Systematic Review of the Disconnect Between Test Scores and Later Life Outcomes

March 19, 2018

Today AEI released a systematic review by Collin Hitt, Mike McShane, and Pat Wolf on the relationship between changes in test scores and changes in later educational attainment in rigorous studies of school choice programs.  I’ve been writing and talking about this for some time now, inspired to a large degree by informal conversations with the authors of this new report.  Now they have made the point more systematically.

They examined every study of school choice programs with both test score and attainment effects, consisting of “39 unique impact estimates across studies of more than 20 programs.”  They examine whether the direction and significance of the estimated effects of those programs on test scores are consistent with the direction and significance on attainment.  They are not.

They find: “Across the studies we examine, there is no significant or meaningful association between school choice impacts on math scores and high school graduation or college attendance. Nor are ELA impacts meaningfully associated with high school graduation rates. Under some tests, the relationship between ELA impacts and college attendance are significant—but the relationship is weak in magnitude, and the sample of studies is far narrower for college attainment than for high school graduation.”

Keep in mind that the policy relevant question is not whether individual changes in test scores are correlated with individual changes in attainment.  There is some research that has found this relationship (see for example Chetty, et al), but a surprising number of studies find no or only a weak relationship between individual gains on these near-term and later-term measures of success.  But none of them directly address the policy relevant question of whether aggregate test score changes at the school or program level are predictive of aggregate changes in attainment.

If we are going to judge schools or programs as good or bad based on changes in test scores, then those aggregate measures (not individual results) should be predictive of later success.  The fact that they are not, at least when judging school choice programs and schools, suggests that there is something fundamentally wrong with how we have approached public regulation (wrongly called “accountability”) of those programs.  You can’t regulate the quality of schools and programs if you can’t predict their quality.


Arizona Teacher Pay Frustration is Genuine but Misdirected

March 15, 2018

(Guest Post by Matthew Ladner)

A 7-year veteran teacher teaching in Arizona’s Paradise Valley Unified School District has created a social media firestorm by posting her pay stub on social media- $35,621. Before writing anything else, I like anyone else want to pay dedicated teachers much better than this. Teacher compensation decisions however are made at the district/campus level, and an examination of PVUSD finances just makes things look worse. Much worse.

The Arizona Auditor General reports on district finances. Paradise Valley received total revenue of $10,143 per pupil in 2017. This figure is above the state-wide average.  A class of 30 students produces over $300,000 in revenue. Even with benefit costs included, teacher compensation will not even sniff 20% of the revenue generated by this class of 30. Where did the rest of the money go?

This chart from the Heritage Foundation tracks national data, and provides a big part of the answer- American schools have seen a vast increase in the hiring of non-teachers. This is not to say that any school can ever do without non-teachers, but at one point we had 2 teachers for every non-teacher in American schools. These days it looks more like 1 to 1. Despite a substantial increase in inflation adjusted spending per pupil since the 2-1 days, the large increase in non-teaching staff places a limit on teacher salaries.

Ms. Milich works for a district that receives over $10,000 per pupil in revenue. That district has both an elected school board and a chapter of the Arizona Education Association that is very active in the politics of the district. A teacher with seven years under her belt getting paid $35,000 does not suggest that either the district or the association has been placing a priority on teacher compensation.

Impossible? Just take another look at the chart. American schools have spent decades placing a priority on increasing school district employment, with a much stronger focus on non-teachers. What we refer to as “teacher unions” are actually “school district employee unions” and just as a quick mental exercise close your eyes and ask yourself: do you think the chart above would look that way if the NEA and AFT opposed these trends? What if they had been supporting them for decades?

Ok open your eyes now. Get it? Good.

This teacher has every right to feel frustrated. I hope the district decides to compensate her in a fashion commensurate with her contribution to her school. I strongly suspect that contribution is far greater than a low double digit percentage of the revenue her class generates.

Yes state spending and taxing decisions also play into this- but we should never forget that Arizona is not a wealthy state, has an unusually small working age population, and decides on school funding levels through direct and indirect democracy. In 2012 statewide voters declined to raise taxes for schools in Prop. 204 by a very wide margin. A few years ago voters (very narrowly) chose to increase school funding by increasing the payout rate from state land trust.

The lopsided loss in Prop. 204 and the narrow margin on the Prop. 123 vote both relate to a deep skepticism on the part of the public that increased funding will reach teachers like this one. This skeptical attitude is entirely justified. For instance, between fiscal year 2016 and 2017 per pupil revenue increased in PVUSD by $664 per pupil (from $9,497 to $10,143) and this teacher received a raise of $131.25 and this was after completing professional development.

