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non-normal data

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What to Do When Your Data Is Not Normal in SPSS: 5 Options

November 11, 2026 by Mr Thinker

Your Shapiro-Wilk Test Came Back Significant. Now What? You ran the normality check and the Shapiro-Wilk test came back significant. Your histogram leans to one side and the Q-Q plot curves away from the line. If your next step is a t-test, an ANOVA, or a regression, that feels like a problem — because those

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