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Chi-Square Test for Homogeneity Conclusion
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A study examined whether smoking status (current, former, never) differs among residents of four neighborhoods. After conducting a chi-square test for homogeneity (χ² = 19.6, p = 0.003), which statement represents the most appropriate statistical reasoning?

A

Smoking status and neighborhood are independent variables

B

The distribution of smoking status differs among the four neighborhood populations

C

Neighborhood determines an individual’s smoking status

D

The four neighborhoods have equal proportions of smokers

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