Bullying Through the Eyes of a Student Artist

April 14, 2017


Kayla Muchnick, a 7th grade student from Woodmere, N.Y., shares her interpretation of student bullying, which she submitted to Education Week Commentary:

I drew this because it felt like an interesting topic that everyone can relate to. Who hasn’t been bullied or seen it happen at some point in their life? If people see this drawing and think more about the destructive feelings bullying can cause, then maybe more people will stand up against it.

How Kids Learn Better By Taking Frequent Breaks Throughout The Day



Excerpted from Teach Like Finland: 33 Simple Strategies For Joyful Classrooms (c) 2017 by Timothy D. Walker. Used with permission of the publisher, W. W. Norton. 

Schedule brain breaks

Like a zombie, Sami*—one of my fifth graders—lumbered over to me and hissed, “I think I’m going to explode! I’m not used to this schedule.” And I believed him. An angry red rash was starting to form on his forehead.

Yikes, I thought, what a way to begin my first year of teaching in Finland. It was only the third day of school, and I was already pushing a student to the breaking point. When I took him aside, I quickly discovered why he was so upset.

Throughout this first week of school, I had gotten creative with my fifth grade timetable. If you recall, students in Finland normally take a fifteen-minute break for every forty-five minutes of instruction. During a typical break, the children head outside to play and socialize with friends.

I didn’t see the point of these frequent pit stops. As a teacher in the United States, I’d usually spent consecutive hours with my students in the classroom. And I was trying to replicate this model in Finland. The Finnish way seemed soft, and I was convinced that kids learned better with longer stretches of instructional time. So I decided to hold my students back from their regularly scheduled break and teach two forty-five-minute lessons in a row, followed by a double break of thirty minutes. Now I knew why the red dots had appeared on Sami’s forehead.

Come to think of it, I wasn’t sure if the American approach had ever worked very well. My students in the States had always seemed to drag their feet after about forty-five minutes in the classroom. But they’d never thought of revolting like this shrimpy Finnish fifth grader, who was digging in his heels on the third day of school. At that moment, I decided to embrace the Finnish model of taking breaks.

Once I incorporated these short recesses into our timetable, I no longer saw feet-dragging, zombie-like kids in my classroom. Throughout the school year, my Finnish students would, without fail, enter the classroom with a bounce in their steps after a fifteen-minute break. And most important, they were more focused during lessons.

At first I was convinced that I had made a groundbreaking discovery: frequent breaks kept students fresh throughout the day. But then I remembered that Finns have known this for years—they’ve been providing breaks to their students since the 1960s.

Teach Like Finland

In my quest to understand the value of the Finnish practice, I stumbled upon the work of Anthony Pellegrini, author of the book Recess: Its Role in Education and Development and emeritus professor of educational psychology at the University of Minnesota—who has praised this approach for more than a decade. In East Asia, where many primary schools provide their students with a ten-minute break after about forty minutes of classroom instruction, Pellegrini observed the same phenomenon that I had witnessed at my Finnish school. After these shorter recesses, students appeared to be more focused in the classroom (Pellegrini, 2005).

Not satisfied with anecdotal evidence alone, Pellegrini and his colleagues ran a series of experiments at a U.S. public elementary school to explore the relationship between recess timing and attentiveness in the classroom. In every one of the experiments, students were more attentive after a break than before a break. They also found that the children were less focused when the timing of the break was delayed—or in other words, when the lesson dragged on (Pellegrini, 2005).

In Finland, primary school teachers seem to know this intuitively. They send kids outside—rain or shine—for their frequent recesses. And the children get to decide how they spend their break times.

Although I favor the Finnish model, I realize that unleashing fifth graders on the playground every hour would be a huge shift for most schools. According to Pellegrini, breaks don’t have to be held outdoors to be beneficial. In one of his experiments at a public elementary school, the children had their recess times inside the school, and the results matched those of other experiments where they took their breaks outside: after their breaks, the students were more focused in class (Pellegrini, 2005).

What I realized in Finland, with the help of a flustered fifth grader, is that once I started to see a break as a strategy to maximize learning, I stopped feeling guilty about shortening classroom instruction. Pellegrini’s findings confirm that frequent breaks boost attentiveness in class. With this in mind, we no longer need to fear that students won’t learn what they need to learn if we let them disconnect from their work several times throughout the school day.

The year before I arrived in Helsinki, the American researcher and kinesiologist Debbie Rhea visited Finnish schools, and she, too, was inspired by their frequent fifteen-minute breaks. When she returned to the States, she piloted a study to evaluate the learning benefits of a Finland-inspired schedule with multiple recesses throughout the school day (Turner, 2013).

