Daniel Willingham--Science & Education
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Can traditional public schools replicate charters?

9/17/2014

 
This piece was originally published at realcleareducation.com on July 24, 2014

Although the politics concerning charter schools remain contentious, most education observers agree that some charters have had real success in helping children from impoverished homes learn more. If you believe that’s true, a natural next step is to ask what those charters are doing and whether it could be replicated in other schools. A recent study tried to do that, and the results looked disappointing. But I think the authors passed over a telling result in the data.

The researcher is Roland Fryer, and the first study was published in in 2011 with Will Dobbie. They analyzed successful charter schools on a number of dimensions, and concluded that some factors one might expect to be associated with student success were not: class size, per-pupil expenditures, and teacher qualifications, for example. They identified five factors that did seem to matter: frequent feedback to teachers, the use of data to drive instruction, high-dosage tutoring to students, increased instructional time, and high expectations.

Fryer (2014) sought to inject those five factors into some public schools in high-needs districts, starting with twenty schools in Texas. They increased the number of occasions for teacher feedback from 3 times each year to 30. Staff learned instructional techniques developed by Doug Lemov and Robert Marzano. They had parents sign contracts and students wear uniforms, along with other marks of a high-expectations school culture. Outcome measures of interest were school averages on state-wide tests.

So what happened? In math, it helped a little. The effect size was around 0.15. In English Language Arts, there was no effect at all.

Fryer tried the same thing in Denver (7 schools) and got identical results. In Chicago (29 schools) there was no effect in either math or reading.

Two questions arise. Why is the effect so small? And why the difference between math and reading? 

Fryer does not really take on the first question, I guess because there is an effect on math achievement. In the conclusion he claims “These  results  provide  evidence  suggesting  that  charter  school  best  practices  can  be  used systematically in previously  low-performing  traditional public schools to significantly increase student achievement in ways similar to the most  achievement-increasing  charter schools.” Whether or not the cost (about $1,800 per student) was worth the benefit is a judgment call, of course, but the benefit strikes me as modest.

Fryer does address the different impact of the intervention for reading and math. He speculates that it might be harder to move reading scores because many low-income kids hear and speak non-standard English at home. There’s some grounded speculation that hearing different dialects of English at home and at school may impact learning to read--see Seidenberg, 2013. I doubt non-standard English is decisive in fourth grade and up, and those were the students tested in this study.

My guess is that another factor  is relevant to both the size of the math effect and the lack of effect in reading. Much of Fryer’s intervention is directed towards a seriousness about content. But actually getting serious about work was the factor that Fryer was least able to address. The paper says “In an ideal world, we would have lengthened the school day by two hours and used the additional time to provide tutoring in math and reading in every grade level.” But due to budget constraints they could tutor in one grade and one subject per school. They chose 4th, 6th, and 9th grades, and they chose math. Non-tutored grades got a double-dose of whatever students were most behind in, and teachers tried to make the double-dose not cut into academic time.  Thus, it may be that researchers saw puny effects because they had to skimp on the most important factor: sustained engagement with challenging academic content.

This explanation is also relevant to the math/reading difference. In math, if you put a little extra time in, it’s at least obvious where that time should go. If kids are behind in mathematics, it’s not difficult to know what they need to work on.

Once kids reach upper elementary school, reading comprehension is driven primarily by background knowledge; knowing a bit about the topic of the text you’re reading confers a big advantage to comprehension. Kids from impoverished homes suffer primarily from a knowledge deficit (Hirsch, 2007).

So a bit of extra time, while better than nothing, is just a start at an attempt to build the knowledge needed for these students to make significant strides in reading comprehension. And in this particular intervention, no attempt was made to assess what knowledge was needed and to build it systematically.

This problem is not unique the Fryer’s intervention. As he notes, it’s always tougher to move the needle on reading than on math. That’s because experiences outside of the classroom make such an enormous contribution to reading ability.

