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Measuring the impact of pharmacoepidemiologic research using altmetrics: A case study of a CNODES drug-safety article.

John-Michael GambleRobyn L TraynorAnatoliy GruzdPhilip MaiColin R DormuthIngrid S Sketris
Published in: Pharmacoepidemiology and drug safety (2018)
Compared with traditional citation-based metrics, altmetrics take a more holistic view of research impact, attempting to capture the activity and engagement of both scholarly and nonscholarly communities. Despite the limited theoretical underpinnings, possible commercial influence, potential for gaming and manipulation, and numerous data quality-related issues, altmetrics are promising as a supplement to more traditional citation-based metrics because they can ingest and process a larger set of data points related to the flow and reach of scholarly communication from an expanded pool of stakeholders. Unlike citation-based metrics, altmetrics are not inherently rooted in the research publication process, which includes peer review; it is unclear to what extent they should be used for research evaluation.
Keyphrases
  • electronic health record
  • big data
  • social media
  • emergency department
  • data analysis
  • drug induced
  • risk assessment
  • climate change
  • deep learning