Science

Scope Insensitivity

the 2,000-bird experiment
The documented failure to multiply feeling by quantity: people will pay roughly the same to save 2,000 birds, 20,000 birds, or 200,000 birds, because what they are paying for is the picture of one bird.
Documented

The contingent valuation studies

Documented: Desvousges, Kahneman and colleagues' 1990s studies on Exxon-era environmental valuation found willingness to pay nearly flat across 2,000, 20,000, and 200,000 affected birds. Fetherstonhaugh and colleagues (1997) named the pattern scope neglect and showed interventions rated by lives saved drew similar support whether the count was 10,000 or far higher, while a single identified child outdrew statistical thousands.

Assessment: Documented: the studies and the flat curves. The insensitivity replicates across domains.
Stories

The prototype in the head

The explanation the field converged on: affect runs on prototypes, one imageable victim, and quantity enters only through deliberate calculation, a system most people do not engage for charity. The response measures the vividness of the mental image, not the size of the problem, which is why campaigns learned to lead with one face and bury the count.

Assessment: Documented as the dominant account in the judgment literature. Fundraising practice is its industrial application.
Interesting claims

The utilitarian's dilemma

The tension this creates, documented in the effective altruism literature: if intuition ignores scope, then scope-sensitive ethics must be done by arithmetic against intuition, which is exactly what effective altruism proposes and exactly what readers find cold. The bird study is the small print on every large moral number.

Assessment: Interesting: the same flattening that softens genocide statistics also flattens the case for giving efficiently. The bias is nonpartisan.
Sources and further reading
  1. Desvousges, Kahneman et al., contingent valuation studies of migratory bird protection, early 1990s (2,000 vs 200,000 birds, primary studies)
  2. Fetherstonhaugh et al., 'Insensitivity to the value of human life', Journal of Risk and Uncertainty, 1997 (scope neglect named)
  3. Kahneman, Thinking, Fast and Slow, 2011 (the prototype account)
Worth asking

When the number of lives stops changing the response, what is the response actually about?

Open in the interactive archive
GR8YFILES · competing origin stories, labeled by the strength of their evidence · readers 14+