Class 8: Colliders and Confounders

Slides

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Readings

Assignment

  1. Do the assigned reading from the article above.

  2. Follow instructions below.

For this weeks assignment, no coding needs to be done. You can upload your answers as a pdf on Moodle.

Note

The following is a (slightly modified) excerpt from Bergstrom and West (2020):

In the 1980s, American university administrators and policy makers were concerned about the prevalence of binge drinking on university campuses. Psychologists, epidemiologists, public health experts, and others searched for ways to stem this epidemic of intemperance. And why not? There are worse places to do fieldwork.

In an influential 1986 paper titled “Naturalistic Observations of Beer Drinking among College Students,” psychologist Scott Geller and colleagues looked at factors associated with greater consumption of beer at college pubs.

What are “naturalistic observations”? They are the observations you make of a subject, in this case the college students, in their natural habitat, in this case the pub. We are amused by this detail from the methods section of the paper: “The observers attempted to remain as inconspicuous as possible by sitting at tables and behaving as normal patrons” (emphasis added). Does this mean drinking beer themselves? One must take pains to blend in, after all.

The researchers observed the number of beers that each student consumed and recorded whether each was purchased by the glass, the bottle, or the pitcher. Students who drank beer from pitchers drank roughly two to four times as much beer as those who drank their beer by the glass or by the bottle.

As reports of the study filtered through the popular press and into the broader discussion about alcohol abuse on college campuses, the results were quickly interpreted as “People drink more because beer is consumed in pitchers.” Based on this, people started making prescriptive claims: “We should ban pitchers so that students will drink less.”

Explain why those claims are not warranted, based on the evidence of this study. Make sure to propose an alternative explanation. (If you want to make me really happy, frame things in terms of the vocabulary that we learned in class 😄)

Solution

References

Bergstrom, Carl T., and Jevin D. West. 2020. Calling bullshit: the art of skepticism in a data-driven world. First edition. New York: Random House.
Rohrer, Julia M. 2018. “Thinking Clearly About Correlations and Causation: Graphical Causal Models for Observational Data.” Advances in Methods and Practices in Psychological Science 1 (1): 27–42. https://doi.org/10.1177/2515245917745629.