What’s the Value of a Big Bonus?
From the NYT op-ed
BY withholding bonuses from their top executives, Goldman Sachs and UBS may soften negative reaction from Congress and the public if their earnings reports in December are poor, as is expected. But will they also suffer because their executives, lacking the motivation that big bonuses are thought to provide, will not do their jobs well?
Of course, there are many reasons to be disgusted with executive pay. It feels unfair that so many people make so much money managing our money, and it is often difficult to see how their talent and abilities justify their compensation. We find it particularly offensive when executives receive high bonuses after disastrous performances. But doesn’t the promise of a big bonus push people to work to the best of their ability?
To look at this question, three colleagues and I conducted an experiment. We presented 87 participants with an array of tasks that demanded attention, memory, concentration and creativity. We asked them, for instance, to fit pieces of metal puzzle into a plastic frame, to play a memory game that required them to reproduce a string of numbers and to throw tennis balls at a target. We promised them payment if they performed the tasks exceptionally well. About a third of the subjects were told they’d be given a small bonus, another third were promised a medium-level bonus, and the last third could earn a high bonus.
We did this study in India, where the cost of living is relatively low so that we could pay people amounts that were substantial to them but still within our research budget. The lowest bonus was 50 cents – equivalent to what participants could receive for a day’s work in rural India. The middle-level bonus was $5, or about two weeks’ pay, and the highest bonus was $50, five months’ pay.
What would you expect the results to be? When we posed this question to a group of business students, they said they expected performance to improve with the amount of the reward. But this was not what we found. The people offered medium bonuses performed no better, or worse, than those offered low bonuses. But what was most interesting was that the group offered the biggest bonus did worse than the other two groups across all the tasks.
We replicated these results in a study at the Massachusetts Institute of Technology, where undergraduate students were offered the chance to earn a high bonus ($600) or a lower one ($60) by performing one task that called for some cognitive skill (adding numbers) and another one that required only a mechanical skill (tapping a key as fast as possible). We found that as long as the task involved only mechanical skill, bonuses worked as would be expected: the higher the pay, the better the performance. But when we included a task that required even rudimentary cognitive skill, the outcome was the same as in the India study: the offer of a higher bonus led to poorer performance.
If our tests mimic the real world, then higher bonuses may not only cost employers more but also discourage executives from working to the best of their ability.
We later did a variation of the same experiment, at the University of Chicago, to look at a different kind of motivator: public scrutiny. We asked 39 participants to solve anagram puzzles, sometimes privately in a cubicle and sometimes in front of the others. We reasoned that their motivation to do well would be higher in public, and we wanted to see if this would affect their performance. But we found that while the subjects wanted to perform better when they worked in front of others, in fact they did worse.
So it turns out that social pressure has the same effect that money has. It motivates people, especially when the tasks at hand require only effort and no skill. But it can provide stress, too, and at some point that stress overwhelms the motivating influence.
When I recently presented these results to a group of banking executives, they assured me that their own work and that of their employees would not follow this pattern. (I pointed out that with the right research budget, and their participation, we could examine this assertion. They weren’t that interested.) But I suspect that they were too quick to discount our results. For most bankers, a multimillion-dollar compensation package could easily be counterproductive. Maybe that will be some comfort to the boards at UBS and Goldman Sachs.

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Either you know how to do your job, and enjoy it, or you don’t. If you do, you’ll work better.
High pay is not a motivating factor, it’s a recruitment and retainment technique. If you’re a highly desired employee, potentially entertaining multiple offers, the size of the offer is an indicator of which employer wants you most. And they have to keep paying you at that level to keep you from defecting to the competition.
The distinction between regular pay and bonuses is mainly an accounting trick, I think.
This is interesting – makes me think of 1. Festinger’s knob twisting cognitive dissonance work and 2. other possble research questions … so a bonus isn’t useful for motivating good performance, but is it useful in attracting desired talent? Isn’t that what the justification for bonuses is these days – if we don’t offer it, the competitor firm will …
I challenge the logic here as it doesn’t take into account performance anxiety. Offering someone a large (for them) reward if they successfully complete a task creates a level of stress that has nothing to do with how hard they’re willing to work. Taken to an extreme, it would not surprise me if someone asked to solve a puzzle for a $10mm prize would do worse than someone who would win $1.00 if they succeeded. Similarly, it doesn’t surprise me at all that being asked to perform in public can cause poorer results. None of the tests in this study address someone’s willingness to work longer or harder for a higher reward.
Dan,
Has any of this work been published yet? It would be very useful to see it in print!
The key is the degree to which the task engages a well practiced, established skill. I would expect different results if the subjects were competition level anagram solvers or finger-tappers.
Relevant to the bonuses, the question remains whether those individuals truly have any truly superior expertise in their field or if they are merely Black Swans (see Nassim Taleb). If indeed they are Black Swans and don’t possess any true exceptional skill, the bonuses indeed are likely to have a detrimental effect. IMHO, that is the most likely case.
