Hysteresis and the Legacy of Industrialization

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I recently shared a fascinating study on the impact of the historical legacy of a place, which found that students living in neighborhoods with a legacy of economic and residential segregation had greater odds of dropping out of high school compared to their peers in other neighborhoods.

The existing social capital of a neighborhood, in other words, is associated with the historical legacy of that particular place.

This makes a lot of sense to those of us that work in communities with legacies of poverty and trauma. And it also relates to a concept that Will shared here back in 2012: hysteresis. As explained on Wikipedia, hysteresis refers to “the dependence of the state of a system on its history.” This concept can be applicable to a wide range of systems—in our case here, we are considering socio-ecological systems.

Another recent study presents further support for the impact of the legacy of a place on people. Researchers used online surveys of the “big five” personality traits (openness, conscientiousness, extraversion, agreeableness, and neuroticism) and examined them in connection to a region’s historical legacy associated with industrialization during the 19th and 20th century.

Their results suggest “that the massive industrialization of the 19th and 20th centuries had long-term psychosocial effects that continue to shape the well-being, health, and behaviors of millions of people in these regions today.”

“. . . .Our research shows that a region’s historical industries leave a lasting imprint on the local psychology, which remains even when those industries are no longer dominant or have almost completely disappeared.”

The author concludes that “Without a strong orchestrated effort to improve economic circumstances and people’s well-being and health in these regions, this legacy is likely to persist.”

Granted that this study is based on data gathered from online surveys. But the “big five” survey has a fairly robust research base behind it and predicts academic achievement and parenting behavior (you can also take the survey yourself; I found my own results enlightening). But of course, further research into the impacts of the historical legacy of a place should continue to be pursued.

In the meantime, for those of us who work with children raised in communities that bear the legacies of injury, we need to be mindful not only of the individual needs of the children before us, but furthermore the history of the place within which they live.

 

Research: The Industrial Revolution Left Psychological Scars That Can Still Be Seen Today, Martin Obschonka / Harvard Business Review

Listen to the music: Some things are universal

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Vivek Pandya, a 12 year old, slaying the tabla at the Ragas Live festival in 2016.

A central argument posited by this blog is that context matters. In order to truly understand a school as an organization, you have to account for the physical and social factors of that specific school.

This argument pushes back on the dominant narrative in ed reform that schools are more or less comparable, and if not universally comparable, then at the very least, by grouping according to “peer groups” by similarities in demographic inputs, such as free-and-reduced lunch or ELL populations.

Yet there is a risk, too, in taking such an argument too far, and claiming that local context is everything — and that meaning can therefore only be determined subjectively by those who exist within that local context. Such an extreme argument would suggest that there are no universal statements that can be made about schools.

We can see this play out with music across the world. Is the meaning of music solely determined by the culture that produces it? Or are there traits of music that are universal?

Interestingly, cognitive psychologists side with the latter (universal), while ethnomusicologists fight for the former.

A recent study suggests that ethnomusicologists are being too precious, and that there are universally recognized traits of music. At the very least, people from across the world can identify whether a song made by a small-scale society is a lullaby, dance, made for healing, or an expression of love.

Similarly, I think there are universal traits and principles of effective and ineffective schools that we can discuss. So while I stress—and this blog hinges upon—the importance of acknowledging the strong influence of local context, I also don’t want to take that argument to an extreme.

Context matters—I believe much more than we generally recognize when it comes to schools and many other things—but it’s not everything.

A Study Suggests That People Can Hear Universal Traits in Music, Ed Yong / The Atlantic

Shifting from Single to Twofold Vision

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Seeing a school as an ecosystem is akin to shifting from a “single vision” to a “twofold vision,” as William Blake outlines it and Philip Pullman explains it:

. . . when it comes to vision, we need to be able to see contrary things and believe them both true: “Without Contraries is no progression” (The Marriage of Heaven and Hell), despite the scorn of rationalists whose single vision rejects anything that is not logically coherent. Blake was hard on single vision:

Now I a fourfold vision see
And a fourfold vision is given to me;
Tis fourfold in my supreme delight
And threefold in soft Beulahs night
And twofold Always. May God uskeep
From Single vision and Newtonssleep!
(“Letter to Thomas Butts”)

Fourfold vision is a state of ecstatic or mystical bliss. Threefold vision arises naturally from Beulah, which, in Blake’s mythology, is the place of poetic inspiration and dreams, “where Contrarieties are equally True” (Blake, Milton). Twofold vision is seeing not only with the eye, but through it, seeing contexts, associations, emotional meanings, connections. Single vision is the literal, rational, dissociated, uninflected view of the world characteristic, apparently, of the left hemisphere of the brain when the contextualising, empathetic, imaginative, emotionally involved right brain is disengaged or ignored.

