Jeff Bezos "Regret Minimization Framework" [1] A regret minimization framework "I wanted to project myself forward to age 80 and say, 'Okay, now I'm looking back on my life. I want to have minimized the number of regrets I have,'" explains Bezos. "I knew that when I was 80 I was not going to regret having tried this. I was not going to regret trying to participate in this thing called the Internet that I thought was…
How to Make a Big Decision
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Re: How to Make a Big Decision
#22There is consensus in the decision making literature that the direct scoring method described at the end of the article is flawed for measurement theoretic reasons, and a vast range of elaborate preference elicitation methods have been developed. There is also work in philosophy on value structure that is partly relevant, though not yet at the level of economic modelling.
In a nutshell, the article is interesting but sound decision making is much harder and more complicated than the author portrays it. I just wanted to mention this for people who aren't aware of it, there is a vast literature in this area.
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Re: How to Make a Big Decision
#23Jeff Bezos "Regret Minimization Framework" [1] A regret minimization framework "I wanted to project myself forward to age 80 and say, 'Okay, now I'm looking back on my life. I want to have minimized the number of regrets I have,'" explains Bezos. "I knew that when I was 80 I was not going to regret having tried this. I was not going to regret trying to participate in this thing called the Internet that I thought was…
Re: How to Make a Big Decision
#24"In July 1838, Charles Darwin, then 29, sat down to make a decision that would alter the course of his life [...] Should he get married?" Incidentally, Kierkegaard kinda tried to answer this question 5 years later in Either/Or. A couple of related snippets: "I see it all perfectly; there are two possible situations — one can either do this or that. My honest opinion and my friendly advice is this: do it or do not do…
And given your name it could seem that we both share the same origin as Kierkegaard :)
Re: How to Make a Big Decision
#25The Freakonomics guys did a paper on this. Basically, their conclusion was just do it, make the big change. Their experiment was based on coin flips and self-reported happiness, but basically those who made the big change after the coin told them to reported being substantially happier, and if you dive into the data, you'll see that those that went with the biggest decisions (quit a job, get married) saw a double dig…
I've made what seem to be four major career decisions in my life. Aged 14 at school I was in tears because I couldn't do one of the O levels I desperately wanted, the school pretty much forced me onto this new Computer Studies course they'd just started running. As a direct result it grabbed me and I worked in the games industry for a good few years.
In my late 20s a friend offered me a role earning a lot more money wearing a suit in the IT department of an insurance company. A very tough choice as I loved the industry but after a couple of weeks of heart wrenching I took it; absolutely no regrets 25 years later.
Now at work unless I can decide using experience or hard facts I'll either choose not to decide or do a coin toss. It infuriates some people but if I can't sensibly analyse it any more and my crystal ball isn't working that day then random is far better than wasting time thinking about it.
One other thing to help make a quick decision is to toss a coin and whilst it's in the air think how you want it to land and then go with that. The limited time forces you to choose what is generally the route you subconsciously want.
Re: How to Make a Big Decision
#26The funny thing is that when you do that, you almost always make up your mind immediately. It's like deep down you already know what the right thing is, and the act of explcitly stating the 'business requirements' (doing the morally right thing, for the long term good) just makes it obvious - no divine intervention needed! I'm pretty sure it's just a clever mental hack, but it does work.
Re: How to Make a Big Decision
#27For example, you can be evaluating the purchase of a new car, but if you have slept poorly or haven't eaten recently, you may not be in the best state to make a wise decision.
We often check the parameters for each decision, but not as often hyperparameters (how much time do I have to make this decision? how reversable is it? how am I feeling? how much domain knowledge do I have?). I think a concrete checklist for major decisions is quite useful - we abstract up from the decision and ensure that our _decision-making process_ is sound.
For the interested, I wrote about this here: https://alexpetralia.github.io/2017/11/27/NL-2017-11-27.html
Re: How to Make a Big Decision
#28This is an interesting story, but it's also odd that it doesn't mention any of the standard work on decision making (e.g. Savage), no multiattribute decision making/multiattribute utility theory and all the variations thereof such as lexicographic decision making, nontransitive preferences, generalized additive decomposition, and other nonstandard models of decision making (like e.g. in Fishburn's seminal work or Sch…
Re: How to Make a Big Decision
#29Re: How to Make a Big Decision
#30For example the marriage decision is easy - there are probably less than 5 points in everyone's life where that decision is even entertained. Because there are only a few times when you are not married and dating someone who might be the one.
However the divorce decision is ... well a lot more frequent because you are always married and will then over a 50 year period find pints where The Big Decision is in your mind.
A default go for it is not always the right thing
Same for leaving your job, selling your house, etc
You might be better off yes - but you could find yourself making the same decision 3 months later