Data4Democracy / drug-spending

Project to understand pharmaceutical spending, currently focused on US government programs.
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Add context to CMS data on Medicare Part D #12

Open jenniferthompson opened 7 years ago

jenniferthompson commented 7 years ago

We're currently working mainly with Medicare Part D claims & spending data, which is informative on its own; however, we need context in order to have a good idea of the broader picture. Some ideas:

CMS may have some of this data available, or we may need to look at other sources.

More general context: What are these drugs? A straightforward way to add context to names of generics (eg, "alprazolam" is better known as "Xanax", or anything with "metformin" is a class of diabetes medications) would be helpful in all of these projects.

seamus-mckinsey commented 7 years ago

This fact sheet from the Kaiser Family Foundation (KFF) has really good information on the Part D program, which I've tried to summarize below. To answer a few of the questions you outlined above:

Here's some additional detail detail about the Part D program, summarized from the KFF factsheet and some other sources:

Enrollment

Premiums

Benefits and Coverage

jenniferthompson commented 7 years ago

Thanks so much, @seamus-mckinsey! Can't wait to dig through all this - looks like some great and helpful info!

jenniferthompson commented 7 years ago

Possible source of good contextual info - CMS Statistics Reference Booklet

mattgawarecki commented 7 years ago

@jenniferthompson Is the work for this issue complete?

jenniferthompson commented 7 years ago

@mattgawarecki I'm not sure how much has even been done, but it's pretty vague and we may need to edit/replace it.

I had in mind something like compiling a list of events/policy changes that would affect things we see in the data and that we could include in reports/visualizations to help explain what we're seeing. Like on the dashboard, if you choose a benzodiazepine, you might see an annotation on the charts where we saw that giant claims/spending spike (when Medicare started covering benzos).