ADHD as a disorder of operational capacity: a buffered-state framework for sustained engagement instability - Summary - MDSpire

ADHD as a disorder of operational capacity: a buffered-state framework for sustained engagement instability

  • By

  • Tianlai Tang

  • Christine Dong

  • July 16, 2026

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Objective:

To propose a constraint-level framework that conceptualizes ADHD as a disorder of operational capacity, emphasizing the challenges of sustained engagement under cognitive and emotional demand.

Approach:
  • Operational Economy (OE): A regulatory constraint principle that models sustained engagement as a buffered state, becoming fragile near saturation.
  • Global Switching Framework (GSF): A framework that mediates rapid state transitions into disengagement once engagement stability is exceeded, highlighting the dynamics of disengagement.
Key Findings:
  • ADHD is characterized by intact initial performance but late-stage disengagement that is abrupt, involuntary, and context-dependent.
  • The framework predicts sensitivity to cumulative demand and stress-related disengagement.
Interpretation:

The proposed framework integrates existing models while emphasizing threshold-dependent dynamics and bounded tolerance in ADHD, differentiating it from previous models.

Limitations:
  • The framework requires empirical validation, which is essential for its acceptance in the field.
  • It may not fully account for all individual differences across ADHD subtypes.
Conclusion:

The framework provides a coherent account of ADHD's clinical features and generates falsifiable predictions for future research, aligning with existing empirical findings.

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