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SPOTLIGHT
CONTENTS
2 Striking a Balance on Early Rigor
4 Can Critical Thinking Be Too Critical?
5 Research Shows Benefits of ‘Deeper
Learning’ Approach
COMMENTARY
6 Teachers as Critical Thinkers
7 Art Matters: We Know, We Measured It
8 Six Categories of Deeper Learning Skillsfor Education Leaders
9 How to Teach for Deeper Learning?An International Survey Provides Insights
2015
CRITICAL THINKING
i S t
k
h
t
/ G
t t
Editor’s Note: As schools strive to improvestudent outcomes, educators are working tocreate opportunities for critical thinking. In thisSpotlight, read about the merits and challengesof critical thinking in class discussions, learn howrigor breeds academically and socially engagedstudents, and hear how teachers are buildingskills to promote deeper learning.
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2EDUCATION WEEK SPOTLIGHT ON CRITICAL THINKING edweek.org
By Sarah D. Sparks
T he push for earlier and more aca-demically rigorous preschool for 3- to5-year-olds comes during somethingof an Enlightenment explosion in
the research. Fields such as psychology and
neuroscience are showing that young chil-dren can understand and benefit from deep
learning at the beginning of their lives. Yet early-childhood researchers caution that
the same studies showing what pupils are ca-pable of also suggest that efforts to push downelementary-style instruction to preschoolcould undermine the exact cognitive develop-ment educators hope to build up.
“Over the last 15 years, there’s been a tre-mendous revolution in the way we see veryyoung children,” said Allison Gopnik, a pro-fessor of psychology at the University of Cali-
fornia, Berkeley, and a co-author of the 1999book, The Scientist in the Crib: What Early Learning Tells Us About the Mind. “They are
learning in very sophisticated ways, playingin ways that help them find information. It’snot just that children are defective grown-ups;when you look at children’s brains, they reallyseem to be designed to learn in this way.”
Measuring Learning
At the time Craig T. Ramey started workingon the now-famous ongoing Carolina Abece-darian Project preschool study in North Caro-lina in 1972, “there was a real suspicion thatthe environment really didn’t matter much aslong as the kid had been fed regularly and notphysically abused.”
Most educators and researchers followed themodel put forth by Jean Piaget, a Swiss devel-opmental psychologist who helped found mod-ern child psychology. Piaget studied childrenthrough direct questioning and observationand determined those younger than schoolage were incapable of reason.
“How children learn hasn’t changed verymuch” since Piaget’s work gained wide Ameri-can prominence in the 1960s, said Mr. Ramey,a professor and distinguished research scholarat Virginia Tech Carilion Research Institutein Roanoke. “What we know about how theylearn has changed a good bit. Children are
learning all the time from early infancy; wehave just been too ham-handed to see it.”
As researchers move instead to measuringhow babies and children pay attention, react,and solve problems—“letting them answer intheir own language, rather than ours,” as Ms.Gopnik puts it—they have identified exten-sive, complex thought in infants and youngchildren.
In fact, a new wave of research suggests the very traits educators are desperately tryingto cultivate in high school graduates—criticalreasoning, lateral thinking, creativity, autono-mous learning, and a host of other “college-and career-ready” skills—are not just presentbut the natural learning mechanism of youngchildren.
In a 2014 study, Ms. Gopnik and her col-leagues found that 4- and 5-year-olds werebetter than adults at recognizing when anevent depended on multiple, related causesrather than a direct line of causation. Pre-schoolers were more open to evaluating all
evidence, even that with unlikely or unusualconnections, while adults tended to fall backon their established modes of reasoning.
That’s the kind of insight required to under-stand how the interplay of high blood pressureand genetics can lead to a heart attack—orhow an early strength in critical thinkingcould combine with access to strong content inmiddle school to make a student more likely tograduate from high school.
Programs in Focus
At the same time, researchers and educatorsare starting to take a more-nuanced look at
how early-childhood programs should work.“What we’re seeing is like a tsunami of
research on the science of learning at earlyages,” said Kathy Hirsh-Pasek, a distin-guished faculty fellow in psychology at TempleUniversity in Philadelphia. “Instead of saying,‘Oh gosh, kids are behind by age 3 or 4,’ weknow what curricular pieces are missing andwhat we need to focus on.”
Those in the field have more than a half-century of programmatic research to draw on.Federal Head Start and Early Head Start pro-grams improved the health of children in pov-erty, but results have varied from site to site.
Small-scale, but highly intensive, programslike the Abecedarian preschool study and the
Perry Preschool Project in Michigan haveshown significant improvement in academicsand quality of life over decades, but have beenharder to replicate in larger populations. Anda host of state, local, and private preschoolprograms have shown varying effects.
