Trends in the use of validated claims-based algorithms in Japanese post-marketing database studies

Validated algorithm use was the highest for effectiveness issues but limited for safety, suggesting that results from these post-marketing database studies for safety issues may not provide sufficient evidence, highlighting the need to promote the use of validated claims-based algorithms. Future studies should use more recent data, compare the use of validated algorithms between Japan and other countries, and explore barriers to their adoption.

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Publication Details

Journal
Frontiers in Pharmacology
Published
2025-09-02
DOI
https://doi.org/10.3389/fphar.2025.1642490
Primary Topic
Statistical Methods in Clinical Trials
Type
article
Field-Weighted Citation Impact
0.00

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article

Trends in the use of validated claims-based algorithms in Japanese post-marketing database studies

Chieko Ishiguro, Takahiro Nonaka
Frontiers in Pharmacology
Statistical Methods in Clinical Trials
article

Trends in the use of validated claims-based algorithms in Japanese post-marketing database studies

Chieko Ishiguro, Takahiro Nonaka
article en

Abstract

Validated algorithm use was the highest for effectiveness issues but limited for safety, suggesting that results from these post-marketing database studies for safety issues may not provide sufficient evidence, highlighting the need to promote the use of validated claims-based algorithms. Future studies should use more recent data, compare the use of validated algorithms between Japan and other countries, and explore barriers to their adoption.

Frontiers in PharmacologyVol. 16
University of Tokyo Hospital (JP), Institute for Health Economics and Policy (JP)
Japan Agency for Medical Research and Development, Japan Society for the Promotion of Science
Openalex Percentile: Top 78%
Statistical Methods in Clinical Trials
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