What is the most appropriate test(s) to test the following hypothesis? H1: Consumers with 2 different citizenship status have different familiarity with Sony. Group of answer choices Independent samples t-test Paired samples t-test ANOVA Correlation test Chi-square test
Question
What is the most appropriate test(s) to test the following hypothesis?
H1: Consumers with 2 different citizenship status have different familiarity with Sony.
Group of answer choices
Independent samples t-test
Paired samples t-test
ANOVA
Correlation test
Chi-square test
Solution
The most appropriate test to test the hypothesis that consumers with 2 different citizenship statuses have different familiarity with Sony would be the Independent samples t-test.
Here's why:
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The hypothesis is comparing two independent groups (consumers with two different citizenship statuses).
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The variable of interest (familiarity with Sony) is likely to be continuous.
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The t-test is used to determine if there is a significant difference between the means of two groups.
Therefore, the Independent samples t-test is the most suitable for this hypothesis.
The other tests are not as suitable:
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Paired samples t-test is used when the observations are not independent, such as before-and-after observations on the same subjects.
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ANOVA is used when comparing the means of more than two groups.
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Correlation test is used to measure the association between two continuous variables.
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Chi-square test is used for categorical variables.
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H1: Consumers with different citizenship status have different familiarity with Sony.
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