William Blake and Me, Philip Pullman / The Guardian

We ain’t shooting for ecstasy nor poetic inspiration here, necessarily—not when it comes to school improvement. But if we can begin to see the wider complexity of connections and contexts beyond the linear machinations of everyday humdrum mundanity, then we might be getting somewhere.

Emotional Intelligence is Founded on Emotional Knowledge

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An interesting piece in Nautilus makes the claim that cognition and emotions are not distinct functions of our brains (and challenges the concept of a “triune” brain), nor does associating physical sensations or signals confer a deeper read on emotions. Instead, understanding the emotions of others and ourselves stems from learning “emotion words” and making predictions based on the context of a situation and our past experiences.

The idea that you can increase your emotional intelligence by broadening your emotion vocabulary is solid neuroscience. Your brain is not static; it rewires itself with experience. When you force yourself to learn new words—emotion-related or otherwise—you sculpt your brain’s microwiring, giving it the means to construct those emotional experiences, as well as your perceptions of others’ emotions, more effortlessly in the future. In short, every emotion word you learn is a new tool for future emotional intelligence.

People who can construct finely grained emotional experiences have advantages beyond the expected social ones. Children who broaden their knowledge of emotion words improve their academic performance as well as their social behavior, according to studies by the Yale Center for Emotional Intelligence.

This is an interesting idea. It certainly lends itself to the idea that reading a wide range of literature can do much to build our students’ vocabulary of emotional words, and thus, of an understanding of the perspectives and feelings of others.

Though if this is true, then why is it that there are those who are widely read and yet are “bookish” and awkward in social situations? Perhaps it is because they are inundated with a much richer and denser swarm of emotional signals than the common nincompoop? Or perhaps it is that there needs to be some balance of immersion in translating the vocabulary and experiences one learns from books into real social situations in order to gain fluency with navigating that greater emotional granularity.

Emotional Intelligence Needs a Rewrite, Lisa Feldman Barrett / Nautilus

Smorgasbord: Complexity, Reading, Morals, and Algorithms

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Stop wasting your time on item-analysis of standards and skills on state ELA tests, people

Tim Shanahan has some advice and candor that many principals and district leaders sorely need to hear.

“What makes the difference in reading performance isn’t practice answering certain question types, but practice in interpreting texts that are challenging–that pose barriers to meaning.

. . . The point isn’t that the standards should be ignored, but that teachers have to understand that reading comprehension tests do not/cannot measure single, separable, independent skills. These instruments provide nothing more than an overall indicator of general reading comprehension performance.”

This is the annual rigmarole that schools waste their ELA teachers’ time with at the beginning of each school year.

Stop it, folks. Just stop it. You’re not going to glean new insight about how to effectively teach literacy to your kids by doing intensive item analysis of the standards and questions on the ELA state test.

Instead, read real literature and engage your kids in learning about their world. Then you might actually have an impact.

A Spirited Reaction to One District’s Approach to Standards-Based Reading Instruction, Shanahan on Literacy

Teach morals by human example, not using cute animals

“Books that children can easily relate to increase their ability to apply the story’s lesson to their daily lives.”

But the study also notes that “The more a child attributed human characteristics to the anthropomorphic animals, the more they shared after reading the animal book.”

So as always, it’s about how the adults reading the books with children help them pay attention to and understand what’s most important.

Human Characters, Not Animals, Teach Children Best Moral Lessons, Neuroscience News

If laptops are detrimental to learning in college classrooms, then . . .

“We find that allowing any computer usage in the classroom—even with strict limitations—reduces students’ average final-exam performance by roughly one-fifth of a standard deviation.”

Should professors ban laptops?, Education Next

Bellwether reviewed NY’s ESSA plans and provides a useful critique.

NY has a strong foundation, but it’s accountability measures may be too complex for parents and the public to make sense of, as well as too vague.

An Independent Review of New York’s Draft ESSA Plan, Bellwether Education

A Friendly Reminder: Schools are Complex

“At least on paper, it is difficult to tell what separates the schools at the bottom of the list from those at the top, which cuts to the core of what makes school turnaround so difficult: nobody knows precisely what works.

‘The problem is that there is no silver bullet to turnaround interventions,’ said Priscilla Wohlstetter, a distinguished research professor at Columbia University’s Teacher College. ‘It’s a really tough thing to figure out what makes the difference in schools.’”

For $582 Million Spent on Troubled Schools, Some Gains, More Disappointments, NY Times

And school closures? Also complex

Make sure to read behind the headlines on the new CREDO study. There’s a lot of unknowns and nuance to their findings.

Matt Barnum does a nice job of drawing those out in this Chalkbeat piece.

“…the study can’t explain why closures happen more often in certain communities. For instance, if low-achieving schools with many white students are especially likely to be located in rural areas where there are fewer alternative schools, that may help explain the results.

Another explanation could be that the expansion of charter schools in high-minority areas puts additional fiscal and enrollment pressure on districts and charters — as charters expand, other schools may close as their enrollment declines.

What is clear, though, is that black and low-income students and communities are especially likely to have a school closed.”

Schools with more students of color are more likely to be shut down — and three other things to know about a big new study, Chalkbeat

A NY City Council bill could make public the algorithms that affect the public

An innovative–and some would say, long overdue, bill has been introduced in the City Council by Bronx Councilmember Vacca.

This would make the algorithm that the city uses to sort students for high school would be made transparent.

Showing the Algorithms Behind New York City Services, NY Times

Smorgasbord: NY State Test Results, Incoherency, and Teacher Shortages

NY State test results have been released: trends are positive

This year’s tests can actually be compared directly to last year’s, so inferences are slightly more valid. Statewide, ELA proficiency went up 1.9 points and math 1.1.

It will be interesting to see what narratives spring out of this. Even more interesting will be how anti-charter constituents spin the positive results from charters.

Look for all sides spinning these results in the way that suits them best.

State Education Department Releases Spring 2017 Grades 3-8 ELA and Math Assessment Results, NYSED

Speaking of measurement: How can we measure SEL?

Some interesting suggestions here from a recent design challenge:

  1. How quickly kids answer questions on an on-line test (too quickly means less self-control/engagement)
  2. Asking kids questions about a video to assess their perspective-taking abilities

Building a Modern Marshmallow Test: New Ways to Measure Social-Emotional Learning, EdWeek

It should go without saying that laptops alone do not a quality education make

You know, like, how are you actually using the laptops?

Do Laptops Help Learning? A Look At The Only Statewide School Laptop Program, NPR Ed

How we teach history depends on where we teach it

I’ve argued before that one of the biggest problems with what we teach students across our nation is that it’s completely incoherent, and we do little to nurture a collective sense of values, knowledge, and civic engagement.

Here’s that problem in action:

Virginia’s standards of learning for U.S. history to 1865 include “describing the cultural, economic and constitutional issues that divided the nation” and “explaining how the issues of states’ rights and slavery increased sectional tensions.” Alabama fifth-graders “identify causes of the Civil War from the Northern and Southern viewpoints.”

Contrast that with Delaware, where school districts set their own curriculum but a syllabus for the eighth grade suggesting what might be covered during instruction says that abolition meant that the American people could for the first time “seriously claim to be living up to their commitment to the principle of liberty rooted in the American state papers.”

In Michigan, curriculum also is decided locally, though the state’s social studies standards for the Civil War and Reconstruction in eighth grade include the instructions: “Explain the reasons (political, economic, and social) why Southern states seceded and explain the differences in the timing of secession in the Upper and Lower South.”