Arizona voters decide school funding democratically, and they will have the opportunity to increase funding again in the future. Under the current district setup, the bucket looks to have multiple large leaks if the aim is to increase teacher compensation. Some of my tribe on the center right here in Arizona tends to think that these spontaneous teacher protest movements are secretly the work of the Arizona Education Association. I don’t believe this is the case. Although much of this frustration is misdirected at choice programs, things like this social media paystub are indicators of genuinely felt grievances.

It would be a huge mistake however to continue avoiding questions about district priorities.

 


Charter Regulation Keeps Out Minority Charter Operators

March 9, 2018

Image result for minority charter school operators nacsa

My student, Ian Kingsbury, will be presenting a paper next week at the annual meeting of the Association for Education Finance and Policy examining factors that help explain which applications to operate charter schools are more likely to be approved.  He is still in the early stages of this project and I’m sure will benefit from feedback on how to improve the work, but he has already analyzed nearly 400 applications to operate charter schools in 7 states.  His basic findings, which seem unlikely to change as he gets feedback, should surprise no one but should shock everyone interested in charter schools — the more burdensome the regulatory environment for approving charters, the less likely charters led by minority applicants are to be approved by authorizers.

Using the score that the National Association of Charter School Authorizers (NACSA) gives to each state’s charter policies as a proxy for regulation, Ian finds that for each 1 point increase in a state’s NACSA score (on a scale from 0 to 33), African-American and Hispanic-led charter applications are 1.7 percentage points less likely to be approved.  Given that one state included in the study has had a NACSA score as low as 9 and other states, like Indiana and Nevada, have a 33, the variation in regulatory environments Ian observed is associated with about a 41 percentage point difference in the probability that minority-led charter applications would be approved.

Of course, the charter regulations favored by NACSA, the National Alliance of Public Charter Schools, and most of the charter establishment are meant to promote quality.  Unfortunately, there is no evidence that these regulations are in fact associated with higher quality charter schools. But they clearly make it harder for charter applications to get approved, especially for minority-led charter applicants. Even when Ian controls for whether the minority-led charter applicants attended more selective colleges or were affiliated with CMOs/EMOs, which might be proxies for the quality of those applications, minority-led applicants were still 1.7 percentage points less likely to get approved for each 1 point increase in NACSA score.  In other words, if the purpose of regulations is quality control, those regulations still tend to keep out minority-led charter schools even after adjusting for reasonable proxies of the quality of those proposed charter schools.

This pattern of regulations in the name of quality posing a disproportionate barrier to minorities without actually being related to quality should sound familiar to anyone who has paid attention to the issue of occupational licensure.  A variety of groups, from the Obama White House to the Institute for Justice, have noted that raising requirements to enter many occupations has been an important barrier to opportunity, especially for disadvantaged groups.  Requiring people to spend 2,100 hours and about $22,000 to obtain a cosmetology license before they can braid hair has little to do with quality but is an important obstacle to opportunity.  The same can be said of the type of regulations favored by NACSA and the charter establishment — they have little to do with quality but seem to be large obstacles to minority operated charter schools.

Keeping out minority-led charter schools has potentially serious educational and political implications.  There is some evidence that minority students fare better when educators are of their same race/ethnicity.  Minority-led charter schools may be more likely to provide this type of educational benefit for minority students.  In addition, excluding minority leaders of charter schools severely damages the political prospects for charter schools by making minority community leaders significantly less invested in the growth and success of the charter sector.

If any of you will be at the Association for Education Finance and Policy conference next week, I would encourage you to stop by Ian’s panel on Thursday (March 15) at 10:15.  While Ian’s project is not finished, the evidence is becoming clear enough that NACSA and the rest of the charter establishment need to explain why the policies they favor have such a negative effect on minority-led charter schools.  And if they are going to defend that negative effect by claiming that the policies they favor promote quality, they need to provide evidence to support that claim.  The way it looks now, the types of regulations favored by NACSA and others seem to just keep minorities out without producing any increase in quality.

Update — I’ve added a link to the paper, which is available here.


Old Dog Learns New Trick

March 7, 2018

(Guest Post by Matthew Ladner)

Ok so there is this thing inside Microsoft Excel called a “macro” and today I had Dr. Youtube teach me how to do it so I can make data labels without manually typing them in. Next step- learn how to set a VCR DVR to record!


