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Naveen Agarwal, Ph.D.'s avatar

Excellent, thought provoking essay!

A common challenge for all professionals is to make decisions or judgments in an individual situation using averages. Conclusions based on averages don’t really apply to individual situations. There is a large amount of uncertainty.

So our job as a professional, especially when managing risk, is to understand the nature of uncertainty, key drivers and impact of potential intervention or no intervention.

That is how we earn out paychecks!!

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Steve Cheung's avatar

Thought provoking article once again. As you say, in controlled environments in the context of a clinical trial, we know these drug classes work (in isolation). We also know, per Salim Yusuf’s work I believe, as well as Secure study from ESC 2022, that polypill with several classes of agents is effective.

As you say, I don’t think this study negates those findings. However, it does raise questions about the translation of those RCT findings to the real world (which is and should always be a consideration). When you take these meds, they work; but they can’t work unless you take them. And there are myriad reasons why people don’t take them.

In this case, however, I would question the external validity of this study. The cost differential was only $35 a month. I don’t mean to make light of this for low/fixed income seniors (and I live in BC which is next to Alberta, and our drug coverage is similar), but it doesn’t necessarily apply to scenarios where the cost differential may be more substantial. Also, the PDC80 (their surrogate for scripts filled, and by extension, presumably pills taken) showed only 3-4% difference in both RASS blockers and statins. This difference was statistically significantly different, but I don’t know if that is a clinically meaningful difference.

So instead, I would interpret this study as showing that, when the medication Copay cost is not huge, and getting meds for free does not make a huge financial difference, it does not result in a huge or clinically significant difference in medication compliance. That small absolute difference in compliance does not translate into clinical outcome endpoint differences. Whether such a policy would make a difference when dealing with more expensive therapies, or where the financial burden is substantially higher in general, remains unknown.

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