LINC: a framework for maintaining high-quality passive data in digital phenotyping studies.

Abstract excerpt

Achieving high-quality passive data in smartphone-based digital phenotyping studies remains a significant challenge in real-world settings where technical barriers and inconsistent user engagement limit continuous data collection. In response to the field's overreliance on imputation methods and model-based approaches, we present LINC, a framework of best practices that supports the collection of high-quality...

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