New Journal Article: “Grand Challenges in Altmetrics: Heterogeneity, Data Quality and Dependencies”
The following article was recently made available on arXiv.
Grand Challenges in Altmetrics: Heterogeneity, Data Quality and Dependencies
University of Montreal
Note: The article also available in Scientometrics (2016)
As uptake among researchers is constantly increasing, social media are finding their way into scholarly communication and, under the umbrella term altmetrics, were introduced to research evaluation. Fueled by technological possibilities and an increasing demand to demonstrate impact beyond the scientific community, altmetrics received great attention as potential democratizers of the scientific reward system and indicators of societal impact.
This paper focuses on current challenges of altmetrics. Heterogeneity, data quality and particular dependencies are identified as the three major issues and discussed in detail with a particular emphasis on past developments in bibliometrics. The heterogeneity of altmetrics mirrors the diversity of the types of underlying acts, most of which take place on social media platforms. This heterogeneity has made it difficult to establish a common definition or conceptual framework. Data quality issues become apparent in the lack of accuracy, consistency and replicability of various altmetrics, which is largely affected by the dynamic nature of social media events.
It is further highlighted that altmetrics are shaped by technical possibilities and depend particularly on the availability of APIs and DOIs, are strongly dependent on data providers and aggregators, and potentially influenced by technical affordances of underlying platforms.
Direct to Full Text Article (9 pages; PDF)
About Gary Price
Gary Price (firstname.lastname@example.org) is a librarian, writer, consultant, and frequent conference speaker based in the Washington D.C. metro area. He earned his MLIS degree from Wayne State University in Detroit. Price has won several awards including the SLA Innovations in Technology Award and Alumnus of the Year from the Wayne St. University Library and Information Science Program. From 2006-2009 he was Director of Online Information Services at Ask.com.