Predictive value of Altmetric Score on prospective citation and bibliometric impact: rise of a new argot
Robinson, D. B.; Powell, A. G.; Waterman, J.; Hopkins, L. G.; James, O. P.; Egan, R. J.; Lewis, W. G.
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BackgroundBibliometric and Altmetric analyses provide important but alternative perspectives regarding research article impact. This study aimed to establish whether Altmetric Score (AS) was associated with citation rate, independent of bibliometrics. MethodCitations for a previously reported cohort of 100 most cited articles associated with the keyword "Surgery" (2018, Powell et al), were collected and a three-year interval Citation Gain (iCG) evaluated. Previous citation count, Citation Rate Index (CRI), AS, five-year Impact Factor, and Oxford Centre for Evidence Based Medicine (OCEBM) levels were used to classify citation rate prospect. ResultsDuring follow-up, the median iCG was 161 (IQR 83-281), with 73 and 62 articles receiving an increase in CRI and AS, respectively. Median CRI and AS increase were 2.8 (-0.1-7.7) and 3 (0-4), respectively. Receiver-Operator-Characteristic (ROC) analysis revealed that CRI (AUC 0.86 (95% CI 0.79-0.93), p<0.001) and AS (Area Under Curve (AUC) 0.65 (95% CI 0.55-0.76), p=0.008) were associated with higher iCG. AS critical threshold [≥] 2.0 was associated with better iCG when dichotomised at iCG median (OR=4.94, 95% CI 1.99-12.26, p=0.001) and iCG Upper Quartile (UQ, OR=4.13, 95% CI 1.60-10.66, p=0.003). Multivariable analysis identified that only CRI was independently associated with iCG when dichotomised at the median (OR 18.22, 95% CI 6.70-49.55, p<0.001) and UQ (OR 19.30, 95% CI 4.23-88.15, p<0.001). ConclusionCitation Rate Indices and Altmetric Scores are important predictors of interval Citation Gain, and better at predicting future citations than the historical and established Impact Factor and OCEBM quality of evidence descriptors.