Hoel and his collaborators claim to show that new causes—things that produce effects—can emerge at macroscopic scales. They say coarse-grained macroscopic states of a physical system (such as the psychological state of a brain) can have more causal power over the system’s future than a more detailed, fine-grained description of the system possibly could. Macroscopic states, such as desires or beliefs, “are not just shorthand for the real causes,” explained Simon DeDeo, an information theorist and cognitive scientist at Carnegie Mellon University and the Santa Fe Institute who is not involved in the work, “but it’s actually a description of the real causes, and a more fine-grained description would actually miss those causes.”
Let me be clear: I’m totally on board with the “get out into nature more” bandwagon, and I’m thrilled to see increasing research showing how much being out in nature contributes to well-being and health.
“We don’t recognize how happy nature makes us.”
I think we need some clarity around terms. If by “nature” we simply mean “green living things,” then sure, it makes us feel good. But if we mean “nature” as in the wilderness and the brutal forces therein, then happiness may be a quixotic cause.
Living in tune with nature means having humility and respect, which comes from an appreciation for the often volatile and seemingly senseless danger and risks that are inherent in living in nature. In other words, it’s not just about something we can “get” from nature, in a transactional way, but also about recognizing and assuming our proper place within the cosmos.
That’s a point, alas, I don’t expect many people will buy into, so I understand why we focus on the transactional benefits of nature.
So while we’re on the subject, let’s talk about our children. We want them to be healthy and happy, right?
As Williams points out so well in the interview, our kids are the ones suffering the most from our lack of attunement to nature (however one defines it):
“I think our institutions need to take [incorporating nature into urban infrastructure] on, especially schools. Where I live, only 10 percent of kids get the recommended recess time. Which is appalling, because we know that kids need this time to run around and have exploratory free play in order to just pay attention later in the day.
. . . If you have kids, the most important thing you can do is get your kids outside enough to develop their love for nature. You will be giving them a gift they will have their entire lives.”
And while we’re at it, let’s help them gain a requisite humility and respect for the forces beyond our ken.
There was an interesting recent the74 piece on a Philadelphia charter organization, Mastery, which takes low performing schools and works to “turn them around.”
Embedded within this article is the implication that a shift to a focus on the teaching of conceptual math, rather than “rote” procedural teaching, led to a swift downturn in math scores.
“So this year, the network began reintroducing teaching techniques that had been a staple at Mastery schools for years, while seeking a middle ground between no excuses and restorative practices. It’s a ‘journey of trying to find out what’s the right mix,’ Gordon said.
Specifically, the network is reintroducing procedural math instruction, which focuses on rote instruction like memorization and repetition.”
It seems worth digging into this supposition a bit more.
Is Mastery’s downturn in math scores due to the failure of conceptual math in general as a pedagogical approach? Or is it a failure of the network to attract and train teachers who can teach this type of math more effectively?
Or is it a failure in the assessments that were used as a reference? Or was it that conceptual math takes longer to “stick” and pay dividends? Or was it a failure of the curriculum they used to move in a more conceptual direction? . . .
Innovation is truly generated from infrastructure, standards, and contexts that are incrementally shaped by bureaucracies. Sorry, Steve Jobs idolizers.
What are the consequences of children interacting daily with AI voice assistants like Alexa or Google Home?
“There can be a lot of unintended consequences to interactions with these devices that mimic conversation,” said Kate Darling, an MIT professor who studies how humans interact with robots. “We don’t know what all of them are yet.”
I think the fears about transference of how kids talk to robots to humans is overblown here — after all, we all talk to our pets as kids but that doesn’t seem to taint our interactions with other humans. But definitely worth considering how these devices could potentially provide linguistic training and refinement of questioning as an educative tool.
Direct instruction in a “circle time” game could help promote self-control in children.
