In: Statistics and Probability
An intrepid epidemiology student was examining statistics from
the National Highway Traffic Safety Administration when she...
- An intrepid epidemiology student was examining statistics from
the National Highway Traffic Safety Administration when she made a
startling discovery: smoking among drivers appeared to be
associated with fatal car accidents. She gathered 2009 data from
Florida and arranged it in the 2x2 table below:
|
Fatal Accident
|
Nonfatal Accident
|
Total
|
Smoking
|
1289
|
164723
|
166012
|
No Smoking
|
1269
|
688421
|
689690
|
Total
|
2558
|
853144
|
855702
|
- Calculate and interpret the risk ratio and risk difference
based on the above table.
- With such compelling results, the student immediately began
thinking of reasons for the observed association. Could it be that
people who smoked were more distracted? That they tended to drive
with only one hand on the wheel and were at greater risk of losing
control? That they had reduced visibility because of the smoky car
interior? Her mentor had another idea, however, and suggested that
she consider whether a third variable, such as alcohol consumption,
might be driving the results. The student first considered whether
the driver’s testing positive for blood alcohol at the scene of the
accident was associated with smoking in her data:
|
Smoking
|
No Smoking
|
Total
|
Alcohol
|
124337
|
335475
|
459812
|
No Alcohol
|
41675
|
354215
|
395890
|
Total
|
166012
|
689690
|
855702
|
- Calculate and interpret the risk ratio and risk difference
based on the above table.
She then considered whether testing
positive for alcohol was associated with being in a fatal car crash
in her data:
|
Fatal Accident
|
Nonfatal Accident
|
Total
|
Alcohol
|
1639
|
458173
|
459812
|
No Alcohol
|
919
|
394971
|
395890
|
Total
|
2558
|
853144
|
855702
|
- Calculate and interpret the risk ratio and risk difference
based on the above table.
- Do you think that the association between smoking and fatal car
accidents originally observed by the student may have been
confounded by alcohol? Explain.