Web Analytics Demystified

The Tyranny of KPIs

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It always daunts me to see major events unfolding when I’m traveling. The Berlin wall fell on 11/9/89 when I was on a school-trip in Texel (north of the Netherlands). This year, on September 14th, while I was flying over the pond, the French finally came out with a long awaited report about how GDP is a flawed measure of “happiness”.

Yes, yes, many things happen in between but honestly, this is a major one for me and I’ll try to explain why.

French President Nicolas Sarkozy, while leading the EU’s French presidency for it’s 6 months period, announced in 2008, he wanted to appoint a commission to determine alternative measures of well-being for society.
This comment made me think a lot about the only country I know off that actually does try to measure “happiness” of it’s people and that is Bhutan, through the notion of Gross National Happiness (GNH), a term coined first by Bhutan’s former King Jigme Singye Wangchuck back in 1972.
I had forgotten Sarkozy’s call to revisit GDP when The Economist reminded me of the completion of the report and the presentation of it’s findings: Measuring what matters.
Head by Joseph Stiglitz, surrounded by 25 prominent social scientists (amongst which one of my teachers in Macro economics) and five with Nobel prizes in economics, the 292-page report is a call to abandon “GDP Fetichism”.

Why is this important?
With the increase in environmental accidents, economists already raised the issue of externalities and how these could affect GDP positively while actually harming society overall. The Erika disaster back in December 1999 off the coast of Brittany made the French heavily aware of GDP measurement flaws, just like the Americans found out 10 years before that, on the shores of Alaska following the Exxon Valdez oil spill.
Accountability for such externalities have also been the basis for the Carbon trading initiatives, that I had discussed back in 2006 (Setting Pollution benchmarks), but unfortunately, it seems that as the price for carbon trading is still so low, it’s still cheaper to pollute than to invest in green energy: A collapsing carbon market makes mega-pollution cheap!
My hope for a better world had withered away with time as I didn’t see the price of polluting actually going up – February 2009 was an all time low with 8,20 €/tons, down from an all time high at 32,80 € in April 2006. Let’s hope the Copenhagen discussions about climate change will bring fresh winds of change.

Of course, externalities is just one axis of why GDP is a flawed measure. It always daunts me when I read about the industrial age, the mills in the North of the UK, the robber barons in the U.S. and all that preceded to come to indeed a wealthier society but at which expense? so many lives were spilled…
Within the current debate about climate change and how this is affecting our lives and will certainly affect more dramatically the lives of the generations to come, it’s getting more and more important to rediscuss how data is being collected, which KPIs are being defined to make decisions that are based upon them and this on a global scale.

And the French being the French, they also see the evolution of society in a different light than their American counterparts.
Wasn’t it Alexis de Tocqueville in Democracy in America who brilliantly noted that while the American society is based upon personal vertical evolution within society, aka the American Dream, the French revolution had brought along a more horizontal view of distribution of wealth amongst the population at a given time.
Note that the initial draft of the United State’s Declaration of Independence stated “Life, liberty, and the pursuit of happiness” as three aspects listed under the undeniable rights of man. Interestingly enough, this is often mistaken by an alternative version, which would be “Life, Liberty and Property”.
The initial tripartite motto is comparable to the French “Liberté, Egalité, Fraternité” but where Fraterny might oppose the US translated premise of Property.

The backbones of our economic thinking and values are thus, I would argue, radically opposed in this sense and the way social security is set-up in Europe for example, compared to the U.S., is a partial result of diversity of opinion about how a society should view evolution and well being of it’s citizens.

The metric of GDP was invented in 1942 in the U.S., during the Second World War, following the data available at the time and highly influenced by it’s surrounding context.
Those of us who are in the business of doing Web Analytics – have walked the road as a wise entrepreneur would say – know how highly influenced the choice of a metric or KPI can be (read politically if you want). And those of us who think of themselves as Web Analytics ninjas, listening to the wise voice of Indian humility, also know that no metric or KPI should be set in stone.
So this idea of revisiting the very foundation of decision making in our globalized world might not be such a bad thing after all if we were decided to continuously strive towards the pursuit of truth and happiness. For all involved.

Or as the Commission puts it:
What we measure affects what we do; and if our measurements are flawed, decisions may be distorted. Choices between promoting GDP and protecting the environment may be false choices, once environmental degradation is appropriately included in our measurement of economic performance. So too, we often draw inferences about what are good policies by looking at what policies have promoted economic growth; but if our metrics of performance was flawed, so too may be the inferences that we draw.”
Section 3. of the Executive summary

Christine Lagarde calls this the happiness Commission, la Commission du Bonheur in French.

Here you’ll find the synthesis of the report in English (14 pages, a good night’s read!)

The Report by the Commission on the Measurement of Economic Performance and Social Progress itself in English.

Some recommendations from the report:

  1. When evaluating material well-being, look at income and consumption rather than production;
  2. Emphasize the household perspective;
  3. Consider income and consumption jointly with wealth;
  4. Give more prominence to the distribution of income, consumption and wealth;
  5. Broaden income measures to non-market activities;
  6. Quality of life depends on people’s objective conditions and capabilities. Steps should be taken to improve measures of people’s health, education, personal activities and environmental conditions. In particular, substantial effort should be devoted to developing and implementing robust, reliable measures of social connections, political voice, and insecurity that can be shown to predict life satisfaction;
  7. Quality-of-life indicators in all the dimensions covered should assess inequalities in a comprehensive way
  8. Surveys should be designed to assess the links between various quality- of-life domains for each person, and this information should be used when designing policies in various fields;
  9. Statistical offices should provide the information needed to aggregate across quality-of-life dimensions, allowing the construction of different indexes;
  10. Measures of both objective and subjective well-being provide key information about people’s quality of life. Statistical offices should incorporate questions to capture people’s life evaluations, hedonic experiences and priorities in their own survey;
  11. Sustainability assessment requires a well-identified dashboard of indicators. The distinctive feature of the components of this dashboard should be that they are interpretable as variations of some underlying “stocks”. A monetary index of sustainability has its place in such a dashboard but, under the current state of the art, it should remain essentially focused on economic aspects of sustainability;
  12. The environmental aspects of sustainability deserve a separate follow- up based on a well-chosen set of physical indicators. In particular there is a need for a clear indicator of our proximity to dangerous levels of environmental damage (such as associated with climate change or the depletion of fishing stocks.).

The Commission hopes that this Report will provide the impetus not only for this broader discussion, but for on-going research into the development of better metrics that will enable us to assess better economic performance and social progress.

Something hopefully to ponder about, independent of any acquisitions or changing in life expectancy of the page tag.
So, would do you think? Can KPIs induce tyranny and what are the factors that prevent them from evolving?

Posted Tuesday, September 29th, 2009 | 5 responses | Add a Comment | Share, Save or Email


Steve Jackson

Hi Aurelie,

I love this post! I kept grinning throughout. I salute the deep thought you put into the commissions report (which I confess I’d never even thought about till now) and the fact you’ve raised some important issues.

Bringing critical thinking to this kind of work is essential.

As you suggest it might be time to put the 67 year old metric into retirement and see if there are any that do the job better. I’m sure the original metric was designed to be built on and re-visited, so it may also just need some modifications.

Can KPIs induce Tyranny? I’ve seen ridiculous decisions made on flawed thinking and poor measurements. Depending on the actual KPIs you use as well as the components in their definition is acutely important.

I heard of one client say that any page was a landing page last week. That would screw up bounce rate as a KPI for sure and mean your data was flawed – thus leading to bad decisions.

Imagine that in a more important context than website measurements. I dunno like in running your country or fighting a war. You could say something like all bombs are weapons of mass destruction and then…. oh wait didn’t something like that already happen? ;)

As to what are the factors that prevent them from evolving. Better flags for one. In this case better quality of life indicators.

One other thing that Aurelie pointed out already is that the cost of pollution is not going up. That should be a metric we should monitor as a goal, like CPA or conversion rate.

However I think it should be that we focus on the other direction. The cost of not polluting the world needs to be better than free. It needs to be incentive based. Dump your waste in the sea and not get caught = free. Dump your waste in the sea and lose €1000 a barrel from a recycling dump would soon see a line of trucks full of barrels to be disposed of safely.

