The Equity Projection

Posted by on October 30, 2014

A new Mathematica report examines the test-based impact of The Equity Project (TEP), a New York City charter school serving grades 5-8. TEP opened up for the 2009-10 school year, receiving national attention mostly due to one unusual policy: They paid teachers $125,000 per year, regardless of experience and education, in addition to annual bonuses (up to $25,000) for returning teachers. TEP largely makes up for these unusually high salary costs by minimizing the number of administrators and maintaining larger class sizes.

As is typical of Mathematica, the TEP analysis is thorough and well-done. The school’s students’ performance is compared to that of similar peers with a comparable probability of enrolling in TEP, as identified with propensity scores. In general, the study’s results were quite positive. Although there were statistically discernible negative impacts of attendance for TEP’s first cohort of students during their first two years, the cumulative estimated test-based impact was significant, positive and educationally meaningful after three and four years of attendance. As always, the estimated effect was stronger in math than in reading (estimated effect sizes for the former were very large in magnitude). The Mathematica researchers also present analyses on student attrition, which did not appear to bias the estimates substantially, and they also show that their primary results are robust when using alternative specifications (e.g., different matching techniques, score transformations, etc.).

Now we get to the tricky questions about these results: What caused them and what can be learned as a result? That’s the big issue with charter analyses in general (and with research on many other interventions): One can almost never separate the “why” from the “what” with any degree of confidence. And TEP, with its “flagship policy” of high teacher salaries, which might appeal to all “sides” in the education policy debate, provides an interesting example in this respect. Read More »


Regular Public And Charter Schools: Is A Different Conversation Possible?

Posted by on September 18, 2014

Uplifting Leadership, Andrew Hargreaves’ new book with coauthors Alan Boyle and Alma Harris, is based on a seven-year international study, and illustrates how leaders from diverse organizations were able to lift up their teams by harnessing and balancing qualities that we often view as opposites, such as dreaming and action, creativity and discipline, measurement and meaningfulness, and so on.

Chapter three, Collaboration With Competition, was particularly interesting to me and relevant to our series, “The Social Side of Reform.” In that series, we’ve been highlighting research that emphasizes the value of collaboration and considers extreme competition to be counterproductive. But, is that always the case? Can collaboration and competition live under the same roof and, in combination, promote systemic improvement? Could, for example, different types of schools serving (or competing for) the same students work in cooperative ways for the greater good of their communities?

Hargreaves and colleagues believe that establishing this environment is difficult but possible, and that it has already happened in some places. In fact, Al Shanker was one of the first proponents of a model that bears some similarity. In this post, I highlight some ideas and illustrations from Uplifting Leadership and tie them to Shanker’s own vision of how charter schools, conceived as idea incubators and, eventually, as innovations within the public school system, could potentially lift all students and the entire system, from the bottom up, one group of teachers at a time. Read More »


The Thrill Of Success, The Agony Of Measurement

Posted by on August 21, 2014

** Reprinted here in the Washington Post

The recent release of the latest New York State testing results created a little public relations coup for the controversial Success Academies charter chain, which operates over 20 schools in New York City, and is seeking to expand.

Shortly after the release of the data, the New York Post published a laudatory article noting that seven of the Success Academies had overall proficiency rates that were among the highest in the state, and arguing that the schools “live up to their name.” The Daily News followed up by publishing an op-ed that compares the Success Academies’ combined 94 percent math proficiency rate to the overall city rate of 35 percent, and uses that to argue that the chain should be allowed to expand because its students “aced the test” (this is not really what high proficiency rates mean, but fair enough).

On the one hand, this is great news, and a wonderfully impressive showing by these students. On the other, decidedly less sensational hand, it’s also another example of the use of absolute performance indicators (e.g., proficiency rates) as measures of school rather than student performance, despite the fact that they are not particularly useful for the former purpose since, among other reasons, they do not account for where students start out upon entry to the school. I personally don’t care whether Success Academy gets good or bad press. I do, however, believe that how one gauges effectiveness, test-based or otherwise, is important, even if one reaches the same conclusion using different measures. Read More »


A Few More Points About Charter Schools And Extended Time

Posted by on June 9, 2014

A few weeks ago, I wrote a post that made a fairly simple point about the practice of expressing estimated charter effects on test scores as “days of additional learning”: Among the handful of states, districts, and multi-site operators that consistently have been shown to have a positive effect on testing outcomes, might not those “days of learning” be explained, at least in part, by the fact that they actually do offer additional days of learning, in the form of much longer school days and years?

