Data standards of US healthcare and purpose
A uses 0,1 for male and female.
B uses 1,0 for male and female,
C uses M,F,U for male, female and unknown
The data of A and B are different syntactically while the data standards of A and C are different semantically. To acheive uniformity in these, Data standards are proposed. The simplest data standards are as follows:
– National Drug Code System (FDA) Maintained by US Food and Drug Administration
This is a three segment code, that says “who made it / who labelled it”, “what drug is in it”, “what is the package size of this drug”. There are many commercial databases available which provides the same information.
– To avoid the complexity of commercial databases who produce same information again and again information on medicine were given a standardised priority by National Library of Medicine (NLM), they created something call RxNorm. They have assinged RxCUI, an unique number for each drug.
200 years later, the bubonic plague erupted, and for the first time people wanted to look at these death certificates as a source of data for analysis. Trying to understand the dynamics this disastrous plague. A couple of decades later in England. Captain John Graunt got interested in why children die, and again, turned to death certificates as a source of information.
In the United States, as early as 1639, it was recognized in Massachusetts that death certificates were important in that they were a public trust, so they needed to be maintained and made available for research and analysis. In 1839, an important figure called William Farr discovered interoperability. That’s my term. Maybe a bit of an exaggeration, but not too much of one. When he noted that each disease has in fact been described in many ways on different certificates.
In 1851, in London, there was a famous Great Exposition. This is what I think was called the Crystal Hall. Countries demonstrated the latest in science and technology, in agriculture and so on and so forth. And people realized that it was very hard to compare across countries cuz there was no standard way of representing things.