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I visualize data buried in non-proprietary healthcare databases
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monopoly pricing rebranded as value-based pricing

2/7/2018

 
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I have talked about networks and edges fairly recently. Connections between nodes often reflect gaps between different industries. This is my chosen definition of innovation--the spaces between industries.

Words like innovate, strategy, and value befuddle me. We allow them to morph into self serving interests without feeling required to offer up a definition or at the very least--clarify the context where they are applied. I have taken more than my share of economics classes both at the undergraduate and postgraduate level. The only service of those earlier classes was to provide the lexicon I use daily in deciphering the modern application and even re-awakening of an entire out-dated model.

Rethinking Economics is an international effort to reclaim theories for societal good. Here are a few of the books I would recommend, YMMV but your ability for independent thought will be a reward for sticking with any of them long enough to get the gist.

An observer from outside a well-worn ideology often asks the questions that need to be asked. In writing about health economics I often challenge the word "value". Value to whom? The health system? Pharmaceutical company? Health provider? Patient? Community? Society? You can see where I am going here. In health economics, value is often defined as a measure of cost-benefit. What about other influencers of value? 

Value is confined to a measure of cost-benefit utility that obscures the influence of
monopoly, financial markets, and value extraction in the innovation process, and
renders pivotal sources of value creation – such as the state – invisible.--Mariana Mazzucato

Discussions of value aligned with health innovations are typically arguments for escalating drug prices. Basically, innovation will be stifled and the patients will suffer. 

​I don't buy it. I suggest reading anything by Mariana Mazzucato. Or authentic to how I discovered her powerful platform and thought provoking discussions, Rethinking Capitalism a podcast of a public lecture recorded at the London School of Economics and political Science.
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As consumers we often misconstrued our role as patients in the economics scheme. When we are discussing health, the actual end-user becomes the public health systems. We are not the actual consumer. How could we possibly afford the cost of patent-protected medicines priced astronomically above even the most successful among us--multiples above our compensation.
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Discussions of value in health innovation lack a wider and more dynamic understanding of the broader social and political–economic dimensions in which value is created, nurtured, and evaluated.--Mariana Mazzucato, Rethinking Value in Health Innovation: from mystifications towards prescriptions
Click on the link above to read the article summarizing many ideas presented in her books and publications. I also summarize some of the thoughts in the blog but with the constant assumption that if you find the thoughts at all compelling you will choose the source over the ruminations.

Hearing the prevailing argument about innovation in pharma I also thought it made sense. But when you look at the financial side of the industry you can see the actual amounts directed to R&D, vs. share buybacks, marketing, executive pay--investments not linked to tangible market value. Profits are made from redistribution of wealth not necessarily rewarding public investment at the community level--the real engine of innovation and novel drug development. Available for preorder (delivered in May), The Value of Everything by Mariana Mazzucato dives deeply into how companies are valued according to the amount of wealth captured for themselves rather than for the value they create for the economy. 
According to Mazzucato, the value-based discussions ignore the role of publicly granted monopoly protections combined with rigid demand curves for the latest life-saving medicines.  

New medicines are covered by patents. Therefore, operating as monopolists in a given therapeutic
area, manufacturers can set prices unrestrained by competition. With many goods, the
elasticity of demand would be a constraint based on simple supply and demand logics:
the higher the price, the lower the demand for the monopolists’ product. Of course, the
elasticity of demand for medicines is quite different: people’s health is at stake.

This 
rigidity of demand elasticity means that public and private insurers often bear high
prices in order to meet their obligations to patients and their livelihoods. Rather than
reflecting value, higher prices are a manifestation of “what society can bear” in the face
of monopolies.--Mariana Mazzucato, Rethinking Value in Health Innovation: from mystifications towards prescriptions
Industry accumulates a huge profit margin driven by extended patent protections--not specifically reinvesting  innovation or creating value but through financial speculation and shareholder profits. A common phrase at JP Morgan Healthcare Conference sessions, "market expansion" speaks directly to the objectives aligned with disease care--not health care.  

Rather than reflecting value as conceived of in the conventional narrative, prices are instead artifacts of financial market expectations that are used to maximize short-term growth. The monopoly dimension of health innovation is grafted onto a second dimension: the financial environments in which these monopolists operate. Large publicly traded biopharmaceutical companies are valued on stock markets that are not based on their profits, but on the anticipation of growth in profits over time.

In this context, rather than reflecting value as conceived of in the conventional narrative, prices are instead artifacts of financial market expectations that are used to maximize short-term growth.
Look at price escalation in hep C therapies. As increases in sustained virology response (SVR) are observed they are incrementally tethered to price increases. Comparing each innovation to a prior standard of care mutes the impact of rising prices and their impact on budget considerations.
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We need only to read about CAR-T therapies in oncology. According to Table 1 in the article, Novartis set prices at $475,000 and Kite Pharma is pricing > $325,000. The public investment has been described as the following:
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NIH invested > $200 million to develop the CAR-T technology, 10+ years of investment across universities and research at central Bethesda campus. Novartis licensed technology from a publicly funded laboratory at the University of Pennsylvania, and Kite Pharma received significant support in running clinical trials from the NIH. National Institutes of Health--Mariana Mazzucato, Rethinking Value in Health Innovation: from mystifications towards prescriptions
The distinction between creating value and extracting value is compelling. Where is the value creation? "Rather than reinvest accumulated capital into further innovation, companies are increasingly turning to financial maneuvers to boost share price."
The hepatitis C case provides an illustration of this phenomenon:
with value-based prices for its hepatitis C regimens – which it acquired in the last stage
of clinical trials before FDA approval – Gilead Sciences accrued over $45 billion in the
first three years of sales (Roy and King 2016). In that period, the company spent over
$26 billion on share buybacks, compared to only $9 billion on research and
development (Roy and King 2016). Meanwhile, countries across the world have
restricted access to treatment for patients suffering from this infectious disease due to
Gilead’s prices (Iyengar et al. 2016).--Mariana Mazzucato, Rethinking Value in Health Innovation: from mystifications towards prescriptions
If you are lucky enough to have a role in evolving healthcare--think of the nodes. Gathering insights from health economics, policy, clinical research, and medicine provides a rich network. But more importantly think of the connections or edges between them--this is where possibility exists.
What is a cynic? A man who knows the price of everything and the value of nothing.--Oscar Wilde

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  • Data & Donuts (thinky thoughts)
  • COLLABORATor
  • Data talks, people mumble
  • Cancer: The Brand
  • Time to make the donuts...
  • donuts (quick nibbles)
  • Tools for writers and soon-to-be writers
  • datamonger.health
  • The "How" of Data Fluency