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Then Project Aristotle began looking at group norms – the culture of unwritten rules that guide people when they collaborate – and hit pay dirt. It turned out that two group norms were shared by virtually all of Google’s most effective teams: -   Equal air time – In teams that got the best results, members participated roughly the same amount during meetings. “As long as everyone got a chance to talk, the team did well,” said Google researcher Anita Woolley. “But if only one person or a small group spoke all the time, the collective intelligence declined.” -   Interpersonal sensitivity – Effective team members had the ability to intuit how colleagues felt by their tone of voice, facial expressions, and other nonverbal cues. The members of less-effective teams were less tuned in to their teammates’ feelings.

The behaviors that create psychological safety – conversational turn-taking and empathy – are part of the same unwritten rules we often turn to, as individuals, when we need to establish a bond. And those human bonds matter as much at work as anywhere else. In fact, they sometimes matter more.”

In the best teams, members listen to one another and show sensitivity to feelings and needs.”

He believes there are two “ubiquitous features of conventional school environments” that trigger and reinforce the psychological factors noted above, augment the disadvantages with which minority students enter school, and feed the peer pressures to disengage from schooling – all of which creates a self-reinforcing downward spiral of achievement. The two features are: -   Students being given work that is too difficult for their current academic level; -   Students getting low grades on their work rather than frequent, individualized, objective feedback.

“The hypothesis,” say Yeh, “is that the conventional school system is inadvertently structured in a way that fosters disengagement, thereby reducing effort, which depresses achievement and grades, causing demoralization, which further reduces engagement and achievement.” The process kicks in around third grade, when struggling students begin to view themselves as intellectually inferior because their grades are lower than their classmates’, contributing to decreased self-efficacy and increasing passivity; it accelerates in middle school, at which point low grades strongly correlate with eventually dropping out.

What is to be done? Yeh’s theory is that by flipping the two pernicious factors, schools can turn the downward spiral into a virtuous upward cycle of achievement. That involves: -   Adjusting task difficulty for low-performing students to an appropriate level of challenge so that if they apply effective effort, they will be successful. -   Rapid performance feedback with respect to a standard, not other students.

He cites positive research on two programs using this approach – Reading Assessment and Math Assessment – and reports on a systematic study comparing different interventions aimed at closing the achievement gap – charter schools, voucher programs, an additional year of school, various high-quality pre-school programs, full-day kindergarten, class size reduction, value-added assessment, summer school, teacher salary incentives, teacher experience, teacher PD, longer school day, computer instruction, tutoring, and school reform. Rapid assessment is dramatically more successful at raising student achievement than any of the others.

by far the most powerful and cost-effective intervention is to adjust task difficulty and provide students with prompt, objective feedback on their efforts.

“When students engage in project-based learning over the course of their time in school,” says John Larmer (Buck Institute for Education) in this article in Educational Leadership, “there’s an accumulating effect. They feel empowered. They see that they can make a difference.” In addition, they’re more likely to acquire the skills, knowledge, and dispositions needed for college and career success.

the key elements of project-based learning, carefully planned and skillfully managed by the teacher:

A challenging problem or question

Sustained inquiry

Student voice and choice

Authenticity

Reflection

Critique and revision

Public product

four ways that project-based learning can go off the rails and not fulfill its potential: -   Mistake #1: Using materials that aren’t truly project-based; beware of PBL-lite! -   Mistake #2: Providing inadequate training and support for teachers; one-shot workshops are not enough. -   Mistake #3: Over-using projects in the curriculum; basic skills can still be taught in a more conventional format. -   Mistake #4: Implementing project-based learning on an ad hoc basis; to get the long-term effect, students need to engage in high-quality projects on a regular basis through their school years.

AltSchools encourage students to dive into topics they’re passionate about, with teachers tracking everything they do using classroom video cameras and elaborate K-8 databases. The schools make a point of shaping diverse student bodies by giving scholarships to students whose parents can’t afford the $30,000-a-year tuition.

We are raising a generation that will have the sum of human knowledge at their fingertips, for every minute of their life, so clearly education needs to change to accommodate that.”