Researchers noted that “there could be educational implications to their results: ‘the irony may be that in devising strategies for parenting and schooling geared to a world of rapid technological change while neglecting the importance of traditional cultural practices, we may be contributing to a deterioration of young people’s attentive and inhibitive resources, thus promoting impulses toward instant gratification’.”
According to an evolutionary psychologist, high school poses “an unprecedented social challenge to our prehistoric minds.”
Could just as easily switch the word parent to teacher here: “the things that the parent thinks that the child should be concerned with (preparing for a career and developing important life skills) and the things that the child is emotionally driven to actually be concerned with (being popular and having fun) are often at odds.”
“indigenous people were gardeners and stewards of biodiversity.” Compare to us.
A little wildness and diversity can go a long way.
“In an Urban Forestry & Urban Greening study of vacant lots in Cleveland, Ohio, where economic impoverishment and a declining population have left some 27,000 lots to go feral, the ecosystem services provided by inner-city lots far surpassed those of carefully-tended residential and suburban spaces.”
Brains as ecosystems.
“Critically, these cases began with studying behaviors that the animals naturally do, not those that they had been trained to perform.”
This is a great idea: quiz commenters on articles to ensure they have basic comprehension before they can comment.
“If everyone can agree that this is what the article says, then they have a much better basis for commenting on it.”
Not only could this ensure more level-headed commenting — but it could furthermore serve as a reinforcer of key details.
Respect to Mike Rowe for keeping up the call for CTE.
“If you want to make America great again, you’ve got to make work cool again,” he said.
Busing is always the conversation killer on the integration of schools. But Hartford demonstrates that busing can be beneficial.
An important reminder from Nikole Hannah-Jones what the word “public” means in the US — including both its dark side and it’s promise.
“as black Americans became part of the public, white Americans began to pull away.”
“schools, as segregated as many are, remain one of the few institutions where Americans of different classes and races mix. The vast multiracial, socioeconomically diverse defense of public schools that DeVos set off may show that we have not yet given up on the ideals of the public — and on ourselves.”
NY Teachers: Here’s a useful graph to share with students, courtesy of Achieve’s new report.
Success Academy’s Moskowitz gets called out by Politico
Suddenly, Moskowitz, one of the most vociferously and politically aggressive of education reformers, claims that “I … need to consider whether it is appropriate for me to use my position as the leader of a collection of public schools paid for with government funds to advocate politically.”
Though after some criticism from her own staff and from the exposure by that Politico article, it seems she suddenly re-discovered her voice.
Airplane wings that morph, inspired by birds
A fair amount of academic literature calls for clinical, evidence-based models of intensive intervention for students with disabilities in K-12. Yet in the field, there is limited effective implementations of such interventions.
Models such as Response to Intervention (RTI), multi-tiered support systems (MTSS), and standard, evidence-based protocols and programs all make complete sense when you learn about them. But there’s also a problem with these interventions: they are based on clinical frames of implementation, as in a trained clinician in the given model or protocol delivers the intervention in a prescribed manner.
The daily reality of a K-12 school, however, is far from clinical. Opportunities to deliver prescribed interventions, whether in a small group or in the ideal of a 1:1 setting, are few and far between. Moreover, opportunities to be trained in such interventions are few and far between. One is certainly not trained in any given intervention in any traditional education program.
The very model of a self-contained classroom, a class in which students with more severe disabilities are separated from their peers, relies upon this clinical ideal. And again, in isolation, as an ideal, it makes perfect sense. Let’s separate out the kids with greatest of needs so we can provide them with individualized, supportive instruction.
Similarly, within an inclusive classroom, district leaders continually speak about and prescribe the need to move away from a one-teach, one assist model to a parallel, station, or team teaching model. Or they speak of the need to “differentiate” and “individualize” instruction.
Idealized models that make perfect sense and sound great, but that rarely play out that way on the ground.
