Fundamental Attribution Error

The fundamental attribution error is blaming an agent rather than the system. The agent is usually a person, but it can also be a corporation, a government, and so on. It is the most common error of them all when trying to determine the cause of a complex social system problem. An attribution is an explanation for the cause of something. People make attributions in order to understand why the world works the way it does and to learn from their experiences.

Let's examine some examples of the fundamental attribution error. Conventional wisdom may conclude that if we can just get rid of a certain bad politician, or a bad administration, or a bad political party, then everything will be okay. This is false, because it is the structure of the social system that causes “bad agents” to appear and occupy their places in the system. Eliminate a bad agent, and another one will appear in his place. Due to the random variation in the behavior of independent agents, on the average the replacement agent will be different. If the “bad agent” was worse than usual, which happens frequently when random fluctuations are considered, then on the average the replacement agent will be “better,” which really means less bad. This will seem to have solved the problem, until the next time another “bad agent” appears. The only way to reduce the “badness” of the average agent is to change the structure of the system.

Here’s what John Sterman has to say about the fundamental attribution error:

“A fundamental principle of system dynamics states that the structure of the system gives rise to its behavior. However, people have a strong tendency to attribute the behavior of others to dispositional rather than situational factors, that is, to character and especially character flaws rather than the system in which these people are acting. The tendency to blame the person rather than the system is so strong psychologists call it the ‘fundamental attribution error.’

“In complex systems different people placed in the same structure tend to behave in similar ways. When we attribute behavior to personality we lose sight of how the structure of the system shaped our choices. The attribution of behavior to individuals and special circumstances rather than system structure diverts our attention from the high leverage points where redesigning the system or governing policy can have significant, sustained, beneficial effects on performance. When we attribute behavior to people rather than system structure, the focus of management becomes scapegoating and blame rather than design of organizations in which ordinary people can achieve extraordinary results.” (1)

Sometimes the problem really is the person, such as when a firm discovers it has hired the wrong person. However, even in that case, the first question should be “What caused us to hire such a person?” That should lead to the defect in the system that allowed the wrong person to be hired.

If you catch yourself thinking how bad a certain politician is, stop yourself and think instead, why is it the system attracts and elects such people? Is there a better system, or is the present system about the best, on the average, that’s possible?

For more see cognitive bias and the wikipedia entries on attribution theory and the fundamental attribution error.

(1) Source: Business Dynamics: Systems Thinking and Modeling for a Complex World, by John Sterman, 2000, page 28. The author uses the fundamental attribution error to make the even more telling point that people tend to have “flawed cognitive maps” or mental models of complex system problems, and so they find it difficult to solve such problems.

 

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