Major Categories of Cognitive Bias
Cognitive biases operate at multiple stages of information processing. During information gathering, confirmation bias drives selective collection of evidence supporting existing beliefs. During judgment, anchoring effect causes disproportionate influence of initially presented values. During memory retrieval, availability heuristic leads to overweighting easily recalled examples. In self-assessment, the Dunning-Kruger effect produces systematic overestimation by low-performers and underestimation by high-performers. These biases do not operate independently but interact multiplicatively, compounding judgment distortions. Understanding which biases are most active in a given context enables targeted debiasing strategies.
Neural Basis in Dual-Process Theory
Cognitive biases are understood through dual-process theory (System 1 and System 2). System 1 handles fast, automatic, intuitive processing and is the source of heuristic-based judgments. System 2 handles slow, deliberate, analytical processing and monitors System 1 outputs for errors. When the prefrontal cortex is fatigued or under cognitive load, System 2 monitoring weakens, allowing biased System 1 outputs to pass unchecked into final judgments. Individuals with larger working memory capacity tend to maintain stronger System 2 oversight, showing greater resistance to certain biases. However, no one is immune - even awareness of biases provides only partial protection against their influence.
Impact on Test Score Interpretation
Cognitive biases actively distort how people interpret their Bench test results. Confirmation bias leads to emphasizing scores that align with existing self-beliefs while dismissing contradictory results as "off days." Anchoring effect causes the first score achieved to become a reference point, distorting evaluation of subsequent changes. Peak-end effect biases overall ability judgments toward best-ever scores and most recent results rather than representative averages. To counteract these biases, objective evaluation requires examining long-term averages and percentile rankings rather than individual sessions. Tracking scores over 20+ sessions provides a statistically reliable estimate of true ability that is resistant to the distortions introduced by cognitive biases in self-assessment.