Today, Rhea’s research project is up and running in a handful of American schools in several states, and so far the early results have been promising. Educators at Eagle Mountain Elementary School in Fort Worth, Texas, report a significant change in their students, who receive four fifteen-minute breaks each day; for example, they are more focused, and they are not tattling as often. One first grade teacher even noticed that her students are no longer chewing on pencils (Connelly, 2016).

Rhea’s research is exciting, and it seems like the national interest in bringing more breaks to American schools is high. However, while the tide might be changing in American education, many U.S. teachers and students lack the freedom to imitate the Finnish model. Thankfully, any classroom, even non-Finnish ones, can tap into the benefits of taking multiple breaks throughout each day.

Author Timothy Walker
Author Timothy Walker (David Popa)

Initially, I thought that the true value of Finnish-style breaks is related to free play, but I no longer hold this view. I’ve concluded that the primary benefit of Finnish breaks is in the way it keeps kids focused by refreshing their brains. Daniel Levitin, professor of psychology, behavioral neuroscience, and music at McGill University, believes that giving the brain time to rest, through regular breaks, leads to greater productivity and creativity. “You need to give your brain time to consolidate all the information that’s come in,” he said in an interview for the education blog MindShift (Schwartz, 2014). But even without scheduled breaks at school, the mind rests naturally through daydreaming, which “allows you to refresh and release all those neural circuits that get all bound up when you’re focused,” said Levitin. “Children shouldn’t be overly scheduled. They should have blocks of time to promote spontaneity and creativity” (Schwartz, 2014).

There are different ways of offering little brain breaks, which I describe below, but one of the most important things to remember is that they need to happen regularly to benefit our students. In other words, it’s wise to schedule them throughout the day. A good start, perhaps, would be thinking about offering a whole-group brain break for every forty-five minutes of classroom instruction—just like many Finnish teachers. But even that timing could be too infrequent for your students. What’s important is that you watch your students carefully. If they seem to be dragging their feet before the forty-five-minute mark, it would seem beneficial to offer a brain break right away.

Timothy D. Walker is an American teacher and writer living in Finland. He has written extensively about his experiences for Education Week Teacher, Educational Leadership, and on his blog, Taught by Finland. While working at a Helsinki public school, he completed his teaching practicum and received his master’s degree in elementary education from the United States. He is a contributing writer on education issues for The Atlantic.

*The names used for students in this book are pseudonyms.

Young Adult Novels That Teach a Growth Mindset


Use these novels to teach learning from loss and overcoming adversity to your middle schoolers and high school freshmen.

Heroes in books and movies captivate kids, many of whom could teach a master class on these characters. The fresh perspective teachers can offer is how students themselves can and should be heroes.

As advocates of growth mindset, we can teach children that heroism does not require obsession with perfection or product. We should show students that we also value process and progress. Heroic stories can help: They teach students about mitigating mistakes, learning from loss, and overcoming adversity, all of which are key elements of growth mindset.

The following books feature protagonists of diverse backgrounds and races, many of whom reappear in compelling sequels that reinforce the initial lessons and keep students hungry for more. While these young adult books are typically middle school level, their resonant subject matter, complex characters, profound themes, vivid vocabulary, and historical contexts make them suitable as enriched reading for elementary students and as a bridge for high school freshmen.

Don’t let the youth of the protagonists fool you: All of these books are worthy of serious study—and they invite multiple readings.


Kenny from The Watsons Go to Birmingham—1963 by Christopher Paul Curtis: Ten-year-old Kenny is tormented by school bullies and his brother Byron, but when a family trip to the segregated South turns tragic, it is Byron who rescues his brother from trauma. Byron gently coaxes Kenny to reconcile with the monsters and angels that nearly destroy him. As Kenny makes peace with life’s joys and cruelties, readers realize that giving up is not an option.

Karana from Island of the Blue Dolphins by Scott O’Dell: After the massacre of her father and many other members of their island tribe, an orphaned young girl is abandoned for 18 years when the remainder of the tribe departs for the mainland. Karana endures and even thrives by embracing enemies, both animal and human. This profound, beautiful story about the power of forgiveness and the triumph of the human spirit spurs students to summon their inner strength in the face of despair and desolation.

Brian from the Hatchet series by Gary Paulsen: Brian enlists grit, guts, and the grandeur of nature to come to grips with himself, his parents’ divorce, and the harsh wilderness. Equal parts adventure and introspection, these stories promote inner and outer harmony, emboldening students to appreciate what they have and proving just how resilient humans can be.


