Question
You are interested in whether there is a causal impact of high school sports participation on one's likelihood of graduating from college. A number of
You are interested in whether there is a causal impact of high school sports participation on one's likelihood of graduating from college. A number of researchers have examined this claim using instrumental variables.1 One popular instrument is a student's height as an adolescent
- How can I Identify the treatment, outcome, and instrument for this research setting.
- What is first condition of validity for instrumental variables as described in Lovenheim and Turner? 3.
- What is second condition of validity for instrumental variables as described in Lovenheim and Turner?
Following the previous question, now suppose that the State of Missouri mandates that all high school students above a certain height (which differs by gender and school) will be given an offer to play on the basketball team (for boys) or basketball and volleyball teams (for girls). No student who is shorter than the gender- and school-specific mandated height is allowed to play on these teams. You imagine that this might be an ideal application for a regression discontinuity design. After crunching some numbers, you find that boys above the cutoff are 80% more likely to play on the team than those who are below the height cutoff, while girls above the cutoff are 65% more likely to play on one of the teams.
- Identify the forcing, treatment, and outcome variables in this RD.
- Is this a fuzzy or sharp RD? How can you tell?
- Do you think that this RD is subject to manipulation? Why or why not?
- What can you conclude from this analysis about the college graduation prospects of students who are very short or very tall relative to the cutoff?
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