The Law of Alignment

Clinical Burnout Simulator

WELCOME TO THE CLINICAL BURNOUT SIMULATOR

Healthcare & Clinical Burnout Alignment (LAE-SDI v1.0)

Instructions & Explanation

How to Use the Healthcare & Clinical Burnout Alignment Simulator

Use the interactive sliders below to model how patient admissions, rest shifts, workflow protocols, and compensatory emotional effort impact clinical staff capacity and care quality over a 60-shift horizon.

Simulator Controls

  • Patient Load / Shift Strain (D): Emergency admissions, bed turnover rate, and administrative charting workload.
  • Rest Shifts & Staffing Ratios (R): Mandatory rest windows, adequate staffing ratios, and psychological debriefing.
  • Protocol Efficiency / Support (I): Team coordination, digital health tools, and streamlined clinical workflows.
  • Max Emotional / Overtime Effort (Amax): Maximum emotional labor, adrenaline-driven shifts, and overtime availability.
  • Fatigue Drain Multiplier (α): Depletion rate per unit of unmitigated clinical stress.
  • Target Care Quality Standard (P):** Quality of care metrics, round times, and patient safety targets.

Interpreting the Results

  • Clinical Drift Index (SDI): Calculates long-term clinical staff sustainability.
    • Below 1.0 (BALANCED CARE): Staff rest and streamlined protocols continuously maintain clinical capacity.
    • 1.0 to 1.5 (LATENT BURNOUT): Patient care quality appears sustained, but relies heavily on emotional labor, double shifts, and overtime masking underlying exhaustion.
    • Above 1.5 (SYSTEMIC ATTRITION): Exhaustion reserves are spent, causing critical capacity failure, elevated medical error rates, and rapid staff resignations.
  • The Dynamic Chart:
    • Clinical Capacity (Pink): Underlying physical stamina, mental resilience, and healthcare worker well-being.
    • Care Standard (Green): Observed patient throughput and care quality standard.
    • Emotional / Overtime Effort (Dashed Amber): Compensatory emotional masking and overtime buffering capacity drops.
    • Error Risk Limit (Dashed Red): The critical boundary where severe medical errors and unit collapse occur.

Healthcare & Clinical Burnout Alignment Simulator (LAE-SDI v1.0)

Simulating Clinical Staff Capacity (C(t)), Care Quality Output (P(t)), Compensatory Emotional Effort (A(t)), and Clinical Drift Index (SDI).

Model Status: Illustrative
Clinical Drift Index (SDI)
0.00
Compensation Limit (Ccrit)
0.0
Capacity level where effort can no longer compensate
Clinical System State
BALANCED CARE
Alignment Margin
0.0%
Distance from SDI = 1 boundary
Overdrive Utilization
0.0%
Peak A / maximum A
Capacity Trend
STABLE
Sign of modeled dC/dt
Time to Capacity Boundary
Not reached
First C(t) < Ccrit
Technical model & assumptions
Capacity dynamics
dC/dt = β·R + I − γ·D, with C(t) clamped to [0, C0]
Clinical Drift Index
SDI = (γ·D) / (β·R + I)
Compensatory effort
A(t) = min(Amax, max(0, P* − φC)), where φC = (C(t) / C0) · P*
Compensation limit
Ccrit = C0 · max(0, 1 − Amax / P*)
Model constants
β = 1.0  |  γ = 1.2·α  |  C0 = 100  |  horizon = 60 time units
SDI interpretation
SDI < 1: modeled restorative capacity exceeds modeled demand pressure. SDI = 1: balance boundary. SDI > 1: modeled net capacity depletion.
This simulator is an illustrative system-dynamics model. It is not a medical diagnostic instrument, clinical prediction system, patient-risk calculator, or substitute for professional clinical judgment.