Evidence map›Paper›PMID 42243937›Full record

ArticleJournal of pharmaceutical health care and sciences2026

Educational effects of a workshop on quantitative drug-drug interaction assessment for pharmacists: a pre-post study.

Yuki Kondo, Takeshi Kimura, Takashi Tomita, Junichi Masuda, Atsushi Yonezawa, Yuichiro Yamamoto, Tetsuya Sugawara, Atsushi Takahata, Hiromi Sato, Naomi Nagai and 2 more

Abstract read
In one paragraph

Article in Journal of pharmaceutical health care and sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Yuki KondoAcademic 2nd Subcommittee on Japanese Society of Health Care and Pharmaceutical Sciences, Tokyo, 2024, Japan. ykondo@kumamoto-u.ac.jp.ORCID http://orcid.org/0000-0003-1456-7721
Takeshi KimuraAcademic 2nd Subcommittee on Japanese Society of Health Care and Pharmaceutical Sciences, Tokyo, 2024, Japan.ORCID http://orcid.org/0000-0001-5254-3507
Takashi TomitaAcademic 2nd Subcommittee on Japanese Society of Health Care and Pharmaceutical Sciences, Tokyo, 2024, Japan.ORCID http://orcid.org/0000-0001-9118-0411
Junichi MasudaAcademic 2nd Subcommittee on Japanese Society of Health Care and Pharmaceutical Sciences, Tokyo, 2024, Japan.ORCID http://orcid.org/0000-0002-9818-5626
Atsushi YonezawaAcademic 2nd Subcommittee on Japanese Society of Health Care and Pharmaceutical Sciences, Tokyo, 2024, Japan.ORCID http://orcid.org/0000-0002-8057-6768
Yuichiro YamamotoApple Pharmacy, Kumamoto, Japan.
Tetsuya SugawaraSakura Pharmacy Toyosatodai Store, Kraft Inc., Utsunomiya, Japan.
Atsushi TakahataQol Pharmacy Teramachi Store, Fukushima, Japan.
Hiromi SatoAcademic 2nd Subcommittee on Japanese Society of Health Care and Pharmaceutical Sciences, Tokyo, 2024, Japan.ORCID http://orcid.org/0000-0002-9228-1203
Naomi NagaiAcademic 2nd Subcommittee on Japanese Society of Health Care and Pharmaceutical Sciences, Tokyo, 2024, Japan.ORCID http://orcid.org/0000-0002-9884-0950
Kazuya MaedaAcademic 2nd Subcommittee on Japanese Society of Health Care and Pharmaceutical Sciences, Tokyo, 2024, Japan.ORCID http://orcid.org/0000-0002-9174-5213
Yoshiyuki OhnoAcademic 2nd Subcommittee on Japanese Society of Health Care and Pharmaceutical Sciences, Tokyo, 2024, Japan.ORCID http://orcid.org/0009-0005-4727-8792

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDrug-drug interactions (DDIs) are a major cause of adverse drug events and require appropriate evaluation and management in clinical practice. Quantitative evaluation methods based on pharmacokinetic parameters have been proposed to assess the clinical significance of DDIs. The Pharmacokinetic Drug Interaction Significance Classification System (PISCS) provides a framework for estimating changes in drug exposure using the contribution ratio and inhibition ratio; however, opportunities for pharmacists to learn its practical application remain limited. This study aimed to evaluate the educational effects of a workshop on DDI management using quantitative evaluation methods.

methodsWorkshops were conducted at two national pharmaceutical conferences in Japan. A total of 45 participants were included in the analysis. Participants completed questionnaires before and after the workshop. Self-efficacy in DDI management was assessed using a five-point Likert scale.

resultsAlthough 60.0% of participants reported being aware of the PISCS, 55.6% had never used it in clinical practice. Self-efficacy significantly improved in all evaluated domains after the workshop, including confidence in obtaining DDI information, quantitatively predicting drug exposure changes, and making prescription proposals based on DDI evaluation (all p < 0.001). Furthermore, 95.6% of participants considered the workshop useful for clinical practice, and 91.1% reported that they felt able to apply the PISCS in prescription review and consultation.

conclusionsThese findings suggest that a case-based workshop on quantitative DDI assessment may improve pharmacists' confidence in DDI management and facilitate the practical application of the PISCS in clinical settings.

Indexed as

Case-based learningDrug–drug interactionPharmacist educationPharmacokinetic drug interaction significance classification system (PISCS)Self-efficacy

Identifiers

PMID42243937
PMCPMC13455426

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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.