For example, the margin of error is so wide that the average confidence interval around each rating for English spanned 53 percentiles. This means that if a teacher was rated a 40, she might actually be as dangerous as a 13.5 or as inspiring as a 66.5.More to come on this issue, I think. But Winerip's column is a good place to start.
Think of it this way: Mayor Michael R. Bloomberg is seeking re-election and gives his pollsters $1 million to figure out how he’s doing. The pollsters come back and say, “Mr. Mayor, somewhere between 13.5 percent and 66.5 percent of the electorate prefer you.”
Update, March 4: I always maintain that you can't analyze or understand data without knowing or understanding the context. Here's a very interesting Op-Ed by a teacher, on that provides some much-needed context.
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