In: Statistics and Probability
A particular paper described a study of children who were underweight or normal weight at age 2. Children in the sample were classified according to the number of sweet drinks consumed per day and whether or not the child was overweight one year after the study began. Is there evidence of an association between whether or not children are overweight after one year and the number of sweet drinks consumed? Assume that it is reasonable to regard the sample of children in this study as representative of 2 to 3 years old children and then test the appropriate hypotheses using a .05 significance level. (Round your answer to two decimal places.)
Number of Sweet Drinks Consumed per Day |
Overweight? | |
Yes | No | |
0 | 22 | 930 |
1 | 73 | 2071 |
2 | 56 | 1681 |
3 or More | 102 | 3387 |
χ2 =
P-value interval
p < 0.001
0.001 ≤ p < 0.01
0.01 ≤ p < 0.05
0.05 ≤ p < 0.10
p ≥ 0.10
There is ---Select--- sufficient
evidence, not sufficient evidence to
conclude that there is an association between whether or not
children are overweight after one year and the number of sweet
drinks they consume.
H0 : there is no association between the children are overweight after one year and the number of sweet drinks consumed
H1: there is association between the children are overweight after one year and the number of sweet drinks consumed
Let the los be alpha = 5%
The observed frequencies are
Over Weight | |||
Yes | No | Total | |
0 | 22 | 930 | 952 |
1 | 73 | 2071 | 2144 |
2 | 56 | 1681 | 1737 |
3 or more | 102 | 3387 | 3489 |
Total | 253 | 8069 | 8322 |
P-Value: 0.3847
Correct answer: option (E) p ≥ 0.10
There is not sufficient evidence to conclude that there is an association between children are overweight after one year and the number of sweet drinks they consume.
Test Statistic, X^2: 3.0450
Critical X^2: 7.814736
P-Value: 0.3847