A Division Between Inclusion and Specialized Intervention
There is some scholarly debate about this. Fuchs et al, in a 2010 paper, “The ‘Blurring’ of Special Education in a New Continuum of General Education Placements and Services,” provides a useful delineation into two camps they term IDEA and NCLB. The IDEA group advocates for a top-down (i.e., replicable), linear, and time-sensitive process with fewer tiers of instruction, which serves both prevention and a more valid method of disability identification. They believe in evidence-based programs at Tier 1, the strength of standard protocols in Tier 2 and Experimental Teaching for Tier 3 intervention. They believe in the importance of a distinct special education program.
On the other hand, the NCLB group focuses on a problem-solving approach based on standards. “Whereas special education remained a distinct entity in reform making in the 1980s and 1990s, many in the NCLB camp today are advocating for obscuring, smearing, dimming, and confusing special education by blurring it into general education. In their plans—however implicit—special education vanishes in all but name (and maybe in name as well).”
Research suggests that the standard-protocol approach is superior to problem solving in accelerating the progress of children with serious learning problems. However, the authors acknowledge that “because there are insufficient numbers of such protocols in many academic areas and in the higher grades, and because ‘the school bus arrives every morning,’ many practitioners may have little choice but to rely on some variant of problem solving.”
In a more recent paper in 2015, “Inclusion Versus Specialized Intervention for Very-Low-Performing Students: What Does Access Mean in an Era of Academic Challenge?“, Fuchs and other authors again examine the split between those who push for a problem-solving, inclusionary approach vs. that of “specialized intervention” approach and advocate for a focus on explicit, specialized intervention delivered in a separate setting.
Here’s a couple of provocative quotes from this paper that struck me:
“. . . access cannot be assumed even when inclusive instruction reflects state of-the-art accommodations and support. Instead, only evidence of adequate student outcomes demonstrates that access to the curriculum has been accomplished. In fact, the present analysis indicates that such access is sometimes more satisfactorily achieved under a service delivery arrangement that occurs outside the physical space of the inclusive program and using instructional methods that differ from the inclusive program. All this argues for a definition of access to the general educational curriculum that is based on empirical evidence of adequate learning— regardless of the setting in which or the instructional methods by which that learning is achieved.”
“…it is not possible to ignore students’ foundational skill deficits if progress toward CCSS is to be realized. For example, to demonstrate meaningful improvement with informational text, specialized intervention must address very low performers’ decoding, word recognition, and vocabulary deficits, and this often requires out-of-level foundational skills instruction. Therefore, although reconceptualizing access as empirical demonstration of learning, schools must also recognize that the access mandate often requires schools to provide out-of-level instruction to meet students’ needs for accessing the grade-level curriculum.”
Yet I don’t agree with the authors that putting in place explicit instructional intervention programs will solve all the problems they’ve identified with inclusionary practices. You can place my own professional stance as firmly within the “NCLB” camp outlined above. Schools are not clinics, and unfortunately, special education teachers and other personnel in school buildings are rarely, if ever, trained in the delivery of specific interventions.
In fact, I think the issue of either strong inclusionary instruction or specialized intervention comes down to the same fundamental issue: there is a general lack of instructional capacity and expertise in most schools, in addition to a general lack of curricular coherence and vision.
Either way, we certainly need to rethink how we are putting in place supports for students who struggle the most and assessing whether those supports are actually effective.
My argument, however, is to place our primary and immediate focus on establishing coherent and rigorous curriculum and expectations for all students. I thus argue for inclusion and a problem-solving approach.
A recent article in Education Next,”Reforming Remediation” neatly encapsulates the rationale for this inclusionary argument. Students placed directly in college-level statistics did far better than their counterparts in remedial classes.
While that example is focused on a higher education setting, we can find parallels in K-12 by looking at access to Advanced Placement (AP) or International Baccalaureate (IB) programs, or to difficult academic subjects such as Latin. Disadvantaged students rarely have the opportunity to experience such rigorous curriculum. Yet when they do, as Bronx Latin teacher Peter Dodington put it, “The combination of a difficult topic and a well-ordered, step-by-step curriculum allows even otherwise weak students to succeed, and gives them a new understanding of their own strengths and talents.”
