Concept

Trade-off Between Sample Size and Relationship Strength

In null hypothesis testing, sample size and relationship strength trade off against each other to determine statistical significance. A weak statistical relationship can still reach statistical significance if the sample size is sufficiently large, and conversely, a very strong relationship can be statistically significant even if it is based on a small sample.

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Updated 2026-05-03

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Research Methods in Psychology - 4th American Edition @ KPU