Despite the glowing hyperbole in the media, Mercedes Schneider says there is nothing new in the results. The study is dated, there is missing data, the effects of the cheating scandal remain unknown, and the investigation of the cheating was turned over to an accounting firm with no experience in investigating cheating. Mercedes is not impressed.
Race to the Top placed a $4.45 Billion bet that the way to improve schools was to tie teachers’ evaluations to their students’ test scores.
As it happens, the state of Tennessee has been using value-added assessment for 20 years, though the stakes have not been as high as they are now.
What can we learn from the Tennessee experience. According to Andy Spears of the Tennessee Education Report, well, gosh, sorry: nothing.
Spears has a list of lessons learned. Here are the key takeaways:
“4. Tennessee has actually lost ground in terms of student achievement relative to other states since the implementation of TVAAS.
Tennessee received a D on K-12 achievement when compared to other states based on NAEP achievement levels and gains, poverty gaps, graduation rates, and Advanced Placement test scores (Quality Counts 2011, p. 46). Educational progress made in other states on NAEP [from 1992 to 2011] lowered Tennessee’s rankings:
• from 36th/42 to 46th/52 in the nation in fourth-grade math[2]
• from 29th/42 to 42nd/52 in fourth-grade reading[3]
• from 35th/42 to 46th/52 in eighth-grade math
• from 25th/38 (1998) to 42nd/52 in eighth-grade reading.
5. TVAAS tells us almost nothing about teacher effectiveness.
While other states are making gains, Tennessee has remained stagnant or lost ground since 1992 — despite an increasingly heavy use of TVAAS data.
So, if TVAAS isn’t helping kids, it must be because Tennessee hasn’t been using it right, right? Wrong. While education policy makers in Tennessee continue to push the use of TVAAS for items such as teacher evaluation, teacher pay, and teacher license renewal, there is little evidence that value-added data effectively differentiates between the most and least effective teachers.
In fact, this analysis demonstrates that the difference between a value-added identified “great” teacher and a value-added identified “average” teacher is about $300 in earnings per year per student. So, not that much at all. Statistically speaking, we’d call that insignificant. That’s not to say that teachers don’t impact students. It IS to say that TVAAS data tells us very little about HOW teachers impact students.”
Read the whole article.
It is one of the best, most sensible things you will read on value-added assessment. It is a shame that Tennessee has wasted more than $300 million in search of the magic metric that identifies the “best” teachers. It is ridiculous that Congress and the U.S. Department of Education wasted nearly $5 billion to do the same thing, absent any evidence at all. Just think how many libraries they might have kept open, how many health clinics they could have started, how many early childhood programs initiated, how many class sizes reduced for needy kids.
But let’s not confuse the DOE with actual evidence when they have hunches to go on.
A study commissioned by the Lower Hudson Council of School Superintendents found that the state’s educator evaluation system is flawed in multiple ways and does not produce reliable ratings.
The state’s formula gave less credit to teachers serving disadvantaged students, judged some teachers on the performance of too few students, failed to measure key variables such as student
mobility and did not clearly signal how schools can assist teachers or students, the study found.
“Our fears were realized,” said Harrison Superintendent Louis Wool, who was president of the Lower Hudson Council of School Superintendents when the study was started in the spring. “The first round of assessments did not accurately measure the value of teachers whose students are in poverty, in special education
or speak limited English. We are concerned that we have spent countless hours and millions and millions of dollars to produce results that are not comparable across the state and do not inform teacher practice or student learning.”
Perhaps it is studies like this that have caused Bill Gates to declare that we won’t know if “this stuff” works for at least a decade. But by the time the decade is over, how many careers will have been destroyed, how many lives ruined by the hunches of Bill Gates and Arne Duncan?
Bruce Baker has watched the evolution of the effort to create that magical metric that will identify the best and worst teachers so they may be evaluated, rewarded, warned, and/or fired. He concludes that the great “value-added and growth score train wreck is here.”
Despite the billions that Arne Duncan has thrown into them, and despite the hundreds of millions that Bill Gates has targeted on a few selected districts, they are still shockingly unreliable. Baker writes:
A really, really, important point to realize is that the models that are actually being developed, estimated and potentially used by states and local public school districts for such purposes as determining which teachers get tenure, or determining teacher bonuses or salaries, who gets fired… or even which teacher preparation institutions get to keep their accreditation?…. those models increasingly appear to be complete junk!