The big question is can the recycling dump make enough money to keep the whole thing working? The politicians that figure that out might be the guys that are not only remembered but revered by future generations.


aurelie

Hi Steve,

Wow, euh, hum, thanks! For taking the time to read my horribly long prose!

My first thought was “who the client?” ;-) Hope it’s media &/or publishing…

As for free for not to dump, the issue is that at some time you might get caught, so what do you do? repay the bonus? Trying to think of a model for this would require Joseph but he’s not here for the moment!

However, there’s another underlying idea that might work & I’m hearing more and more: instead of taxing production, why isn’t consumption taxed? Some might rightfully argue that it is, but think about it as a 180° change of the way we view our society.
It’s the first recommendation: view income and consumption instead of production.
I’m still trying to imagine but can’t help feel it’s a better way to look at it so questioning KPIs and having them evolve is part of the process. Doesn’t mean the answers are easy ;-)

Thanks again,
Aurélie


Steve Jackson

Hi Aurelie,

The client was in a marketing department of a large enterprise. I heard it through a 3rd party and it was another one of those head slapping moments I frequently have.

Regards the dumping thing, sorry I’m not sure if I got my point across.

Free not to dump isn’t exactly what I meant. There should always be fines for that when you do get caught – most countries do that already or at least want to. What I mean is it’s easy not to get caught therefore the fines are not a deterrent. The garbage dumps in the sea prove it.

However if the value of *not polluting* was for instance €1000 per barrel or ton (depending on what you need to get rid of) then you turn the KPI around. The cost of pollution goes up because you lose money if you don’t recycle.

The key to that and the crux of the problem is that the re-cycling co would need to make its 15% on each ton recycled. It’s difficult to make money on rubbish. It’s why essentially it’s rubbish.

So I think governments need to help out here – for instance with huge tax benefits and schemes like bring back your bottles and plastic and get money in return. It works in Finland. It turns drunks into litter collectors and keeps the countryside tidy! :)

Regards taxing consumption. Alcohol and Cigarettes are two that spring to mind. Petrol/oil is an obvious one which already is taxed heavily as is any kind of fuel, especially the ones that pollute, but all are either luxury items or necessities which people are spending more on anyway. So I’m not sure what you mean by 180 degree look at the way we view things. I think we already do it but please give me an example.

What I’d like to see is development of fuel that has zero emissions/doesn’t pollute being the norm. Too much to ask for? Not if the governments of the world forced manufacturers to mass produce this kind of technology;
http://www.backbonemag.com/Magazine/Auto_Forward_12310601.asp

We can do it (Yes we can :) but of course it means that we would have to stop bickering/fighting or caring about oil and therefore the strife in the middle east which is too much to ask really. I mean the defense departments of the world would be up in arms… literally… and it would mean rich Arabs wouldn’t be able to buy premier league football teams any more so it’s never likely to happen.

Sorry, you’ve opened a right can of worms in my head here so I’ll retreat back to the safety of clickstream analysis. :)

Cheers
Steve


Eric Head - ForeSee Results

Fantastic post, Aurelie – a very timely and relevant topic on many fronts! It is true that sometimes the things that really matter aren’t measured (e.g. Happiness) and the things that don’t really matter are over-measured (Hits on a Website.) In our world at ForeSee Results, “Happiness” is very closely related to “Satisfaction” – something that we can measure in a very quantifiable way. We can assess whether or not a website visitor had their needs met and expectations exceeded – in other words, did the experience make the visitor “happy.”

In a free-market society, Satisfied/Happy consumers or visitors naturally behave in ways that result in positive economic outcomes for a business (e.g. Purchase, Recommend, Return, etc.) – so at an aggregate level, a Happy/Satisfied society will lead to positive economic activity. This linkage between Satisfaction and Economics is something that has been demonstrated w/ empirical data for years by Claes Fornell and his American Customer Satisfaction Index and ForeSee Results in the web environment.

Maybe the French should adopt a version of the ACSI to assess Satisfaction & Happiness?


An Open Letter to the Future | Making Marketing Actionable

[...] Happiness versus the notion of GDP. I will not go into the discussion now, if you want you can read Aurélie’s post that covers this topic. The reason why I’m telling you this is that I believe that Evolution Technology can help us [...]



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