Digital Mental Health Interventions
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Severity of depression and anxiety correlates with measurable physiological and behavioral changes detected by a consumer-grade wearable ring, especially in moderate-to-severe cases.
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Digital primary care encounters increased from 15.2% to 25.8% between 2021 and 2025, with overall primary care coverage stabilizing around 44-48% in Finland.
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AI voice-based coach Lumen delivering problem-solving treatment significantly reduces depression and anxiety symptoms in adults with untreated moderate depression and/or anxiety, with effects comparable to human coaching.
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Individuals show significantly lower intentions to seek help from chatbots for suicide thoughts compared to informal and formal sources, with only a weak connection to anonymous online sources.
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