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Re:Bill Gates: End teacher bonuses based on master's degrees... by yummyfajitas on Saturday November 20, 2010 @05:47PM (#1925596)
Regarding 2), you do it via Value Added Modeling. You build a statistical predictor of student performance (based on standardized test scores) then measure Performance = Avg(Actual - predicted).
Re:Bill Gates: End teacher bonuses based on master's degrees... by Natsu on Saturday November 20, 2010 @08:47PM (#1925947)
> You build a statistical predictor of student performance (based on standardized test scores) then measure Performance = Avg(Actual - predicted).

And then you watch student performance get gamed by the teachers. There are all kinds of ways: turn a blind eye to cheating, move poor performers to others schools (including by getting them to graduate when they shouldn't), alter their tests (this is already being done under NCLB according to several news reports), ...

You're better off by having skilled teachers rate the other teachers. People aren't as easily gamed as systems of rules are.

Re:Bill Gates: End teacher bonuses based on master's degrees... by yummyfajitas on Saturday November 20, 2010 @09:12PM (#1925988)
Easy solutions to your problems: "turn a blind eye to cheating" "alter their tests"

Tests are given by independent proctors and designed by an independent agency. In much the same way, the DOD rates Halliburton's performance - it's not great, but it's better than Halliburton doing their own performance ratings.

move poor performers to others schools (including by getting them to graduate when they shouldn't)

Won't help with VAM. If you get rid of the poor performers, the predicted value of the people remaining will increase. Thus, you just made your job higher - the bar has been raised.

People aren't as easily gamed as systems of rules are.

I don't even know how to respond to this.

Re:Bill Gates: End teacher bonuses based on master's degrees... by Natsu on Saturday November 20, 2010 @10:20PM (#1926171)
Your solution to fix education is to do things the way Haliburton & the DOD do?

Yes, independent ratings can help, but at some point, if you can't trust anyone inside the system, you're screwed. And your results are exactly as good (or bad) as your ability to do ratings. Fancy math won't fixed a flawed premise, for example.

We've been going for complex systems and simple people. Having good people and relatively simple systems, however, is the optimum from what I can see.

I'm not opposed to the idea that accountability is needed, but the idea that you can go up to a troubled institution, make everyone's job harder, and then expect improvement is unrealistic in any industry. I'm not a teacher, but I've seen the effects of management like that first hand.

Always taking the easy solution when managing something is not effective.

>> People aren't as easily gamed as systems of rules are. > I don't even know how to respond to this.

Obviously, I thought it implicit that I was talking about competent and experienced folks. Yes, if you get people who know nothing and put them in charge, you will have terrible results. They won't improve even if you give them a long list of rules to follow, which is how bureaucracy usually ends up.

Re:Bill Gates: End teacher bonuses based on master's degrees... by yummyfajitas on Saturday November 20, 2010 @10:32PM (#1926206)
Your solution to fix education is to do things the way Haliburton & the DOD do?

Would you prefer to do things the way the educational system does? Throw money at Halliburton and hope for the best? No outside auditors or performance measurements?

Re:Bill Gates: End teacher bonuses based on master's degrees... by Natsu on Sunday November 21, 2010 @12:16AM (#1926385)
I thought I just said that I would prefer to hire highly competent teachers to do the evaluations. Not third parties, not politicians, and certainly not Haliburton or the DOD.

Those who are competent ought to be able to recognize each other.

Re:Bill Gates: End teacher bonuses based on master's degrees... by tptacek on Saturday November 20, 2010 @06:34PM (#1925709)
This makes sense but suggests that we need to simultaneously invest in better standardized tests. The most common standardized tests we have today make for poor year-round curricula.
Re:Bill Gates: End teacher bonuses based on master's degrees... by jseliger on Saturday November 20, 2010 @07:04PM (#1925745)
I'm always in favor of better standardized tests -- who isn't? -- but one handy thing about value-added modeling is that if you use the same flawed tests, you should get similar outcomes: if a kid is in the 10th percentile of his class when he starts his sophomore year and the 20th when he ends, as measured by similar tests, then he's progressed.
Re:Bill Gates: End teacher bonuses based on master's degrees... by tptacek on Saturday November 20, 2010 @07:05PM (#1925747)
Objection. The kid may have improved specifically in his ability to score well on a specific standardized test, and in no other way. And meanwhile, the process that delivered that superficial improvement could have immeasurably harmed other students who might have otherwise genuinely excelled.
Re:Bill Gates: End teacher bonuses based on master's degrees... by jseliger on Saturday November 20, 2010 @08:25PM (#1925905)
If your point is that standardized tests have problems, then I agree. But I don't see any other way of gathering some kind of data, and, as far as I know, no proponents of using standardized tests -- including Gates -- want to use them solely to evaluate teachers.

But if you had a kid, and you had two teachers, both of whom regularly got classes in the 50th percentile, and one teacher regularly had kids leave in the 40th percentile, the other in the 60th, which would you want? In fact, L.A. is already now in effect conducting the experiment: http://www.latimes.com/news/local/la-me-teachers-value-20100... and parents are responding accordingly -- for good reason.