Arizona Kids Winning in the District Competition for Enrollment

March 6, 2018

(Guest Post by Matthew Ladner)

Looking through the Arizona Auditor General report on Arizona school districts, I noticed interesting variation in enrollment trends. Arizona has been the second fastest growing state for decades, and Maricopa County has become the fastest growing county in the nation. Nevertheless, many school districts show steady enrollment trends, and some even declining enrollment. Of course there are others where enrollment is growing like mad, like Chandler (a Phoenix area suburb):

A relatively small percentage of districts are taking the lead on absorbing enrollment growth statewide, along with the charter sector. The enrollment surge in Chandler seems to be working out academically: more kids and more kids performing at a high level:

Other suburban districts have not fared as well in the competition for enrollment such as Scottsdale Unified:

This decrease in enrollment is despite of 4,000 open enrollment kids who have transferred into Scottsdale Unified. According to a district demographic study 9,000 families have paid the real estate premium to live in Scottsdale Unified boundaries but choose to send their children to school elsewhere (mostly charter schools). Scottsdale Unified has had a string of recent scandals, with the Superintendent placed on administrative leave, but we should not let this distract us from improving academic trends in Scottsdale Unified:

We can see similar trends in southern Arizona. Tucson Unified also has a declining enrollment trend:

The academic results in Tucson Unified could look better compared to peer districts (middle columns) or statewide averages (right columns):

Vail Unified is one of the Tucson area surrounding districts taking in a number of open enrollment students. Accommodating growth rather than coping with enrollment decline has been the issue in Vail:

Vail getting additional students seems to be working out academically for many students as well, with proficiency rates substantially higher than in TUSD:

Recently we learned that open-enrollment students outnumber charter students approximately 2-1 in Maricopa County. Choice in Arizona is not being done to districts, but rather by districts. Note as well that rather than a zero sum game, there are positive academic trends in Arizona districts including both districts with declining and increasing enrollment. In this competition, the kids are the winners!

 


The Abyss Gazes into TFA…

March 5, 2018

(Guest Post by Matthew Ladner)

Max Eden provides a helpful summary of the various scandals plaguing the District of Columbia Public School system. After three Teach for America alumni chancellors we find the district scandal-ridden and clinging to a vastly overrated NAEP record as a life preserver. Upon close examination however that life preserver looks more like an anvil than a life-vest:

The best proxy for disadvantage is parental education. The achievement of students whose parents had high school diplomas but no postsecondary education decreased by three points in math and one point in reading. That puts DCPS two points below Detroit Public Schools in reading and one point above in math. But at least Detroit improved by two points in reading and 10 points in math.

Although there’s apparently little difference between DCPS and Detroit for disadvantaged students, there should be for “evidence-based” policy experts. Given that DCPS’s spending is about twice that of Detroit, DCPS appears to be one of the worst school districts in the country for serving disadvantaged students.

The two bright spots for DC K-12 are as follows: in the choice sector for disadvantaged students and in select pockets of excellence in the District. Momma always said that DCPS would be good at something- who knew that it would be educating highly advantaged kids?

Take a good long look at the above chart. DCPS 8th grade Black students are had nowhere even close to the level mathematics achievement that DCPS White students had as 4th graders (272 for 4th grade White students in 2011 compared to 248 for 8th grade Black students in 2015).

Perhaps some of our friends who remain committed to the DCPS teacher evaluation system could grace the comment section to explain why Black students in DCPS only progressed 36 points (very meh) on NAEP math between 2011 and 2015. DCPS Black students made 38 points of math progress between 2003 and 2007, which isn’t meaningfully different- oh brave new world!

The question isn’t whether the DCPS teacher evaluation system is a magic bullet- it isn’t. Given these numbers I’m wondering if the teacher evaluation system constitutes a bullet at all. Not only did DCPS achievement remain stalled in DCPS, it actually slowed in DC charter schools. Between 2003 and 2007 Black students in DC charter schools displayed a cohort NAEP gains of 54 points, but only 46 between 2011 and 2015. I’ll put it on my to-do list to look at these numbers again when the 2013-2017 cohort gains become available.

For now, teacher evaluation looks more like a pea that got stuck in someone’s straw than a magic bullet imo. In any case, DCPS provides a cautionary tale of those holding a torch for better living through proper management. Chubb and Moe called this almost three decades ago: the fundamental problem with American K-12 is politics and the sad conclusion to draw from the DCPS experience is that the ability of school district politics to corrupt the TFA alumni network >>> than the network’s ability to redeem school district politics. Would that it were otherwise, but this conclusion is as unavoidable as it is disappointing.

Where to go from here? Eden lays out a compelling case:

DCPS is no longer a case study for education reformers, but for teachers unions. Union leaders can look at what weakened job protections and metric-chasing mandates have wrought and say, “I told you so.”

