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Positive Emoji Use Tracked Lower Depression in 120 Students

Low-burden digital phenotyping is appealing because college students already leave daily traces in phones, messages, sleep logs, and voice samples. In Henry et al.’s 120-student study, positive emoji use was the clearest signal compared with GPS and complex voice biomarkers: higher positive emoji use tracked lower depression and anxiety, while speech rate and sleep added …

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