How we are linked

20 02 2009

I recently came across Nexus, an application that can map out the connections in and amongst all of your collected friends on Facebook.  The result is, I think, pretty neat.

friend-network

Network of friends from Facebook, listed by decreasing density - MBA, Regina, Vancouver (the two central networks), Family

As you can see, my friends form some interesting smaller networks, through which they are all connected to each other (at the very least) through me.  It is possible there are other connections which have not been ‘formalized’ through facebook, but at present this is how it stands.

The lower right collection of nodes are mostly representative of my life in Regina before I moved to Vancouver.  They are friends from elementary and high school, earlier university days and from my year there after I returned from travelling but before I moved out here.

The lower left area (two diagonal lines) consists mainly of my family – or at least, those of whom are on facebook – and (strangely) all of the friends I remain in contact with from Terra Breads, where I worked for two years upon arriving in Vancouver.

The nodes which are relatively connection free (mostly on the right side) are people who I met while travelling and working in Australia and Europe, from 2001-2003.  Not surprisingly, they know few of my friends from either my past or present.

The middle node is, to me at least, the most interesting.  It has in it my girlfriend, my friends who I lived with, and all of my closest friends here in Vancouver.  That entire network grew out of a chance encounter I had when I was looking for a second place to live after not really liking my first place or my roommates after arriving here.  In a sense, it is the reason I stayed put, and I am very glad of that because out of it came all of the happiness that I have today.

The secondary node just above it is why I started writing this post today as I reflected on a book I recently read – Linked (How Everything is Connected to Everything Else and what it means for Business, Science and Everyday Life) by Albert-László Barabási.  That book would probably describe that network as being fairly strongly connected internally but with a lot of weak ties radiating away from it – and it is because of that fact, and specifically that secondary node, that I: a) became a teacher/tutor for two years, whereby I; b) re-ignited my passion for learning and the world, which led me to; c) apply for grad school whereby I; d)  became a part of the very tightly connected upper network, which is a physical representation of all of my friends/aquaintances from the UBC MBA program.  Many of these people are now close friends who I will almost certainly know for most of the rest of my life.  The important thing to note is that each node (a person) is connected pretty well to every other node within the network.

Tightly-knit MBA network

Tightly-knit MBA network

Strangely (on the surface at least), it will probably be that central network, with its many weak branching ties to other networks, that gets me my next job and not the very tightly knit MBA network.  This is due in part to concept of The Strength of Weak Ties – a research paper written by sociologist Mark Grannovetter that was published in 1973 – which of course was described in Linked and which resulted in a, b, c and d in my own life.   In other words, when you’re looking for a job, as I and many of my fellow MBAs are these days, it is best to look amongst large networks with many weak, branching ties; in that way, you are more likely to come across information that is not already mutually known, for example, the job board we all look at called COOL, which stands for Career Options On Line (I call weak sauce on the name, by the way; looking for jobs is not ‘cool’ – looking for jobs sucks, and takes time, and is generally demoralizaing.  But anyway, I digress.)  Which is not to say that this MBA network is not worth something – in fact, I think the opposite is true – it will be extremely valuable in the future (to each of us) as we all branch out in the different directions our lives take us and remain, importantly, weakly connected to one another.

relatively-many-weak-branching-ties

The important central network with (relatively) many weak and branching ties

In any case, I encourage you to have a look at the nexus friend application and examine how all of your friends and aquaintances are connected to you and each other.  You can find it all here.

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Refresh!

9 02 2009

Since my last post, I:

- finished the MBA program (and won an academic scholarship!)

- visited friends and family in Saskatchewan over Christmas

- moved into a huge beautiful house (photos are here)

- have made progress toward all of my new year goals

- have started running again

In any case, a lot of things have changed, most of which I am very, very happy about.  So it seemed time to update this blog and get things rolling again.  I’ll probably even revive my own more personal blog at lines can haunt you, and then see if I can get about a post a week into each blog.  It’ll be a bit of a tough goal considering how long it has been since I wrote regularly for either blog, but it is definitely achieveable with the proper will and discipline.  So it begins.

Welcome back.





What are we really saving?

