(Common Management Errors - 39)

Psychological Entropy

Introduction

Psychological entropy refers to a state of mental uncertainty, disorder or unpredictability that causes discomfort or anxiety in the mind.

It is the mental tension or stress caused by uncertainty, ambiguity or a lack of coherence in your understanding or expectations.

The concept borrows from thermodynamic entropy (which is about disorder in physical systems) and was popularised in psychology.

Some Related Concepts

• Free Energy Principle (Friston) (the brain reduces psychological entropy by predicting the world and minimising "surprise.")
• Need for Cognitive Closure (Kruglanski) (some individuals have a higher need to resolve ambiguity quickly.)
• Flow (Csikszentmihalyi) (a mental state of low entropy, high focus and immersion.)
• Cognitive Dissonance (Festinger) (source of entropy due to conflicting beliefs.)

Its symptoms can be:

• Anxiety or stress when faced with the unknown
• Cognitive dissonance when beliefs or values are in conflict
• Mental fatigue when overloaded with choices or ambiguous information
• Restlessness or confusion when lacking direction or purpose.

Levels of Psychological Entropy

Psychological Entropy is essentially mental uncertainty. When the brain encounters unpredictable or hard-to-integrate information, it experiences high psychological entropy, which can cause stress—but also stimulate growth through learning or action.

• Low entropy (predictability and comfort; good for rest, but prolonged exposure can lead to boredom or complacency).
• High entropy (unpredictability and complexity; can fuel curiosity and growth if managed well but may also cause anxiety or paralysis).

The ideal zone lies in the middle, ie enough uncertainty to spark exploration and adaptability, but not so much that it overwhelms.
Effective leaders operate in this space, using thoughtful discomfort to keep their teams learning, agile and ethically anchored—without tipping into chaos.

“…Too little entropy (where everything feels safe and known) breeds boredom and disengagement. Too much leads to anxiety and decision paralysis. However, within the right range, entropy activates learning, creativity and motivation.
Leaders who know how to operate in this space by provoking thoughtful discomfort without tipping into chaos are far more likely to keep their teams agile, relevant and ethically grounded…”
Michelle Gibbings, 2025b

Examples of Psychological Entropy