Prediction of smartphone overdependence and analysis of its influencing factors among older adults based on machine learning

Key Points

• Smartphone overdependence can be predicted using machine learning techniques, addressing a growing concern.
• The study identifies key risk factors among older adults, highlighting significant areas for intervention.
• Artificial intelligence algorithms provide essential insights into behavioral patterns related to smartphone use.
• These findings underscore the importance of understanding technology's impact on older adults' well-being.