Katie from Kira-Kira by Cynthia Kadohata: When a move to 1950s Georgia separates her family from their Japanese community, Katie survives the stigma of bigotry with the help of her beloved, optimistic sister, Lynn. Lynn’s untimely death leaves Katie heartbroken, but she musters self-reliance and in turn becomes an inspiration to others. Katie’s family honors Lynn’s legacy, reminding readers to cherish hope even in the toughest of times.

Matteo from The House of the Scorpion novels by Nancy Farmer: While trapped in the savage country of Opium, Matt realizes that he is actually the clone of the evil drug lord El Patrón. Matt claims his own identity by recognizing that choices, confidence, and adapting to change create true character.

Cassie from the Roll of Thunder, Hear My Cry saga by Mildred D. Taylor: The Logans cling to their land and little victories amid poverty and prejudice in 1930s Mississippi. Although Mama strives to shield her children from the pain of racism, Cassie grows up fast as the seeds of the civil rights movement are planted in her family farm. Students will struggle with the hard choice between standing down and standing up for yourself.


Stanley from Holes and Armpit from Small Stepsby Louis Sachar: Sentenced to hard labor for a crime he didn’t commit, Stanley digs deep into a family curse that turns to fortune. This intricate, ingenious tale of friendship and fortitude will provoke debate about how much control we have over fate. Stanley and Armpit, the protagonist of Holes’ sequel, embody the pluck and persistence of growth mindset.

Meg from the A Wrinkle in Time books by Madeleine L’Engle: Swept into a strange, scary new dimension on a desperate search to save her father and brother, Meg summons the supremacy of love to win the day. Alternately harrowing and heartwarming, the book reminds readers that the only way to defeat darkness is with the light inside us all.

The Heroic Challenge

Being heroic can mean simply showing ourselves and others the best of what humans have to offer. We should cultivate and celebrate the hero living in each of us. Teachers can assist in this noble quest by supporting students in finding what is special about them (and each other!) and in nurturing the singular gift that only they can heroically share with the world.

Once students can identify positive, productive qualities in others—first in books and media, then in friends and family—they soon recognize and develop those same positive attributes in themselves. Teachers who attend to the whole child understand how social-emotional-soulful learning directly impacts student success and satisfaction and actively encourage their students to become role models in their own right.

The Way We Teach Math Is Holding Women Back


March 29, 2017

A Stanford math professor encourages a different teaching approach

First Daughter Ivanka Trump and Education Secretary Betsy DeVos toured the National Air and Space Museum with a group of middle school students Tuesday, encouraging girls to pursue careers in science, technology, engineering and mathematics — even while President Donald Trump’s administration put forth a budget proposal that suggests cutting funding for education and research. There is nothing more important than advancing the STEM fields — and those groups who are underrepresented within them.

One area in desperate need of examination is the way we teach mathematics. Many Americans suffer from misconceptions about math. They think people are either born with a “math brain” or not — an idea that has been disproven — and that mathematics is all numbers, procedures and speedy thinking. In reality, mathematicians spend most of their working lives thinking slowly and deeply, investigating complex patterns in multiple dimensions. We sacrifice many people — women and students of color, in particular — at the altar of these myths about math.

Math is a prerequisite for most STEM fields, and the reason many students abandon STEM careers. In higher levels of mathematics, gender imbalances persist: In 2015, about 76% of math doctorates were awarded to men. This figure should prompt alarm in mathematics departments across the country — and encourage focus on an area that is shockingly neglected in discussions of equity: teaching methods in classrooms.

At Stanford University, I teach some of the country’s highest achievers. But when they enter fast-paced lecture halls, even those who were successful in high school mathematics start to think they’re not good enough. One of my undergraduates described the panic she felt when trying to keep pace with a professor: “The material felt like it was flying over my head,” she wrote. “It was like I was watching a lecture at 2x or 3x speed and there was no way to pause or replay it.” She described her fear of failure as “crippling.” This student questioned her intelligence and started to rethink whether she belonged in the field of math at all.

Research tells us that lecturers typically speak at between 100 and 125 words a minute, but students can take note of only about 20 words a minute, often leaving them feeling frustrated and defeated. “I’ve essentially given up in my math class right now,” another student of mine wrote. “In such a fast-paced environment where information is constantly coming at you, there just isn’t time to think deeply about what you are learning.”

The irony of the widespread emphasis on speed in math classrooms, with damaging timed tests given to students from an early age, is that some of the world’s most successful mathematicians describe themselves as slow thinkers. In his autobiography, Laurent Schwartz, winner of the world’s highest award in mathematics, described feeling “stupid” in school because he was a slow thinker. “I was always deeply uncertain about my own intellectual capacity; I thought I was unintelligent,” he wrote. “And it is true that I was, and still am, rather slow. I need time to seize things because I always need to understand them fully.”

