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Currently care-gaps allows for any Measure resource of scoring type 'ratio' or 'proportion' to processed by the 'care-gap' population. The problem is that the basis of each Measure also needs to be restricted in order to have the 'CareGapStatusEvaluator' algorithm appropriately process the results of a Measure Report.
issue
When a Measure is a basis of 'boolean' it processes per subject whether or not they meet the criteria for care-gaps by looking at the improvementNotation, numerator, and denominator values. This means a subject is either "inDenominator" && "inNumerator" or not. This allows for a simple algorithm to say "open-gap" or "closed-gap".
The issue with 'resource' based Measures is that they can have criteria expressions for each population that produce multiple counts per population code for a specific subject/patient. This means that a patient could produce results that apply to all care-gap status critieria if interpreted per resource, or could gloss over the purpose of the Measure by just seeing if there is a positive value in the 'Numerator'.
Ideally a Care-gap useable Measure would be authored in a way that is Patient-care focused, where they either received recommended care, or did not.
denominator (opportunities for test Encounters): [Encounter-1][Encounter-2][Encounter-3]
numerator (received test Encounters): [Encounter-1]
if evaluated on a Patient level per resource.
[Encounter 4]- resource is 'not-applicable' to Measure
[Encounter 3] & [Encounter 2] - resource is 'open-gap'
[Encounter 1] - resource is 'closed-gap'
Therefore each resource would receive an applicable status, on a patient-level they would have 3 different care-gap status levels for the Measure, which is difficult to interpret.
current algorithm, if evaluated on Patient level and positive count per population
inDenominator = true
inNumerator = true
Therefore 'closed-gap' is the outcome, but that does not communicate the actual purpose of the measure, that care was met for 33% of Encounters. If a provider is meant to action this, then this interpretation fails to meaningfully derive a care-gap to resolve.
proposed solution
There is no one-size fits all interpretation of 'resource' based measures that allows for an algorithm to produce meaningful results in a standardized way, therefore we should not allow these types of Measures to be processed.
This request would restrict $care-gaps to only "boolean" basis Measures, to avoid a non-standardized solution.
Any existing Measures that look to leverage care-gaps, but are currently a 'resource' based Measure, will require a different implementation that is 'boolean' based in order to work.
This still allows for future implementations to solution 'resource' based measures, but until then will throw an error if requested.
The text was updated successfully, but these errors were encountered:
Description
Currently care-gaps allows for any Measure resource of scoring type 'ratio' or 'proportion' to processed by the 'care-gap' population. The problem is that the basis of each Measure also needs to be restricted in order to have the 'CareGapStatusEvaluator' algorithm appropriately process the results of a Measure Report.
issue
When a Measure is a basis of 'boolean' it processes per subject whether or not they meet the criteria for care-gaps by looking at the improvementNotation, numerator, and denominator values. This means a subject is either "inDenominator" && "inNumerator" or not. This allows for a simple algorithm to say "open-gap" or "closed-gap".
The issue with 'resource' based Measures is that they can have criteria expressions for each population that produce multiple counts per population code for a specific subject/patient. This means that a patient could produce results that apply to all care-gap status critieria if interpreted per resource, or could gloss over the purpose of the Measure by just seeing if there is a positive value in the 'Numerator'.
Ideally a Care-gap useable Measure would be authored in a way that is Patient-care focused, where they either received recommended care, or did not.
Example Resource Measure
% of Encounters that received a specific test.
if evaluated on a Patient level per resource.
Therefore each resource would receive an applicable status, on a patient-level they would have 3 different care-gap status levels for the Measure, which is difficult to interpret.
current algorithm, if evaluated on Patient level and positive count per population
Therefore 'closed-gap' is the outcome, but that does not communicate the actual purpose of the measure, that care was met for 33% of Encounters. If a provider is meant to action this, then this interpretation fails to meaningfully derive a care-gap to resolve.
proposed solution
There is no one-size fits all interpretation of 'resource' based measures that allows for an algorithm to produce meaningful results in a standardized way, therefore we should not allow these types of Measures to be processed.
This request would restrict $care-gaps to only "boolean" basis Measures, to avoid a non-standardized solution.
Any existing Measures that look to leverage care-gaps, but are currently a 'resource' based Measure, will require a different implementation that is 'boolean' based in order to work.
This still allows for future implementations to solution 'resource' based measures, but until then will throw an error if requested.
The text was updated successfully, but these errors were encountered: