価値ベースの予防ケアにおけるチャットボット・アウトリーチ: 遡及的分析
Jincy Chacko1,2, Yuane Jia3, Kimon Stathakos1
1Northwell Health, New Hyde Park, NY, United States.
JMIR medical informatics
|February 12, 2026
まとめ
予防ケアのギャップを埋めるのに最も効果的なのは電話によるアウトリーチであり,チャットボットは糖尿病患者などの特定のグループに期待を寄せている. 価値に基づくケアには,カスタマイズされた戦略が鍵となる.
科学分野:
- 医療サービス 研究 医療サービス
- デジタル・ヘルス・デジタル・ヘルス
- 予防的なケアをする.
背景:
- 価値に基づくケアには,予防的ケアのギャップを埋めるための積極的な戦略が必要です.
- 患者の関与は,物流的,行動的,社会経済的障壁によって妨げられます.
- チャットボットと同様に,デジタル・アウトリーチは潜在的可能性を秘めているが,比較効果に関する研究が必要である.
研究 の 目的:
- 予防スクリーニングやウェルネス訪問のための伝統的な方法 (電話,電子メール,郵便,マルチチャネル) と対比してチャットボットのアウトリーチ効果を評価する.
- 異なるアウトリーチ方式におけるコンプライアンス率を比較する.
主な方法:
- ニューヨークの41,959人の参加者 (2021-2023) の50,145人の介護のギャップを遡及的に調査した.
- アウトリーチ方法には,チャットボットSMS,電話,電子メール,郵便などが含まれていました.
- ロジスティック回帰とチスクエア分析では,アウトリーチ,人口統計,PCP関係,社会脆弱性指数 (SVI) の間の関連を調べました.
主要な成果:
- 電話によるアウトリーチは,全体的により高い遵守結果をもたらしました.
- チャットボットは2023年 (OR1.81年) に,糖尿病の治療のための電話通話のみを上回った.
- プライマリケアにおける医師の継続性は,ギャップの縮小を強く予測した;より高いSVIクォーティルは,プライマリケアにおける例外を除いて,一般的に従順性の低下と相関していた.
結論:
- アウトリーチ・モダリティは,予防ケア遵守に大きく影響を与えます.
- 電話によるアウトリーチは一般的に最も効果的ですが,チャットボットはターゲットを絞ったアプリケーションを持っています.
- テクノロジー,患者の好み,およびプライマリケアを組み合わせた統合された,公平性に基づいた戦略は,価値ベースのケアにとって極めて重要です.
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