When students struggle in speed-driven math classes, they often believe the problem lies within themselves, not realizing that fast-paced lecturing is a faulty teaching method. The students most likely to internalize the problem are women and students of color. This is one of the main reasons that these students choose not to go forward in mathematics and other STEM subjects, and likely why a study found that in 2011, 74% of the STEM workforce was male and 71% was white.

Women are just as capable as men of working at high speed, of course, but I’ve found in my own research that they are more likely to reject subjects that do not give access to deep understanding. The deep understanding that women seek, and are often denied, is exactly what we need to encourage in students of mathematics. I have taught many deep, slow thinkers in mathematics classes over the years. Often, but not always, they are women, and many decide they cannot succeed in mathematics. But when the message about mathematics has changed to emphasize slower, deeper processing, I’ve seen many of these women go on to excel in STEM careers.

When mathematics classes become places where students explore ideas, more often than they watch procedures being rapidly demonstrated by a teacher or professor, we will start to liberate students from feelings of inadequacy. In a recent summer camp with 81 middle school students, we taught mathematics through open, creative lessons to demonstrate how mathematics is about thinking deeply, rather than calculating quickly. After 18 lessons, the students improved their mathematics achievement on standardized tests by an average of 50%, the equivalent of 1.6 years of school. If classrooms across the country would dispel the myths about math and teach differently, we would improve the lives of many students and enable the creation of a more diverse STEM workforce. It will take a generation of young, creative, adaptable and quantitative thinkers to tackle our society’s problems — thinkers that we are currently turning away from mathematics classrooms and lecture halls in droves.

Jo Boaler is a Stanford professor, co-founder of youcubed.org and author of best-selling book, Mathematical Mindsets: Unleashing Students’ Potential through Creative Math, Inspiring Messages and Innovative Teaching.

Will Technology Make My Kid Fat, Dumb, and Mean?

Debunking the most common media myths and truths with real research and practical advice. By Sierra Filucci
Will Technology Make My Kid Fat, Dumb, and Mean?

Parents have a lot of responsibility. Mainly, keep the kid alive. Next, try to raise a decent human being. And the messages about media and tech start almost from the moment they’re born: TV will rot your kid’s brain! Video games are evil! Kids don’t know how to have conversations anymore! It all boils down to the idea that too much media and tech will ruin your kid — or make them fat, dumb, and mean. But obviously that’s an oversimplification. The truth is more complicated — and a lot less scary.

Here we break down the scariest media and tech rumors and give you some solid research and simple, no-stress advice.

Rumor: TV rots kids’ brains.
Research says
: No credible research exists that says screens cause any sort of damage to the brain. It’s pretty clear, though, that having a TV on in the background isn’t good for little kids. It’s been shown to reduce the amount of time kids play and the quality of that play. It also seems to be related to less parent-child talk and interaction, which can have a negative impact on kids’ language development. Television in the bedroom is also a no-no; research shows it affects the quality and amount of sleep kids get, which can affect learning, among other things.

Advice: Turn off the TV unless you’re actively watching it. And keep it out of sleeping areas. Play music — perhaps wordless — if you want some background noise. And set aside time each day, if possible, to actively play with little kids.

Rumor: Watching TV or playing video games makes kids fat.
Research says
: Some research suggests a connection between watching TV and an increased body mass index. But the numbers seem to point to this being a result of kids being exposed to food advertising, not necessarily being couch potatoes.

Advice: Avoid commercials by using a DVR or choosing videos without ads. Also, teach kids to recognize advertisers’ tricks and marketing techniques, so when they see ads, they can evaluate them critically. Make sure kids get exercise every day, either at school or home. If kids can’t spend time outdoors, find ways to be physically active indoors (create obstacle courses; do kid “boot camps”) and choose active video games or find fun exercise apps or TV shows to enjoy together or for kids to enjoy on their own.

Rumor: Cell phone radiation causes cancer.
Research says
: Lots of studies have been done, and the results are inconclusive. The research community is still investigating, but there is still no indication that cell phones cause cancer in humans.

Advice: Kids don’t talk on their phones very much — they’re more likely to text or use apps — so even if there were a credible connection between the radio waves emitted from phones and damage to the brain, most kids would be at little risk. If you want to be extra cautious, make sure they aren’t sleeping with their phones under their pillows (not a good idea anyway!).

Rumor: Kids use the internet/their phones too much — they’re addicted!
Research says
: While plenty of research has been done to try to figure this out, the results are still pretty inconclusive, especially for kids. Certainly, studies show that kids feel addicted, but whether many are experiencing the symptoms of true addiction — interference with daily life, needing more to achieve the same feeling — is still up for debate. Also, no one has defined what “too much” time is.

