Models & Researchdigital mental healthmeasurementpersonalizationengagement
Ultra-Abridged Scales Enable Personalization in Digital Mental Health
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5.4
The paper presents ultra-abridged individual difference scales to enable personalization in digital mental health, aiming to improve uptake, engagement, and user experiences. It proposes a three-tiered decision framework for scale shortening to support personalization across nudges, messages, choice presentations, interventions, and overall product design.
Scoring Rationale
Offers a practical measurement and decision framework that aids personalization in digital mental health; valuable for researchers and product teams but not industry-transforming.
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