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Understanding P-Values in SPSS: What the Output Really Means

November 9, 2026 by Mr Thinker

Every SPSS output table has a column labelled “Sig.” — the p-value. It is probably the most looked-at number in statistics, and also one of the most misunderstood. Researchers celebrate when it falls below .05 and worry when it does not, often without being sure what the number actually says. This tutorial explains what p-values

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