I think your bonus studies are fabulous (read in NYT)…common sense tells me, without the study, that the excessive bonus is unrelated to performance, it exists in a realm of status and self importance that goes with the executive frame of mind..not earned but expected..and unfortunately reflects values that are narcissistic and skewed in reality, except for the reality that it has been accepted “good ol’ boy” practice…i hope coming to an end.
Although I think that big bonuses do not really help people perform better, the conditions of your experiments are not the same as the conditions of someone who is working at their job sixty hours a week for fifty-two weeks a year. A lot of that work is in private and not as immediately influenced by the large bonus. I would think that an experiment needs to be done where people are paid a bonus only after many weeks of performing the same exercises over and over. Would their end performance be better? This way you can discount the effects of performance anxiety. It’s like a photographer at a wedding. I’ve heard photographers say that they have to take a thousand pictures over the course of the event and that it’s only the last few at the end that they get good shots because people finally start to let their guards down.
What if we design an experiment as each group would not know the bonus numbers before they perform the task and they get reviewed on their performance as a group and as an individually. So if the group performed really well but the individual not so well with in the group then he does not get a higher bonus. On the other hand if your group performed poorly but as an individual you performed good with in this group you will be compensated a little more than the other individuals in your group. So your overall bonus will be a multiplication of a certain percentage of your group performance and a certain percentage of your individual performance. At the end of receiving the bonuses each individual would know their individual performance candidly. However the group performances would be public and the formulation of bonus strategy. After a while perform the same experiment with the same group of people with different tasks. This might be interesting to figure out how the judgment and reward of previous performance will show itself in the next task.
Actually, your experiment says what most management books have been saying since at least the 1970s (and a few from the 1950s): that there is not a correlation between higher pay and more productivity. (Generally not in the context of bonuses, but in the context of average workers – I think you have a chapter about this in PI, yes?) So it’s nice to have your controlled example proving this.
It seems to me that the Linux operating system and Wikipedia are examples of how people will do excellent work for no pay at all.
Hello mr Dan, sono un lettore dell’edizione italiana del suo libro.
Interessante e condivisibile.
Molti dei suoi test sono stati condotti con l’aiuto di studenti del MIT, che lei stesso ad un certo punto definisce “La creme de la creme della gioventù americana”.
Ebbene mi chiedo come sia possibile che sottoponendoli ai vari test
davano percentuali di risposte esatte intorno al 50% ?
Erano test impossibili anche per studenti di Harward?
Con i migliori saluti Carmine Chieppa Roma Italy
I found this article after viewing your podcast “How an Injury Led Me to Irrationality,” and I absolutely agree with the common sense notion that “high stakes” situations do not improve performance. Indeed, there are individuals who may perform better in the context of big reward/big failure boundaries, but it certainly could not be described as the norm for the complexity of variables in behavior and performance.
I wish someone would kick some sense about this into the educational leadership of this society. The No Child Left Behind disaster is a perfect example of supposedly sensible people (referring to the burn nurses in your podcast) who have imposed an irrational solution upon a perceived problem. We have quantified success, and we have killed curiosity and self-efficacy.
Beyond the results of your study remains the question, “What does motivate successful behavior?” If it isn’t money, what is it?
I am reminded of a sociology study shared with me in college. During WW II, an attempt was made to devise a test to discover which enlistees would be most qualified to be candidates for officers. It was discovered that the best candidates for leadership roles depended upon WHO was being led. Capable soldiers benefited from leaders who passed authority down. Less capable soldiers benefited from authoritarian leadership.
Perhaps motivation and performance will always remain an issue of success at an individual level, the result of many, many variations of history, skill, and personal need.
Thank you for your article!
HA, wow that is incredibly interesting, did not see those results turning out the way that they did. If you can convince a company that the monitory cost of this experiment is less than that of the benefit, maybe there will be the chance of running a real test on corporate to replace your straw man. However, If your findings prove to be valid Tournament Theory will still be an argument for massive bonuses, because even though the top might be lazy, the dream that a low employee can one day, with hard work rise up to receive those ridiculous bonuses, might in effect cause the benefit at the margin, even with some lazy executives, to still exceed the cost.
Please excuse my dyslexia
Why when you had three groups, did you assemble 87 people? Surely 90 would have made the maths easier? Or were you just being irrational? Also, what is the reason for the poor performance of the highly paid group? Is it anxiety or just stupidity?
I suspect this result could be graphed. We could find the spot where performance dropped in relation to the comparative size of the bonus. But, as a previous poster stated, in the financial industry the bonus size is more about attracting and retaining talent regardless of their actual performance. Their perceived value is high and their peers and the industry have set these bonuses at their current levels.
Hi Dan
A great article and inspiration for our lastest post on saless compensation:
http://iloveclosing.com/2009/04/10/why-i-won%e2%80%99t-get-out-of-bed-for-less-than-3-commission/
Stay Frosty
The Closer