What vaccine distribution planners can learn from Amazon and Walmart model

Fast fulfillment of uncertain demand is not unique to vaccine distribution. Amazon faces highly volatile demand for millions of products and yet is able to offer same-day and one-day delivery

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Instead of shipping vaccines directly to hospitals and pharmacies, states could set up regional “fulfillment centers”.

With such short supplies and high demand, worrying about waste may sound paradoxical, but is actually a predictable result of two well-known medical distribution challenges: complicated storage requirements and variability in demand.

For a given county, it is reasonable to expect demand for COVID-19 vaccines to be relatively stable. But forecasting demand at individual vaccination sites within a county on a weekly or daily basis is going to be challenging. People might miss or skip appointments for a variety of reasons, and few hospitals have the ability to share real-time usage and inventory information with public health authorities. Any time there is a mismatch between supply and demand, there is waste: Doses could spoil if they were already defrosted, or be sitting unused in freezers at one hospital while another hospital nearby is running short.

Fast fulfillment of uncertain demand is not unique to vaccine distribution. faces highly volatile demand for millions of products and yet is able to offer same-day and one-day delivery to 72% of the U. S. population. Its secret lies in regional fulfillment centers that pool inventory to meet demand across large regions.

Instead of shipping vaccines directly to hospitals and pharmacies, states could set up regional “fulfillment centers” in different counties with pooled inventory – much like Amazon’s. These fulfillment centers can restock vaccination sites on demand on a daily or weekly basis as needed. By using this just-in-time distribution strategy, supply could better match demand at specific sites and reduce potential waste of vaccines.

Getting vaccines to where they are needed

Regional fulfillment centers can help alleviate waste from fluctuating demand at different local sites, but you still need to be able to get vaccines to fulfillment centers. The faster this happens – and the less storage needed along the way – the less possibility for wasting vaccines.

Pfizer’s vaccine has to be kept at minus 70 degrees Celsius (minus 94 degrees Fahrenheit) for long-term storage. This requires expensive, ultralow-temperature freezers that have quickly become scarce as countries and states race to build their vaccine logistics infrastructure. Moderna’s vaccine requires only regular freezers, but some rural areas in the U. S. and many developing countries lack cold-chain infrastructure.

One way to minimize storage needs is to use an approach called cross-docking.

Walmart, sometimes called “the king of cross-docking,” popularized this idea that all but does away with excess storage requirements.

Instead of taking deliveries from incoming trucks to intermediate national or state-level warehouses, and then from warehouses to outgoing trucks, cross-docking skips the storage step. You can simply move goods across a loading dock directly from the trucks that came from airports or vaccine manufacturers straight to the outgoing trucks that are headed to various regional fulfillment centers.

Applying the cross-docking idea to vaccine distribution would greatly reduce the need for cold storage by getting rid of the need for freezers at intermediate warehouses. This would be especially beneficial to rural areas and developing countries.

To be certain, cross-docking requires meticulous planning and coordination from vaccine manufacturers, distributors, health departments, ground transportation companies, health care providers and patients, but it is doable. has built one of the most efficient supply chains on earth using this very idea.

The Conversation logo A smooth chain from manufacturer to hospital

U. S. health authorities could set up a system that uses cross-docking and freezer trucks to first deliver the vaccines from airports or manufacturers to multiple regional fulfillment centers while minimizing the need for intermediary storage. Pfizer’s vaccine is shipped in packages containing a minimum of 975 doses. Once taken out of the the freezer and put in a refrigerator, each vaccine can last no more than five days. But not every vaccination site, especially in rural areas, can give 975 doses within five days. At the fulfillment centers, the vaccines would be split up into smaller packages and moved into vehicles that distribute these defrosted doses in small batches to local vaccination sites for just-in-time immediate use.

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Large retailers like and have developed time-tested supply-chain tools that public health authorities could learn from. Designing effective COVID-19 vaccine supply chains could help vaccinate the population efficiently and smoothly with less waste.The Conversation

Tinglong Dai, Associate Professor of Operations Management & Business Analytics, Johns Hopkins Carey Business School, Johns Hopkins University School of Nursing and Christopher S. Tang, Distinguished Professor and Edward W. Carter Chair in Business Administration., University of California, Los Angeles

This article is republished from The Conversation under a Creative Commons license. Read the original article.

The Conversation

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First Published: Wed, December 16 2020. 10:09 IST
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