Thus, I find Fryer’s study perhaps more interesting than Fryer does.  On the face of it, his intervention was a modest success: no improvement in reading, but at least a small bump to math. To me, this study was another in a long series showing the primacy of curriculum to achievement.

References

Dobbie, W., & Fryer Jr, R. G. (2011). Getting beneath the veil of effective schools: Evidence from New York City (No. w17632). National Bureau of Economic Research.

Fryer, R. G. (2014). Injecting Charter School Best Practices into Traditional Public Schools: Evidence from Field Experiments. The Quarterly Journal of Economics, doi: 10.1093/qje/qju011

Hirsch, E. D. (2007). The knowledge deficit: Closing the shocking education gap for American children. Houghton Mifflin Harcourt.

 

Seidenberg, M. S. (2013). The Science of Reading and Its Educational Implications. Language Learning and Development, 9(4), 331-360.

Book review: "It's the curriculum, stupid"

9/2/2013

 

Amanda Ripley's new book, The Smartest Kids in the World: And How They Got That Way, has garnered positive reviews in the Economist, the New York Times, USA Today, the Daily Beast and US News and World Report.

Is it really that good?

It's pretty darn good.

As the subtitle promises, Ripley sets out tell the education success stories of three countries: Finland and South Korea (whose 15 year olds score very high on the PISA test) and Poland (offered as an example of a country in transition, and making significant progress).

What's Ripley's answer to the subtitle? They got that way by engaging, from an early age, in rigorous work that poses significant cognitive challenge. In other words, the open secret is the curriculum.

Along the way to this conclusion, she dispenses with various explanations for US kids mediocre performance on the science and math portions of PISA. I've made these arguments myself so naturally I found them persuasive:

  • Poverty is higher in the US. Not compared to Poland. And other countries with low poverty (e.g. Norway) don't end up with well educated kids. The relevant statistic is how much worse poor kids do relative to rich kids within a country. The US fares poorly on this statistic. 
  • The US doesn't spend enough money on education. Actually we outspend nearly everyone. But because of local funding we perversely shower money on schools attended by the wealthy and spend less on the schools attended by poor kids.
  • The US has lots of immigrants and they score low. Other countries do a better job of educating kids who do not speak the native language.
  • The kids in other countries who take PISA are the elite. Arguably true in Shanghai, but not Korea or Finland, both of which boast higher graduation rates than the US. 
  • Why should we compare our kids to those of foreign countries? It's not a race. Because those other kids are showing what we could offer our own children, and are not.

What is the explanation? According to Ripley, there is a primary postulate running through the psyche of South Koreans, Finns, and Poles when it comes to education: an expectation that the work will be hard. Everything else is secondary. So anything that gets in the way, anything that compromises the work, will be downplayed or eliminated. Sports, for example. Kids do that on their own time, and it's not part of school culture.
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Several consequences follow from this laser-like focus on academic rigor. For example, if schoolwork is challenging kids are going to fail frequently. So failure necessarily is seen as a normal part of the learning process, and as an opportunity for learning, not a cause of shame.

If the academic work for students will be difficult, teachers will necessarily have to be very carefully selected and well trained. And you'll do whatever is necessary to make that happen. Even if it means, as in Finland, offering significant financial support during their training.

So what is the primary postulate of American education?

Ripley doesn't say, and I'm not sure Americans are sufficiently unified to name one. But two assumptions strike me as candidates.

First, that learning is natural, natural meaning that a propensity to learn is innate, instinctive and therefore inevitable. That, in turn, means that it should be easy. This assumption is pretty much the opposite of the one Ripley assigns to South Korea, Finland, and Poland.

Many Americans seem to think that it's not normal for schoolwork to be challenging enough that it takes persistence. In fact, if you have to try much harder than other kids, in our system you're a good candidate for a diagnosis and an IEP.

