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self_serving_bias
Self-serving bias is the tendency to attribute positive outcomes to one's own abilities and efforts (internal attribution) while blaming negative outcomes on external factors beyond one's control. This bias serves to protect and enhance self-esteem, maintaining a positive self-image even in the face of failure.
A sales manager credits their leadership skills when the team exceeds quarterly targets, but blames market conditions, competitor pricing, and insufficient marketing support when the team falls short of its goals.
A poker player who wins a big hand attributes the outcome to their sharp reading of opponents and strategic patience. After losing the next hand, they immediately blame a bad run of cards and an unusually unpredictable opponent, never questioning whether their own play was suboptimal.
A student who aces a midterm exam tells friends it reflects how hard they studied and how well they understood the material. When they receive a poor grade on the final, they complain that the professor asked unfair trick questions and that the exam did not reflect what was actually taught in class.
Binary (yes/no) questions an LLM must answer to identify this aspect:
Are successes credited to personal skill while failures are blamed on circumstances?
Type: binaryIs there an asymmetry in how credit and blame are assigned?
Type: binaryWould the attribution pattern hold if another person were in the same situation?
Type: binarySelf-serving bias is the tendency to attribute positive outcomes to one's own abilities and efforts (internal attribution) while blaming negative outcomes on external factors beyond one's control. This bias serves to protect and enhance self-esteem, maintaining a positive self-image even in the face of failure.
Protecting self-esteem is a fundamental psychological need. Attributing success internally reinforces feelings of competence and control, while attributing failure externally prevents damage to self-concept and maintains motivation.
After both successes and failures, conduct structured post-mortems that systematically examine both internal and external contributing factors. Seek feedback from others who may have a less biased perspective on your contributions.
Self-serving bias is pervasive in performance reviews (employees rate themselves higher than managers rate them), academic publishing (researchers attribute rejections to reviewer incompetence), and investing (traders claim skill for gains and blame markets for losses).
Use these tools to detect, analyze, or train this aspect.