Comment: Re:Better Billionaires Than Public Sector Unions (Score 1) 291
Here's the article.
http://www.nytimes.com/2011/03/07/education/07winerip.html
On Education
Evaluating New York Teachers, Perhaps the Numbers Do Lie
By MICHAEL WINERIP
Published: March 6, 2011
I was recalling it from memory. Actually, the Department of Education accountability formula ranked her as 7th percentile, which prevents her from being rehired at that school and probably any New York City school. The confidence interval 0-52nd percentile. Yes, P=95%. She was there 2 1/2 years, and two dozen of her students got into Bronx Science and Stuyvesant.
You can't just rank teachers based on their students' test scores. You have to correct for the students' abilities. (1) Everybody who has studied student achievement (Diane Ravitch for example) agrees that the factor that is most strongly correlated with student test scores is family income. So you have to correct for family income. But how do you do that? Parents aren't required to reveal their income to the school. So they have to use indirect methods of estimating income, which are inaccurate. (2) New York City is trying to correct for the students' past performance, to see how much the teacher improves their scores. But this has a bias against the best students, because if your class has students who already have a 98% average, they don't have any room to go up. So they have to correct for these and many other factors.
They wound up with the complicated formula in the article that tries to incorporate all these factors. The problem is that (1) the formula hasn't been validated and (2) literally nobody understands it.
The fundamental problem is that it's a bad formula that doesn't correlate with teacher ability. In this case, the teacher is obviously qualified, her students do well, her principal loves her, and yet the formula says she ranks at the bottom. How do you know this formula works?
The fact that it ranks this teacher from the zeroth to 52nd percentile demonstrates that the formula doesn't work. Even if you believe the test, the only statistically valid information it gives you is that she's either among the worst teacher or among the top half. The conclusion that she's in the 7th percentile is not statistically valid. You have to understand basic statistics to realize what's going on here. If you have a confidence interval of 0-52, you can't take one point of the distribution.
Get back to me when you've read the article.