システムの変化のためのレシピ: 予測モデルとホームレスサービスの路面レベルの官僚主義
Curtis Smith1, Moinak Bhaduri2
1Sociology Department, Bentley University, Boston, Massachusetts, United States of America.
PloS one
|August 21, 2025
まとめ
住居のない人のための 制度改革の成功は 資金援助だけでなく 実践と関係の変化に 依存しています 前線労働者に権限を与えることは,持続的なポジティブな成果の鍵です.
科学分野:
- 社会科学
- 公共政策
- 組織的行動
背景:
- 無家化は複雑な社会問題で 効果的なシステム変革戦略が必要です
- ストリートレベルの官僚主義は 弱い立場の人々のためのサービス提供と成果に影響を与えます
- 既存のシステム変化モデルには 定量的な検証や予測能力が欠けている.
研究 の 目的:
- ホームレスの問題に取り組むのに必要な重要な要素を分析する.
- 数学的予測モデリングを用いて,システム変化の理論モデルを検証し,精錬する.
- 社会的サービス機関における変革の主要な動機と障壁を特定する.
主な方法:
- マイケル・リプスキーの 路上の官僚主義理論を利用した
- "100日チャレンジTM"モデルを導入し,最前線労働者に力を与えました.
- 条件付き確率と変化点分析を含む量的な分析を適用した.
- アメリカ各地のホームレスの事例を分析しました
主要な成果:
- 変化のヒエラルキーを確認しました 変容的,リレーショナル/メンタル,データ主導のシェア
- 変化を予測するための確立された相関保証 (例えば,関係の変化は,50%の確率で精神的な変化を予測する).
- ホームレスの問題に対する 進展の減少の重要な原因として 人材不足を特定した.
- 変革のためのリソースよりも 実践や関係の変化の方が 影響力があることが分かりました
結論:
- 変革的なシステムの変化は 実践や関係における変化によって最も効果的に導かれます
- フロントラインの労働者に力を与え 持続的な成功には不可欠です
- 数学モデリングは,システムの変化を理解し,最適化するためのデータ主導のアプローチを提供します.
- 政策と実践は,リソースの配分と並行して,関係性や運営上の改善を優先すべきです.
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