21 05 2008

As I am currently taking a graduate business degree, most of what I want to write about these days concerns economics – or rather, human behaviour. For example, I am constantly confounded by what I learn in marketing. Although the discipline is full of buzz words and applications of strategy, it all really boils down to observation of human behaviour. And there is something I really like about that. Whereas I used to believe that marketing was about changing behaviour (and, in a sense, it still is), what I am finding more and more is that we are simply there to observe and gather information and then try to make informed decisions. Certainly, there are influence techniques we study and tools we use to change buyer perception, but ultimately it is human behaviour that dictates what marketers call marketing strategy.

A pricing manager for one of the major oil companies came to speak to my class recently. One of the more interesting tidbits from the lecture was the way in which he dispelled the myth that collusion occurs among gas stations. To be sure, collusion is possible in pretty much any industry. But because of human behaviour – in this case, the price-elasticity of demand – the benefits of not colluding generally outweigh the benefits of collusion. It turns out that among consumers of gasoline identified as brand- or station-loyal (meaning they will almost always patronize a certain oil company or gas station), two-thirds would roll over on their favourite to save 0.5 cents per litre of gasoline. The effects of this are manifold: first, it means that we would expect long line-ups at a lower priced gas station when higher priced alternatives are nearby (which we do generally observe); second, and this is the part that I find quite fascinating, it means that we are willing to wait sometimes 20 minutes in order to save 25 cents on a 50 litre fill-up.

How is it that anyone can value their time at 75 cents per hour? Would you ever hire yourself out for any reason for 75 cents per hour? I should hope not. But I’m probably exaggerating slightly. So let’s say that, instead of 0.5 cents per liter, we’ll really save 2 cents per litre, and we’ll halve the waiting time. Now you’re choosing to wait ten minutes so you can keep a whole dollar in your pocket. If you own a vehicle, a dollar a week probably isn’t that much to you. Think about it for a minute. Which would you choose? $52 a year or nearly 9 hours of free time (assuming the 10 minute wait)? Of course, you’ll say those ten minutes you save cannot be condensed into one free day from work, and you would of course be right. But those ten minutes…what would you do with those? Maybe you would spend time with your spouse, maybe your kids, hell maybe you’d just take your shoes off and sit on your own front porch or balcony. But – and this is an important but – how often do you ever make a calculation like that? If you’re honest, the answer is probably almost never. Because we’re not trained to think like an economist, we don’t think like one. Instead, we strive to save money where we can, often in exchange for ridiculous amounts of time. And I am no different (to be fair, I’m not an economist either).

But it is because of this innate price sensitivity we all suffer from that it is nigh impossible for gas stations to collude on pricing. Even if a deal were struck between two gas stations, the gains to be made by abandoning collusion for one station are quite significant when you factor in the extra volume of gas you can sell by undercutting your competitor by half a penny (we expect far greater than 66% of drivers to switch to the lower priced alternative at that point). One of the pricing manager’s main job functions was to be ‘on call’ until 11 pm every evening simply to coordinate prices for all of his stations around the city and its environs to avoid any price discrepancies among them. Of course this isn’t the whole story – there are many other reasons collusion is impossible, chief among them the threat of government intervention (three studies in Canada in the last ten or so years all found no collusion). The manager we spoke with isn’t even allowed to so much as golf with anyone from a competing oil company.

Perhaps our price sensitivity is fueled by our outrage that gas prices should be so high. In the end, it doesn’t really matter. The supply and value chains of pulling a barrel of crude out of the ground and turning it into gasoline are very complex. I could go into more detail, but suffice it to say that there is pretty intense competition at each transaction level. The bottom line for retailers is that margins are low on their end product, which is why they charge exorbitant prices for bottled water and salty snacks at gas stations – it is all about getting us in the door, and it is quite obvious that we will go wherever the signs tell us that prices are lowest, even if it means a more expensive cola.

The point of all this? Well, when you’re thinking about saving money, think about how you’re spending your time (a very finite resource). Make sure it is making you happy. Imagine what you could do instead of driving across town to save $10 on an ipod, and then ask yourself, which would I rather have: $10 or an hour with my honey?