Civil War lessons often depend on where the classroom is, Associated Press

Teacher shortages in high needs areas, such as SPED and math, with no end in sight

One of the suggestions here for addressing this makes a lot of sense to me:

“Make teacher certification national instead of state by state. Prospective teachers must pass an exam specific to the state they want to work in. But if a teacher wants to move from, say, Pennsylvania to California, they can’t immediately apply for jobs there. By having a national certification exam, teachers would have more mobility to go where they’re needed.”

Schools throughout the country are grappling with teacher shortage, data show, CNN

One way of addressing teacher shortages in SPED: draw from the paraprofessionals

They’re already in the field. Make it easier for them to transition into teaching.

Makes sense to me. But one thing to be aware of: paras have great experience in managing behaviors and working with kids, but may not have a strong background on content.

Which is why having a strong curriculum and departmental teams that can support adaptation and implementation of that curriculum are so critical.

With principals in ‘crisis mode,’ new Washington state law taps into thousands of potential teacher recruits, Seattle Times

Mini-Smorgasbord Monday: School Choice, Nuance, and Opioids

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By Obsidian Soul (Own work) [CC BY-SA 3.0 (http://creativecommons.org/licenses/by-sa/3.0)%5D, via Wikimedia Commons

Choice is no guarantee of quality

“…a remark by a DeVos spokesperson last week — ‘the ultimate accountability for schools is whether or not parents choose to send their children there’ — should be seen as an attack on the idea that school quality matters. It’s fake accountability.”

This is an important point to bear in mind. There are some choice advocates who argue that rich parents already have choice and no one critiques or limits their choices, so why shouldn’t poor parents be able to make their own choices, misinformed or no?

While there’s rhetorical attraction to that proposition, it’s also a circular argument, since the primary reason choice advocates call for choice in the first place is because parents with only poor performing schools located near them should have access and options for higher quality schools.

Other than the hard-line free-marketeers, few choice advocates would argue for unfettered choice without adequate oversight. How about we have more arguments about the oversight itself, rather than choice as some mystical holy grail?

Cantor: When a Bounty of Options Aren’t Enough, How Poor Parents Really Practice School Choice, The 74

Should vouchers be equated with segregation? It’s complicated.

Matt Barnum brings in the nuance. Like many things in ed world, we need to avoid painting vouchers with a broad partisan brush (saying this as much to myself as to you).

And a lot of how vouchers or education savings accounts are perceived has to do with how they are framed.

“Advocates for school choice often point to the support of black and Hispanic voters. An Education Next poll found that nearly 64 percent of African-Americans and 62 percent of Hispanics — compared to 50 percent of white respondents — would back a tax credit program to fund private school tuition.

But support for private school choice programs tends to drop substantially when the word “voucher” is introduced or the use of public dollars is emphasized.”

Critics of vouchers say they’re marred by racism and exacerbate segregation. Are they right?, Chalkbeat

Scholarly nuance on charters vs. districts

“Despite some important differences, the teaching climates of charter and public schools do not match the enthusiastic expectations of proponents or the worst fears of critics.”

Please keep this guy away from rousing charter school debate, Huff Post

Speaking of scholarly nuance on charters vs. districts, check out these two longreads to broaden your nuanced perspective on charters and districts:

The Secret History of School Choice: How Progressives Got There First, James Forman in Yale Law School Legal Scholarship Repository (H/T Matt Barnum)

The Structure of Educational Revolutions, Andy Smarick in National Affairs

Charters should be able to hire uncertified teachers

Given that most ed programs haven’t exactly demonstrated a concern about outcomes and actually preparing their teachers for real classrooms, seems to me that it would make sense to allow charter schools in NY to hire uncertified teachers and train them as they see fit. Hold them accountable for the results.

And let’s be honest–the most successful charters have tightly managed structures that pair assessment, curriculum, and professional learning that could probably better prepare teachers — or send them on their way if they don’t perform.

How Teachers Are Taught, Monica Disare in The Atlantic

The difference a father can make

“My parents didn’t think I was less than my brothers because I’m a girl. My father Ziauddin says, ‘Don’t ask me what I did. Ask me what I did not do. I did not clip her wings.’ ”

Our Q&A with Malala Yousafzai, Nobel Peace Prize winner and education advocate, The Lily

Teen herd behavior channels the opioid epidemic into schools

“The 16-year-old, a student at a specialized and highly competitive public high school, says drug use runs rampant at her school.

