In: Statistics and Probability
You want to study the relationship between fat intake (g/day)
and the death rate in the...
- You want to study the relationship between fat intake (g/day)
and the death rate in the Central Valley. Your friend, from PH 109,
suggests that you conduct an ecological study first. You found the
data and summarized it below. What is the association between fat
intake (g/day) and death rate? Explain the ecological fallacy.
Please show your scatter plot. (3 points)
County
|
Fat Intake (g/day)
|
Age-adjusted death rate (per 100,000
population)
|
Fresno
|
140
|
2.1
|
Kings
|
120
|
1.9
|
Tulare
|
119
|
0.8
|
Madera
|
130
|
0.9
|
Stanislaus
|
100
|
1.0
|
Merced
|
121
|
1.2
|
Kern
|
98
|
1.3
|
San Joaquin
|
95
|
1.1
|
- In order to study the relationship between alcohol intake (high
or low) and liver cancer, 2,345 persons with incident liver cancer
were identified through cancer registries. 3,246 people without
liver cancer, selected from the DMV registries were also included
in this study. Alcohol intake data was collected through mailed
questionnaires. 825 of the people with liver cancer and 855 of
those without liver cancer reported high alcohol intake, while the
others reported low alcohol intake.
- Calculate and interpret the appropriate measure of association
for the alcohol intake level and liver cancer association. Fill in
the table below. (3 points)
Alcohol intake
|
Liver cancer
|
No liver cancer
|
Total
|
High
|
|
|
|
Low
|
|
|
|
Total
|
|
|
|
2) A matched case-control study was
carried out to assess the possible association between high-fat
diet and colon cancer. The data are presented below.
|
CONTROLS
|
CASES
|
Exposed
|
Not Exposed
|
Exposed
|
30
|
80
|
Not Exposed
|
50
|
240
|
Total = 400 matched
pairs
- Calculate the appropriate measure of association taking
matching into account. (2 points)
b. Construct an unmatched 2 х 2 table.
Calculate the OR without taking the matching into account. (2
points)
|
Cases
|
Controls
|
Exposed
|
|
|
Non-Exposed
|
|
|
Total
|
|
|