So, what should come next? Admitting a problem is the first step toward fixing it. A movement that talks incessantly about “accountability” ought to practice it within its own ranks. To maintain basic credibility, reformers must admit failure and ostracize, rather than celebrate, those responsible.


Lax School Policing Lets Kids Become Killers

March 2, 2018

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(Guest post by Greg Forster)

RealClearInvestigations carries a well reported and persuasive article by Paul Sperry documenting how Broward County has for years been among the most enthusiastic adopters of initiatives to stop the “school to prison pipeline” by . . . not arresting students when they commit crimes.

A surer way to make sure a kid stays in the pipeline to prison would be harder to imagine.

“If you commit crimes, there will be no consequences.” Yes, that’s exactly the lesson we want to teach at-risk youth. That’s going to work out just great for them in the long run.

Not to mention everyone else. The failure of police to take any action against the kid who went on to become the mass shooter, even as he committed crime after crime after crime and was never arrested – so he had a clean record when the time came – suddenly makes much more sense in this light.

What we need to look into now is the extent to which the whole system of having police officers assigned to schools has been subverted to serve purposes other than school safety. The more comes to light about the Broward Coward, Scot Peterson, the more it looks like being a school officer is something other than a legit police assignment. Is it merely a cushy job for lousy cops who want to draw a salary for no real work, which would be bad enough? Or is something more sinister going on – is there an organized system for placing officers in schools who know that they’re not supposed to make arrests?

Why did Peterson refuse to share information with a Department of Children and Families investigator about an incident involving the kid who went on to become the shooter? Is it normal for a cop to withhold information from investigators?

It is when they have something to hide.

HT David French 


Somebody Stop Me-2017 NAEP predictions

March 2, 2018

Mamma Mia- Here we go again!

(Guest Post by Matthew Ladner)

NAEP has announced that it will release new math and reading results on April 10. I am going to do something truly foolish and dare to make a few predictions.

Making predictions is foolish because the reality is that our understanding of NAEP trends is imperfect at best. In any case, I have a theory about what has been driving NAEP gains here in the Cactus Patch, and I’m willing to make a few calls in advance on the 2017 NAEP based upon that theory.

Prediction 1: Arizona continues to improve.

Arizona’s improvement process is multi-faceted but the elephant in the room in my book is a hyper-active open enrollment market, the nation’s largest and most geographically inclusive charter sector and private choice programs. Arizona lead the nation in academic gains even during a period in which it had the largest cuts in spending due to the Great Recession. If we can do this during a period of funding cuts, we ought to manage it during a period of funding recovery given the broad consistency of policy. Note however that the state’s A-F letter grades has been turned off during the entirety of the 2015 to 2017 period, the demographics of students have continued to move further into majority-minority status, etc. Put me down for Arizona improving anyway based on the AZMerit improving in both 2016 and then again in 2017.

Prediction 2: North Carolina climbs.

Recent NAEP trends have not been great in NC. Notice in the Reardon tables that North Carolina starts with a (good) greenish tint on the top map-showing good early scores-but turns purple on the second map (bad) on cohort NAEP gains during the 2011 to 2015 period.

I suspect North Carolina will do better in 2017 based upon the information in this news report- basically that while statewide enrollment is growing, school district enrollment has been relatively flat due to the growth of choice options. North Carolina lifted a statewide cap on charter schools in 2011, created voucher programs for low-income and special needs children. I’m not sure whether they’ve done enough to start the open-enrollment virtuous cycle, but I think they may have done enough to shake things up a bit.

Third prediction: Indiana improves.

Give Indy a good stare in the Reardon chart, and it looks a bit like the green/purple undesirable combo between the two maps. It looks to me though like the districts are getting into the choice act (until 2007 you had to pay tuition in order to attend an out of zone school) and so I’m willing to buy some Hoosier stock.

Anyone else willing to dare a prediction should spell out their theory/evidence in the comment section.

 


The Rise of Indiana Open Enrollment

February 26, 2018

(Guest Post by Matthew Ladner)

Ed Choice’s Drew Catt created this open enrollment map of Indiana. For those squinting at their iPhones, bright yellow signifies a district taking in 0-25 open enrollment students, while dark green denotes a district bringing in 501 to 1,680 open enrollment students.

So let’s contrast this with the Fordham Ohio open enrollment map:

The Fordham map denotes participation/non-participation by districts in open enrollment. Suburban non-participation jumps off the page of the Fordham map, so let’s contrast Indianapolis with Columbus. The Indiana map has a lot of green around Indianapolis, signifying open-enrollment participation by the suburbs.

Now let’s compare Indiana to the open enrollment data available from Arizona.

