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Open Science Indicators as Metadata Fields?
Chris Fradkin1,2, Rogério Mugnaini3
1Psychological Sciences, University of California, Merced, Merced, CA, United States.
Frontiers in Research Metrics and Analytics
|December 3, 2021
Summary
This study proposes open science indicators like open data and preregistration as article metadata. These indicators enhance scientific transparency and enable new bibliometric analyses.
Area of Science:
- Bibliometrics
- Open Science
- Scientific Communication
Background:
- The field of scientometrics has seen significant advancements since 2000.
- Innovations like Digital Object Identifiers (DOI) and ORCID have transformed scientific landscape and data analysis.
- The evolution of funding information from acknowledgments to structured metadata sets a precedent for incorporating new data types.
Purpose of the Study:
- To propose open science practices (open data, open material, preregistration) as article-specific metadata fields.
- To explore the potential of these indicators for enhancing scientometric analysis.
- To draw parallels with the historical integration of funding information into scientific metadata.
Main Methods:
- Literature review on scientometrics and open science.
- Analysis of existing metadata standards and their evolution.
- Examination of the Center for Open Science's initiatives, including the TOP Factor database and open science badges.
Main Results:
- Open science indicators can be integrated as article-specific metadata.
- The Center for Open Science actively promotes and tracks open science practices.
- Open science badges demonstrate a measurable performance metric for open science.
Conclusions:
- Integrating open science indicators as metadata fields represents a logical progression in scientometrics.
- This integration can significantly enhance the depth and scope of scientific impact analysis.
- Further research and pilot studies are necessary to explore the complexities and potential of this undertaking.
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