Endowment Effect Simulator: WTP vs WTA and the Psychology of Ownership

simulator beginner ~7 min
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WTA/WTP ratio ≈ 1.8 — sellers want nearly twice what buyers offer

With a $50 item, lambda=2, moderate experience, owners demand about $90 (WTA) while non-owners offer about $50 (WTP). This 1.8x gap is the endowment effect in action.

Formula

WTA = item_value * loss_aversion * (1 - market_experience * 0.5) * (1 + ownership_duration * 0.01)
WTP = item_value * (1 + market_experience * 0.2)
Endowment premium = (WTA - WTP) / WTP * 100%

The Mug Experiment

In one of behavioral economics' most famous experiments, Kahneman, Knetsch, and Thaler gave coffee mugs to half the students in a class and asked them to trade. Standard economics predicts that about half the mugs should change hands — some mug-owners should value money more, some non-owners should value mugs more. Instead, almost no trading occurred. Sellers demanded around $7; buyers offered around $3. Identical mugs, identical people, but ownership created a 2-3x value gap.

Loss Aversion as the Engine

The endowment effect is loss aversion applied to ownership. Once you possess something, giving it up is coded as a loss. The psychological pain of losing your mug exceeds the pleasure of gaining the equivalent cash. The loss aversion coefficient (lambda) directly predicts the WTA/WTP ratio: higher lambda means sellers demand more relative to what buyers offer. This simulation lets you see how lambda translates into the market gap between buyers and sellers.

Buyers vs Sellers

The visualization shows two groups facing each other across a price scale. On the left, buyers' willingness-to-pay distribution clusters around the objective value. On the right, sellers' willingness-to-accept distribution is shifted upward by the endowment premium. The gap between these distributions represents unrealized trades — transactions that would benefit both parties but never happen because ownership bias prevents agreement. This is economic inefficiency created purely by psychology.

Experience and Markets

The market experience parameter captures an important finding: experienced traders show smaller endowment effects. John List's 2003 study of sports card dealers found that novice traders exhibited strong endowment effects, while experienced dealers traded much closer to standard economic predictions. This suggests that market participation can partially 'debias' the endowment effect — though it never disappears entirely. Slide the experience parameter to watch the WTA/WTP gap narrow as agents learn to separate ownership from value.

FAQ

What is the endowment effect?

The endowment effect is the tendency to value an item more highly simply because you own it. In classic experiments by Kahneman, Knetsch, and Thaler (1990), people given a mug demanded ~$7 to sell it, while those without one would only pay ~$3 — a 2-3x gap for identical items, based solely on ownership.

What is WTP vs WTA?

WTP (willingness to pay) is the maximum a buyer will spend for an item. WTA (willingness to accept) is the minimum a seller will accept to part with it. Standard economics predicts WTP ≈ WTA for the same item, but the endowment effect creates a persistent gap where WTA > WTP.

What causes the endowment effect?

Loss aversion is the primary explanation: selling an item is framed as a loss, which feels more painful than the equivalent gain from buying. Other factors include ownership attachment, status quo bias, and the psychological 'reference point' shift that occurs upon acquisition.

Does the endowment effect disappear with experience?

Partially. List (2003) found that experienced sports card traders showed smaller endowment effects. However, even experienced professionals show it in unfamiliar domains. The market experience parameter in this simulation models this learning effect.

Sources

Embed

<iframe src="https://homo-deus.com/lab/behavioral-economics/endowment-effect/embed" width="100%" height="400" frameborder="0"></iframe>
View source on GitHub