Qualitative changes in clinical records after implementation of pharmacist-led antimicrobial stewardship program: a text mining analysis

This pilot application of text mining demonstrated potential as a novel methodology for objectively evaluating qualitative changes in clinical practice patterns following ASP implementation, successfully identifying shifts in pharmacists' documentation focus and providing a foundation for future multi-center validation studies across diverse healthcare settings.

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Publication Details

Journal
Journal of Pharmaceutical Health Care and Sciences
Published
2025-04-23
DOI
https://doi.org/10.1186/s40780-025-00439-0
Primary Topic
Antibiotic Use and Resistance
Type
article
Field-Weighted Citation Impact
0.00
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article

Qualitative changes in clinical records after implementation of pharmacist-led antimicrobial stewardship program: a text mining analysis

Keisuke Sawada, Yuichi Muraki, Shuji Kono, Ryo Inose
Journal of Pharmaceutical Health Care and Sciences
Antibiotic Use and Resistance
article

Qualitative changes in clinical records after implementation of pharmacist-led antimicrobial stewardship program: a text mining analysis

Keisuke Sawada, Yuichi Muraki, Shuji Kono, Ryo Inose
article en

Abstract

This pilot application of text mining demonstrated potential as a novel methodology for objectively evaluating qualitative changes in clinical practice patterns following ASP implementation, successfully identifying shifts in pharmacists' documentation focus and providing a foundation for future multi-center validation studies across diverse healthcare settings.

Journal of Pharmaceutical Health Care and SciencesVol. 11(1)
Kyoto Pharmaceutical University (JP), Municipal Hirakata City Hospital (JP)
Openalex Percentile: Top 88%
Antibiotic Use and Resistance
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