The certainty effect is the psychological effect resulting from the reduction of probability from certain to probable (Tversky & Kahneman 1986). It is an idea introduced in prospect theory.

Normally a reduction in the probability of winning a reward (e.g., a reduction from 80% to 20% in the chance of winning a reward) creates a psychological effect such as displeasure to individuals, which leads to the perception of loss from the original probability thus favoring a risk-averse decision. However, the same reduction results in a larger psychological effect when it is done from certainty than from uncertainty.

Tversky & Kahneman (1986) illustrated the certainty effect by the following examples.

First, consider this example:

Which of the following options do you prefer?

In this case, 78% of participants chose option A while only 22% chose option B. This demonstrates the typical risk-aversion phenomenon in prospect theory and framing effect because the expected value of option B ($45x0.8=$36) exceeds that of A by 20%.

Now, consider this problem:

Which of the following options do you prefer?