He analyzes the research and experience of several districts and states.
Did it occur to anyone that none of the high-performing school systems in the world are doing this disservice to their teachers?
If we continue to use junk science to rate teachers, who will want to teach?
State Commissioner John King of Néw York has created an educator evaluation system that is untested, one if those planes built in mid-air by uncertified mechanics and unlicensed engineers. If the plane crashes, too bad.
But not every teacher will be subject to King’s burden of paperwork and test-based evaluation! If you happen to work on the boot-camp no-excuses charter chain that King founded, known as Uncommon Schools, you are exempt
More proof that charter schools are not public schools. !
A comment from a reader in Florida:
“I went to an Orange County Florida school board meeting and afterwards told a couple members “I am the world expert on the VAM -potentially” I smiled. They had not even looked at the equation. No one in that room or probably in the administrative building for 180,000 students had even looked at this. What had they almost passed the last meeting? Flunking, then firing all the new teachers in a high poverty school. I told the school lawyer.The attitude? They may care but they have been hoodwinked. They have all bought into voodoo school management. Who would ever want to say about the VAM: “My boss is an algorithm.”
Audrey Amrein-Beardsley of Arizona State University is one
of the nation’s leading authorities on teacher evaluation. She has
the advantage of having taught middle school math for several
years. She understands better than almost any other researcher just
how flawed value-added measurement is.
Next year, her book on the
limitations of test-based accountability will be published.
I invited her to contribute to the blog so you would become familiar
with her valuable work.
She writes:
Stock Your Bunkers with VAMmunition
While “Top Ten Lists” have become a recurrent trend in
periodicals, magazines, blogs, and the like, one “Top Ten List,”
presented here, should satisfy readers’ of this blog and hopefully
other educators’ needs for VAMmunition, or rather, ammunition
practitioners need to protect themselves against the unfair
implementation and use of VAMs (i.e., value-added models).
Likewise, as “Top Ten Lists” typically serve reductionistic
purposes, in the sense that they often reduce highly complex
phenomenon into easy-to-understand, easy-to-interpret, and
easy-to-use strings of information, this approach is more than
suitable here whereas those who are trying to ward off the unfair
implementation and use of VAMs do not have the VAMmunition they
need to defend themselves in research-based ways.
Hopefully this list will satisfy at least some of these needs. Accordingly, I
present here the “Top Ten Bits of VAMmunition” research-based
reasons, listed in no particular order, that all public school
educators should be able to use to defend themselves against VAMs.
1. VAM estimates should not be used to assess teacher
effectiveness. The standardized achievement tests on which VAM
estimates are based, have always been, and continue to be,
developed to assess levels of student achievement and not levels
growth in student achievement nor growth in achievement that can be
attributed to teacher effectiveness. The tests on which VAM
estimates are based (among other issues) were never designed to
estimate teachers’ causal effects.
2. VAM estimates are often
unreliable. Teachers who should be (more or less) consistently
effective are being classified in sometimes highly inconsistent
ways over time. A teacher classified as “adding value” has a 25 to
50% chance of being classified as “subtracting value” the following
year(s), and vice versa. This sometimes makes the probability of a
teacher being identified as effective no different than the flip of
a coin.
3. VAM estimates are often invalid. Without adequate
reliability, as reliability is a qualifying condition for validity,
valid VAM-based interpretations are even more difficult to defend.
Likewise, very limited evidence exists to support that teachers who
post high- or low-value added scores are effective using at least
one other correlated criterion (e.g., teacher observational scores,
teacher satisfaction surveys). The correlations being demonstrated
across studies are not nearly high enough to support valid
interpretation or use.
4. VAM estimates can be biased. Teachers of
certain students who are almost never randomly assigned to
classrooms have more difficulties demonstrating value-added than
their comparably effective peers. Estimates for teachers who teach
inordinate proportions of English Language Learners (ELLs), special
education students, students who receive free or reduced lunches,
and students retained in grade, are more adversely impacted by
bias. While bias can present itself in terms of reliability (e.g.,
when teachers post consistently high or low levels of value-added
over time), the illusion of consistency can sometimes be due,
rather, to teachers being consistently assigned more homogenous
sets of students.
5. Related, VAM estimates are fraught with
measurement errors that negate their levels of reliability and
validity, and contribute to issues of bias. These errors are caused
by inordinate amounts of inaccurate or missing data that cannot be
easily replaced or disregarded; variables that cannot be
statistically “controlled for;” differential summer learning gains
and losses and prior teachers’ residual effects that also cannot be
“controlled for;” the effects of teaching in non-traditional,
non-isolated, and non-insular classrooms; and the like.