If we raise our expectations and the rigor and coherency of our curriculum, then we will see more educational benefit for all students. The dire reality of poor teacher training and knowledge of the content they teach is a significant problem, but a stronger school-wide curricular program can help to assuage this.
I strongly believe in the need for specialized interventions for students who require the most support. But how can we put in place effective interventions when a strong and well-implemented core curriculum is not present?
Let’s address the foundations first before moving to the clouds.
Because neither ‘memory banks’ nor ‘representations’ of stimuli exist in the brain, and because all that is required for us to function in the world is for the brain to change in an orderly way as a result of our experiences, there is no reason to believe that any two of us are changed the same way by the same experience. If you and I attend the same concert, the changes that occur in my brain when I listen to Beethoven’s 5th will almost certainly be completely different from the changes that occur in your brain. Those changes, whatever they are, are built on the unique neural structure that already exists, each structure having developed over a lifetime of unique experiences. (Bold added)
–Robert Epstein, “The Empty Brain” on Aeon
Epstein’s challenge to the “information processing” model is highly relevant to education and worth considering the implications of. I would pair this reading with the quantum theory of QBism: QBism challenges the notion of an “objective reality,” suggesting instead that reality lies in the eye of the beholder.
If you care about education, it’s worth paying close attention to what’s going down in Silicon Valley. The hyperdrive capitalism of venture investment, with its raw focus on the rapid scale of the highest performing and rapid failure of all the rest, parallels and in some ways informs edtech and charter models.
There’s certainly a healthy and necessary space in education for a private marketplace of rapid iteration, scale, and fail. But there’s also a necessity for the less efficient but robust, slow-growth, long-term models of public schools.
In The New Yorker there is an interesting piece on Y-Combinator’s Sam Altman relevant to this. It’s interesting purely as a biopic, but scattered throughout are insights into the driving mindsets and ethics of Silicon Valley. Let’s take a closer look at some quotes from the article with the frame of education in mind.
Altman, as he nursed a negroni after dinner, had his own warning for the timid: “Democracy only works in a growing economy. Without a return to economic growth, the democratic experiment will fail. And I have to think that YC is hugely important to that growth.”
Democracy needs a heck of a lot more than just a viable economy. It needs strong civic institutions and an active citizenry that has a shared understanding of how to engage with those institutions and of their purpose. Public education should serve the public in cultivating shared civic knowledge and values.
. . . In his book “Hackers & Painters,” Graham calculated that smart hackers at a startup could get 36x more work done than the average office drone—and that they would, therefore, eventually blow up employment as we know it. He made this sound patriotic and fun; how could an oligarchic technocracy go wrong?
Indeed? How could a focus solely on only the most productive and efficient members of society go wrong? In education, imagine if we only invested in the most gifted and talented. The rest would be herded into service professions or unskilled labor. A meritocracy! Wait. Isn’t that more or less how things used to be before the advent of a public education . . .
. . . And he told me, “It’s bad for the companies and bad for Silicon Valley if companies can stay alive just because they’re [associated with Y-Combinator]. It’s better for everyone if bad companies die quickly.”
This is a driving philosophy of venture capital and rapid scale that Silicon Valley pursues. Scale the few most successful ventures rapidly, and fail the remainder. With schools, we could only invest in and scale the ones that demonstrated strong academic performance — all the rest we would close. Sounds good, right? Kids should only be in schools that have demonstrated their worth.
But there’s a problem with rapid scale in terms of sustainability:
. . .The truth is that rapid growth over a long period is rare, that the repeated innovation required to sustain it is nearly impossible, and that certain kinds of uncontrollable growth turn out to be cancers. . . Every great startup—Facebook, Airbnb—has no idea why it’s growing at first, and has to figure that out before the growth stalls. Growth masks all problems.”
