Two unrelated topics in one post: (1) Teaching useful algebra classes, and (2) doing more careful psychological measurements

Kevin Lewis and Paul Alper send me so much material, I think they need their own blogs. In the meantime, I keep posting the stuff they send me, as part of my desperate effort to empty my inbox. 1. From … Continue reading

Balancing bias and variance in the design of behavioral studies: The importance of careful measurement in randomized experiments

At Bank Underground: When studying the effects of interventions on individual behavior, the experimental research template is typically: Gather a bunch of people who are willing to participate in an experiment, randomly divide them into two groups, assign one treatment … Continue reading

Planned missingness with multiple imputation: enabling the use of exit polls to reduce measurement error in surveys

Marco Morales sent me this paper of his with Rene Bautista:

Exit polls are seldom used for voting behavior research despite the advantages they have compared to pre and post-election surveys. Exit polls reduce potential biases and measurement errors on reported vote choice and other political attitudes related to the time in which measurements are taken. This is the result of collecting information from actual voters only minutes after the vote has been cast. Among the main reasons why exit polls are not frequently used by scholars it is the time constraints that must be placed on the interviews, i.e., short questionnaires, severely limiting the amount of information obtained from each respondent. This paper advances a combination of an appropriate data collection design along with adequate statistical techniques to allow exit polls to overcome such a restriction without jeopardizing data quality. This mechanism implies the use of Planned Missingness designs and Multiple Imputation techniques. The potential advantages of this design applied to voting behavior research are illustrated empirically with data from the 2006 Mexican election.

This sounds cool. I’d only add that all surveys are “planned missingness.” That’s what makes it a survey rather than a census. Also I want to take a look at their data and see if their results are consistent with what we found in our analysis of the 2006 Mexican presidential election. Continue reading