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12 Jul 2026

Decision Making Under Risk: Prospect Theory

decision making under risk prospect theory

Why Classical Theory Falls Short

Classical economics assumes managers are perfectly rational: faced with risky choices, they coolly calculate expected values and pick the option with the highest payoff. Real life disagrees. In 1979, psychologists Daniel Kahneman and Amos Tversky proposed Prospect Theory — a Nobel Prize-winning account of how people actually decide under risk. Its core message: we don’t evaluate outcomes by how wealthy they make us, but by how they feel relative to a reference point.

Idea 1: Gains and Losses, Not Final Wealth

Every decision is judged against a mental benchmark — usually the status quo, a target, or an expectation. A bonus of ₹50,000 feels wonderful if you expected ₹30,000, but disappointing if you expected ₹1,00,000. Same money, different reference point, opposite emotion. Managers should remember that employees, customers, and investors all react to changes, not absolute levels.

Idea 2: Losses Loom Larger Than Gains

The pain of losing ₹10,000 is roughly twice as intense as the pleasure of gaining ₹10,000. This is loss aversion, and it explains why teams cling to failing projects (“we’ve invested too much to quit”), why customers resist switching suppliers, and why price increases trigger more anger than equivalent discounts trigger delight.

Idea 3: Risk Attitudes Flip Depending on the Frame

Because the value curve flattens in the gain region and steepens for losses, people are typically risk-averse when protecting gains but risk-seeking when trying to escape losses. A manager ahead of target plays it safe; a manager behind target gambles. Combined with our tendency to overweight small probabilities, this produces the famous fourfold pattern below — which explains why the same person buys both lottery tickets and insurance.

Idea 4: Framing Changes Choices

Logically identical options provoke different decisions depending on wording. A project described as having a “90% success rate” wins approval; the same project framed as a “10% failure rate” gets rejected. How you present a decision is itself a managerial decision.

What This Means for You

  • Set reference points deliberately. Anchor negotiations, targets, and pricing so outcomes are framed as gains.
  • Watch for loss-driven gambling. Teams facing losses take reckless risks; escalation of commitment is loss aversion in action.
  • Frame communication carefully. Present change initiatives in terms of what people gain, not what they give up.
  • Audit your own frames. Before a big decision, restate the options in both gain and loss language — if your preference flips, the frame is driving you, not the facts.

Prospect Theory doesn’t say people are irrational — it says we are predictably human. Those who understand these patterns can design better decisions for themselves, their teams, and their stakeholders.

Operation Prospect

Decision-Making Under Risk — a Prospect Theory field assessment
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