FHIR Fixes – the Observation.value problem

As described in some detail in this earlier post on the FHIR formalism, a number of FHIR Resources contain ‘choice’ attributes of the form attribute[x], such as the one shown above in Observation. These are mapped in the FHIR UML to a ‘Type’ type, as follows.

This is not particularly helpful to developers and does not make for software that can easily treat the value field as a ‘data value’, which is the clear intention. The problem occurs because, even though there is a well defined collection of FHIR data types, there is no parent type for them to use in other contexts. This post provides a proposal for how to fix this.

First, we create a new abstract type called DataValue, with no properties, inheriting from Element:

Then we create another type called PrimitiveDataValue<T:Element>, which inherits from DataValue, and carries an attribute value of type T. This is constrained to be Element, which is pretty much anything, but we then use it to derive only the primitive-based types we really want. First, PrimitiveDataValue:

Now, we make all the non-primitive data types FHIR already has (Code, Quantity, Period, etc) inherit from DataValue, and we create the primitive-flavoured ones we need as children of PrimitiveDataValue. This gives us a universe of data types with a single parent:

Each of the PrimitiveDataValue descendants looks like this:

and so on.

Note that with this approach, we can always create a new ‘primitive data value’ just by defining another Resource of the form XDataValue inherit PrimitiveDataValue<X>. I.e. we don’t have to make PrimitiveDataValue versions of all the primitive types until you know you want to use them. You can also make other kinds of ‘Data values’ this way, e.g. a family of XSpecialDataValue based on SpecialDataValue<T>.

Now Observation.value is nice and simple:

Note the red-marked part – that’s another problem, to provide a type that represents time represented different ways. This is something everyone needs a nice model for, and a solution will clean dozens more attributes in the FHIR Resources. We should work on this across communities.

The above solution to Observation.value, and anything else that looks like it, will add a little bit to the Resources model, but remove many hundreds of lines of code from any software implementation representing Observation, making it a lot easier to use.

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About wolandscat

I work on semantic architectures for interoperability of information systems. Much of my time is spent studying data, ideas, and knowledge, and using methods from philosophy, particularly ontology and epistemology.
This entry was posted in FHIR, Health Informatics, openehr, standards and tagged , . Bookmark the permalink.

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