Home▸Articles▸Economics & Social Systems

Supply Chain Port Shock: Understanding Queueing Theory and Its Economic Impacts

A simulation that illustrates how disruptions in port operations can significantly affect supply chain efficiency and costs.

mysimulator teamUpdated June 2026≈ 3 min read▶ Open the simulation

What is Supply Chain Port Shock?

Supply chain port shock refers to disruptions or delays that occur when ports experience congestion due to factors such as limited berths, increased ship arrivals, or operational closures. These shocks can lead to significant backlogs and delays in the movement of goods.

The simulation models this phenomenon by showing ships queuing for berths at a port and the subsequent impact on a downstream warehouse buffer.

How Does It Work?

In the simulation, ship arrivals are governed by a rate that can be adjusted using the 'Ship arrival rate slider.' The number of available berths is controlled with the 'Port berths slider,' and handling times for ships at these berths are modified via the 'Handling time slider.'

A downstream warehouse buffer's capacity is set with the 'Buffer stock slider,' which drains as ships unload, simulating real-world logistics.

live demo · related simulation● LIVE

Why Does It Matter?

Understanding supply chain port shock is crucial for businesses and policymakers to manage risks associated with disruptions in global trade. By analyzing these simulations, stakeholders can optimize resource allocation and develop contingency plans.

The economic implications of such shocks include increased costs due to delays, potential loss of business, and the need for alternative transportation methods.

Real-World Examples

Port congestion in major hubs like Shanghai or Rotterdam can lead to significant delays, affecting not only local businesses but also global supply chains. For instance, during the 2020 pandemic, container ships faced long queues at ports worldwide.

The simulation helps predict and mitigate such disruptions by providing insights into how different parameters interact and affect overall efficiency.

Frequently asked questions

How does a port closure impact supply chains?

A port closure can lead to severe backlogs, increased handling times, and delays in the movement of goods. This can result in higher costs for businesses and potential losses due to delayed deliveries.

Can this simulation predict future disruptions?

While the simulation cannot predict specific future events, it can help model different scenarios based on current data and parameters. This allows stakeholders to prepare better for potential disruptions and optimize their supply chain strategies.

What are some ways to mitigate port congestion?

Mitigating port congestion involves optimizing resource allocation, improving handling efficiency, increasing berth capacity, and developing alternative transportation routes or ports.

How does this simulation relate to other economic models?

This simulation is part of a broader field of queueing theory applied in economics. It complements other models by focusing on the specific dynamics of port operations and their impact on supply chains, providing a practical application of theoretical concepts.

Try it live

Everything above runs in your browser — open Supply Chain Port Shock (2D) and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.

▶ Open Supply Chain Port Shock (2D) simulation

What did you find?

Add reproduction steps (optional)