MIXORA CONCEPT
Causation
A relationship in which changing one factor makes a difference to another outcome under relevant conditions.
Causal claims require more than two variables moving together. Timing, mechanisms, interventions, confounders and rival explanations all matter.
What “Strong evidence” means
The core definition or effect is well established across authoritative standards, foundational research or a broad research literature. The label does not make every practical prediction certain.
VISUAL EXPLANATION · MARKER BOARDIce-cream sales and sunburn rise together because hot weather affects both; buying ice cream does not cause sunburn.
A plausible mechanism plus correlation is stronger, but still may not isolate the causal effect.
What would happen to the outcome if the suspected cause were changed while other factors stayed comparable?
A statistical association in which values or events vary together.
→thoughtConfounderA factor related to both a suspected cause and an outcome that can create or distort their observed association.
→thought × bridgeAbductive reasoningInferring the explanation that best accounts for the available observations.
→thought × bridgeEvidenceInformation that raises, lowers or otherwise constrains rational confidence in a claim.
→SOURCES & TRUST
References
Last reviewed
- 01Underdetermination of Scientific TheoryReference source
Kyle Stanford · Stanford Encyclopedia of Philosophy
Why the same observations can remain compatible with multiple causal explanations.
What the source labels mean
- Primary source
- Original work, experiment, standard or historical text.
- Academic source
- Scholarly research or review published for an academic audience.
- Reference source
- An expert standard, encyclopedia or institutional explanation that summarizes a field.
- General reference
- A practical specialist resource useful for application, but not treated as decisive research by itself.