6. VAM estimates are unfair. Issues of fairness arise when test-based
indicators and their inference-based uses impact some more than
others in consequential ways. With VAMs, only teachers of
mathematics and reading/language arts with pre and post-test data
in certain grade levels (e.g., grades 3-8) are typically being held
accountable. Across the nation, this is leaving approximately
60-70% of teachers, including entire campuses of teachers (e.g.,
early elementary and high school teachers), as VAM-ineligible.
7. VAM estimates are non-transparent. Estimates must be made
transparent in order to be understood, so that they can ultimately
be used to “inform” change and progress in “[in]formative” ways.
However, the teachers and administrators who are to use VAM
estimates accordingly do not typically understand the VAMs or VAM
estimates being used to evaluate them, particularly enough so to
promote such change.
8. Related, VAM estimates are typically of no
informative, formative, or instructional value. No research to date
suggests that VAM-use has improved teachers’ instruction or student
learning and achievement.
9. VAM estimates are being used inappropriately to make consequential decisions. VAM estimates do not have enough consistency, accuracy, or depth to satisfy that
which VAMs are increasingly being tasked, for example, to help make
high-stakes decisions about whether teachers receive merit pay, are
rewarded/denied tenure, or are retained or inversely terminated.
While proponents argue that because of VAMs’ imperfections, VAM
estimates should not be used in isolation of other indicators, the
fact of the matter is that VAMs are so imperfect they should not be
used for much of anything unless largely imperfect decisions are
desired.
10. The unintended consequences of VAM use are
continuously going unrecognized, although research suggests they
continue to exist. For example, teachers are choosing not to teach
certain students, including those who teachers deem as the most
likely to hinder their potentials to demonstrate value-added.
Principals are stacking classes to make sure certain teachers are
more likely to demonstrate “value-added,” or vice versa, to protect
or penalize certain teachers, respectively. Teachers are
leaving/refusing assignments to grades in which VAM-based estimates
matter most, and some teachers are leaving teaching altogether out
of discontent or in protest.
About the seriousness of these and
other unintended consequences, weighed against VAMs’ intended
consequences or the lack thereof, proponents and others simply do
not seem to give a VAM.
This reader notes that Bill Gates admits that we won’t know if his education “stuff” works for a decade. Yet based on Gates’ support for evaluating teachers by student test scores, teachers are losing their jobs. These are real people, who need to feed their children, not data points in an experiment.
Meanwhile, most researchers agree that the metric is flawed, unreliable, and unstable. Thus comes this reader’s suggestion:
“Here’s a suggestion offered only partly tongue-in-cheek.. The Gates Foundation should be joined as a repondent in every suit filed for wrongful termination as a consequence of any Gates sponsored or designed teacher evaluation system. What could be more quintessentially American than that? Moreover, when suing, it’s always better to go after the party with deep pockets. After all, should cash-strapped urban districts that have had these evaluation systems forced upon them be held solely liable?”
In the early years of this century, Bill Gates felt certain
that he knew how to fix the nation’s high schools. He pumped $2
billion into breaking them into smaller schools, often Nader the
same roof.
In 2008, he decided he was not pleased with the
results,and he dropped that idea.
Then, he decided that teacher evaluation was broken, and he would use his billions–plus the
billions of Race to the Top–to create a metric that would identify
the best and worst teachers.
He adamantly opposed reducing class size, even though his own children go to a school known for small classes.
His theory was that “bad” teachers identified by his
metric would be fired, while the “best” teachers would get more
money and larger classes. He gave hundreds of millions dollars to
district to develop the measuring stick, but so far there has been
no results.
The federal government, fully on board with the Gates
idea, now has almost every state following agates’ plan. As
Valerie Strauss points out on her blog, Gates now says
that it will take about a decade to determine whether his latest
hunch actually works.
So far, it has failed to produce a reliable
metric or results anywhere. So far, it has failed wherever it was tried, and billions of dollars have been wasted.
In the meanwhile, real teachers are being fired and losing their livelihood based on Gates’ latest big
idea. Strauss writes: “Hmmm. Teachers around the country are
saddled every single year with teacher evaluation systems that his
foundation has funded, based on no record of success and highly
questionable “research.”