Critics have pointed out that many pro-
grams, even highly intensive ones, showfading effects as students grow up. In part,that may be because the range of “normal” iswider in earlier grades, Mr. Ramey said. Some4-year-old preschoolers may act more like7-year-olds, while others may appear closerto 2, depending on their background, devel-opmental trajectory, and how much exposurethey have had to academic settings. But thesedifferences often smooth out as students age.
Moreover, “preschool is not a vaccination,”said Barbara T. Bowman, a professor in childdevelopment and a co-founder of the Erik-son Institute, a graduate school in Chicago
specializing in early-childhood-developmentstudies and named for the developmental psy-chologist, Erik Erikson. “If you don’t have a
very good kindergarten program, by 1st gradeyou’ve lost your benefit. Unless they are build-ing on that prior learning, why would they beany smarter? Preschool builds a foundation,but you have to keep teaching them.”
Tomoko Wakabayashi, the current direc-tor of the Ypsilanti, Mich.-based center thatlaunched the landmark Perry PreschoolProject, a study of an intensive early-childeducation program, argued that research onpreschool and early-childhood education musttake the long view—as the Perry Project did—
because many of the benefits in executivefunction and other noncognitive skills don’tstart to show up until much later in life.
“Some of the effects that came out, younever would have found them in preschool,”said Ms. Wakabayashi, who directs for EarlyEducation Evaluation at the HighScopeEducational Research Foundation. “If Perryhadn’t followed students for so long, a lot ofthe discussion around preschool would havebeen different; there would have been just afade out of IQ [benefits], and that would havebeen it.” Yet David J. Armor, a professor emeritus
Published January 8, 2015, in Education Week
Striking a Balance on Early Rigor Research shows young children have a great capacity for deep
learning; the challenge comes in crafting nuanced programs
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3EDUCATION WEEK SPOTLIGHT ON CRITICAL THINKING edweek.org
in policy and government affairs at GeorgeMason University in Fairfax, Va., arguedin a recent critique of preschool studies forthe Washington-based Cato Institute thatresearchers and policymakers may be tooquick to generalize findings from the prior
programs.“It’s a really complex behavioral model thatsays you see fade-out in the present but [ben-
efit] shows up in the future,” Mr. Armor said.“Before we extend this to universal preschool,we need to find out what is going on.”
Universal or Targeted?
That’s tough to do, because modern pre-school policy is both spurred by and pulledbetween the twin concerns of anxious mid-
dle- and upper-class parents trying to findthe “best” academic foundation for theirchildren—often enrolling them in programsdesigned for highly at-risk children—anddisadvantaged parents often unable to accesspreschools at all.
“The vast majority of our research has oc-curred in children with extremely low-re-source homes; very often, we’re taking infor-
MILESTONE STUDIES RESONATE DECADES LATER
Researchers are gaining new insights into how children learn, but they build on a rich history of studies of preschool programs in
the past 50 years. From tiny, highly intensive projects to those with a national scope, the studies—some of them still ongoing after
decades—continue to shape the debate around preschool today.
The Abecedarian Project
BASICS:The University of North Carolina atChapel Hill randomly assigned four cohortsof poor and minority infants, born between
1972 and 1977, to either a control group oran intensive educational program for infancythrough age 5. Those taking part in the
program had individual activities and gamesthroughout the day focused on social-emotional,general cognitive, and language development.
Participants were found to have both higher testscores and better reading and mathematicsperformance throughout their school years.
CRITIQUES: The intervention is highly intensive
and continuous from as early as 4 monthsold up to kindergarten, unlike most preschoolprograms.
LEGACY: Follow-up studies were conducted whenthe students were ages 12, 15, and 21, andthe former participants continued to outpacethose who did not take part: They are likelier
to have gone to college and to have had theirfirst child at an older age. Also, the mothers ofparticipants completed more education and had
better employment than those whose childrendid not participate.
Head Start Impact StudyBASICS: Head Start, the national preschoolprogram, was launched in 1965 as part
of the War on Poverty initiatives. An earlystudy in the 1960s found early school gains
that faded by 3rd grade. A congressionallymandated follow-up was conducted in the2000s. Researchers assigned a nationally
representative sample of 2,559 low-income3-year-olds and 2,108 low-income 4-year-olds,in two newly entering cohorts, to either a control
group or one of nearly 400 randomly selectedcenters in 23 states that were oversubscribed
and had waiting lists. The children were
followed through 3rd grade. Head Start pupils
gained about two months of additional learningduring their time in the program, particularly invocabulary skills, and they were more likely tohave better relationships with their parents and
more health care by the end of kindergarten.However, benefits faded by 3rd grade.
