Is it Time to Live the Pirate Life?

When should you escape the Navy and start a Pirate brigade? Does it really pay off in the long run? Organizations are good at purchasing tools and technology, but often struggle to recruit the right mix of people or recognize the level of change necessary to deliver on the promise of Analytics. If you are one of these recruits, eventually you will hit the limits of your crew and command. At some point you will spy clearer sailing and greater riches in a different direction. This is normal after you’ve been out to sea for a while, but it doesn’t make the challenge any easier.

The key question is whether you can turn the ship using the existing chain-of-command and spare parts, or whether adopting the Pirate code is the best path to greater treasures. And yes, the Pirate code is much more than wearing a patch and sporting a peg-leg.

How a Group of NASA Renegades Transformed Mission Control is an excellent case-study from the Sloan Management Review of how a small team of passionate engineers created a Pirate culture within NASA to deliver a major upgrade to technology credited with putting men on the moon. Key tenants of “the Pirate Paradigm” include:

  • Don’t wait to be told to do something; figure it out for yourself.
  • Challenge everything, and steel yourself for the inevitable cynicism, opposition, rumors, false reporting, innuendos, and slander.
  • Break the rules, not the law.
  • Take risks as a rule, not as the exception.
  • Cut out unnecessary timelines, schedules, processes, reviews, and bureaucracy.
  • Just get started; fix problems as you go along.
  • Build a product, not an organization; outsource as much as possible.

The last bullet point, “Build a product, not an organization..” is especially critical for any aspiring, analytical Pirate. The ability to navigate the existing organization and engage others (with capacity) to help you build your Analytical vision is key. Common challenges include an over-dependency on familiar tools (or outright lock-in by vendors) and a fear of downstream (hidden) disruption. One approach to recruiting a crew is to clearly demonstrate (prototype) the value your solution will bring to their voyage.

Changing Company Culture Requires a Movement, Not a Mandate is a case-study in harnessing Pirate energy for broader cultural change. The article explores how Dr. Reddy’s, a pharmaceutical company in India, took an organic approach to cultural shift. Employees were given space to internalize and respond to a new corporate purpose, “Good health can’t wait,” with the goal “to demonstrate this idea in action, not talk about it.” The article encourages managers to “look for the places where the movement faces resistance and experiences friction. They often indicate where the dominant organizational design and culture may need to evolve.”

The “Pirate Paradigm” can be harnessed to drive change, but it’s important to ask yourself whether the result will grow beyond a single project. And a very pirate question is whether you will be rewarded given the typical swamp-march, riddled with quicksand, that characterizes cultural change in many organizations. Unfortunately, the new Analytical leader is often an unwitting Pirate who realizes too late that the value from data will never be achieved due to her small voice in the existing corporate culture. Single projects are delivered, but they are one-hit-wonders eventually lost at sea.

The good news is that analytical culture can be hacked by the Pirate Paradigm. With a strong thirst for innovation and smelling the value from positive cultural change, organizations are creating new and safer paths for aspiring Pirates to follow. Some are even starting to use analytics for measuring cultural alignment.

Creating a learning environment where your crew shares in the adventure, and the plunder, is one of the most effective ways for initiating a longer-term shift in Analytical culture. More on this topic in a subsequent post…for now, find your eye-patch and get ready to fly the Jolly Roger!

Funnels and Clusters: Vaccine Visualizations

Data on ways to avoid illness on an airplanes is very welcome this time of year….and good news about vaccines makes me feel even better (assuming people decide to get inoculated). Below are two visualizations from Beautiful News….The funnel graph illustrating reduced mortality rates is one of the more effective I’ve seen, although it’s not entirely clear whether the reduction is 100% attributable to vaccination or other factors. I was also surprised at the effectiveness of the bubble chart. Clustering by vaccine type, and the use of a single color of varying transparency, give a good general sense of which illness is receiving attention and how much relative progress has been made.

Tons of New Vaccines Are in the Pipeline
Millions of lives have been saved by vaccines in the last 25 years

Are Commuter Benefits Effective?

An interesting perspective on our commuting choices is offered by the Boston Globe Spotlight Team. The data shows that most employers’ commuter benefits are ineffective in swaying workers’ decisions to drive or take mass transit in and around Boston. The reason offered is that driving to work is a deep cultural habit that is difficult to break.

While I agree that public transportation cannot match the comfort of one’s car, there are definitely larger issues with the system as a whole. Its outdated equipment, chronic delays, and an ineffective radial design may stand in the way of our desire to seek alternatives to sitting in traffic.

Visualizing Energy Efficiency

Like many in New England, I live in an older home that would benefit from any improvement in energy efficiency. I’ve started to explore the world of solar panels, new windows, insulation and energy audits. And it’s…confusing. The average homeowner now has to contend with different energy efficiency standards on top of an explosion of financial and technical options to choose from.

The Cost of Renewables Is Falling Fast
Replacing All Your Lightbulbs With LEDs Saves Energy and Money

I appreciate the simplicity of these visualizations from Beautiful News. At first, “The Cost of Renewables Is Falling Fast” (top left) made me pause and reach for a book by Tufte. Then I counted all of the little lines and realized that the graph does consistently measure the Y-axis in 1% increments…it just transposes the Y-axis labels where one expects the X-axis, flips expectations about up/down and green/red and positive/negative numbers. This is a visualization that bends “the rules” in support of the visual story.

The second visualization, “Replacing All of Your Lightbulbs with LEDs..” (top right), feels more balanced to me. I appreciate how the cost per year and lifetime data are arranged for easy comparison between the different bulb types. And the benefits of LED are made extraordinarily clear.

The electric company has started to share comparisons of energy consumption in my immediate neighborhood. Using data visualization to raise awareness of energy efficiency may be the missing step connecting homeowners with social programs and financial incentives.

Now let me review my water bill…