{"@context":{"@vocab":"https://cir.nii.ac.jp/schema/1.0/","rdfs":"http://www.w3.org/2000/01/rdf-schema#","dc":"http://purl.org/dc/elements/1.1/","dcterms":"http://purl.org/dc/terms/","foaf":"http://xmlns.com/foaf/0.1/","prism":"http://prismstandard.org/namespaces/basic/2.0/","cinii":"http://ci.nii.ac.jp/ns/1.0/","datacite":"https://schema.datacite.org/meta/kernel-4/","ndl":"http://ndl.go.jp/dcndl/terms/","jpcoar":"https://github.com/JPCOAR/schema/blob/master/2.0/"},"@id":"https://cir.nii.ac.jp/crid/1390584276612123264.json","@type":"Article","productIdentifier":[{"identifier":{"@type":"DOI","@value":"10.5649/jjphcs.50.294"}},{"identifier":{"@type":"URI","@value":"https://www.jstage.jst.go.jp/article/jjphcs/50/6/50_294/_pdf"}},{"identifier":{"@type":"URI","@value":"https://search.jamas.or.jp/link/ui/2025081412"}}],"dc:title":[{"@language":"en","@value":"Establishment and Evaluation of a Drug Proper Use Monitoring System by Analyzing Medical Data"},{"@language":"ja","@value":"診療データ解析による医薬品適正使用モニタリング体制の構築と評価"}],"dc:language":"ja","description":[{"type":"abstract","notation":[{"@language":"en","@value":"<p>With the digital transformation in healthcare, a large amount of medical data generated in the process of daily medical treatment has been accumulated. In this study, we extracted medical data from a data warehouse and analyzed it to monitor the appropriate utilization of drugs associated with safety information, reported incidents, and to pre-avoid aiming to preclude potential adverse events.</p><p>The survey was conducted from April 1, 2023, to October 31, 2023. Pharmacists in charge of drug information analyzed 4,030,575 prescription and injection orders, and 529 alerts were issued. Pharmacists in charge of drug information checked the content of the alerts and the patient’s medical records, and shared information with ward pharmacists about 364 alerts that were important. There were 33 interventions by ward pharmacists (prescription proposals and test requests), with an acceptance rate of 81.8％. The time required to carry out this initiative (mean value ± standard deviation) was 59.2 ± 13.3 min per day.</p><p>By analyzing the medical data, we were able to systematically and continuously monitor the proper use of drugs that require particular attention in hospitalized patients.</p>"}],"abstractLicenseFlag":"disallow"}],"creator":[{"@id":"https://cir.nii.ac.jp/crid/1410584276612123266","@type":"Researcher","foaf:name":[{"@language":"en","@value":"Nagata Kenichiro"},{"@language":"ja","@value":"永田 健一郎"}],"jpcoar:affiliationName":[{"@language":"en","@value":"Department of Pharmacy, Kyushu University Hospital"},{"@language":"ja","@value":"九州大学病院薬剤部"}]},{"@id":"https://cir.nii.ac.jp/crid/1410584276612123267","@type":"Researcher","foaf:name":[{"@language":"en","@value":"Ishida Shigeru"},{"@language":"ja","@value":"石田 茂"}],"jpcoar:affiliationName":[{"@language":"ja","@value":"九州大学病院薬剤部"},{"@language":"en","@value":"Department of Pharmacy, Kyushu University Hospital"}]},{"@id":"https://cir.nii.ac.jp/crid/1410584276612123265","@type":"Researcher","foaf:name":[{"@language":"en","@value":"Tsukinoki Shoko"},{"@language":"ja","@value":"月野木 祥子"}],"jpcoar:affiliationName":[{"@language":"en","@value":"Department