Advice: Build as much balance into kids’ days and weeks as possible. That means aiming for a mix of screen and non-screen time that includes time with family and friends, reading, exercising, chores, outdoor play, and creative time. If kids seem to be suffering in some area — at school, with friends, with behavior at home — take a look at her daily and weekly activities and adjust accordingly.

Rumor: Violent video games make kids violent.
Research says
: Heavy exposure to violent media can be a risk factor for violent behavior, according to some — but not all — studies. Children who are exposed to multiple risk factors — including substance abuse, aggression, and conflict at home — and who consume violent media are more likely to behave aggressively.

Advice: Avoid games that are age-inappropriate, especially ones that combine violence with sex. Make media choices that reflect your family’s values; that can mean choosing nonviolent games, limiting the amount of time kids can play certain games, or playing along with kids to help guide them through iffy stuff. Also, as much as possible, limit other risk factors of aggression in kids’ lives.

Rumor: Kids don’t know how to have face-to-face conversations anymore.
Research says
: Studies on this topic haven’t focused on kids yet, but that data is surely on the horizon. What we know says that many older adults think devices harm conversations, but younger adults aren’t as bothered. A couple studies have also found that the absence of devices (at summer camps or during one-on-one conversations) can inspire emotional awareness. What that means about the ability to have a conversation is unclear.

Advice: Make sure kids get experience having face-to-face conversations with family members, friends, and others, such as teachers, coaches, or clergy. Teach kids proper etiquette, including not staring at a phone while someone else is talking. Model the behavior you want to see. But also accept that digital communication is here to stay. Embrace it and use it with your kid. And don’t criticize kids for using it appropriately, even if it’s not your preferred method of communication.

About Sierra Filucci

Sierra has been writing and editing professionally for more than a decade, with a special interest in women’s and family subjects. She has a master’s degree in journalism from the University of California at Berkeley…. Read mor

The Real Reason Black Kids Benefit From Black Teachers


CreditK. L. Ricks

For black students, having even one black teacher can make a huge difference. That’s the conclusion of a new study, which found that that black boys who had a black teacher during their elementary school years were less likely to drop out of high school. It also linked the presence of black teachers to kids’ expectations of attending college.

I wasn’t surprised to hear this. I’m one of a small fraction of black teachers in my district. I know that, as much as many would like to think that good intentions and talent are the only important qualities for educators, students respond differently to teachers whom they can relate to.

The week before the study was released, I showed my ninth graders a film about Kalief Browder, a black teenager who was arrested at age 16 for allegedly stealing a backpack, spent three years on Rikers Island without being convicted of a crime and died by suicide after his release. I was moved by the impassioned mini-essays about police brutality and stop-and-frisk my students produced and the honest experiences they shared. I realized it’s not just that my students live these topics every day. It’s also that they are teenagers who have seen me interact with law enforcement during our trips off campus. They trusted me because they knew I lived them as well.

The fact that my skin color matches that of my students doesn’t give me any superpowers as an educator. But it does give me the ability to see them in a way that’s untarnished by the stereotypes, biases and cultural disconnects that fuel inequality and injustice — like the outlook that made Trayvon Martin, carrying Skittles, appear dangerously suspicious to the man who took his life. Like the assumptions that studies show make people see black boys as less innocent than their white peers.

I’m connected to them because of our shared racial identity. But it’s more than that: I’m familiar with the world they inhabit. I can see their charms and challenges, without the filters of “minority” or “urban” or “at risk.” And I show them, through the pizza I order for their birthdays. Through the full days without schoolwork that I offer them from time to time because life is hard and we all need a break. Through teenage comedy that I laugh at with them, before reminding them not to make said jokes in certain settings. Through the pictures of my wife I show them — my wife, who looks like us.

To be clear, many of my nonblack colleagues see our kids’ incredible potential just as I do and are powerful advocates for them. The ability to treat students like people and love the mess out of them doesn’t rely directly on race.

Still, we live in a world of zero-tolerance policies, where students are kicked out of class for the “insubordination” of refusing to move to a different desk or for drinking juice, and where everyday misbehavior can elicit a call to the authorities. I find myself wondering, have the adults responsible never wanted to sit near their friends? Did they not drink juice in high school? Can they not see younger versions of themselves in our kids?

Black students need teachers who understand that they’re capable of the full range of anxieties and insecurities, greatness and success, hilarious moments and generous surprises. The amount of melanin in my skin is neither necessary nor sufficient for this: It’s not a magic formula. But I can remember a time when I looked and sounded like my students. That helps me see myself in them, and all they’re capable of. I hope they can see themselves in me.

