoS
Average citations per publication trends	Average number of citations per publication	all year access rights open access route FoS

Indicator	Metric	Analysis by	Remarks
SDGs coverage	Number of publications	all related to an SDG
Publications related to an SDG	Number of publications by SDGs	access rights open access route FoS
APCs for Publications related to an SDG	APCs paid for publications related to an SDG	total APCs average APCs per publication
Publications related to an SDG downloads	Downloads for publications related to an SDG	average downloads per publication
Publications related to an SDG citation	Citations for publications related to an SDG	total citations average citations per publication

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