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EmergInsight：データ視覚化と分析による救急医療最適化のためのリアルタイムダッシュボード

Francesco Branda1, Vincenzo Andretta2, Mohamed Mustaf Ahmed3

  • 1Unit of Medical Statistics and Molecular Epidemiology, Campus Bio-Medico University of Rome, Rome, 00128, Italy.

JAMIA open
|January 26, 2026
PubMed
まとめ

EmergInsightは、データ視覚化により救急部門（ED）の業務を最適化するリアルタイムダッシュボードです。患者ケアの改善に向けたリソース配分とデータに基づいた意思決定を支援します。

キーワード:
意思決定支援システム救急部門ヘルスインフォマティクスヘルスケアダッシュボードリアルタイム分析

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科学分野:

  • ヘルスインフォマティクス; ヘルスケアマネジメント; データ視覚化

背景:

  • イタリアにおける断片化された医療データと救急部門（ED）の需要増加は、運用効率と意思決定の改善を必要としています。現在のシステムは、効果的なED管理のためのリアルタイムの洞察を提供することに苦労しています。

研究 の 目的:

  • インタラクティブなリアルタイムダッシュボードプロトタイプであるEmergInsightを導入すること。臨床データと運用データを視覚化および分析することにより、EDの運用を最適化すること。

主な方法:

  • EmergInsightダッシュボードは、「サン・ジョヴァンニ・ディ・ディオ・エ・ルッギ・ダラゴーナ」大学病院（2022-2023年）のデータを使用してテストされました。運用効率、重症度管理、リソース利用、需要予測の4つのモジュールにわたって、パフォーマンス指標、地理空間マップ、トレンド分析、予測ツールを統合しています。

主要な成果:

  • 分析により、季節的なアクセスパターン、高い「グリーンコード」の普及率、早期の患者離脱、高齢患者に対する集中短期観察（OBI）の顕著な使用が明らかになりました。地理空間マッピングは需要の高い地域を特定し、予測モジュールは信頼性の高い患者アクセス予測を提供しました。

結論:

  • EmergInsightは、積極的な救急部門管理を可能にします。リソース配分を改善し、ヘルスケア提供の強化に向けたデータに基づいた意思決定をサポートします。