Learning to Think Like a Computer


A kindergartner organizes blocks into a sequence of commands at the Eliot-Pearson Children’s School at Tufts University. CreditCharlie Mahoney for The New York Times

In “The Beauty and Joy of Computing,” the course he helped conceive for nonmajors at the University of California, Berkeley, Daniel Garcia explains an all-important concept in computer science — abstraction — in terms of milkshakes.

“There is a reason when you go to the ‘Joy of Cooking’ and you want to make a strawberry milkshake, you don’t look under ‘strawberry milkshake,’ ” he said. Rather, there is a recipe for milkshakes that instructs you to add ice cream, milk and fruit of your choice. While earlier cookbooks may have had separate recipes for strawberry milkshakes, raspberry milkshakes and boysenberry milkshakes, eventually, he imagines, someone said, “Why don’t we collapse that into one milkshake recipe?”

“The idea of abstraction,” he said, “is to hide the details.” It requires recognizing patterns and distilling complexity into a precise, clear summary. It’s like the countdown to a space launch that runs through a checklist — life support, fuel, payload — in which each check represents perhaps 100 checks that have been performed.

Concealing layers of information makes it possible to get at the intersections of things, improving aspects of a complicated system without understanding and grappling with each part. Abstraction allows advances without redesigning from scratch.

It is a cool and useful idea that, along with other cool and useful computer science ideas, has people itching to know more. It’s obvious that computers have become indispensable problem-solving partners, not to mention personal companions. But it’s suddenly not enough to be a fluent user of software interfaces. Understanding what lies behind the computer’s seeming magic now seems crucial. In particular, “computational thinking” is captivating educators, from kindergarten teachers to college professors, offering a new language and orientation to tackle problems in other areas of life.

This promise — as well as a job market hungry for coding — has fed enrollments in classes like the one at Berkeley, taken by 500 students a year. Since 2011, the number of computer science majors has more than doubled, according to the Computing Research Association. At Stanford, Princeton and Tufts, computer science is now the most popular major. More striking, though, is the appeal among nonmajors. Between 2005 and 2015, enrollment of nonmajors in introductory, mid- and upper-level computer science courses grew by 177 percent, 251 percent and 143 percent, respectively.

In the fall, the College Board introduced a new Advanced Placement course, Computer Science Principles, focused not on learning to code but on using code to solve problems. And WGBH, the PBS station in Boston, is using National Science Foundation money to help develop a program for 3- to 5-year-olds in which four cartoon monkeys get into scrapes and then “get out of the messes by applying computational thinking,” said Marisa Wolsky, executive producer of children’s media. “We see it as a groundbreaking curriculum that is not being done yet.”

Computational thinking is not new. Seymour Papert, a pioneer in artificial intelligence and an M.I.T. professor, used the term in 1980 to envision how children could use computers to learn. But Jeannette M. Wing, in charge of basic research at Microsoft and former professor at Carnegie Mellon, gets credit for making it fashionable. In 2006, on the heels of the dot-com bust and plunging computer science enrollments, Dr. Wing wrote a trade journal piece, “Computational Thinking.” It was intended as a salve for a struggling field.

“Things were so bad that some universities were thinking of closing down computer science departments,” she recalled. Some now consider her article a manifesto for embracing a computing mind-set.

Like any big idea, there is disagreement about computational thinking — its broad usefulness as well as what fits in the circle. Skills typically include recognizing patterns and sequences, creating algorithms, devising tests for finding and fixing errors, reducing the general to the precise and expanding the precise to the general.

It requires reframing research, said Shriram Krishnamurthi, a computer science professor at Brown, so that “instead of formulating a question to a human being, I formulate a question to a data set.” For example, instead of asking if the media is biased toward liberals, pose the question as: Are liberals identified as liberal in major newspapers more often or less often than conservatives are identified as conservative?

Dr. Krishnamurthi helped create “Introduction to Computation for the Humanities and Social Sciences” more than a decade ago because he wanted students “early in their undergrad careers to learn a new mode of thinking that they could take back to their discipline.” Capped at 20 students, the course now has a waitlist of more than 100.

Just as Charles Darwin’s theory of evolution is drafted to explain politics and business, Dr. Wing argued for broad use of computer ideas. And not just for work. Applying computational thinking, “we can improve the efficiencies of our daily lives,” she said in an interview, “and make ourselves a little less stressed out.”