Much larger numbers in these Arizona districts, but also a broader definition of open-enrollment being utilized for the Arizona data that includes students transferring within district boundaries. Nevertheless, we know from a separate source that Scottsdale Unified has 4,000 students from outside of district boundaries, which is more than twice the number of any of the Indiana districts in the Ed Choice map.

So here is my provisional take, subject to your challenge in the comments: Indiana’s combined choice programs have coaxed the state out of the Ohio-like geographic segregation. Private choice program design may have contributed to this- Ohio’s voucher programs focus almost exclusively on urban students, while Indiana’s are more inclusive. Indiana has had the nation’s fastest growing voucher program in recent years. Although means-tested, Indiana’s private choice programs create empty seats in suburban districts more than is the case in the Ohio programs, which reach only suburban special education students.

The open enrollment boulder has been rolling down hill for a longer period of time in Arizona. Open-enrollment students outnumber charter students 2-1, and charter students outnumber private choice participants by 3-1. In other words, in Arizona school choice is being done primarily by school districts themselves. This of course did not happen exclusively through a process of spontaneous enlightenment whereby Arizona school districts threw down the drawbridge over the moat to welcome in thousands of out of district transfers out of the goodness of their hearts. Rather it was the product of incentives- hundreds of charter schools opening in suburbs and towns and a couple of decades of geographically inclusive private choice programs.

Charters and private choice do not deserve all the credit, as some suburban districts relatively unaffected nevertheless chose to participate in open enrollment. Chandler Unified for instance watched their enrollment grow by a third despite a large increase in charter schools and has been rocking academic growth to boot. I’m told that there is not a non-district charter in the Vail Unified district south of Tucson, but there are a many students from Tucson Unified. I doubt they are sweating choice much, but they have nevertheless chosen to participate, and Arizona’s students are the richer for it. Nevertheless, it seems self-evident that a main reason that Scottsdale Unified took in 4,000 students is due to the 9,000 students that live in the district boundaries and do not attend school in the district.

It may be no accident that the state with the highest access has also been leading in NAEP gains…

The defection of early open-enrollment adopters increases the pressure on other districts to participate, creating a virtuous cycle. I’m thrilled to see evidence of this in Indiana. The School Choice 1.0 failed urban students insomuch as it failed to unlock the suburbs. It’s time for the movement to embrace an inclusive “Social Justice Plus” strategy that aims to give urban students access to private, charter and suburban schools.


The Rising Tide in the Desert

February 21, 2018

(Guest Post by Matthew Ladner)

 

Too much of Arizona’s K-12 debate focuses on inputs, too little on outputs. Some districts have been gaining enrollment, others losing enrollment, but this is an entirely secondary concern when compared to the question of whether an increasing number of Arizona students are acquiring the knowledge, skills and habits for success in life.

The above chart from the Center for Student Achievement shows enrollment trends for districts and charters in a number of Arizona districts. Some districts gained students despite the rise of charters (Chandler, Higley, Queen Creek) while others lost enrollment. All of the above Arizona district/charter combos did well to spectacular in Stanford’s Sean F. Reardon’s measurement of academic growth, with the lone exception of Coolidge Unified.

The Scottsdale district/charter combo came in at the 64th percentile, Tucson at the 67th, Queen Creek at the 68th percentile, Deer Valley at the 83rd, Roosevelt at the 89th. All three of the truly spectacular scores (Higley, Chandler and Phoenix Elementary combos at 95, 95 and 99th percentile respectively) came from situations where both the district and charter sectors grew rapidly. Congratulations to the students and educators of these communities are richly deserved.

The growth party did not stop in 2015.  Here are the ELA proficiency trends in AZMerit for all of these districts:

and here is the same chart for math:

Some of these gains are large (see Queen Creek and Scottsdale) others incremental, but every single one of them is moving in the right direction.

Wait- my telepathic powers are picking something up. You were thinking “Ladner are you really going to celebrate Roosevelt going from 17% proficient to 23%?

I’m glad you asked.

Two things- first the AZMerit academic bar is high, and second most of the rest of the country seems mired in academic stagnation. Of course I’m not satisfied with 23% proficiency (#NoAZwe’vegottoWinMOAAARRR!) but I am indeed happy that both low performing and high performing districts show improvement.

Experience is a harsh mistress, and one of the things she teaches the policy analyst is to never rely solely on state test scores. NAEP will release 2017 scores in a few weeks. Let’s see what happens next. In the meantime, the freedom for families to choose between schools and the opportunity for Arizona educators to create new schools according to their vision of excellence seems to be broadly working.