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Identifying Data Sharing and Reuse with Scholix: Potentials and Limitations.

Nushrat Khan1,2, Catherine J Pink1, Mike Thelwall2

  • 1Library Research Data Service, University of Bath, Bath, Somerset BA2 7AY, UK.

Patterns (New York, N.Y.)
|November 18, 2020
PubMed
Summary

The Scholexplorer API links research articles to datasets, significantly improving data reuse tracking and funder compliance. This tool enhances visibility of scholarly outputs and their associated data impacts.

Keywords:
ScholexplorerScholixdata publicationdata repositorydata reusedata sharingresearch dataresearch data managementresearch impactscholarly communication

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Area of Science:

  • Bibliometrics
  • Research Impact Assessment
  • Scholarly Communication

Background:

  • Scholarly Link eXchange (Scholix) framework provides a method for exchanging metadata about scholarly links.
  • Identifying links between research articles and their supporting datasets is crucial for assessing research impact and compliance.

Purpose of the Study:

  • To evaluate the Scholexplorer API's effectiveness in identifying and quantifying links between research articles and datasets.
  • To assess the API's utility in monitoring funder mandate compliance and demonstrating data reuse.

Main Methods:

  • A quantitative case study was conducted using the Scholexplorer API.
  • The study analyzed the expansion of identified datasets affiliated with University of Bath outputs.
  • Author name availability and data reuse instances were tracked.

Main Results:

  • The Scholexplorer API vastly increased the number of identified datasets linked to University of Bath outputs.
  • Author name availability for research outputs rose from 2.4% to 89.2%.
  • Ten articles were identified reusing external datasets, with only three formally cited, highlighting significant under-citation of data reuse.

Conclusions:

  • The Scholexplorer API effectively enhances the identification of article-dataset links, aiding in research impact assessment and compliance monitoring.
  • Enhancements to the Scholix schema and metadata enrichment are recommended.
  • Standardized data citations in journals are critical for systematic link creation.