“Basically, what we have told teachers is we have hired you for your creative teacher brains, and anytime you are doing something that doesn’t require your creative teacher brain that a computer could be doing as well as or better than you, then a computer should do it.”

To a computer measuring keystrokes, a student zoning out because he’s bored is indistinguishable from one who is moved by her book to imagine a world of her own.”

“People are very focused on the algorithm. But equally important is the quality of the materials” – the clarity of the math questions and the worthiness of the readings being presented on students’ computer screens. Willingham also notes that teachers in high-tech classrooms often have to prepare two lesson plans – one that uses the technology and one for when the technology breaks down.

Hire capable, well-matched teachers. Detailed advertisements and postings are important to giving candidates a clear idea of each position, says Clement. She also recommends longer interviews with more candidates, enlisting experienced teachers to take part in interviews, and gathering information on candidates from multiple sources.

Provide continuous professional development. This should include induction that eases new teachers into the demands of the full job – orientation before classes begin, well-matched mentors through the first five years, and ongoing PD specific to rookies’ needs.

Use colleagues to provide feedback. Traditional “gotcha” teacher evaluation has rarely been helpful in supporting new teachers, says Clement. Trained mentors can provide non-evaluative feedback that really makes a difference, perhaps with a firewall between their observations and the formal evaluation process. Of course it’s important that incoming teachers know the district’s criteria for effective teaching and are familiar with how administrators will assess their work.

Understand millennials. “This generation of teachers wants to network and have input,” says Clement. Most have a strong preference for electronic interaction, and administrators and colleagues should meet young teachers where they are tech-wise and provide strong online resources.

• Provide leadership opportunities. “While many new teachers are just surviving, others actively seek an avenue to truly make a difference,” says Clement. To find fulfillment in teaching and stay in the profession, they need to get involved in meaningful roles outside their classrooms. Some possibilities: speaking at induction ceremonies and serving on a welcome committee for the newest hires; leading book study groups; taking part in social service organizations on campus; and serving on curriculum committees

students who read about scientists’ struggles, whether intellectual or personal, got better grades in science after reading the texts. The positive effect was most pronounced among students whose science grades were low before the experiment.

Another finding: both before and after reading the texts, students who had a “growth” mindset (effort, not innate talent, determines success) tended to do better in science classes than students with a “fixed” mindset.

project-based learning allows us to engage students at deeper levels, with challenging content.

Curriculum design is a perfect opportunity to include students

Students get used to giving and taking critique daily with each other and hearing it from educators as well. Their ease with it comes from practice and with the awareness that feedback isn’t the end of the process, it’s a part of improving their work.

When evaluating student work, frame feedback in terms of the learner’s goals instead of referring to the standards. “Goals are more motivating for students to hear,”

Students want projects to be integrated across subjects, not separated by discipline.

High Tech Middle Chula Vista seventh grader Ana de Almeida Amaral described an integrated humanities and math/science project, when students read Sherlock Holmes, wrote their own versions, and became experts in one aspect of forensics.

“I love when projects are integrated so you can find so many different aspects,”

Together they created a crime scene in their classroom and then taught everyone assembled about a part of the forensics process through a stop animation video.

“If teachers give broad guidelines for the project and then have students do something they’re interested in it will bring students along the whole time,” said Gramann. “Treat students like adults. If the students feel like they’re worth it they’ll act more like adults.”

“Teachers tend to give projects and benchmarks and create topics around things that students don’t really connect to.” He was adamant that learning how to connect a topic to oneself is the key to learning. “Throughout middle school you have to develop skills of how things connect to yourself,” he said.

Authentic choice is one aspect of allowing that to happen. Students on the panel described real choices they make about their education on a daily basis, from which book they’ll read in Humanities to the different topics they want to research.

“Collaborating productively is a leadership skill at this school,” said Dora Aguilar, a junior at City Arts and Tech, part of the Envision network. She says that while it can be hard, it can also be very rewarding because working with other people allows her to see the project through the eyes of her peers.

Other students talked about difficult collaborations too, emphasizing that it runs more smoothly if one group member agrees to keep everyone on track.

Wettrick encourages teachers to make their good ideas public so that others in education can learn from their examples. "It's not bragging," he says. "It's sharing best practices."