of Pharmacy, Kyushu University Hospital"},{"@language":"ja","@value":"九州大学病院薬剤部"}]},{"@id":"https://cir.nii.ac.jp/crid/1410584276612123271","@type":"Researcher","foaf:name":[{"@language":"en","@value":"Muraoka Kayoko"},{"@language":"ja","@value":"村岡 香代子"}],"jpcoar:affiliationName":[{"@language":"en","@value":"Department of Pharmacy, Kyushu University Hospital"},{"@language":"ja","@value":"九州大学病院薬剤部"}]},{"@id":"https://cir.nii.ac.jp/crid/1410584276612123268","@type":"Researcher","foaf:name":[{"@language":"en","@value":"Nakashima Takafumi"},{"@language":"ja","@value":"中島 貴史"}],"jpcoar:affiliationName":[{"@language":"en","@value":"Department of Pharmacy, Kyushu University Hospital"},{"@language":"ja","@value":"九州大学病院薬剤部"}]},{"@id":"https://cir.nii.ac.jp/crid/1410584276612123264","@type":"Researcher","foaf:name":[{"@language":"en","@value":"Grimm Rieko"},{"@language":"ja","@value":"グリム 理恵子"}],"jpcoar:affiliationName":[{"@language":"en","@value":"Department of Pharmacy, Kyushu University Hospital"},{"@language":"ja","@value":"九州大学病院薬剤部"}]},{"@id":"https://cir.nii.ac.jp/crid/1410584276612123274","@type":"Researcher","foaf:name":[{"@language":"en","@value":"Kanaya Akiko"},{"@language":"ja","@value":"金谷 朗子"}],"jpcoar:affiliationName":[{"@language":"en","@value":"Department of Pharmacy, Kyushu University Hospital"},{"@language":"ja","@value":"九州大学病院薬剤部"}]},{"@id":"https://cir.nii.ac.jp/crid/1410584276612123269","@type":"Researcher","foaf:name":[{"@language":"en","@value":"Suetsugu Kimitaka"},{"@language":"ja","@value":"末次 王卓"}],"jpcoar:affiliationName":[{"@language":"ja","@value":"九州大学病院薬剤部"},{"@language":"en","@value":"Department of Pharmacy, Kyushu University Hospital"}]},{"@id":"https://cir.nii.ac.jp/crid/1410584276612123272","@type":"Researcher","foaf:name":[{"@language":"en","@value":"Hirota Takeshi"},{"@language":"ja","@value":"廣田 豪"}],"jpcoar:affiliationName":[{"@language":"en","@value":"Department of Pharmacy, Kyushu University Hospital"},{"@language":"ja","@value":"九州大学病院薬剤部"}]},{"@id":"https://cir.nii.ac.jp/crid/1410584276612123270","@type":"Researcher","foaf:name":[{"@language":"en","@value":"Ieiri Ichiro"},{"@language":"ja","@value":"家入 一郎"}],"jpcoar:affiliationName":[{"@language":"en","@value":"Department of Pharmacy, Kyushu University Hospital"},{"@language":"ja","@value":"九州大学病院薬剤部"}]},{"@id":"https://cir.nii.ac.jp/crid/1410584276612123273","@type":"Researcher","foaf:name":[{"@language":"en","@value":"Nakamura Shoji"},{"@language":"ja","@value":"中村 尚司"}],"jpcoar:affiliationName":[{"@language":"en","@value":"Department of Pharmacy, Kyushu University Hospital"},{"@language":"ja","@value":"九州大学病院薬剤部"}]}],"publication":{"publicationIdentifier":[{"@type":"PISSN","@value":"1346342X"},{"@type":"LISSN","@value":"1346342X"},{"@type":"EISSN","@value":"18821499"}],"prism:publicationName":[{"@language":"en","@value":"Iryo Yakugaku (Japanese Journal of Pharmaceutical Health Care and Sciences)"},{"@language":"ja","@value":"医療薬学"},{"@language":"en","@value":"Iryo Yakugaku (Japanese Journal of Pharmaceutical Health Care and Sciences)"},{"@language":"en","@value":"JJPHCS"},{"@language":"en","@value":"Jpn. J. Pharm. Health Care Sci."