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Alternatives Quote by Daniel Waterman

“The lack of plausible alternatives to an explanatory model significantly increases the chances of its adoption.” quote by Daniel Waterman
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““The lack of plausible alternatives to an explanatory model significantly increases the chances of its adoption.””

Daniel Waterman

About This Quote

Source Academic paper: Model selection theory, 2022, Journal of Computational Science

When few alternatives exist, a model is more likely to be accepted, even if flawed.

In simple terms: Lack of options boosts model acceptance.

Key Takeaway

Seek multiple explanations before committing.

Themes

science decision‑making bias critical thinking

Mood

analytical skeptical

Type

theoretical educational

When to use this quote

  • research design
  • policy analysis
  • technology adoption
  • medical diagnostics

Key Concepts

model selection confirmation bias epistemology

Questions to Reflect On

  • What alternative explanations could you generate?
  • How do you test a model’s robustness?
A Different Perspective

Over‑reliance on a single model can blind to better solutions.

4.5 out of 5 (8 ratings)

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