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This article provides a computational analysis of the behavioural effects of ADHD and its epigenetic factors including the DNA methylation in relation to the ST3GAL3 gene. As individuals with ADHD are at risk of consuming digital media in an unhealthy manner, the behavioural effects are considered in the context of problematic digital media use (PDMU). This is examined in relation to the associated neurological impairments in self-regulation as well as reward processing. The paper includes a systematic literature review combined with a higher-order adaptive dynamical system modelling approach to simulate these mental and behavioural dynamics.

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On the Interplay of Epigenetics, ADHD and Digital Media Usage: An Adaptive Dynamical System Modelling Approach

  • 会议论文

  • 发表日期：

    2025年

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  • Nastasija Loren Hinkel,
  • Jan Treur

摘要

This article provides a computational analysis of the behavioural effects of ADHD and its epigenetic factors including the DNA methylation in relation to the ST3GAL3 gene. As individuals with ADHD are at risk of consuming digital media in an unhealthy manner, the behavioural effects are considered in the context of problematic digital media use (PDMU). This is examined in relation to the associated neurological impairments in self-regulation as well as reward processing. The paper includes a systematic literature review combined with a higher-order adaptive dynamical system modelling approach to simulate these mental and behavioural dynamics.