Using Behavioral Motion Patterns to Predict Children’s Mobile Device Use: Model Performance Under a Standardized Screen-Time Protocol
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By
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Olivia L. Finnegan
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Bridget Armstrong
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Elizabeth L. Adams
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Sarah Burkart
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Michael W. Beets
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James W. White, III
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Joshua Culverhouse
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Srihari Nelakuditi
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Zifei Zhong
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Hongpeng Yang
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Keagan P. Kiely
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Rahul Ghosal
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Robert G. Weaver
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October 11, 2026