This expectation that things should be easy may explain our credulity for educational gimmicks, for that's what gimmicks do: they promise to make learning easy for everyone. Can't learn math? It's because your learning style hasn't been identified. Trouble with Spanish? This new app will make it fun and effortless.

The second assumption I often see is that "rigor" and "misery" are synonyms. Rigor means that you will be challenged. It means you may not succeed quickly. It means your cognitive resources will be stretched. It doesn't mean you are being punished, nor that you will be unhappy.

At the same time, I can't agree with the "play is all you need" crowd. Play can be cognitively enriching, but that doesn't mean that all play is cognitively enriching.

It's easy to create schoolwork that's rigorous and a grind likely to make kids hate school. Ripley offers South Korea as an example. Children there are miserable, adults hate the system, and despite kids' excellent test scores, everyone sees the Korean system as dysfunctional.

It's much tougher to educate kids in a way that is challenging but engaging. That's Finland, according to Ripley. And she's here to remind us that most of what has been pointed to as responsible for the Finnish miracle is not. What's responsible is the rigor of the work kids have been asked to do.

Will Americans embrace this idea, and demand that our education system challenge our kids? Will they embrace it to the point that they will follow this primary postulate whither it may lead?

I think Ripley's right to suggest that it's essential.  I think the odds that Americans will follow through are remote.

The Science in Gove's Speech

2/6/2013

 
Michael Gove, Secretary of Education in Great Britain, certainly has a flair for oratory.

In his most recent speech, he accused his political opponents of favoring "Downton Abbey-style" education (meaning one that perpetuates class differences), he evoked a 13 year old servant girl reading Keats, and he cited as an inspiration the late British reality TV star Jade Goody (best known for being ignorant), and Marxist writer and political theorist Antonio Gramsci.

Predictably, press coverage in Britain has focused on these details. (So, of course, have the Tweets.) The Financial Times and the Telegraph pointed to Gove's political challenge to Labour. The Guardian led with the Goody & Gramsci angle.

But these points of color distract from the real aim. The fulcrum of the speech is the argument that a knowledge-based curriculum is essential to bring greater educational opportunity to disadvantaged children. (The BBC got half the story right.)

The logic is simple:

1) Knowledge is crucial to support cognitive processes. (e.g., Carnine & Carnine, 2004; Hasselbring, 1988; Willingham, 2006).

2) Children who grow up in disadvantaged circumstances have fewer opportunities to learn important background knowledge at home (Walker et al, 1994) and they come to school with less knowledge, which has an impact on their ability to learn new information at school (Grissmer et al 2010) and likely leads to a negative feedback cycle whereby they fall farther and farther behind (Stanovich, 1986).

Gove is right.  And he's right to argue for a knowledge-based curriculum. The curriculum is most likely to meliorate achievement gaps between advantaged and disadvantaged students because a good fraction of that difference is fueled by differences in cultural capital in the home--differences that schools must try to make up. (Indeed, a knowledge-based curriculum is a critical component of KIPP and other "no excuses" schools in the US.)

I'm not writing to defend all education policies undertaken by the current British government--I'm not knowledgeable enough about those policies to defend or attack them.

But I find the response from Stephen Twigg (Labour's shadow education secretary) disquieting, because he seems to have missed Gove's point.

"Instead of lecturing others, he should listen to business leaders, entrepreneurs, headteachers and parents who think his plans are backward looking and narrow. We need to get young people ready for a challenging and competitive world of work, not just dwell on the past." (As quoted in the Financial Times.)

It's easy to scoff at a knowledge-based curriculum as backward-looking. Memorization of math facts when we have calculators? Knowledge in the age of Google?

But if you mistake advocacy for a knowledge-based curriculum as wistful nostalgia for a better time, or as "old fashioned" you just don't get it.

Surprising though it may seem, you can't just Google everything. You actually need to have knowledge in your head to think well. So a knowledge-based curriculum is the best way to get young people "ready for the world of work."

