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Does your strategy embrace uncertainty?

A central challenge of strategy is that we have to make choices now, but the payoffs occur in a future environment we cannot fully know or control. A critical step in embracing uncertainty is to try to characterize exactly what variety of it you face-a surprisingly rare activity at many companies. Four levels of uncertainty have been identified over years of analysis:

  • Level one offers a reasonably clear view of the future: a range of outcomes tight enough to support a firm decision.
  • At level two, there are a number of identifiable outcomes for which a company should prepare.
  • At level three, the possible outcomes are represented not by a set of points but by a range that can be understood as a probability distribution.
  • Level four features total ambiguity, where even the distribution of outcomes is unknown.

Companies often oscillate between assuming, simplistically, that they are operating at level one (and making bold but unjustified point forecasts) and succumbing to an unnecessarily pessimistic level-four paralysis. In each case, careful analysis of the situation usually redistributes the variables into the middle ground of levels two and three.

Rigorously understanding the uncertainty you face starts with listing the variables that would influence a strategic decision and prioritizing them according to their impact. Focus early analysis on removing as much uncertainty as you can-by, for example, ruling out impossible outcomes and using the underlying economics at work to highlight outcomes that are either mutually reinforcing or unlikely because they would undermine one another in the market. Then apply tools such as scenario analysis (see IMPETUS' MediScenes web application) to the remaining, irreducible uncertainty, which should be at the heart of your strategy.

OfflineImpetus Administrator

Find out by attending IMPETUS' post conference workshop at the 10th Annual Market Access Summit on Thurs Nov 17 from 9:00-12:00 noon at the Holiday Inn Toronto Airport.


OfflineImpetus Administrator

Interested in attending the 2nd Annual Pharma eMarketing Canada Conference on November 8-9, 2011 in Toronto organized by EyeforPharma? To get $200 off your registration cost enter discount code NAT1.

Click here to register


OfflineNatalie Yeadon

Cloud computing has become a standard in many industries today. Affecting nearly every aspect of an increasingly complex business model where collaboration and the seamless integration of information is becoming a key source of competitive advantage. The question is--where does pharma fit in?

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What is Cloud Computing?

The cloud is a server stored on the internet and accessed via a service provider and is used for delivering, deploying and running software applications--anywhere from clinical trials to drug distribution to automated call centers.  When describing the cloud, the best comparison to use is the "multi-tenancy living" analogy.  When people buy their own individual house, they have to purchase tools such as lawnmowers and snowblowers to remain self sufficient.  However,…

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OfflineNatalie Yeadon

You see it all around us. Twitter. Facebook. Blogs and an infinite line of commentary from readers becoming the new producers of ideas. We have come a long way since the first real paradigm shift in media when print became a way of communication which was soon followed by the invention of the telephone. Soon after, the creation of film changed the world. And now we have the world wide web. We have gone from "one to one", to "one to many", to "many to many" communication.

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You see it all around us.  Twitter.  Facebook.  Blogs and an infinite line of commentary from readers becoming the new producers of ideas.  We have come a long way since the first real paradigm shift in media when print became a way of communication which was soon followed by the invention of the telephone.  Soon after, the creation of film changed the world.  And now we have the world wide web.  We have gone from "one to one", to "one to many", to "many to many" communication.  

Until quite…

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