In his computer science course for nonmajors at the University of California, Berkeley, Dan Garcia wants students to understand why computers are “not magical.” In this exercise, students sort a deck of shuffled cards into ordered suits while being timed. They sort solo, then in pairs, then fours, then eights. But more people don’t always make it go faster. Amdahl’s law offers an equation to show that even with many computers tackling a problem, the time to complete the task does not decrease linearly. There are bottlenecks.CreditJim Wilson/The New York Times

Computing practices like reformulating tough problems into ones we know how to solve, seeing trade-offs between time and space, and pipelining (allowing the next action in line to begin before the first completes the sequence) have many applications, she said.

Consider the buffet line. “When you go to a lunch buffet, you see the forks and knives are the first station,” she said. “I find that very annoying. They should be last. You shouldn’t have to balance your plate while you have your fork and knife.” Dr. Wing, who equates a child filling her backpack to caching (how computers retrieve and store information needed later), sees the buffet’s inefficiency as a failure to apply logical thinking and sequencing.

Computational thinking, she said, can aid a basic task like planning a trip — breaking it into booking flights, hotels, car rental — or be used “for something as complicated as health care or policy decision-making.” Identifying subproblems and describing their relationship to the larger problem allows for targeted work. “Once you have well-defined interfaces,” she said, “you can ignore the complexity of the rest of the problem.”

Can computational thinking make us better at work and life? Dr. Krishnamurthi is sometimes seduced. “Before I go grocery shopping, I sort my list by aisles in the store,” he said. Sharing the list on the app Trello, his family can “bucket sort” items by aisle (pasta and oils, canned goods, then baking and spices), optimizing their path through Whole Foods. It limits backtracking and reduces spontaneous, “i.e., junk,” purchases, he said.

Despite his chosen field, Dr. Krishnamurthi worries about the current cultural tendency to view computer science knowledge as supreme, better than that gained in other fields. Right now, he said, “we are just overly intoxicated with computer science.”

It is certainly worth wondering if some applications of computational thinking are trivial, unnecessary or a Stepford Wife-like abdication of devilishly random judgment.

Alexander Torres, a senior majoring in English at Stanford, has noted how the campus’s proximity to Google has lured all but the rare student to computer science courses. He’s a holdout. But “I don’t see myself as having skills missing,” he said. In earning his degree he has practiced critical thinking, problem solving, analysis and making logical arguments. “When you are analyzing a Dickinson or Whitman or Melville, you have to unpack that language and synthesize it back.”

There is no reliable research showing that computing makes one more creative or more able to problem-solve. It won’t make you better at something unless that something is explicitly taught, said Mark Guzdial, a professor in the School of Interactive Computing at Georgia Tech who studies computing in education. “You can’t prove a negative,” he said, but in decades of research no one has found that skills automatically transfer.

Still, he added, for the same reasons people should understand biology, chemistry or physics, “it makes a lot of sense to understand computing in our lives.” Increasing numbers of people must program in their jobs, even if it’s just Microsoft Excel. “Solving problems with computers happens to all of us every day,” he said. How to make the skills available broadly is “an interesting challenge.”

“It’s like being a diplomat and learning Spanish; I feel like it’s essential,” said Greer Brigham, a Brown freshman who plans to major in political science. He’s taking the course designed by Dr. Krishnamurthi, which this term is being taught by a graduate student in robotics named Stephen Brawner.

On a March morning at the Brown computer science center, Mr. Brawner projected a student’s homework assignment on the screen. Did anyone notice a problem? Nary a humanities hand was raised. Finally, a young woman suggested “centimeters” and “kilograms” could be abbreviated. Fine, but not enough.

Mr. Brawner broke the silence and pointed out long lines of code reaching the far side of the screen. With a practiced flurry, he inserted backslashes and hit “return” repeatedly, which drew the symbols into a neat block. It may all be directions to a machine, but computer scientists care a great deal about visual elegance. As Mr. Brawner cut out repeated instructions, he shared that “whenever we define a constant, we want that at the top of our code.” He then explained the new assignment: write a program to play “rock, paper, scissors” against a computer.

Mili Mitra, a junior majoring in public policy and economics who sat with a MacBook on her lap, would not have considered this class a year ago. But seeing group research projects always being handed off to someone with computing knowledge, she decided that she “didn’t want to keep passing them along.” She has learned to write basic code and fetch data sets through the internet to analyze things she’s interested in, such as how geographic proximity shapes voting patterns in the United Nations General Assembly.

Despite finding interactions with a computer much like “explaining things to a toddler,” Ms. Mitra credits the class for instilling the habit of “going step by step and building a solution.” She admits to being an impatient learner: “I jump ahead. In C.S. you don’t have a choice. If you miss a step, you mess up everything.”

