Showing posts with label Analytics. Show all posts
Showing posts with label Analytics. Show all posts

Saturday, September 28, 2019

What Jeff Ma Could Teach the Watch Industry

In fairness, a lot of what will be referencing Jeff Ma's conversation with Dave Chang on Mr. Chang's podcast - The Dave Chang Show.

There were some very interesting notions that I thought might be worth a view through the lens of the watch world. For those of you unfamiliar, and I was certainly one of them, Jeff Ma is a graduate of MIT, with a degree in Mechanical Engineering, but is best known for his research and application of analytics in gambling (casinos, etc.) and now advises business leaders and a few professional sports teams on how to better understand analytics and think more clearly about how they run the day to day of their business.

A few ideas that they discussed:

Unconscious Bias
This is a notion that I have dipped into when thinking about what Bill James, Billy Beane and others have called out as foolish behavior.  What Mr. Ma went into detail about was the notion that we often think in terms of narratives rather than analytic realities.  And more often than not, the narrative is, in fact, false.  Essentially, what it boils down to is a pre-existing belief about how something should be, and how our unconscious bias will prevent us from looking at things as they really are.  Now as someone who spends the majority of his waking life working for a non-profit, social justing seeking organization, I know that unconscious bias is a very familiar term used when we try to understand societal inequities. But what Mr. Ma underscores is that unconscious bias will impact pretty much everything we do - which includes business.  

So how does that apply to the watch business?
Well, my fellow members of the Fourth and Fifth Estates can confirm that more often than not, a watch brand will hire a PR firm from the same pool of 2 firms that they always hire from.  Now the interesting thing is that they will typically work with Firm A for 2 years, not renew the contract and go with Firm B for 2 years, only to come back and work with Firm A again.  In other words?  Firm C who can actually provide solid analytical data that proves their firm could be as (if not more) effective will never be considered.  The same is true with brand leaders.  All too often, the same faces keep appearing in the same roles, merely changing jerseys like a professional footballer.  The unconscious bias prevents the hiring committees from making an informed hiring decision, because they are more comfortable hiring someone who fits the pre-conceived mold of what they are looking for, rather than the best person for the job.  Ever wonder why so many brand managers in the US are, more often than not, European expats?  

Misaligned Incentives -
Brand CEOs, and brand managers are most typically focused not on "winning" or having the most successful brand in terms of quantifiable data results.  More often than not, the greater concern is that of keeping their job, remaining employed.  While there are some true alternative thinkers and practitioners out there, that willingness to try something different is going to be stifled by the misaligned incentives they are operating under.  Is it better to make fewer watches, spend less money on red carpet PR events, sell what you have and not dump the majority of your product into the grey market?  YES.  But the misaligned incentives of the big-time watch world enforce a different mentality.  Winning is no longer having a successful respected brand, it is churning as many units out the door as possible, regardless of whether or not they are legitimate sales, or the red-headed step children of the grey market.  When a group of people in a brand are operating mostly from a position of self-preservation?  Well, I think you can see how that is going to turn out.

Omission Bias -
Essentially favoring inaction over action when we fear that the action might lead to further or worse harm.  Mr. Ma shares the story of when his mother suffered a stroke, and the doctor offered two options:
1.  Do nothing, the odds were only 22% that she would  survive beyond 60 days. 
2.  Operate, remove the blood clot and pro-actively relieve pressure on the brain, which might help the brain recover more quickly.  Now obviously brain surgery is nothing to be taken lightly, but the decision to operate had a higher probability of success, if it was successful.

And it is interesting to me to consider this, because in many ways the medical realities of suffering a stroke are not that dissimilar to the watch industry as a whole right now.  Think about how the stroke metaphor applies to the industry.  The industry, as a whole, is chasing option 1 - Inaction.  The fear of really rolling up their sleeves and understanding just how things are going to work is terrifying.  What if it's a mistake?  What if you get it wrong?  What if you don't get your bonus?  Essentially, the industry is playing not to lose, rather than playing to win.  Because the foolish hope that is being clung onto, is if they wait it out, and whistle past the graveyard, things will go back to the way they once were.  But what we are now understanding with the rupture of the grey market balloon?  Things were never that great to begin with.


Friday, November 25, 2016

It's All About Timing

Every now and then Frederique Constant comes out with something surprising, intriguing and downright useful. 

Courtesy of Frederique Constant
This is their latest offering - not a watch, not a smart watch, but something that will certainly keep you better informed about your watches!

There have been a few different attempts to create a rate measuring device for the "hobbyist", and they have had varying levels of success/acceptance.  They have been a bit bulky, some have debated the accuracy of the measurements, etc.  I can hear the "Pointdexters" right now arguing about frequencies, etc.,  and how only their slide-rules, calculations and tea leaves will give an accurate reading ; )
Courtesy of Frederique Constant
And if you are a one or two watch kinda' guy or girl, then this is probably not for you.  But if I am honest, I see a HUGE group of people that this could be of great use for.  From the small store that offers pre-owned watches, to the collector going to get togethers where they might wish to trade or buy a watch from a fellow collector. I myself could get great benefit from this when doing reviews of watches. 

Here is the release in full from the folks in Geneva -


Accuracy
The hallmark of a great timepiece is accuracy. A measure of accuracy is a measure of value. Each mechanical timepiece has a tiny Balance Wheel that acts as a pendulum. Every oscillation back and forth should take exactly one second. But if the Balance Wheel mechanism is off by just a matter of a few degrees, the accuracy of the watch will suffer.

Measure
To start measuring the heartbeat of the timepiece, the ingenious Analytics Clip must be placed on the watch and the user must launch the SwissConnect Analytics App, available for iOS and Android. Within seconds, Frederique Constant Analytics measures the accuracy of the watch. It measures the precision of mechanical watches, with an accuracy of at least ±0.2s/day.

Visualize results
An oscilloscope shows the audio waveform in real time. The result is plotted in a chart, which can be saved for later reference.
Also, Analytics can record and save a long-time measurement, e.g. for 12 hours, to analyze the long-time performance of your watch.
 

Multiple watches
Frederique Constant Analytics supports a wide range of frequencies, covering almost all mechanical watches available on the market. In case the user doesn’t know the watch’s frequency, a frequency auto detect function is available on the app.

Track
Frederique Constant Analytics connects to the Cloud. When the user measures a watch, data is saved to his or her cloud account. Accuracy measurements can be tracked over time on a dashboard. Frederique Constant encourages every user to monitor their watch collection and record all measurements. This will enable them to follow their timepieces over the years and detect when each should be serviced.

Knowledge base
Frederique Constant offers a growing knowledge base on mechanical watch accuracy, maintenance and service. There are various reasons that the accuracy of a mechanical watch changes over time. Particularly the balance spring can change in strength from the micro-stresses to the metal they are made of. Moreover, watch escapements are lubricated with oils, and as those oils age, the rate of a mechanical watch changes as well.

Backup and restore
Once the user has registered his or her Private Account, the Analytics app will back up the watch’s measurements to the cloud and keep data available anywhere. The user can easily restore data if he or she switches to a new smartphone.


The Frederique Constant measuring clip will be available at Frederique Constant Authorized Retailers and through the Frederique Constant webstore at: http://frederiqueconstant.com/analytics/





The asking price is 99 Euros, and it supports both Android and iOS.

For more info -

Frederique Constant Analytics