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Causal Inference Question 7


Answer the following questions using the circles below, which represent three potential causal structures for depression.
  • Screen Shot 2016-09-12 at 12.41.55 PM.png
  • a. What type of cause does each circle represent? 
  • b. What type of cause are “lack of physical activity” and “lack of social support” in circle 1? 
  • c. What type of cause is “genetics” in circles 1, 2, and 3? 
  • d. In circle 1, if lack of social support is the exposure of interest, what are genetics, lack of physical activity, and the unknown causes? 
  • e. Imagine that everyone with depression in the population was represented by circle 2, but in the U.S. 75% of people had a gene for depression, while in Canada 30% of people have that gene. In which setting would the effect of social support appear stronger? 
  • f. If you could intervene to block the gene for depression (assume such a gene exists), what effect would you expect to see on the rate of depression in this population?



Source: Aschengrau and Seage

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