Showing posts with label transfer trends. Show all posts
Showing posts with label transfer trends. Show all posts

Friday, 22 March 2013

Loss Aversion, the Sunk Cost Fallacy, and the Status Quo



After all the hours you’ve spent scouting players and tinkering to find the optimal combination for your fantasy football team, you’ve finally narrowed it down to something you’re happy with. Despite the crippling restrictions of the seemingly impossible budget, you’ve even managed to squeeze in that certain player, the one who’s shown glimpses of irresistible form and who you’ve been telling everyone will comfortably outscore not only his teammates, but also the rest of the players in the game. In your mind, he will almost certainly become the most important player to own, despite his lofty price tag. In fact, he was the first name on your team sheet and your biggest challenge was fitting rest of the team around him.

A glance at your main mini-league rival’s team only serves to fill you with confidence as you notice what you consider to be a distinct lack of fantasy talent on display. “I can’t believe he imagines that combination of players doing well,” you sneer, especially since you notice he’s selected the other expensive striker who plays for your star man’s team and who you can’t in a million years imagine scoring well. You’re already starting to think of novel ways to gloat about your mini-league triumph over your fiercest of rivals as the smug feeling of being at a distinct advantage begins to set in.

Weeks pass by, and the player who you’d backed to be a points machine isn’t actually performing that well. Sure, he’s looked dangerous in front of goal and has been creating chances aplenty for his teammates, but somehow the fantasy points just haven’t been coming his way. Unfortunately, your mini-league rival, the one who you’d written off due to his poor selection, is building a solid lead at the top of your mini-league and, at this rate, will be out of reach before too long. To make things even worse, the player who you’d written off as a poor pick has been raking in the points for not only your rival, but also for half of the teams in your mini-league and everyone who hasn’t got him yet is scrambling to bring him in, even at the expense of your star pick.

“Surely my star man will come good,” you envisage. “Surely he’ll reverse this point-scoring trend,” you muse. “Surely,” you convince yourself, “he’s due.” You’ve had this player in your team for weeks and feel that you can’t sell him now. You feel like you’ve passed ‘the point of no return’: to cut him from your team now would mean risking missing out on his imminent points haul. You’ve committed to having him in your team now and in replacing him with someone else, you would be admitting you were wrong all along. Anyway, you’re sure that the other player won’t possibly continue his good run of form and his plentiful supply of points is bound to dry up at some point. You can’t afford both without major surgery and sacrificing other areas of your team and you’ve therefore decided that you’re not selling your star man, and your decision is final.

Surely every FPL player can relate to this to some extent. That feeling of stubbornness that is provoked when evaluating a decision you’ve made that hasn’t paid off, even if it isn’t as extreme as our example above. This could perhaps be partly put down to a common error in judgement known as the sunk cost fallacy, which can in turn lead to irrational behaviour. This stubborn approach could be attested to the mistaken belief that resources spent in the past – in this case the time and energy spent gathering information and making decisions for your team, as well as fruitlessly urging him on – should be taken into account when making a decision, and that changing your mind now would mean that the time and energy you've invested would be wasted.

Weighing up the potential loss of points that would be incurred by selling your star man before he goes on his overdue run of good form, you’re even less inclined to make the swap. Despite the potential points to be gained by drafting in your rival’s star player at your current player's expense, the fear of missing out on your current talisman’s points somehow feels more powerful. This phenomenon is often referred to as loss aversion: people’s tendency to prefer avoiding losses rather than acquire gains, with some studies even suggesting that losses are psychologically doubly as powerful as gains.

As if there weren’t already enough psychological factors contributing to you sticking to your guns and holding your underperforming FPL star, the status quo bias could also influence on your thinking. This bias describes the irrational preference for the current state of affairs and, in this case, means there could be an increased value attached to sticking with your current player rather than switching to an alternative. Coupled with regret avoidance (the tendency to avoid decisions that you could easily imagine leading to regret), it’s clear the affect that this could potentially have on your decision-making.

In conclusion, next time you’re holding onto that player who you previously thought would do well (despite the subsequent evidence seemingly contradicting your decision), ask yourself if you’re falling victim to any of these errors in judgement.



Further reading:

http://en.wikipedia.org/wiki/Loss_aversion
http://en.wikipedia.org/wiki/Sunk_cost_fallacy#Loss_aversion_and_the_sunk_cost_fallacy
http://en.wikipedia.org/wiki/Status_quo_bias
*Dobelli, R. (2011) Die Kunst des klaren Denkens ('The Art of Clear Thinking'). Munich: Carl Hanser 

This article is the latest in a series called "The Art of Clear Thinking" which looks at various errors in reasoning that cause many of us to come to illogical conclusions which may in turn lead to bad decision making. I hope to enlighten and entertain in equal measure and who knows - it may even help you to improve as an FPL player!


