ReviewPharmacoepidemiology and drug safety2025
Recommendations to Enable Broader Use of Real-World Evidence to Inform Decision-Making Throughout Pharmacovigilance Signal Management.
Review in Pharmacoepidemiology and drug safety, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed.
- Asyndromic surveillance of New York City emergency department diagnoses with the tree-temporal scan statistic.Journal of public health research · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
15 authors.
Funding
Abstract
introductionDespite substantial investments in analytical infrastructure and scientific research related to the development and analysis of real-world evidence in support of signal management, the impact on routine pharmacovigilance activities has been limited. Most organizations still rely largely on analyses of individual case reports and pre-existing evidence - especially during signal detection and validation.
objectiveThis paper presents a set of recommendations for efforts to enable broader use of real-world evidence throughout pharmacovigilance signal management, in the future. OUTCOME: The recommendations regard streamlined data access, data harmonization and use of reproducible analytical workflows to enable rapid and robust evidence generation. They emphasize the need for cross-disciplinary collaboration and for organizational adaptations to ensure adequate competence and supporting processes, including principles for how to integrate new types of evidence in decision-making. The execution of pilot studies under realistic conditions and the dissemination of their findings are highlighted as important steps toward defining the proposed change and driving progress in this area. This manuscript is endorsed by the International Society for Pharmacoepidemiology (ISPE).
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.