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This chapter presents a model, results and infrastructure, showing how embedded evaluation can enhance well-being impact. Noise Solution delivers 1:1 music-technology mentoring across the East of England for young people whom 'traditional' services struggle to engage. Guided by Self-Determination Theory, participant-led sessions pair with a secure digital story platform sharing weekly highlights and reflections securely with families and professionals. Outcomes are captured in situ: qualitative narratives alongside NHS SWEMWBS well-being data are collected pre- and post-programme within the same CRM and automatically analysed. Cohort analyses (n388) show statistically significant gains in well-being (p.001) and shifts to at or above national norms. The platform enables further automated analytics, using AI-assisted discursive analysis, reducing reporting burden and informing practice.

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No More Feedback Forms: Noise Solution’s Digital, Narrative-Driven A.I. Model for Measuring While Improving Youth Well-Being

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  • 发表日期：

    2025年

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  • Simon Glenister

摘要

This chapter presents a model, results and infrastructure, showing how embedded evaluation can enhance well-being impact. Noise Solution delivers 1:1 music-technology mentoring across the East of England for young people whom 'traditional' services struggle to engage. Guided by Self-Determination Theory, participant-led sessions pair with a secure digital story platform sharing weekly highlights and reflections securely with families and professionals. Outcomes are captured in situ: qualitative narratives alongside NHS SWEMWBS well-being data are collected pre- and post-programme within the same CRM and automatically analysed. Cohort analyses (n388) show statistically significant gains in well-being (p.001) and shifts to at or above national norms. The platform enables further automated analytics, using AI-assisted discursive analysis, reducing reporting burden and informing practice.