Irrational Escalation

Also known as: Escalation of Commitment, Escalation Trap

Irrational escalation, closely related to escalation of commitment, is a decision-making bias in which individuals or groups persist with a losing strategy, project, or commitment despite mounting evidence of poor outcomes. Past investments of time, money, effort, or reputation unduly influence current choices, leading people to "double down" instead of re-evaluating from the present.

Cognitive Biases

/ Commitment and consistency

10 min read

experimental Evidence


Irrational Escalation: Doubling Down on Losing Choices

When a project, investment, or relationship is going badly, the rational question is: "What choice gives us the best outcome from here forward?" Yet people and organizations often do the opposite, pouring in more resources because they have already invested so much. This pattern is known as irrational escalation.

Irrational escalation is closely linked to the sunk cost fallacy and reflects a powerful desire for consistency, justification, and eventual vindication of past decisions.

Core Characteristics

Irrational escalation typically involves:

  • Mounting evidence that a plan is not working.
  • Continued or increased investment in the same plan rather than pivoting.
  • Justifications such as "We can’t stop now after all we’ve put in" or "We’re too far along to turn back."

Psychological Drivers

  1. Sunk Costs and Loss Aversion
    People feel acute aversion to "wasting" past investments, even though those resources are already gone. Escalating commitment feels like a way to avoid admitting a loss.

  2. Self-Justification and Ego Protection
    Leaders and teams want to see themselves as competent. Reversing course can feel like admitting failure or poor judgment, so they persist to preserve self-image.

  3. Consistency Pressure
    Once a stance is taken publicly, social and internal pressure favors staying consistent. Changing direction may be seen as weakness or unreliability.

  4. Hope and Over-Optimism
    People may cling to best-case scenarios, overestimating the probability that extra effort or resources will "turn things around."

Examples

  • Business Projects: A company keeps funding a product that fails to gain traction, rationalizing that "the next release" will finally break through, despite repeated warning signs.

  • Personal Commitments: Someone stays in an unhealthy relationship or career path because they have already spent many years on it, even though alternatives would likely improve their wellbeing.

Consequences

Irrational escalation can lead to:

  • Resource Waste: Time, money, and attention continue to be channeled into low-yield efforts instead of more promising opportunities.
  • Opportunity Costs: Focusing on salvaging failing paths prevents investment in better options.
  • Wider Harm: In organizational or policy contexts, escalation can amplify negative impacts on stakeholders.

Mitigation Strategies

  1. Reframe Decisions from the Present
    Regularly ask: "Ignoring what we’ve already spent, what choice maximizes value from here forward?"

  2. Predefined Exit Criteria
    Set clear thresholds (e.g., performance metrics, time limits) that trigger review or termination of projects.

  3. Independent Review
    Involve people who were not part of the original decision to assess whether continuation is justified.

  4. Normalize Course Corrections
    Build cultures where changing direction in response to new evidence is praised as good leadership, not punished as failure.

Relationship to Other Biases

  • Sunk Cost Fallacy: Focusing on past, unrecoverable investments rather than future costs and benefits.
  • Status Quo Bias: Preference for sticking with the current path.
  • Optimism Bias: Overestimating the likelihood that persistence will pay off.

Conclusion

Irrational escalation shows how our desire to justify past choices can lock us into losing paths. By consciously re-evaluating decisions based on current evidence, setting clear exit rules, and valuing adaptive change, individuals and organizations can limit the damage from doubling down when they should, instead, let go and reallocate their efforts.

Common Triggers

Large prior investments

Public commitments

Typical Contexts

Business and project management

Public policy and large infrastructure

Personal relationships and careers

Long-term investments

Mitigation Strategies

Forward-looking decision rules: Base continuation decisions on expected future value, not past expenditure.

Effectiveness: high

Difficulty: moderate

External reviews at milestones: Invite independent reviewers at key checkpoints to assess whether to continue, pivot, or stop.

Effectiveness: medium

Difficulty: moderate

Potential Decision Harms

Persisting with failing initiatives diverts resources from more promising options.

major Severity


Related Biases

Explore these related cognitive biases to deepen your understanding

Loaded Language

Loaded language (also known as loaded terms or emotive language) is rhetoric used to influence an audience by using words and phrases with strong connotations.

Cognitive Biases

/ Emotive language

Euphemism

A euphemism is a mild or indirect word or expression substituted for one considered to be too harsh or blunt when referring to something unpleasant or embarrassing.

Cognitive Biases

/ Doublespeak (related)

Paradox of Choice

10 min read

The paradox of choice is the idea that having too many options can make decisions harder, reduce satisfaction, and even lead to decision paralysis.

Cognitive Biases / Choice and complexity

/ Choice Overload

Choice Overload Effect

10 min read

The choice overload effect occurs when having too many options makes it harder to decide, reduces satisfaction, or leads people to avoid choosing at all.

Cognitive Biases / Choice and complexity

/ Paradox of Choice

Procrastination

2 min read

Procrastination is the action of unnecessarily and voluntarily delaying or postponing something despite knowing that there will be negative consequences for doing so.

Cognitive Biases

/ Akrasia (weakness of will)

Time-Saving Bias

2 min read

The time-saving bias describes the tendency of people to misestimate the time that could be saved (or lost) when increasing (or decreasing) speed.

Cognitive Biases

/ Time-saving illusion