Mitigating The Quick-Fix Fallacy and Kinesiophobia Following Orthobiologic Interventions: A Deterministic Health Informatics Architecture For Longitudinal Sports Rehabilitation

Abstract

Background: Regenerative orthobiologics, primarily Platelet-Rich Plasma (PRP) and Hyaluronic Acid (HA), induce rapid biochemical analgesia. In sports rehabilitation, this early pain reduction frequently triggers a "quick-fix fallacy," causing athletes to initiate premature loading before structural collagen maturation. Concurrently, kinesiophobia impedes necessary mechanotransduction during episodic follow-up care.

Objective: To design, implement, and computationally benchmark a deterministic assistive health informatics architecture that continuously bridges the outpatient monitoring gap, preventing premature tissue overload and mitigating kinesiophobia.

Methods: A three-tiered clinical decision support framework was constructed. Tier-1 captures asynchronous Ecological Momentary Assessments (EMA) measuring Visual Analog Scale (VAS) pain, Rating of Perceived Exertion (RPE), and Tampa Scale for Kinesiophobia (TSK-11) on a mobile edge node with hash-indexed storage (  access). Tier-2 enforces HL7 FHIR Release 4 JSON serialisation over TLS 1.3 and AES-256-GCM encryption. Tier-3 executes a deterministic  boolean rule engine evaluated against clinical healing envelopes under Human-in-the-Loop (HITL) physician governance.

Results: In empirical verification benchmarks on 10,000 synthetic patient trajectories, threshold evaluation latency averaged  ( ). Rapid analgesia (  within 14 days) combined with excessive loading ( ) triggered an OVERLOAD_WARNING. Low pain ( ) with rising fear-avoidance (  after Day 21) reliably triggered a PHOBIC_ARREST triage alert.

Conclusion: This deterministic architecture eliminates outpatient monitoring blind spots, providing clinicians with real-time, explainable telemetry to protect collagen remodelling and resolve kinesiophobia.