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• W2950448538 abstract "Group-based Trajectory Modeling (GBTM) is applied to the citation curves of articles in six journals and to all citable items in a single field of science (Virology, 24 journals), in order to distinguish among the developmental trajectories in subpopulations. Can highly-cited citation patterns be distinguished in an early phase as fast-breaking papers? Can late bloomers or sleeping beauties be identified? Most interesting, we find differences between sticky knowledge that continue to be cited more than ten years after publication, and transient knowledge that show a decay pattern after reaching a peak within a few years. Only papers following the trajectory of a sticky knowledge claim can be expected to have a sustained impact. These findings raise questions about indicators of excellence that use aggregated citation rates after two or three years (e.g., impact factors). Because aggregated citation curves can also be composites of the two patterns, 5th-order polynomials (with four bending points) are needed to capture citation curves precisely. For the journals under study, the most frequently cited groups were furthermore much smaller than ten percent. Although GBTM has proved a useful method for investigating differences among citation trajectories, the methodology does not enable us to define a percentage of highly-cited papers inductively across different fields and journals. Using multinomial logistic regression, we conclude that predictor variables such as journal names, number of authors, etc., do not affect the stickiness of knowledge claims in terms of citations, but only the levels of aggregated citations (that are field-specific)." @default.
• W2950448538 created "2019-06-27" @default.
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• W2950448538 date "2013-03-18" @default.
• W2950448538 modified "2023-09-27" @default.
• W2950448538 title "Group-Based Trajectory Modeling of Citations in Scholarly Literature: Dynamic Qualities of Transient and Sticky Knowledge Claims" @default.
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