Correlations & Causal Relationships (AQA A-Level Biology): Flashcards

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Correlations & Causal Relationships
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Correlation definition

Relationship where changes in one variable are associated with changes in another variable

Causation definition

Direct relationship where one variable is proven to cause changes in another variable

Consistency in correlation vs causation

Whether the relationship appears reliably across different studies and populations

Time sequence requirement

Proposed cause must occur before the observed effect

Mechanism in causation

Biological processes explaining how one variable causes changes in another

Intervention test

Testing if removing the proposed cause reduces the observed effect

Carcinogens

Chemical compounds that mutate DNA in cells, leading to cancer

Spurious correlations

When variables appear related due to coincidence or an unmeasured third factor

Longitudinal studies

Studies following same individuals over extended periods

Epidemiological studies

Compare disease rates across populations with varying exposure

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