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Posts Tagged ‘costs’

Will The Pharma Supply Chain Be Able To Use Inference? Maybe Not!

In an essay published in April, I explained my theory that “RFID is DEAD…at Unit-level in Pharma”, which, if true, would mean that most drugs in the U.S. supply chain would be serialized by manufacturers with 2D barcodes by 2015 for California.  In my last essay, “Inference in the Pharmaceutical Supply Chain”, I carried that theory one step further by showing how the widespread reliance on 2D barcodes to serialize at the unit level would lead directly to the widespread use of the practice of inference in the supply chain.  This would be out of necessity since the unit-level serial numbers would not be readable without opening their containers, something that can’t happen because it is so inefficient that it would cripple the supply chain.  So let me say it this way, the widespread use of 2D barcodes for unit-level serialization will necessitate the widespread reliance on inference.  The former leads to the latter just like excessive sunshine leads to sunburn.

But the projections of widespread reliance on inference lead directly to a new concern.  Let me explain.  Successful use of inference for determining the contents of cases is totally dependent on the accuracy of the aggregation information established and provided by the manufacturer, or whoever packed them.  If a packer uses a casepacking process that is incapable of yielding highly accurate aggregation information, inference will not work well.

This is a problem.  A big problem, because Read the rest of this entry »

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About The Author
Dirk Rodgers

Dirk is a Sr. Consultant in the U.S. Healthcare Supply Chain. He contributed to many of the industry groups that were formed to investigate solutions to the problem of counterfeit and other illegitimate drugs in the legitimate supply chain. He served as co-chair of a number of key technical work groups in GS1 and GS1 US. These include the original GS1 EPCglobal Drug Pedigree Messaging work group that created the DPMS pedigree standard, the Network Centric ePedigree (NCeP) work group and the RFID Barcode Interoperability Guideline work group. Dirk holds a BS in Electrical and Computer Engineering from the University of Wisconsin-Madison.

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