Mr. Gove is rare, if not unique, among high-level education policy makers in understanding the scientific point he made in yesterday's speech. You may agree or disagree with the policies Mr. Gove sees as the logical consequence of that scientific point, but education policies that clearly contradict it are unlikely to help close the achievement gap between wealthy and poor.

References

Carnine, L., & Carnine, D. (2004). The interaction of reading skills and science content knowledge when teaching struggling secondary students. Reading & Writing Quarterly, 20(2), 203-218.

Grissmer, D., Grimm, K. J., Aiyer, S. M., Murrah, W. M., & Steele, J. S. (2010). Fine motor skills and early comprehension of the world: Two new school readiness indicators. Developmental psychology, 46(5), 1008.

Hasselbring, T. S. (1988). Developing Math Automaticity in Learning Handicapped Children: The Role of Computerized Drill and Practice. Focus on Exceptional Children, 20(6), 1-7.

Stanovich, K. E. (1986). Matthew effects in reading: Some consequences of individual differences in the acquisition of literacy. Reading research quarterly, 360-407.

Walker, D., Greenwood, C., Hart, B., & Carta, J. (1994). Prediction of school outcomes based on early language production and socioeconomic factors. Child development, 65(2), 606-621.

Willingham, D. T. (2006). How knowledge helps. American Educator, 30(1), 30-37.

British Columbia, what are you thinking?

9/26/2012

 
The British Columbia education system would seem to be doing an excellent job.

Although very recent data are not available, performance by BC 15 year-olds on the 2006 PISA showed them lagging just one country in science (Finland), two countries in reading (Finland and Korea), and five in math (Taipei, Finland, Hong Kong, Korea, and fellow Canadian Province Quebec).

Meanwhile, in 2007, no one scored better than BC fourth graders on the PIRLS reading assessment. (Eight countries or provinces scored about the same--36 scored lower. Test data summarized here.)

Despite this record of success, BC is not satisfied, and gearing up to change the curriculum.

There's one sense in which this plan is clearly needed: there are too many objectives. The document describing learning objectives for the fourth grade runs 21 pages, and includes scores of items. No one can cover all that in a year, so the document ought to be tightened.

Another stated objective in the document describing the proposed change is to offer teachers more flexibility so that they can better tune education to individual students.

Whether that's a good idea is, in my view, a judgment call. The BC Ministry of Education contends that the current curriculum is too proscriptive. It may be, but it's being taught (and learned) at very high levels of proficiency, at least as measured by international comparison tests that most observers think are pretty reasonable. Change the curriculum, and that level of performance will likely drop.

But other benefits may accrue, such as better performance in academic areas not measured by students with strong interest in those areas, and greater student satisfaction.

My real concern is that the plan doesn't make very clear what the expected benefit is, nor how we'll know it when we see it.

At least in the overview document, the benefit is described as "increased opportunities to gain the essential learning and life skills necessary to live and work successfully in a complex, interconnected, and rapidly changing world. Students will focus on acquiring skills to help them use knowledge critically and creatively, to solve problems ethically and collaboratively, and to make the decisions necessary to succeed in our increasingly globalized world."

Oddly enough, I thought that excellent preparation in Reading, Math, and Science was just the ticket to help you use knowledge critically and creatively. And then I saw this statement:

"In today’s technology-enabled world, students have virtually instant access to a limitless amount of information. The greater value of education for every student is not in learning the information but in learning the skills they need to successfully find, consume, think about and apply it in their lives."
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This is the language of the 21st century skills movement, about which I've written in several places: about the flawed assumptions that underlie plausible-sounding plans, and about the difficulty in implementing them. Don Hirsch has a great piece on the idea that you can always just look stuff up.

If you live in BC, pay attention. This will not end well.

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    The goal of this blog is to provide pointers to scientific findings that are applicable to education that I think ought to receive more attention.

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