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Bias in Turnout

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Bias in Self-reported Turnout

Octubre 19, 2020

Surveys are frequently used to measure political behavior such as voter turnout, but some researchers are
concerned about the accuracy of self-reports. In particular, they worry about possible social desirability
bias where in post-election surveys, respondents who did not vote in an election lie about not having voted
because they may feel that they should have voted. Is such a bias present in the American National Election
Studies (ANES)? The ANES is a nation-wide survey that has been conducted for every election since 1948.
The ANES conducts face-to-face interviews with a nationally representative sample of adults. The table
below displays the names and descriptions of variables in the turnout.csv data file.

Name Description
year Election year
VEP Voting Eligible Population (in thousands)
VAP Voting Age Population (in thousands)
total Total ballots cast for highest office (in thousands)
felons Total ineligible felons (in thousands)
noncitizens Total non-citizens (in thousands)
overseas Total eligible overseas voters (in thousands)
osvoters Total ballots counted by overseas voters (in thousands)
ANES ANES estimates of turnout rate

Question 1
Load the data into R and check the dimensions of the data. Also, obtain a summary of the data. How many
observations are there? What is the range of years covered in this data set?

Question 2
Calculate the turnout rate based on the voting age population or VAP. Note that for this data set, we must
add the total number of eligible overseas voters since the VAP variable does not include these individuals in
the count. Next, calculate the turnout rate using the voting eligible population or VEP. What difference do
you observe?

Question 3
Compute the difference between VAP and ANES estimates of turnout rate. How big is the difference on
average? What is the range of the difference? Conduct the same comparison for the VEP and ANES estimates
of voter turnout. Briefly comment on the results.

Question 4
Compare the VEP turnout rate with the ANES turnout rate separately for presidential elections and midterm
elections. Note that the data set excludes the year 2006. Does the bias of the ANES vary across election
types?

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Question 5
Divide the data into half by election years such that you subset the data into two periods. Calculate the
difference between the VEP turnout rate and the ANES turnout rate separately for each year within each
period. Has the bias of the ANES increased over time?

Question 6
The ANES does not interview overseas voters and prisoners. Calculate an adjustment to the 2008 VAP
turnout rate. Begin by subtracting the total number of ineligible felons and non-citizens from the VAP to
calculate an adjusted VAP. Next, calculate an adjusted VAP turnout rate, taking care to subtract the number
of overseas ballots counted from the total ballots in 2008. Compare the adjusted VAP turnout with the
unadjusted VAP, VEP, and the ANES turnout rate. Briefly discuss the results.

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