Previous studies suggest that vegetarians may not receive enough zinc in their diets. As the zinc requirement is particularly important during pregnancy, researchers conducted a study to determine whether vegetarian pregnant women are at greater risk from low zinc levels than are nonvegetarian pregnant women.
23 women were monitored. The following table presents the zinc levels (ug/g) in the hair of three groups of women. (Data from J. C. King. Nutrition 34 (1981): 1049-1055.)
Pregnant nonvegetarians |
Pregnant vegetarians |
Nonpregnant vegetarians |
185 |
171 |
210 |
189 |
174 |
139 |
187 |
202 |
172 |
181 |
171 |
198 |
150 |
207 |
177 |
176 |
125 |
|
189 |
||
179 |
||
163 |
||
174 |
||
184 |
||
186 |
How many degrees of freedom for the Between Groups calculation?
How many degrees of freedom for the Within Groups calculation?
F =
Critical value of F = (use alpha = 0.05)
Should you reject the null hypothesis?
The statistical software output for this problem is:
Analysis of Variance results:
Data stored in separate columns.
Column statistics
Column | n | Mean | Std. Dev. | Std. Error |
---|---|---|---|---|
Pregnant nonvegetarians | 6 | 178 | 14.477569 | 5.9104427 |
Pregnant vegetarians | 12 | 177.08333 | 20.8739 | 6.0257759 |
Nonpregnant vegetarians | 5 | 179.2 | 27.270864 | 12.195901 |
ANOVA table
Source | DF | SS | MS | F-Stat | P-value |
---|---|---|---|---|---|
Columns | 2 | 16.196377 | 8.0981884 | 0.018372161 | 0.9818 |
Error | 20 | 8815.7167 | 440.78583 | ||
Total | 22 | 8831.913 |
Hence,
Between group degrees of freedom = 2
Within group degrees of freedom = 20
F = 0.018
Critical F value = 3.49
Do not reject Ho
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