Q. AP4.17 Women who are severely overweigh... [FREE SOLUTION]

91影视

The Practice of Statistics for AP Examination

Daren Starnes, Josh Tabor

$Math Studyset 91影视 Explanations$ Math

6th Edition 路 837 pages

ISBN: 9781319113339

Chapter 12: Q. AP4.17 (page 830)

Women who are severely overweight suffer economic consequences, a study has shown. They have household incomes that are $$ 6710$ less than other women, on average. The findings are from an eight-year observational study of $10, 039$ randomly selected women who were $16 - 24$ years old when the research began. If the difference in average incomes is statistically significant, does this study give convincing evidence that being severely overweight causes a woman to have a lower income?
a. Yes; the study included both women who were severely overweight and women who were not.
b. Yes; the subjects in the study were selected at random.
c. Yes, because the difference in average incomes is larger than would be expected by chance alone.
d. No; the study showed that there is no connection between income and being severely overweight.
e. No; the study suggests an association between income and being severely overweight, but we can鈥檛 draw a cause-and-effect conclusion.

Short Answer

Expert verified

The correct option is (e) No; the study suggests an association between income and being severely overweight, but we can鈥檛 draw a cause-and-effect conclusion.

Step by step solution

Given information

The household incomes that are $$ 6710$ less than other women, on average. The findings are from an eight-year observational study of $10, 039$ randomly selected women who were $16 - 24$ years old

Explanation

A study was done to see whether or not women who are severely overweight experience economic disadvantages.

Because the difference in average income is statistically significant, the observation study's findings indicate that there is a link between income and being extremely overweight.

However, because the study is an observational study, association does not imply causation because the reason could be another variable that was not included in the analysis. As a result, option (e) is the proper choice.