And now Gates says he won’t know if the
reforms he is funding will work for another decade. But teachers
can lose their jobs right now because of reforms he is funding.
In the past he sounded pretty sure of what he was doing. In this 2011 oped
in The Washington Post (cited in Valerie’s post), he wrote: “What should policymakers do? One
approach is to get more students in front of top teachers by
identifying the top 25 percent of teachers and asking them to take
on four or five more students.” The problem with Gates is that he
tries out his ideas as if he were playing with toy soldiers.
Doesn’t anyone around him have the chutzpah to tell him that his
untested hunches don’t work and are ruining the lives of decent
people? Will anyone in his foundation be held accountable for his
latest foray into redesigning the nation’s public schools? I have
some really good ideas for him in my latest book. They have solid
research behind them. They work. They help people instead of
ruining the lives of others. They do no harm. I wish he would read
it. He could leave a lasting legacy of success rather than a long string of costly failures that harmed people who were doing good work.
Gary Rubinstein’s analysis of the charter schools founded by Congressman Jared Polis showed that the schools posted low test score growth. Congressman Polis responded in a comment (posted below) that this was understandable because his charter schools enroll very low-performing students, many of whom barely speak or read English, and many of whom are overage for their grade and far behind. It is understandable, he says, that these kids are not posting big score gains. He also notes that the teachers at his schools are not judged by value-added assessment, given the students they serve.
Congressman Polis is making my case for me but he doesn’t realize it. He should read my book.
He would discover that I support charter schools that enroll the kids who didn’t make it in public schools. They should exist to do what the public schools can’t do. They should exist to help kids who were left behind, not to skim the brightest kids from the poorest communities. Schools should not be closed because of their low scores, and their teachers should not be judged by test scores. Charter schools and public schools should collaborate, not compete. Charter schools should fill a need, as Polis’ schools seem to do, not fight public schools for market share.
If Congressman Polis would read my book, he would see that his are the kinds of charters I endorse.
If he would take the time to familiarize himself with the research on test-based accountability, he would join me in opposing it. He would withdraw his support for Colorado’s SB 191, which bases 50% of a teacher’s evaluation on student test scores. This is one of the nation’s worst, most punitive, and most ignorant teacher evaluation law, based on no research or evidence, just the whim of young State Senator Michael Johnston, ex-TFA. There are good ways to evaluate teachers, and test-based accountability is not one of them. That is why Jared Polis’ charter schools don’t do it.
Since we have now found common ground, despite the fact that Polis called me “an evil woman,” and despite the fact that he stubbornly refuses to apologize for his outburst, I invite him to meet with me in Brooklyn to discuss whether he can overcome his irrational contempt for traditional public schools. Even though he is a billionaire, I will pick up the check for breakfast, lunch, or dinner on one condition: read my book. If you don’t like it, Jared, I will give you your money back. Just promise not to throw it at me.
Here is his comment on the blog in response to Gary’s post:
“Thank you for your post defending the efforts of New America School. New America School (NAS) serves almost entirely NEP (non-English-proficient) and LEP (limited English proficiency) students, many of whom are several grade levels behind when they enter NAS. Nearly all of their students are drop-outs or have major gaps in their education.
“Given that the tests are only available in English, the NAS students have a significant disadvantage.
“A primary metric the school uses to demonstrate success is measuring the acquisition of the English language. Many NAS students are 19 or 20 years old, and only have a 6th grade or 8th grade education prior to entering NAS. Sadly in Colorado students “age out” of public education at age 21, and few students can accomplish 4 or 5 years of learning in 1 or 2 years. But even if they don’t earn a diploma, the students gain functional English language literacy.
“This analysis is a good example of why test scores should not be the only criteria used to evaluate schools or teachers. NAS teachers are hard working and dedicated and have literally transformed lives. To be clear, I support transparency on aggregate test scores, and Mr. Rubinstein is welcome to use that information to make whatever charts he wishes to show that a school is good, bad, or otherwise but it is important to educate the reform community about the importance of alternative education and serving all kids.
“Rubinstein mentions that “Colorado is one of the states that has been most aggressive about tying standardized test scores to teacher evaluations and to school rankings. ” but NAS does not use standardized test scores to evaluate teachers, nor has any kind of “ranking” hurt the school’s effort to fulfill its mission “to empower new immigrants, English language learners, and academically under-served students with the educational tools and support they need to maximize their potential, succeed and live the American dream.”
