Decision Lab
Applied explorations where behavioral science meets everyday HR decisions. These articles examine how bias, context, and system design influence outcomes - and how small structural adjustments can significantly improve fairness, clarity, and decision quality.
Bias Audit for Everyday People Decisions
Cognitive biases quietly shape everyday HR decisions - from performance ratings to pay and promotions - often without conscious awareness. Fairer outcomes come not from better intentions, but from …
Read More →Incentives, Motivation, and Unintended Consequences
Incentives shape behavior, but they also shape motivation - and not always positively. HR impact comes from designing rewards that reinforce autonomy, competence, and purpose, not just performance …
Read More →Ensuring High Performers Stay High Performers After Promotion
Promotions don't fail because people lose capability. They fail when success criteria change faster than support systems. Simple, well-timed HR interventions can help high performers adapt and …
Read More →Social Comparison and Fairness Perception
Employees judge pay and promotion decisions through comparison, not calculation. HR effectiveness depends on designing systems and narratives that make fairness visible, consistent, and …
Read More →Success Is Situational, Not Universal
Success at work is not a fixed trait of individuals. It emerges from the interaction between a person's attributes and the environment they operate in. HR systems are more accurate when they model …
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