The Buck Institute for Education has produced a feedback form (6) to help audience members think through their role.

What do you want students to gain from the audience interaction?

Who's the audience for the "real-world" version?

How can technology connect students with larger audiences?

Sample Arts Integration Lesson Seeds

In Lighthouse robotics and making classes, students work on the same project for six months. They naturally encounter obstacles, develop solutions and keep working. The class also gives students some hands-on experience with concepts they’d otherwise only learn about more traditionally.

Student should stumble around a little bit noticing patterns and eventually walk away with some basics

a PLC is typically: Face to face High accountability Comprised of colleagues from a face-to-face or daily environment Comprised of peers with similar professional responsibilities

Torrey Trust defines the PLN (PDF) as "a system of interpersonal connections and resources that support informal learning.

according to multiple, peer reviewed studies, simply being in an open network instead of a closed one is the best predictor of career success . . . the further . . . you go towards a closed network, the more you repeatedly hear the same ideas, which reaffirm what you already believe. The further you go towards an open network, the more you're exposed to new ideas

PLNs are typically: Online and open More informal Open to a free flow of ideas Often welcoming to newcomers

PLNs' weaknesses are: Teachers get excited about an idea but meet resistance in their local school. Teachers have no way to share and discuss ideas with their local school. Some educators use their PLN inconsistently and have no accountability to keep learning. PLNs can be overwhelming because it seems like too much, or users can't focus. Authentic conversations can become dominated by a few loud voices. Some hashtag founders exhibit territorial behavior that limits conversation. Trolls and spammers can derail hashtag conversations.

"Blend" your school's PLC by creating an online space for it. Make this a simple place to share resources and ideas gleaned from participants' PLNs. Many teachers don't collaborate online because it's just one more thing to do. Make it simple to share. Give the less social-media-savvy educators simple options such as an email subscription to a few blogs.

Encourage educators to share ideas. Set specific goals. You can't be everywhere and do everything. Focus can achieve incredible results if you're all searching your PLNs for new ideas to tackle a troubling issue in your PLC

5. Link the online and face-to-face worlds. Administrators and others should mention the online spaces in staff meetings. Likewise, an online reflection of something said at the PLC helps show continuity. Educators should see both the online and face-to-face spaces as substantial parts of their PLC.

4. School days are short.

5. Students get a 15-minute break every 45-minutes of class.

6. There are no standardized tests.

7. Teachers are as revered as doctors.

Neither school leaders nor teachers have had a framework or vocabulary to examine grading and understand its inequities, to recognize the harms of century-old grading practices, and to identify and implement more inclusive and accurate grading.

Our current grading practices were created during the Industrial Revolution, shaped by our country’s early 20th-century cultural dynamics and demographics, and founded on beliefs about teaching, learning, and human potential that have since been thoroughly debunked and disproven.

we believed that humans were effectively motivated by extrinsic rewards and punishments—think rats taught to pull a lever by offering pellets or electrifying the cage floor—a belief that underlies teachers’ constant use of “points” to incentivize (and some might say control) student behaviors, such as coming on time to class or completing homework.

intrinsic motivation—the kind of motivation that generates creative thinking and fuels effective learning—is undermined by extrinsic rewards and punishments. In other words, our continued use of points to motivate students is demotivating them from learning.

Teachers also frequently use mathematical calculations that hide student growth and handicap students who struggle.

Averaging his performance doesn’t accurately describe his skills, and it hides all his growth and improvement.

She then sent an open invitation to any teacher who wanted to dig deeper into grading—to research, examine, and imagine ways to align grading to the school’s vision for progressive and equitable education.

Homework can be an important element of learning, but when teachers include students’ performance on that homework in the grade, they incorporate an institutional bias that rewards students with resources and impedes students without resources, effectively replicating intergenerational disparities of race and income.

Teachers use points to evaluate every action or assignment in a class, which creates pressure-cooker classrooms where no accomplishment goes unrewarded and no mistake goes unpenalized.

Effective teacher-student relationships require the opposite: a space to take risks without penalty, to disclose weaknesses without being judged, to feel safe simply knowing that you don’t have to perform perfectly every moment.

