I am about to write my blog post for week 4 which incorporates both parts of judgement and decision making under risk and uncertainty. I write this entry now as personal reasons have made me absent from weeks 4 and 5. So I have catching up to do, I will also discuss framing as it is the topic for week 5:
Decision making under risk and uncertainty is an area which fascinates me. I have even chosen it as my dissertation topic for this year. Part of my interest is due to the way in which people have responded to the problem questions and how they show our day to day decisions to be based on things other than rationality. It should come as no surprise that expected value theory has come under such criticism; it is after all a rather simple theory and it assumes we all place the same value to things. But, even if you were to look at things subjectively, like expected utility theory does, the choices we make don't seem to reflect those predicted by the theory. We seem to be risk averse when out comes are gains and the other way round when outcomes are loses. Furthermore the Allais paradox shows, along with other research which shows that people don't follow the axioms suggested by expected utility theory, that this is not a plausible theory.
If I am going to be honest prospect theory seemed to me a simple evolution of expected utility theory that tried to describe our pattern of decision making rather than explaining it. There are two things about this theory which I did like and thought useful. One is the weighing function and the other was framing. I suppose that framing was the most interesting part when reading through the literature. The implications extend from marketing to politics to professional decision making. I found fascinating that someone can change their mind on a decision simply because a problem has been worded differently. Knowing how to frame properly can lead to making people choose the option that you want.
I found the neuroscience section of this topic was interesting but not something which I wanted to pursue in more detail; far too biological for my liking. Support theory, however, I did like. To me it seems to have more face value and explain our decision making patterns in a way that seemed to make sense. We must automatically asses our chances and take the course of action that seems logical and in some primitive cases life saving. It also seems more useful as throughout our day to day life we do not come across certain probabilities so we asses our own.
And finally, priority theory seemed to me like a mathematical equation and not much like a person would actually think. However I could be proven wrong. If you place this equation to previous problems in other studies then most of the time it works. Maybe the reason I am displeased with it is because I am (like the judges we have discussed in previous sessions) uncomfortable with the idea that mathematical equations could be so predicting of our behaviour.
Isn't the priority heuristic actually a less "mathematical" approach than utility theory or prospect theory? Those theories involve the integration of probabilities and utilities, whereas the point about the priority heuristic is that no such integration occurs.
ReplyDeleteHowever, I'm putting "mathematical" in scare quotes there, as I don't really think one approach is more mathematical than the other. Mathematics is simply a language in which lawful relationships are described, so just about everything is mathematical in that sense. However, that doesn't mean that people are consciously working out the maths when they're making decisions. Prospect theory doesn't claim that people are consciously working out expected (prospect theory) values and the priority heuristic doesn't claim that people are consciously applying the rules that they theory proposes.