Question

In: Statistics and Probability

An intrepid epidemiology student was examining statistics from the National Highway Traffic Safety Administration when she...

  1. 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

  1. Calculate and interpret the risk ratio and risk difference based on the above table.

  1. 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

  1. 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

  1. Calculate and interpret the risk ratio and risk difference based on the above table.
  1. Do you think that the association between smoking and fatal car accidents originally observed by the student may have been confounded by alcohol? Explain.

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