That is, there is a small group of charter models/chains that seem to get good results. There are many intangible factors that make a school effective, but to the degree we can chalk this up to concrete practices or policies, additional time may be the most compelling possibility. Although it’s true that school time must be used wisely, it’s difficult to believe that the sheer amount of extra time that the flagship chains offer would not improve testing performance substantially.

To their credit, many charter advocates do acknowledge the potentially crucial role of extended time in explaining their success stories. And the research, tentative though it still is, is rather promising. Nevertheless, there are a few important points that bear repeating when it comes to the idea of massive amounts of additional time, particularly given the fact that there is a push to get regular public schools to adopt the practice. Read More »


Estimated Versus Actual Days Of Learning In Charter School Studies

Posted by on March 19, 2014

One of the purely presentational aspects that separates the new “generation” of CREDO charter school analyses from the old is that the more recent reports convert estimated effect sizes from standard deviations into a “days of learning” metric. You can find similar approaches in other reports and papers as well.

I am very supportive of efforts to make interpretation easier for those who aren’t accustomed to thinking in terms of standard deviations, so I like the basic motivation behind this. I do have concerns about this particular conversion — specifically, that it overstates things a bit — but I don’t want to get into that issue. If we just take CREDO’s “days of learning” conversion at face value, my primary, far more simple reaction to hearing that a given charter school sector’s impact is equivalent to a given number of additional “days of learning” is to wonder: Does this charter sector actually offer additional “days of learning,” in the form of longer school days and/or years?

This matters to me because I (and many others) have long advocated moving past the charter versus regular public school “horserace” and trying to figure out why some charters seem to do very well and others do not. Additional time is one of the more compelling observable possibilities, and while they’re not perfectly comparable, it fits nicely with the “days of learning” expression of effect sizes. Take New York City charter schools, for example. Read More »


Extended School Time Proposals And Charter Schools

Posted by on January 22, 2014

One of the (many) education reform proposals that has received national attention over the past few years is “extended learning time” – that is, expanding the day and/or year to give students more time in school.

Although how schools use the time they have with students, of course, is not necessarily more or less important than how much time they have with those students, the proposal to expand the school day/year may have merit, particularly for schools and districts serving larger proportions of students who need to catch up. I have noticed that one of the motivations for the extended time push is the (correct) observation that the charter school models that have proven effective (at least by the standard of test score gains) utilize extended time.

On the one hand, this is a good example of what many (including myself) have long advocated – that the handful of successful charter school models can potentially provide a great deal of guidance for all schools, regardless of their governance structure. On the other hand, it is also important to bear in mind that many of the high-profile charter chains that receive national attention don’t just expand their school years by a few days or even a few weeks, as has been proposed in several states. In many cases, they extend it by months. Read More »


Revisiting The Issue Of Charter Schools And Special Education Students

Posted by on January 7, 2014

One of the most common claims against charter schools is that they “push out” special education students. The basic idea is that charter operators, who are obsessed with being able to show strong test results and thus bolster their reputations and enrollment, subtlety or not-so-subtlety “counsel out” students with special education plans (or somehow discourage their enrollment).

This is, of course, a serious issue, one that is addressed directly in a recent report from the Center for Reinventing Public Education (CRPE), which presents an analysis of data from a sample of New York City charter elementary schools (and compares them to regular public schools in the city). It is important to note that many of the primary results of this study, including those focused on the “pushing out” issue, cannot be used to draw any conclusions about charters across the nation. There were only 25 NYC charters included in that (lottery) analysis, all of them elementary schools, and these were not necessarily representative of the charter sector in the city, to say nothing of charters nationwide.

