Stranger things

The vanishing of the Altmetric Attention Score values in information and library science

Bibliographic Data

ID21443214
AuthorsWenceslao Arroyo‐Machado (0000-0001-9437-8757, Universidad de Granada, corresponding author), Daniel Torres‐Salinas (0000-0001-8790-3314, Universidad de Granada)
Year2024
Volume129
Issue10
Pages6287-6300
Publication date2024-10-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueScientometrics (JOURNAL)
Journal identifiersISSN: 0138-9130 • E-ISSN: 1588-2861
PublisherSpringer Science and Business Media LLC (PUBLISHER)
DOI10.1007/s11192-024-05011-5
OpenAlexW4396514035
LanguageEN
References cited29

This study investigates the Altmetric Attention Score (AAS) fluctuations and altmetrics source stability in Information Science & Library Sciences publications, analyzing 26,474 documents from 2012 to 2021. It finds that 23.7% of these publications experienced AAS fluctuations over a year. Significant influences on AAS variability include Twitter mentions and policy documents, with Twitter mentions showing high volatility, affecting nearly 30% of papers. The removal of the Analysis & Policy Observatory as a policy source led to a notable drop in policy document mentions. Various types of mention vanishing are identified, such as administrative decisions by altmetrics aggregators, technological issues, user actions on digital platforms, and natural changes on platforms like Wikipedia. In response, the study proposes modifications in the tracking and monitoring system of mentions to not overlook these vanishings. This aims to enhance the reliability and stability of altmetrics at a time when there is a call for their use in the research evaluation

Altmetrics · Data science · Stability (learning theory) · Computational and Text Analysis Methods · Computer Science · Misinformation and Its Impacts · scientometrics and bibliometrics research

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