But, as many parents, teachers, and school administrators are frequently stunned to learn, many common grading practices are outdated, inaccurate, and undermine student success. In fact, many grading policies—which appear to be an objective, fair, and accurate method to describe a student’s academic performance—often increase achievement gaps by infusing grades with teachers’ implicit biases or by rewarding or punishing students based on their families’ resources.

For example, if homework is indeed an opportunity for students to practice and to make mistakes, then we can’t include their performance on that homework in their grade.

I expect you to take risks and make mistakes and to share with me your academic confusion and weaknesses without fear that your grade will be lowered because of those mistakes.

tracking each earned or forfeited point for every activity or behavior reduces teachers to point-tabulators and accountants rather than supportive mentors and guides for students’ paths to success.

the way teachers graded often contradicted the school’s commitment to academic excellence as well as equity.

Our traditional practice of grading everything students do inadvertently sows distrust, shame, and deceit—which leads to students copying homework to earn points, not suggesting an answer if it might be wrong, rote note-taking only for the notebook check—thereby weakening the teacher-student relationship qualities that support learning.

grades must be accurate, validly reflecting a student’s academic performance; bias-resistant, preventing our implicit biases and subjectivity from infecting grades; and motivational, helping students strive for academic success, persevere, accept struggles and setbacks, and gain critical life skills.

This pilot group was also trained to use more equitable grading practices, which include employing a 0–4 point scale rather than a 0–100 percentage, incorporating retakes and redos, and ensuring that grades indicate how well students actually master subject matter than whether students’ behavior or work habits gain their subjective approval.

Students were less anxious and classroom environments felt more relaxed and supportive of learning, and grade inflation decreased because teachers no longer padded grades with points for participation or homework completion.

The teachers continue to track students’ participation and homework, but have expanded how they give feedback on those nonacademic skills: for example, with student conferences or separate reports and calls to parents. The school’s grades give more accurate information about where students are in their learning, and Previna and some teachers are beginning to imagine how their report card could communicate student achievement more accurately and equitably as well.

If we can improve how we grade, we will leverage significant improvements in every aspect of teaching and learning as well as our school cultures.

The rate of students receiving As decreases, and it decreases more dramatically for students from more resourced families. Grades are no longer rewarding students for just “doing school,” which disproportionately benefits students with more privilege, but grades instead reflect students’ actual academic performance. At the same time, the rate of students receiving Ds and Fs decreases, and does so more dramatically for vulnerable and historically underserved students (African–Americans, Hispanics, and students from low-income families). Grades are less susceptible to teachers’ biases and no longer filter students for privilege. There is a statistically significant increase in the correlation between students’ teacher-assigned grades and standardized assessment scores, suggesting that teachers’ grades more accurately describe their students’ performance. This correlation is particularly strengthened for students from lower-income families, suggesting that those students were more likely to have their performance misrepresented by traditional grading practices. Teachers and students report less stressful classrooms and stronger student-teacher relationships. Teachers find that learning and implementing these grading practices improves their work as educators and has led to improved student learning.

By not correcting grading practices, schools risk undermining other initiatives aimed at improving equity and make our schools less inclusive and supportive of every student.

because poor districts had lost more ground, their progress was not nearly enough to outpace wealthier districts, widening the gulf between them.

“We seemed to have lost the urgency in this crisis,” said Karyn Lewis, who has studied pandemic learning declines for NWEA, a research and student assessment group. “It is problematic for the average kid.

“But it’s an unevenly felt recovery,” Professor Reardon said, “so the worry there is that means inequality is getting baked in.”

When looking at data available in 15 states, researchers found that in a given district — poor or rich — children across backgrounds lost similar ground, but students from richer families recovered faster.

Even when schools offered interventions to help students catch up, lower-income families might have been less able to rearrange schedules or transportation to ensure their children attended. (This is one reason experts advise scheduling tutoring during the school day, not after.)

Take Massachusetts, which has some of the nation’s best math and reading scores, but wide inequality. The recovery there was led by wealthier districts. Test scores for students in poor districts have shown little improvement, and in some cases, kept falling, leaving Massachusetts with one of the largest increases in the achievement gap.

In states like Kentucky and Tennessee that have traditionally had more middling test scores, but with less inequality, poor students have recovered remarkably well.