Predictive value of Altmetric Score on prospective citation and bibliometric impact: rise of a new argot
preprint
OA: closed
Abstract
Background Bibliometric 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. Method Citations for a previously reported cohort of 100 most cited articles associated with the keyword βSurgeryβ (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. Results During follow-up, the median iCG was 161 (IQR 83β281), with 73 and 62 articles receiving an increase in CRI and AS, respectively. Median CRI and AS increase were 2.8 (β0.1β7.7) and 3 (0β4), respectively. Receiver-Operator-Characteristic (ROC) analysis revealed that CRI (AUC 0.86 (95% CI 0.79β0.93), p<0.001) and AS (Area Under Curve (AUC) 0.65 (95% CI 0.55β0.76), p=0.008) were associated with higher iCG. AS critical threshold β₯ 2.0 was associated with better iCG when dichotomised at iCG median (OR=4.94, 95% CI 1.99β12.26, p=0.001) and iCG Upper Quartile (UQ, OR=4.13, 95% CI 1.60β10.66, p=0.003). Multivariable analysis identified that only CRI was independently associated with iCG when dichotomised at the median (OR 18.22, 95% CI 6.70β49.55, p<0.001) and UQ (OR 19.30, 95% CI 4.23β88.15, p<0.001). Conclusion Citation 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.
My notes (saved in your browser only)
Citation neighborhood (no data yet)
We don't have any in-corpus citations linked to this paper yet. The paper's references may be in our DB but unresolved to ``paper_id`` (resolution happens at ingest when the cited DOI matches a row we already have). Run the cross-source citation reconcile pass to retry.
Source provenance
- europepmc
- last seen: 2026-05-19T01:45:01.086888+00:00
- unpaywall
- last seen: 2026-08-03T06:41:53.707437+00:00