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I am fascinated with decision making and why people make certain decisions. There are loads of great papers out there, some of which I actually understand!
What has really caught my attention is the effect of time constraints on decision making.
Time Constraints in Games
Decision Field Theory – How We Decide
As I say, there is a lot of research on how we make decisions. The most predominant that I found was a piece called Decision Field Theory published by Jerome R. Busemeyer and James T. Townsend in 1993 . In this paper, they discuss how people make decisions, based on available information and time etc. Basically, given a set of choices, your mind filters through all of the information available. Over time the probability of each choice “winning” changes until either time runs out or there is only one choice left in mind. The key thing for me considering time pressure on decision making is that changing the amount of time given for a decision to be made, can dramatically change the outcome.
Consider the graph below. The last vertical line (no time pressure) shows a decision that has been given its natural length of time to complete, in this case about 2 seconds. Here Choice A is the obvious winner. However, if the time is cut in half, you can see that at 1 second Choice C would win.
This, of course, does not tell us if choice A was better or worse than Choice C. The difference is that Choice A is a more considered choice. In fact, it may well be wrong, as the information you had when Choice C was winning may have been more accurate than the information you had at Choice A. You may have talked yourself out of Choice C based on some kind of personal bias you were not aware of. All sorts of things change the validity of each choice. Going back to our brainstorming game, in reality, the shorter time is given for idea generation probably doesn’t yield better ideas. What it does is give you a chance to generate more ideas without any of your natural bias’ kicking in, rather than ideas that are definitely better! After that, you have time to be a little more considered and creative.
Construal Level Theory – Abstract vs Concrete Perception in Decision Making
So time is a factor in what decisions you make. Another interesting part of decision making to consider is how we perceive things. In 1998 Yaacov Trope and Nira Liberman published a paper called Temporal Construal Theory, which eventually became part of Construal Level Theory of Psychological Distance (CLT) (2010) . This theory proposed that people thought about things differently based on the psychological distance between them and the thing. This could be physical distance, temporal (time), social etc. The further the experience is away from the object, the more abstract/high the level of construal or perception is. The closer the object is to the experience the more concrete/low level the construal is. This is the difference between considering WHY a thing needs to be done and HOW it is going to be done.
In his paper, Not to be Misconstrued, Nicolas Matthews gives a nice example of this. Consider locking a door. If the event of locking the door is in the future, you may think of it in terms of securing the house. This would be WHY you lock the door. When you are actually stood at the door with a key, you are more likely to think of HOW you lock the door as you are in the moment. Put the key in the door, turn the key, check the door. The closer to the event you are, the more concrete and real it becomes. You no longer have the luxury to think about why you need to do something; you have to think about how you will do it.
When given a task with unlimited (or at least ample) time, you have the luxury of considering the abstract thoughts of why. You can eliminate choices and come up with new ones and iterate old ones. The closer you are to the point the decision has to be made, the more focused you become on how you are going to achieve the given task.
Construal Level Theory – Example
A little example. You have a wall in front of you and are asked to go over it. To your side, you have rope, a ladder, and a hook. Given no time limit, there are a few ways you could do this. You could run and jump at the wall and try to climb over. You could create a grappling hook and use that to climb over. Finally, you could just put the ladder against it and climb up that. Given those choices, and based on factors such as your own abilities, bias’, height of the wall etc, you may decide to use the ladder. Someone else may create a grappling hook, even though it is not the most practical, it may be more fun. As you are further away in time from the task, you can think of the abstract solutions.
Now imagine that you are being chased towards the wall by a pack of dogs. Rather than taking two minutes to make a choice, you have to make it before you get to the wall in 30 seconds. Suddenly you have no time for abstracts, this is the here and now. At this point, jumping the wall seems like the best and most practical solution for getting over it quickly.
If the dogs were to go in a different direction before you get to the wall, other ideas would begin to become better options for you.
Time is an important factor in decision making, one we can’t forget about when designing any kind of system. With gamification as in games, we have the ability to use it to our advantage by imposing time constraints on systems that would otherwise not have them.
By giving shorter time limits to achieve tasks, we limit the number of options that can be considered by people, but by doing so may promote the most practical options to rise to the top. Forcing people into the here and now will make those decisions feel more concrete and real, giving them more immediate meaning.
Giving longer time periods allows people to craft more thoughtful ideas and come to more creative decisions, but can also lead to people dismissing good ideas based on personal bias or other external factors.
Use time to your advantage based on the outcomes you desire. If you want to encourage lots of good practical ideas, reduce the time given. If you want to promote creative and more abstract thoughts, give them longer!
Image courtesy of Danilin / FreeDigitalPhotos.net
Further Reading / References
 J. R. Busemeyer and J. T. Townsend, “Decision field theory: a dynamic-cognitive approach to decision making in an uncertain environment.,” Psychol. Rev., vol. 100, no. 3, pp. 432–459, 1993.
 Y. Trope and N. Liberman, “Construal-level theory of psychological distance.,” Psychol. Rev., vol. 117, no. 2, pp. 440–63, 2010.
Also published on Medium.