A school could be high performing, but not such a great place to be.
This isn’t to say that there isn’t a place for markets in the education system. A market doesn’t have to mean Silicon Valley style scale and fail.
A more sustainable model can be seen in an article in the NY Times about MailChimp.
…it’s possible to create a huge tech company without taking venture capital, and without spending far beyond your means. It’s possible, in other words, to start a tech company that runs more like a normal business than a debt-fueled rocket ship careening out of control. Believe it or not, start-ups don’t even have to be headquartered in San Francisco or Silicon Valley.
. . . You can simply start a business, run it to serve your customers, and forget about outside investors and growth at any cost.
Schools that do this work are the ones that get better: they put their focus on service to their students and families and adapt accordingly.
But there’s other ways that those who abide by the scale and fail model are investing in, recognizing the limitations of a brick and mortar approach. Venture capitalist Marc Andreessen (you may have heard of AltSchools?) lays out the long-game for software and tech in the education industry in this Vox interview:
Primary education in the US is a monopoly. It’s a public sector monopoly with very little competition. Even the charter schools end up under sustained attack for violating the monopoly. You see this most recently in New York with De Blasio trying to shut them down. A government-sponsored monopoly is not easy to move.
. . . New technologies tend to vaporize on impact with those institutions. The last thing a unionized public school wants to do is to fundamentally change how they operate. Of course they don’t want to adopt new technology. It’s antithetical to the philosophy.
So the solution? Software!
Look, there’s great potential for technology in the education sphere, and I think experiments like AltSchools and Udacity are well worth making. But Andreessen’s premise here is false. Having worked in NYC public schools for even the short length of time that I have, I’ve seen so many tech fads get readily embraced by educators and districts that it’s become ridiculous. Rather than “vaporizing on impact,” new tech fads rather seem to become desperately embraced and then just as hurriedly discarded. Harried educators and administrators would love it if a SMART Board or data system or robot would magically and rapidly improve the outcomes for their kids!
But I do think Andreessen makes a more balanced analysis and point here:
We can’t revamp the entire system. Nobody can. But I think more and more, there are gaps in what the current system can accommodate compared to what people actually want. There are opportunities to build on the edges, around the sides, parallel systems. And at the very least introduce choice. In the best-case scenario, it becomes a real challenger to the status quo.
I fully agree that there are massive gaps and many opportunities to better serve our nation’s students, and I for one welcome the evolution of edtech and tools and software, as well as the vibrant niches of effective charter models and networks. But we’re on a quixotic mission if we’re shooting for supplanting public education systems, rather than supplementing them.
The argument for why this is so can be viewed in statements that Barack Obama and Vox’s Ezra Klein have made about the function of public institutions vs. private ones (I’ve posted this before):
President Barack Obama at the White House Frontiers Conference:
The final thing I’ll say is that government will never run the way Silicon Valley runs because, by definition, democracy is messy. This is a big, diverse country with a lot of interests and a lot of disparate points of view. And part of government’s job, by the way, is dealing with problems that nobody else wants to deal with.
. . . sometimes we get, I think, in the scientific community, the tech community, the entrepreneurial community, the sense of we just have to blow up the system, or create this parallel society and culture because government is inherently wrecked. No, it’s not inherently wrecked; it’s just government has to care for, for example, veterans who come home. That’s not on your balance sheet, that’s on our collective balance sheet, because we have a sacred duty to take care of those veterans. And that’s hard and it’s messy, and we’re building up legacy systems that we can’t just blow up.
Ezra Klein in an interview with Tyler Cowen:
I will say one thing about both government and private-sector production, which is something that I do think is important is there is an advantage to being willing to do kludgy, difficult, somewhat unpleasant things.
. . . As you say, there’s an attraction — recognizing the government is inefficient — to just saying, “Well, let’s just do cash transfer for everything. Let’s go UBI for everything.” But there is a lot that government does, often not that well, that somebody needs to be doing, because a lot of the people you want to help are actually really difficult to help. This is something . . . this is one of the things I believe strongly in policy that we underrate.
