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Example of Non-Causal Statistical Relationship: Verbal and Mathematical Intelligence

A concrete example of investigating a non-causal statistical relationship is asking whether a correlation exists between verbal intelligence and mathematical intelligence. This research question necessitates a non-experimental approach because it seeks only to measure and determine if two naturally occurring variables are statistically associated, without attempting to manipulate an independent variable or establish that one form of intelligence causes changes in the other.

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Updated 2026-05-06

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Research Methods in Psychology - 4th American Edition @ KPU