進化する社会技術システムとしてのAI強化継続的職業開発:マルチメソッド理論的枠組み開発研究
Vjekoslav Hlede1, Sofia Valanci2, G Robert D'Antuono3
1Learning Division, American Society of Anesthesiologists, 1061 American Lane, Schaumburg, IL, 60173-4973, United States, 1 7734705592.
JMIR medical education
|February 12, 2026
まとめ
人工知能 (AI) は,複雑性理論とアクターネットワーク理論を統合することによって,医療継続的専門開発 (CPD) を変革しています. ALEERRT-CAのフレームワークは,AIの準備,責任ある実践の設計,そしてこの進化する社会技術的システムにおける将来の研究をガイドしています.
科学分野:
- 社会技術的システム
- 医療 専門職 教育 教育
- 医療における人工知能
背景:
- 現在の研究では,複雑な社会技術的システムとして,医療の継続的な専門的発達 (CPD) にAIの影響について統一されたモデルが欠けている.
- 既存のフレームワークは,倫理や識字などの要因を隔離し,それらの相互作用やAIでエンパワーされた患者と社会の役割を無視しています.
- CPDとより広範なヘルスケアエコシステムに対するAIのダイナミックな影響を理解するために,包括的なモデルが必要です.
研究 の 目的:
- 理論主導の枠組みを提案し,AIの構造を複雑性理論 (CT) とアクターネットワーク理論 (ANT) と統合し,AIによるCPDシステムの変容を説明する.
- CPDにおけるAIの実践,研究,政策への影響を洞察するモデルを開発する.
- AI強化のCPDを分析するための堅実な理論的基礎を提供する.
主な方法:
- マルチメソッド理論構築のアプローチが採用され,AI強化型CPDを現象として特定することから始まりました.
- 構造化された文献レビューでは,AI強化のCPDの重要なコンポーネントとCTとANTの理論的基盤が特定されました.
- 繰り返し行われるAIアシストされた誘拐分析により,このモデルが開発され,CPDでAIを使用している組織のケーススタディを使用して検証されました.
主要な成果:
- 開発されたALEERRT-CAの枠組みは,6つの柱 (AI識字,説明性,倫理,準備性,信頼性,学習理論) と2つの理論的レンズ (CTとANT) を含む.
- 複雑性理論 (CT) は,AI強化のCPDにおける出現と適応のようなマクロレベルのシステムダイナミクスを説明します.
- Actor-Network Theory (ANT) は,人間と非人間のアクターがAI強化のCPDをどのように形作るのかを明らかにし,AIによる代理人の再分配と新興学習ダイナミクスを示しています.
結論:
- この研究は,AI強化のCPDのための新しい社会技術モデルであるALEERRT-CAフレームワークを導入し,CTとANTを統合して説明力を向上させる.
- このフレームワークは,教育者,指導者,政策立案者にとって,AIの準備を評価し,責任あるCPDを設計し,将来の研究を導くための実践的なツールセットとして機能します.
- ALEERRT-CAは,医療教育と実践におけるAIの急速に進化する景観をナビゲートするための重要な理論的レンズを提供します.
キーワード:
AIはAIでAIはAIでAIの説明可能性AIの準備ができていることAIの信頼性 AIの信頼性AIで強化されたCPDアクター・ネットワーク理論人工知能 (AI) とは,人工知能 (AI) に関するブラックボックスはブラックボックスです.複雑さ 複雑さ 複雑さ継続的なプロフェッショナル・デベロップメント学習理論を学ぶことさらに関連する動画
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