A lot of what we’re trying to do in government is not help people who want “free stuff,” but is help people who are actually very, very difficult to help. This is particularly true in health care.
And particularly true in education. The work of education is a slow, complicated, incremental process that will benefit from new technologies, software, and schools, but that will not rapidly scale, and provides a public service that makes rapid failure of massive amounts of schools or students a nonviable option.
A beautiful post on the benefits of integrated schools. Read the whole thing.
The experience of being a part of a diverse and inclusive community is equipping me and my kids to go forward and connect and speak up in a world of difference, however messily. We proceed respectfully, and with eyes and ears wide open. We disagree, and we discuss. Our days have more texture, more color, more depth. There is tension, yes, and sometimes confusion; there are hurt and bad feelings, and there are misunderstandings. But there has also been so much joy. Despite the instinctive resistance to leaving “the comfort zone,” which all of us have, when we persevere through that feeling, we profit. It is the right thing to do. But it also feels really, really good.
. . . integrating our nation’s schools is not the whole solution — but I believe it’s a powerful step that will have a powerful ripple effect. I believe that integrated schools can have a powerfully stabilizing and sustaining effect in a time of chaos. I’ve already seen how my own community has anchored me, and many others, during this tumultuous past week. It is a place where we know we have a common investment in our future. It is a place where we talk and think about justice. It is something real and tangible in an increasingly virtual world. It is spiritual infrastructure.
What is there to say about the rude awakening that shook cosmopolitan, progressive minded Americans and the world?
Well, here’s a few positive spins on it:
- Trump is a chaos monkey that will assist us in building a better democracy by forcing us to re-establish the original balance of power our founders intended. (This would require the Republican party to pull up their Big Boy pants and actually govern.)
- The one thing that united Clinton and Trump campaigns was a commitment to investing in infrastructure — and it is the one thing Democrats are already reaching across the aisle to work on.
What does it mean for education politics and policy?
- Rick Hess: Who the heck knows?
- Chad Aldeman: NCLB will suddenly look really good to Democrats, on hindsight. And you can kiss any education related investment goodbye.
- Elizabeth Green: Education reformers will pivot their attention to long-neglected rural and rust-belt communities.
- Neerav Kingsland: Charter proponents need to recognize the populist appeal of local, traditional public schools and thus address fears that public schools will be harmed by charter expansion.
- Matt Barnum: If Trump actually wants to follow through on his anti-Common Core rhetoric, he’d paradoxically have to wield federal power.
What relation does this election have to knowledge or the lack thereof?
- Rick Kahlenberg: Civics and democratic values need to be explicitly taught. (But Andrew Rotherham and Doug Lemov are angry about the anti-choice aspect of his piece)
- Problems with our democracy are due to lack of knowledge. For that, we can blame schools.
- George Thomas: In our shift to populism, we’ve lost the educative purpose of a representative democracy as envisioned by Madison.
- “Trump was not elected on a platform of decency, fairness, moderation, compromise, and the rule of law; he was elected, in the main, on a platform of resentment.”
- An additional bonus of a knowledge-rich curriculum is that it can help kids do better on tests.
- Some are blaming Facebook and social media for the segregation of our attention from those who could challenge our “crony beliefs”.
- Three reasons to teach a knowledge-rich curriculum: cognitive, socio-cultural, and economic.
“When aspects of the school context—for example, a principal who is an ineffective instructional leader, a school that lacks a consistent disciplinary code—are partly, or largely to blame for poor performance, efforts to measure and strengthen individual teacher effectiveness are unlikely to be adequate remedies in themselves”
—Gillian Kiley, “School environment key to retaining teachers, promoting student achievement, study finds” on Phys.org
Check out the study linked to above, which uses NYC school survey data. Certainly confirms everything this blog is premised upon.