‘I was drinking and smoking (pot) because it was accepted,’ said the teen-age girl, who asked to remain anonymous to prevent bullying at her school.”

During finals and midterm exams, she said, students pop prescription stimulants such as Adderall, Vyvanse and Ritalin to aid their studies.

‘It’s crazy,’ she said. ‘Even the kids who never use drugs want to enhance their brains, so they’re taking these drugs.’

The girl’s mother thinks the school didn’t do enough to help her daughter.

‘I still don’t understand why the school had no control over what kids are doing besides academics,’ she said tearfully.’

‘Teenagers are very hormonal and go through a lot of changes,’ [the student} explained. ‘Those emotions have nowhere to go. It’s the only way that they can get a grip on themselves and their feelings.’ ”

New York City’s opioid crisis seeps into public schools as drug counselors see uptick in student addicts, NY Daily News

Fractals, Self-Organizing Principles, and Self-Segregation

Fractals are all around us

Came across this study on planting patterns, “Fractal planting patterns yield optimal harvests, without central control” that bears some closer review.

What’s fascinating about this is that it seems to present a real-world solution to a problem commonly referred to as the “tragedy of the commons,” in which the self-interest of individuals leads to the destruction and overuse of shared natural resources.

Spatial patterning often occurs in ecosystems as a self-organizing process caused by feedback between organisms and the physical environment. “The centuries-old Balinese rice terraces are also created by feedback between farmer’s decisions and the ecology, which triggers a transition from local to global scale control,” explains Lansing. “Our model shows for the first time that adaptation in a coupled human-natural system can trigger self-organized criticality.”

This is absolutely fascinating, and it’s interesting to consider this in relation to other ideas on a “self-organizing criticality” that we’ve explored here before, such as in brains and sand piles.

For proponents of ed reform who argue against centralized control, this seems like it could be worth digging into further.

The aspect of fractals here is also tantalizing. After chatting with a colleague about the article, he referred me to Ron Eglash, a mathematician who has studied fractals in African history and culture. Do yourself a favor and watch his TED talk, it will blow your mind.

Eglash raising an interesting point about self-organizing principles: they can be wonderful, as in Google search, or our brains. But there is also a dark side, such as in the spread of HIV or the damaging effects of capitalism. He suggests that the fractal algorithms employed in Africa could present us with “robust” “ways of doing self-organization — of doing entrepreneurship — that are gentle, that are egalitarian.”

I’d love to explore more about how the fractal design of school structures and systems could be utilized for a productive purpose. Please share if you’ve got more on this.

Another interesting angle on the Balinese rice farmers is suggested in an earlier study reported also on Phys.org, “Phase transitions of rice farmers may offer insight into managing natural resources.

Their study and modeling seems to suggest that smaller self-segregated communities within a society are desirable in the long-run.

They found that the downside of the segregation is that it increases the social disharmony throughout the society as a whole. The upside, however, is that the social disharmony within each community becomes very low. In some communities, individuals are more likely to keep cooperating with each other—using the shared resource fairly—compared to the situation without segregation. These results were very similar to what the researchers observed in the segregated society of the Balinese subak.

This seems to be a dark side unmentioned in the more recent study on how the Balinese farmers exemplify a self-organizing society in harmony with nature. Or perhaps this isn’t a dark side — it’s a suggestion that some self-segregation can be positive.

But I don’t know anything about the Balinese subak, either, so not sure how much to read into this. Certainly worth going deeper into this. If any readers have knowledge of African fractal algorithms or Balinese subaks, please share!

A complex system is defined by system-level goals, not only by the movement of its parts

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.”

https://www.wired.com/story/new-math-untangles-the-mysterious-nature-of-causality-consciousness/

Living in tune with nature isn’t about being happy

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.

But in this interview on Wired with the writer of The Nature Fix, Florence Williams, something stood out to me as problematic in how we often approach this natural buzz:

“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.

https://www.wired.com/2017/03/spend-5-percent-day-outside/