That said, the report, written by Marcus Winters, finds, among other things, that charters enroll a smaller proportion of special education students than regular public schools (as is the case elsewhere), and that this is primarily because these students are less likely to apply for entrance to charters (in this case, in kindergarten) than their regular education peers. He also presents results suggesting that this gap actually grows in later grades, mostly because of charters being less likely to classify students as having special needs, and more likely to reclassify them as not having special needs once they have been put on a special education plan (whether or not these classifications and declassifications are appropriate is of course not examined in this report). Read More »


The Year In Research On Market-Based Education Reform: 2013 Edition

Posted by on December 17, 2013

In the three most discussed and controversial areas of market-based education reform – performance pay, charter schools and the use of value-added estimates in teacher evaluations – 2013 saw the release of a couple of truly landmark reports, in addition to the normal flow of strong work coming from the education research community (see our reviews from 2010, 2011 and 2012).*

In one sense, this building body of evidence is critical and even comforting, given not only the rapid expansion of charter schools, but also and especially the ongoing design and implementation of new teacher evaluations (which, in many cases, include performance-based pay incentives). In another sense, however, there is good cause for anxiety. Although one must try policies before knowing how they work, the sheer speed of policy change in the U.S. right now means that policymakers are making important decisions on the fly, and there is great deal of uncertainty as to how this will all turn out.

Moreover, while 2013 was without question an important year for research in these three areas, it also illustrated an obvious point: Proper interpretation and application of findings is perhaps just as important as the work itself. Read More »


A Quick Look At The DC Charter School Rating System

Posted by on November 19, 2013

Having taken a look at several states’ school rating systems  (see our posts on the systems in IN, OH, FL and CO), I thought it might be interesting to examine a system used by a group of charter schools – starting with the system used by charters in the District of Columbia. This is the third year the DC charter school board has released the ratings.

For elementary and middle schools (upon which I will focus in this post*), the DC Performance Management Framework (PMF) is a weighted index composed of: 40 percent absolute performance; 40 percent growth; and 20 percent what they call “leading indicators” (a more detailed description of this formula can be found in the second footnote).** The index scores are then sorted into one of three tiers, with Tier 1 being the highest, and Tier 3 the lowest.

So, these particular ratings weight absolute performance – i.e., how highly students score on tests – a bit less heavily than do most states that have devised their own systems, and they grant slightly more importance to growth and alternative measures. We might therefore expect to find a somewhat weaker relationship between PMF scores and student characteristics such as free/reduced price lunch eligibility (FRL), as these charters are judged less predominantly on the students they serve. Let’s take a quick look. Read More »


Charter School Market Share And Performance

Posted by on July 24, 2013

One of the (many) factors that might help explain — or at least be associated with — the wide variation in charter schools’ test-based impacts is market share. That is, the proportion of students that charters serve in a given state or district. There are a few reasons why market share might matter.

For example, charter schools compete for limited resources, including private donations and labor (teachers), and fewer competitors means more resources. In addition, there are a handful of models that seem to get fairly consistent results no matter where they operate, and authorizers who are selective and only allow “proven” operators to open up shop might increase quality (at the expense of quantity). There may be a benefit to very slow, selective expansion (and smaller market share is a symptom of that deliberate approach).

One way to get a sense of whether market share might matter is simply to check the association between measured charter performance and coverage. It might therefore be interesting, albeit exceedingly simple, to use the recently-released CREDO analysis, which provides state-level estimates based on a common analytical approach (though different tests, etc.), for this purpose. Read More »


A Few Points About The New CREDO Charter School Analysis

Posted by on July 1, 2013

A new report from CREDO on charter schools’ test-based performance received a great deal of attention, and rightfully so – it includes 27 states, which together serve 95 percent of the nation’s charter students.

The analysis as a whole, like its predecessor, is a great contribution. Its sheer scope, as well as a few specific parts (examination of trends), are new and important. And most of the findings serve to reaffirm the core conclusions of the existing research on charters’ estimated test-based effects. Such an interpretation may not be particularly satisfying to charter supporters and opponents looking for new ammunition, but the fact that this national analysis will not settle anything in the contentious debate about charter schools once again suggests the need to start asking a different set of questions.