Just as children are drilled on the scientific method — turn observations into a hypothesis, design a control group, do an experiment to test your theory — the basics of working with computers is being cast as a teachable blueprint. One thing making this possible is that communicating with computers has become easier.

“Block” programming languages like Scratch, released by the M.I.T. Media Lab a decade ago, hide text strings that look like computer keys run amok. That makes coding look less scary. Instead of keyboard letters and symbols, you might select from a menu and drag a color-coded block that says “say ( ) for ( ) secs” or “play note ( ) for ( ) beats.” The colors and shapes correspond to categories like “sound” or “motion”; the blocks can be fit together like stacked puzzle pieces to order instructions. Students use this to, say, design a game.

One need not be a digital Dr. Doolittle, fluent in hard-core programming languages like Java or Python, to code. Block languages cut out the need to memorize commands, which vary depending on the computer language, because the block “is read just the way you think about it,” Dr. Garcia said. Students in his Berkeley course use the block language Snap! for assignments — he doesn’t teach Python until the last two weeks, and then just so they can take higher-level courses. “We tell them, ‘You already know how to program,’ ” he said, because the steps are the same.

Computer Science A, which teaches Java, is the fastest-growing Advanced Placement course. (The number of students taking the exam in 2016 rose 18 percent over 2015 and nearly tripled in a decade.) But professors complained that “Java was not the right way” to attract a diverse group of students, said Trevor Packer, head of the A.P. program, so a new course was developed.

The course, Computer Science Principles, is modeled on college versions for nonmajors. It lets teachers pick any coding language and has a gentler vibe. There is an exam, but students also submit projects “more similar to a studio art portfolio,” Mr. Packer said. The course covers working with data and understanding the internet and cyber security, and it teaches “transferable skills,” he said, like formulating precise questions. That’s a departure from what the College Board found in many high schools: “They were learning how to keyboard, how to use Microsoft applications.” The goal is that the new course will be offered in every high school in the country.

President Obama’s “Computer Science for All” initiative, officially launched last year, resulted in educators, lawmakers and computer science advocates spreading the gospel of coding. It also nudged more states to count computer science toward high school graduation requirements. Thirty-two states and the District of Columbia now do, up from 12 in 2013, according to Code.org. It’s what Dr. Wing had hoped for when she advocated in her 2006 article that, along with reading, writing and arithmetic “we should add computational thinking to every child’s analytical ability.”


After arranging blocks into a sequence of commands, kindergartners at the Eliot-Pearson Children’s School scanned the bar codes on the blocks into their yellow robot. It obeyed their commands.CreditCharlie Mahoney for The New York Times

In an airy kindergarten classroom at Eliot-Pearson Children’s School, in the Tufts University Department of Child Study and Human Development, children program with actual blocks. Marina Umaschi Bers, a child development and computer science professor, created wooden blocks that bear bar codes with instructions such as “forward,” “spin” and “shake” that are used to program robots — small, wheeled carts with built-in scanners — by sequencing the blocks, then scanning them. Each “program” starts with a green “begin” block and finishes with a red “end.”

Coding for the youngest students has become the trendy pedagogy, with plentiful toys and apps like Dr. Bers’s blocks. Dr. Bers, who with M.I.T. collaborators developed the block language ScratchJr, is evangelical about coding. Learning the language of machines, she said, is as basic as writing is to being proficient in a foreign language. “You are able to write a love poem, you are able to write a birthday card, you are able to use language in many expressive ways,” she said. “You are not just reading; you are producing.”

Peer-reviewed studies by Dr. Bers show that after programming the robots, youngsters are better at sequencing picture stories. Anecdotally, she said, when they ask children to list steps for brushing teeth, they get just a few, “but after being exposed to this work, they’ll have 15 or 20 steps.”

Dr. Bers embeds computing in activities familiar to young children like inventing stories, doing dances and making art. At the Tufts school on a recent morning, children puzzled over a question: How does a robot celebrate spring?

“He’s going to dance, and then he will pretend that he is wet,” offered Hallel Cohen-Goldberg, a kindergartner with a mane of curls.

Solina Gonzalez, coloring a brown, blue and red circle with markers, peered soberly through pink-framed glasses: “He just does a lollipop dance.” Solina’s partner, Oisin Stephens, fretted about the root beer lollipop drawing she had taped to a block. “The robot won’t be able to read this,” he said. (It’s an invalid input.)

As they lurched around the carpet on their knees, the children executed computer science concepts like breaking instructions into sequenced commands, testing and debugging. One team used “repeat” and “stop repeat” blocks, forming a programming “loop,” a sequence of instructions that is continually repeated until a certain condition is reached.