Wednesday, 21 November 2012

The Art of Clear Thinking - Group Consensus



As the manager of your very own fantasy football team, you soon come to realise the sheer complexity of something seemingly as simple as picking a combination of 15 players for your squad, picking 11 of your chosen few to play every week and bestowing the honour of the captain’s armband upon your very best player. In reality, there are hundreds of players to choose from, a multitude of factors to consider and the restrictions of a budget that never seems to be large enough. Once you consider that you also have the option to make transfers every week, this can be a little too much to handle, even for those of us who are seasoned players and the usually self-assured amongst us.

Naturally, we look to others for guidance. We seek people with equal or superior football knowledge to discuss our conundrums with in the hope of gathering more information, canvassing others’ opinions and equipping ourselves with as much knowledge as possible in order to make the very best decision possible. Sometimes, in desperation, we even seek the knowledge of those who aren’t particularly knowledgeable or even remotely interested in football but who may have that tidbit of information that will hopefully prove to be the final piece of the puzzle.

Many end up on various fantasy football sites, blogs and forums where thousands of people gather to share information, discuss findings, debate the best courses of action and thrash it out throughout the week and all the way up to that cruel deadline on a Saturday morning. A quick look through the electronic pages can allow us to gauge the opinions of many and asking people to rate our team, transfer plans and captaincy choice seems an ideal way to help us in making our own decisions. Certain trends often appear in discussions between users and more often than not certain views become prominent and widely accepted as the best ones. Is this because it is inevitable that by using the collective knowledge of the group, everyone will arrive at the best possible solutions? Or is there something else at play?

‘Social proof’ is the term given to the phenomenon where individuals in large groups look at the actions of others in order to gauge the correct behaviour or course of action in any given situation. It is said to be common in situations where there is a lot of uncertainty - both within the individual and amongst the group. The result of this phenomenon can lead to large groups of people quickly forming a consensus that may in fact be mistaken. The individuals within the groups may not actually possess much new information, despite the rational move to gather information from others in order to make an informed decision.

An even more problematic consequence of this is the acceptance of this consensus by individuals due to the belief that those conforming to this consensus are in fact correct. This can lead to individuals arguing in favour of the consensus without gathering and fully examining all of the available information. Of course, more credit is given to ideas with multiple sources and the problem snowballs. This can in part explain the concept of herd behaviour and the perceived fickle nature of many posters. Despite the best of intentions, many fall for this error in judgement.

Browsing electronic pages full of FPL related discussion shortly after a round of fixtures, you will no doubt see this phenomenon for yourself - people discussing their latest knee-jerk reactions to the latest result; bandwagons forming for certain players to be transferred in; campaigns starting for certain players to be transferred out. Despite most people not having had chance to gather, review and reflect upon all of the information available, consensuses are formed. The pressures of missed points, mini-league places squandered and the inevitable price changes of the players in question only add to the panic.

This phenomenon isn’t limited to the initial time after the fixture however. Those who don’t have chance to gather information earlier log in during the build-up to the next deadline in order to discuss transfers, captaincy choices and team selection. Potentially uninformed consensuses that have long been formed are reinforced as the debate rages on all the way up to the deadline. Rumours about team selection and fitness become set in stone. Bandwagons continue to roll while campaigns for the sale of other players power on. Certain players become elevated to god-like status while others become unfashionable and consensuses on captaincy choices solidify amongst the ambiguity.

This phenomenon is even more problematic when you consider that, in the case of FPL, the consensuses are often formed on the perceived actions and behaviour of others. Although someone may seem to be utterly convinced as to one course of action, they may not actually follow it themselves and are merely adding to the fervour.

It is clear that not all consensuses reached are incorrect or are not based on any significant information or knowledge. It’s entirely common for people to carefully consider all of the information available to them, discuss with others and then form a consensuses based on the best possible information available. One conclusion that can be taken from this however is that the consensus of the group may not be the best course of action, especially when there is a large element of uncertainty. Do your own research, seek new information from others and make your own informed decision. After all, it’s your team and you’ll only be more frustrated if you follow the consensus and it goes wrong!


Further reading:

*Dobelli, R. (2011) Die Kunst des klaren Denkens ('The Art of Clear Thinking'). Munich: Carl Hanser 

This article is the latest in a series called "The Art of Clear Thinking" which looks at various errors in reasoning that cause many of us to come to illogical conclusions which may in turn lead to bad decision making. I hope to enlighten and entertain in equal measure and who knows - it may even help you to improve as an FPL player!