Along these lines, as well as others, there are a few points worth discussing quickly.  Read More »


Charter School Authorization And Growth

Posted by on June 13, 2013

If you ask a charter school supporter why charter schools tend to exhibit inconsistency in their measured test-based impact, there’s a good chance they’ll talk about authorizing. That is, they will tell you that the quality of authorization laws and practices — the guidelines by which charters are granted, renewed and revoked — drives much and perhaps even most of the variation in the performance of charters relative to comparable district schools, and that strengthening these laws is the key to improving performance.

Accordingly, a recently-announced campaign by the National Association of Charter School Authorizers aims to step up the rate at which charter authorizers close “low-performing schools” and are more selective in allowing new schools to open. In addition, a recent CREDO study found (among other things) that charter middle and high schools’ performance during their first few years is more predictive of future performance than many people may have thought, thus lending support to the idea of opening and closing schools as an improvement strategy.

Below are a few quick points about the authorization issue, which lead up to a question about the relationship between selectivity and charter sector growth. Read More »


A Controversial Consensus On KIPP Charter Schools

Posted by on March 12, 2013

A recent Mathematica report on the performance of KIPP charter schools expands and elaborates on their prior analyses of these schools’ (estimated) effects on average test scores and other outcomes (also here). These findings are important and interesting, and were covered extensively elsewhere.

As is usually the case with KIPP, the results stirred the full spectrum of reactions. To over-generalize a bit, critics sometimes seem unwilling to acknowledge that KIPP’s results are real no matter how well-documented they might be, whereas some proponents are quick to use KIPP to proclaim a triumph for the charter movement, one that can justify the expansion of charter sectors nationwide.

Despite all this controversy, there may be more opportunity for agreement here than meets the eye. So, let’s try to lay out a few reasonable conclusions and see if we might find some of that common ground. Read More »


School Choice And Segregation In Charter And Regular Public Schools

Posted by on February 25, 2013

A recent article in Reuters, one that received a great deal of attention, sheds light on practices that some charter schools are using essentially to screen students who apply for admission. These policies include requiring long and difficult applications, family interviews, parental contracts, and even demonstrations of past academic performance.

It remains unclear how common these practices might be in the grand scheme of things, but regardless of how frequently they occur, most of these tactics are terrible, perhaps even illegal, and should be stopped. At the same time, there are two side points to keep in mind when you hear about charges such as these, as well as the accusations (and denials) of charter exclusion and segregation that tend to follow.

The first is that some degree of (self-)sorting and segregation of students by abilities, interests and other characteristics is part of the deal in a choice-based system. The second point is that screening and segregation are most certainly not unique to charter/private schools, and one primary reason is that there is, in a sense, already a lot of choice among regular public schools. Read More »


Revisiting The “Best Evidence” Theory Of Charter School Performance

Posted by on February 14, 2013

Among the more persistent arguments one hears in the debate over charter schools is that the “best evidence” shows charters are more effective. I have discussed this issue before (as have others), but it seems to come up from time to time, even in mainstream media coverage.

The basic point is that we should essentially dismiss – or at least regard with extreme skepticism – the two dozen or so high-quality “non-experimental” studies, which, on the whole, show modest or no differences in test-based effectiveness between charters and comparable regular public schools. In contrast, “randomized controlled trials” (RCTs), which exploit the random assignment of admission lotteries to control for differences between students, tend to yield positive results. Since, so the story goes, the “gold standard” research shows that charters are superior, we should go with that conclusion.

RCTs, though not without their own limitations, are without question powerful, and there is plenty of subpar charter research out there. That said, however, the “best evidence” argument is not particularly compelling (and it’s also a distraction from the positive shift away from obsessing about whether charters do or don’t work toward an examination of why). A full discussion of the methodological issues in the charter school literature would be long and burdensome, but it might be helpful to lay out three very basic points to bear in mind when you hear this argument. Read More »


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