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Plate BIAS·014 · Cognitive biasGrid A2 · Rev. 2026-08-14

Sunk Cost Fallacy

Past investment that cannot be recovered still drives decisions, in users and in product teams alike.

Cognitive biasEstablished researchIntermediate

Definition

The tendency to continue an endeavour because of previously invested resources, despite those resources being unrecoverable and irrelevant to the decision at hand. Arkes and Blumer demonstrated it experimentally in 1985.

Established research. Originates in published research and has been replicated. The effect is real. Its size in your product still needs measuring.

On this plate
  1. 1Definition
  2. 2Two places it matters
  3. 3Two places it operates
  4. 4In practice
  5. 5Local chart
  6. 6Sources
  7. 7Continue from here

Reach for this when

  • Reviewing whether to continue a project.
  • Designing long flows.
  • Evaluating features for deprecation.
  • A decision to continue is being justified by what has already been spent.

Common mistakes

  • Exploiting the bias to increase completion.
  • Citing past effort in a forward-looking decision.
  • Confusing commitment with evidence.

Two places it matters

In users, it keeps people in flows they should abandon, and it is exploited by designs that make abandonment feel wasteful after a long form or a lengthy configuration. That is a deceptive pattern when it is deliberate.

In teams, it is why features nobody uses survive, why a failing redesign gets defended, and why a research finding that contradicts six months of work gets explained away. This is usually the more expensive of the two.

Do

  • Save progress so leaving a flow is not a loss, which removes the pressure honestly.
  • Set decision points in project plans where continuing has to be re-justified.
  • Evaluate features on current value, not on what they cost to build.

Do not

  • Design flows that make abandonment costly in order to increase completion.
  • Use progress investment as a retention mechanism.
  • Defend a decision by citing the effort already spent.

Two places it operates

WhoWhat it looks likeWhat helps
The readerContinuing a long form or setup that is no longer worth finishingSave progress, so returning is free and abandoning is not final
The readerStaying on a plan because of what was already paidClear, cheap exits, and no penalty for changing
The teamShipping a feature because it is nearly finishedJudge on remaining cost against expected value, not on spend to date
The teamDefending a design because of the effort in itHave someone without the investment run the critique

In practice

  1. i.

    Saved progress removes the trap

    Long forms

    If a user can leave and return without losing work, the sunk cost pressure disappears. Completion driven by that pressure is a worse outcome than a later, willing return.

  2. ii.

    Feature deprecation

    Product management

    The cost of building a feature is irrelevant to whether it should stay. Usage, maintenance burden and strategic fit are the only inputs that matter.

  3. iii.

    Nearly finished

    The team version

    A feature at eighty percent was completed and shipped to a usage rate near zero, for the stated reason that it was nearly done. The eighty percent was gone either way, and it was the only argument made.

Local chart

BIAS·014 · Region I · Grid A2

This entry and the entries it is stated to connect with. Each line is labelled with what the connection means.

Sources

Where a source establishes something narrower than the popular reading of it, the note says so.

  1. [1]

    The psychology of sunk cost

    H. R. Arkes and C. Blumer, Organizational Behavior and Human Decision Processes, 1985

Each link says what the connection is, so you can tell a principle from an alternative from a thing people mix this up with.

Explains

The mechanism underneath these entries.

Applied through

Where this shows up as a concrete interface decision.

Check your work

Review passes that test whether this was done properly.

Short definition

The one-paragraph version, for when that is all you need.

Related concept

Connected closely enough to change how you apply this.