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What if the assumption about the near linear relationship was not met? These variables are not measured on an ordinal scale but considering the suggested

What if the assumption about the near linear relationship was not met? These variables are not measured on an ordinal scale but considering the suggested likert scale, could Spearman's rank correlation work?

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