Swiss Cheese Model Calculator

Analyze layered COVID-19 protection strategies

Protection Layers Configuration

πŸ§€ Swiss Cheese Layers

Each layer is imperfect (like holes in Swiss cheese), but together they provide strong protection. Configure effectiveness and compliance for each layer.

😷

Face Masks

Source control and personal protection

Real effectiveness: 59.5%| Contributes: 59.5% protection
πŸ“

Social Distancing

Physical distance between people

Real effectiveness: 60%| Contributes: 60.0% protection
🧼

Hand Hygiene

Regular handwashing and sanitizing

Real effectiveness: 54%| Contributes: 54.0% protection
🌬️

Ventilation

Air circulation and filtration

Real effectiveness: 51%| Contributes: 51.0% protection
πŸ§ͺ

Testing

Regular screening and surveillance

Real effectiveness: 45%| Contributes: 45.0% protection
πŸ’‰

Vaccination

Immunization protection

Real effectiveness: 48.8%| Contributes: 48.8% protection
🏠

Isolation

Quarantine of symptomatic/positive cases

Real effectiveness: 66.5%| Contributes: 66.5% protection
πŸ“±

Contact Tracing

Identifying and notifying contacts

🌍 Environmental Context

πŸ“Š Situational Factors

Total number of people in the environment

How long people will be exposed

Swiss Cheese Model Analysis Results

99.7%
Layer Protection
7 active layers
0.3%
Residual Risk
After layer protection
1%
Environmental Risk
Including context
🟒
Very Low
Overall Risk

Active Layer Contributions

😷Face Masks
59.5%
πŸ“Social Distancing
60%
🧼Hand Hygiene
54%
🌬️Ventilation
51%
πŸ§ͺTesting
45%
πŸ’‰Vaccination
48.8%
🏠Isolation
66.5%

Environmental Factors

Setting impact:1.8x
Activity impact:1x
Crowd factor:0.78x
Duration factor:2x

Risk Analysis

Base risk:100%
After layers:0.3%
After environment:1%
Risk reduction:99.5%

πŸ“‹ Recommendations

Priority Actions:
  • Excellent protection strategy
  • Maintain current measures and monitor compliance

πŸ§€ The Swiss Cheese Model

Each Layer Has "Holes"
No single protection measure is 100% effective
Multiple Layers Block Risk
Combined layers cover each other's weaknesses
Compliance Matters
Real-world effectiveness depends on proper use
Context Is Critical
Environment and activity affect layer performance

πŸ“Š Layer Effectiveness Guide

😷 Masks (N95)90-95%
πŸ“ Social Distance80-90%
🌬️ Good Ventilation85-95%
πŸ’‰ Vaccination70-95%
πŸ§ͺ Testing85-95%
🏠 Isolation95-99%

⚠️ Risk Level Guide

🟒
Very Low (<5%)
Excellent protection
πŸ”΅
Low (5-15%)
Good protection
🟑
Moderate (15-35%)
Consider improvements
🟠
High (35-60%)
Add more layers
πŸ”΄
Very High (>60%)
Urgent improvements needed

Understanding the Swiss Cheese Model

The Concept

The Swiss Cheese Model, developed by Professor James Reason for accident analysis and adapted by Professor Ian Mackay for COVID-19, illustrates how layered defenses work. Each layer has gaps (like holes in Swiss cheese), but when properly aligned, multiple layers provide strong protection.

Key Principles:

  • β€’No Perfect Layer: Every protection measure has limitations
  • β€’Multiplicative Effect: Layers multiply protection, don't just add
  • β€’Compliance Critical: Theoretical effectiveness requires proper use
  • β€’Context Dependent: Environment affects all layer performance

Mathematical Model

The Swiss Cheese Model uses multiplicative risk reduction. If each layer blocks a percentage of risk, the residual risk is calculated as:

Residual Risk = (1 - Layer₁) Γ— (1 - Layerβ‚‚) Γ— ... Γ— (1 - Layerβ‚™)

For example, if you have:

β€’ Masks: 70% effective
β€’ Social Distancing: 80% effective
β€’ Ventilation: 85% effective

Residual risk = (1-0.7) Γ— (1-0.8) Γ— (1-0.85) = 0.3 Γ— 0.2 Γ— 0.15 = 0.009 = 0.9%

This means 99.1% protection - much better than any single layer!

Protection Layer Effectiveness

Protection LayerTypical EffectivenessKey FactorsImplementation Challenges
😷 Face Masks50-95%Type, fit, material qualityProper fitting, compliance, replacement
πŸ“ Social Distancing60-90%Distance, duration, activity levelSpace limitations, social pressure
🧼 Hand Hygiene40-80%Frequency, technique, products usedAccessibility, habit formation
🌬️ Ventilation60-95%Air changes, filtration, outdoor airInfrastructure, weather, cost
πŸ§ͺ Testing70-95%Frequency, test type, follow-upCost, logistics, result delays
πŸ’‰ Vaccination50-95%Vaccine type, timing, variantsAvailability, hesitancy, updates
🏠 Isolation90-99%Complete separation, durationEconomic impact, mental health
πŸ“± Contact Tracing40-90%Speed, coverage, technologyPrivacy, participation, capacity

πŸ₯ Important Health Disclaimer

FOR EDUCATIONAL PURPOSES ONLY: This Swiss Cheese Model calculator provides theoretical risk analysis based on simplified epidemiological models for educational purposes. Results should not replace official public health guidance or professional medical advice. Real-world effectiveness of protection layers depends on many factors including proper implementation, compliance rates, environmental conditions, viral variants, individual health status, and local transmission rates. The model uses general effectiveness estimates that may not reflect current scientific understanding or specific circumstances. Always follow current guidelines from health authorities like WHO, CDC, and local public health departments. This tool is intended to help understand the concept of layered protection strategies, not to guide specific health decisions. Consult healthcare professionals and official health sources for personalized guidance on COVID-19 prevention and risk assessment.