Ecological Fallacy

Synonyms of ecological fallacy

• aggregate bias
• group-level fallacy
• population-level fallacy

Antonyms of ecological fallacy

• individual-level analysis
• micro-level analysis

Collocations of ecological fallacy

statistical inference

Frequency: 70 %

The ecological fallacy occurs when statistical inference is made at the group level but does not hold true for individuals within the group.

data analysis

Frequency: 65 %

Researchers must be cautious in their data analysis to avoid falling into the ecological fallacy trap.

research methodology

Frequency: 60 %

A sound research methodology can help prevent the occurrence of ecological fallacy in studies.

causal inference

Frequency: 50 %

Drawing causal inferences from ecological data may lead to the ecological fallacy.

interpretation error

Frequency: 45 %

An interpretation error can result in the propagation of ecological fallacy in scientific literature.

Idiomatic Expressions for ecological fallacy

• Phrase: avoiding the ecological fallacy
  Meaning: Ensuring that individual-level data is used when making conclusions about individuals
  Usage: By avoiding the ecological fallacy, researchers can provide more accurate and meaningful results