An Alternative Analysis

The results of the analysis suggest that treating Age in years as ordinal does not appear appropriate. Although Age in years is measured at an ordinal level, its relationships with other variables are not monotonic. To investigate the effects of changing the optimal scaling level to single nominal, you may rerun the analysis.

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