},{"@language":"ja","@value":"医療薬学"}],"dc:publisher":[{"@language":"en","@value":"Japanese Society of Pharmaceutical Health Care and Sciences"},{"@language":"ja","@value":"一般社団法人日本医療薬学会"}],"prism:publicationDate":"2024-06-10","prism:volume":"50","prism:number":"6","prism:startingPage":"294","prism:endingPage":"302"},"reviewed":"false","url":[{"@id":"https://www.jstage.jst.go.jp/article/jjphcs/50/6/50_294/_pdf"},{"@id":"https://search.jamas.or.jp/link/ui/2025081412"}],"availableAt":"2024-06-10","foaf:topic":[{"@id":"https://cir.nii.ac.jp/all?q=medical%20data","dc:title":"medical data"},{"@id":"https://cir.nii.ac.jp/all?q=data%20warehouse","dc:title":"data warehouse"},{"@id":"https://cir.nii.ac.jp/all?q=drug%20information","dc:title":"drug information"},{"@id":"https://cir.nii.ac.jp/all?q=electronic%20medical%20record","dc:title":"electronic medical record"},{"@id":"https://cir.nii.ac.jp/all?q=medical%20data","dc:title":"medical data"},{"@id":"https://cir.nii.ac.jp/all?q=data%20warehouse","dc:title":"data warehouse"},{"@id":"https://cir.nii.ac.jp/all?q=drug%20information","dc:title":"drug information"},{"@id":"https://cir.nii.ac.jp/all?q=electronic%20medical%20record","dc:title":"electronic medical record"}],"relatedProduct":[{"@id":"https://cir.nii.ac.jp/crid/1360294645643801856","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Averting Alert Fatigue to Prevent Adverse Drug Reactions"}]},{"@id":"https://cir.nii.ac.jp/crid/1360294647109621248","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Alert fatigue"}]},{"@id":"https://cir.nii.ac.jp/crid/1360855570717443584","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@value":"Drug—drug interactions that should be non-interruptive in order to reduce alert fatigue in electronic health records"}]},{"@id":"https://cir.nii.ac.jp/crid/1390564238071173888","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@language":"ja","@value":"腎機能障害患者に対して禁忌となる処方の検索システムを用いた薬物治療適正化への取り組み"},{"@language":"en","@value":"Employing a screening system for optimizing medication in contraindicated drug prescriptions in renal failure patients."},{"@language":"ja-Kana","@value":"ジンキノウ ショウガイ カンジャ ニ タイシテ キンキ ト ナル ショホウ ノ ケンサク システム オ モチイタ ヤクブツ チリョウ テキセイカ エ ノ トリクミ"}]},{"@id":"https://cir.nii.ac.jp/crid/1390575661586442496","@type":"Article","relationType":["references"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Research Trends and Future Issues Related to Pre-analysis Data Preprocessing in Large-scale Real-World Data ―With the Goal of Using it in Clinical Research―"},{"@language":"ja","@value":"大規模リアルワールドデータにおける解析前のデータ 前処理に関する研究動向と今後の課題について ―臨床研究への利活用を見据えて―"}]},{"@id":"https://cir.nii.ac.jp/crid/1390869445398439680","@type":"Article","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"ja","@value":"医療安全専任薬剤師による経口副腎皮質ホルモン薬治療患者に対するB型肝炎ウィルス再活性化対策ガイドライン遵守のための取り組み"},{"@language":"en","@value":"The Role of Medication-Safety Pharmacists in Improving Physician Adherence to Guidelines for Hepatitis B Virus Reactivation Prevention in Patients Undergoing Oral Corticosteroid Therapy"}]}],"dataSourceIdentifier":[{"@type":"JALC","@value":"oai:japanlinkcenter.org:2013668472"},{"@type":"CROSSREF","@value":"10.5649/jjphcs.50.294"},{"@type":"CROSSREF","@value":"10.5649/jjphcs.51.749_references_DOI_aEblzmBkHQDmq3TsG7IufWyg75q"}]}