インドネシアにおける母子ケア健康レコメンダーシステムの課題:実装前質的研究
Rinto Priambodo1,2, Putu Wuri Handayani1, Rizal Fathoni Aji1
1Faculty of Computer Science, University of Indonesia, Depok, Indonesia.
JMIR formative research
|February 6, 2026
まとめ
インドネシアにおける母子ケアのための健康レコメンダーシステムの導入は、スキル、精度、標準化における課題に直面している。ユーザーの関与とシステムの信頼性は、成功裡の導入と母子保健アウトカムの改善にとって重要である。
科学分野:
- ヘルスインフォマティクス
- 母子保健
- ヘルスシステムリサーチ
背景:
- 定期的な妊産婦健診(ANC)は、母体罹患率および死亡率を削減するために不可欠である。
- 健康レコメンダーシステムは、パラメータを監視し、調整されたアドバイスを提供することによってANCを強化できる。
- 早期の特定と介入は、母子のアウトカムを改善するための鍵である。
研究 の 目的:
- インドネシアにおける母子ケア健康レコメンダーシステムの導入前課題を質的に分析すること。
- 医療提供者、患者、政策立案者を含む多様なステークホルダーからの洞察を収集すること。
- 母子ケアにおけるデジタルヘルスツールの統合を成功させるための障壁を特定すること。
主な方法:
- 37人のステークホルダーへの半構造化面接を用いた質的研究。
- 参加者には、医療従事者、患者、政府関係者、テクノロジーベンダーが含まれた。
- テーマ分析を用いて面接データを分析し、コーダー間信頼性(Cohen κ=0.90)を確保した。
主要な成果:
- 人々、プロセス、インフラストラクチャ、およびポリシーの次元にわたって特定された主な課題。
- 6つの主要な課題(スキル、精度、完全性、適時性、コスト、標準化)がコードの64.43%を占めた。
- ユーザーの関与、技術的進歩、データの精度、サービスの信頼性、コスト管理、および明確な標準が重要である。
結論:
- 医療専門家と患者のニーズを満たすためには、システム設計におけるユーザーの関与が不可欠である。
- 信頼を構築し、効果的な意思決定を行うためには、システムの信頼性を向上させ、入力エラーを削減することが重要である。
- より広範な実装のためには、標準化されたガイドラインと規制基準の遵守が必要である。
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