Your concerns are valid, but they are mostly misguided if the alternative to them is "doing what we're doing now." See here: http://www.marginalrevolution.com/marginalrevolution/2010/08... for more; "We cannot simultaneously claim, however, that teachers are vitally important for the future of our children and also that their effectiveness should not be measured." Also see the list of education-related articles I compiled here: http://jseliger.com/2009/11/12/susan-engel-doesnt-get

Re:Bill Gates: End teacher bonuses based on master's degrees... by tptacek on Saturday November 20, 2010 @09:23PM (#1926005)
If your argument is that we should purse some kind of standardized metric for teaching effectiveness, and that it might take the form of a standardized test, I'm with you.

If your argument is "nothing could be worse than the way it is today", I strongly disagree. More than 70% of Americans are satisfied (or better) with their own local school. High-stakes testing can easily make schools worse by disrupting curricula and damaging incentives for teachers. If we're going to focus our efforts on the school systems that are in crisis, there are probably better interventions.

Measuring teacher effectiveness is a real problem that needs real work, but in the interim, primum non nocere.

Re:Bill Gates: End teacher bonuses based on master's degrees... by forkandwait on Saturday November 20, 2010 @08:15PM (#1925886)
Is there a study that shows that scoring well on standardized tests does NOT reflect real learning? Perhaps there is, but... There is a lot rhetoric to the effect that "scoring well on tests just means you are good at taking tests", but (1) there is nothing wrong with getting good at taking tests, and (2) are we sure?

Also, the process MAY or MAY not have harmed other students -- there is no reason to believe it would, that I can tell -- again, please respond if there is.

Re:Bill Gates: End teacher bonuses based on master's degrees... by tptacek on Saturday November 20, 2010 @09:21PM (#1926003)
Yes. Numerous ones. In particular, "high-stakes" middle school standardized tests (of the NCLB variety) appear to correlate negatively with ACT/SAT performance (a test that actually matters).
Re:Bill Gates: End teacher bonuses based on master's degrees... by mattmcknight on Sunday November 21, 2010 @12:11AM (#1926371)
Actually, percentiles are not such a great way to measure progress, it's just relative. What we should measure is something more like earned value- did he progress more or less than one year of material forward? That way, kids who are two years behind and two years ahead all get measured on how fast they are moving, not where they started.
Re:Bill Gates: End teacher bonuses based on master's degrees... by jbooth on Saturday November 20, 2010 @07:17PM (#1925776)
Statistical forward looking models proposed by a guy who works in finance?

How could that ever go wrong :)

EDIT: More seriously, if it's already impossible to measure, I fail to see how more complicated metrics would do anything but do an even worse job of measuring. There might be exceptions to this rule in a few cases but it's generally the way things work.

Re:Bill Gates: End teacher bonuses based on master's degrees... by yummyfajitas on Saturday November 20, 2010 @09:21PM (#1926002)
The VAM metric (which is not very complicated) measures teacher performance by excluding student quality as a causative factor.

If you have low quality students, who are only expected to score at the 25% level, and you boost them up to 35%, you win. If you have high quality students expected to reach 75%, but the only achieve 65%, you lose. Do you believe it's really that hard to predict that Asian kids in 2 parent $250k/year+ households will score higher than black kids in 1 grandparent $10-20k/year households?

If you truly believe the effects of education are immeasurable, perhaps we should stop wasting money on it. We don't spend $859 billion on homeopathy for much the same reason.

Re:Bill Gates: End teacher bonuses based on master's degrees... by jbooth on Sunday November 21, 2010 @10:55AM (#1927233)
Well, I'm pretty sure they're already doing something similar to that. And you consistently hear the best teachers complaining that by teaching to the test they're doing a worse job of teaching.

Developer productivity is really hard to measure with universal statistics -- every attempt to do so has failed miserably and usually made things worse. Does that mean that nobody should spend money on development?

Re:Bill Gates: End teacher bonuses based on master's degrees... by yummyfajitas on Sunday November 21, 2010 @01:20PM (#1927507)
You should not hire developers if they have no measurable effect on your software quality/feature set/P&L.

Incidentally, measuring developers is done routinely. Every bank (except maybe Citi) has a set of procedures and guidelines for outsourced development. These procedures make the process fairly predictable and they reduce costs/dependencies.

Much like outsourced IT, teaching is repetitive grunt work. It can and should be defined and measured.

Re:Bill Gates: End teacher bonuses based on master's degrees... by jbooth on Sunday November 21, 2010 @02:04PM (#1927609)
Yeah, but the procedures are basically a whole bunch of subjective stuff added up. "Ok we're dividing this task into these subtasks, we're gonna put a deadline on each one and if you miss too many deadlines then we need to talk". That's way more fuzzy and subjective than a standardized test. You might sum up the subjective judgments in a quantitative way, but ultimately it's built on subjective assessments. Unless they're actually doing kloc or something.
Re:Bill Gates: End teacher bonuses based on master's degrees... by aik on Sunday November 21, 2010 @01:34AM (#1926517)
This has been proven to not work (or work very poorly). Can supply references if you'd like.