CRITIQUES: Nearly 60 percent of the control-group pupils ultimately took part in some sort of
early-childhood education program, and someof the participating children did not complete
a full year of Head Start. There was also widevariation in effects from site to site.
LEGACY: Head Start still serves about a millionchildren up to age 5 and their families, at a
budget of about $8.6 billion as of fiscal 2014.
The findings of the impact study, released in2010 and 2011, are being used in debates
about funding and program reauthorization.
HighScope Perry Preschool
Project
BASICS:From 1962 to 1967, researchersidentified 123 3- and 4-year-olds who were both
poor and at high risk of failing academicallyin the Ypsilanti, Mich., district. The youngsters
were randomly assigned to either a controlgroup or a program of two years of intensiveeducation activities in small classes, plusweekly parent-education sessions in the
children’s homes. By age 10, participantswere less likely to have been retained in theirgrade or identified for special education, and
by age 15, they showed significantly higherachievement-test scores.
CRITIQUES: There were two parents in theoriginal program group who were switched tothe control group, as well as a few programdropouts, though the authors argued these
were not significant. The program’s two-yearcurriculum and parent-involvement requirement
are considered more intensive than manypreschool programs’.
LEGACY: In the most recent follow-up study,when the children were age 40, formerparticipants were roughly 20 percentage points
more likely to have graduated from high schooland be earning at least $20,000 per year, andless likely to have been arrested five times by
age 40.
Voluntary Pre-K for Tennessee
Initiative
BASICS: The program began in 2005 to providepreschool, with licensed teachers instructing
at least 5½ hours per day, five days a week.Enrollment priority is given to youngsters
in poverty, English-language learners, andchildren with disabilities. Researchers randomlyassigned 3,000 pupils to preschool or control
groups in 2009-10 and 2010-11, with 1,100 ofthem selected for more intensive study. By thestart of kindergarten, children in the preschool
program had gained 2½ months more learning,particularly in language, than peers in thecontrol group. Those benefits faded by the end
of 1st grade, however.
CRITIQUES: Pupils in the control group hadsignificantly lower participation rates in thestudy than those attending the preschool. That
required researchers to statistically creatematched groups of students who participated in
the program and those who did not.
LEGACY: As of the 2013-14 school year,Tennessee school districts are serving morethan 18,000 4-year-olds in nearly 1,000classrooms through the program, with a budget
of more than $85 million.
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mation from studying an extremely high-risk, vulnerable group and trying to apply it to allchildren,” said Sharon Landesman Ramey, apsychology professor at Virginia Tech Car-ilion. “But there’s no evidence that childrenfrom upper-middle-class families and beyond
have need of public pre-K.”In fact, an analysis of Head Start data fromOctober found that about a third of the dif-ferences other studies have seen in the ef-fectiveness of different sites is accounted forby differences in the format and audienceof the centers. Full-day programs improvedchildren’s cognitive skills most, and programswith home visits were most effective at boost-ing social-emotional learning. Moreover, chil-dren with less-educated mothers got the mostbenefit from the centers. A separate study by the National Center
for Research in Early Childhood Education atthe University of Virginia, in Charlottesville,
published in the journal Early Child Devel-opment and Care, found preschool programsuniversally available had, as one would ex-pect, more middle- and upper-income andwhite children than did programs that tar-geted children in poverty. Universal programstended to run for longer hours and haveteachers with more education, but teachersin targeted programs rated higher on teacher-student interactions and classroom climate.
More recently, a study of Tools of the Mind,a preschool and kindergarten curriculumdesigned to improve executive functions likeattention and reasoning, showed better ef-
fects for pupils in high-poverty schools thanin wealthier schools.“The concern is, there will develop a pre-
school inequality: The middle- and upper-class kids are going to Montessori and Wal-dorf preschools, … but for poor kids, we justhave to get them reading and writing to getthem through school,” Ms. Gopnik said. “Thatwould be a terrible waste.”
Chasing Trends
Moreover, early-education researchers re-peatedly voice concern that both ends of thesocioeconomic spectrum would end up poorly
served by making preschool more “formally”academic.
“I’ve been in some classrooms that makeme want to pull my hair out, because the4-year-old program looks like a bad, dumbed-down 3rd grade program,” Mr. Ramey said. “Ifyou walk into any program and don’t see kidslaughing and deeply engaged, you are lookingat a bad program.”
Neuroscience and cognitive researchersmay be partially to blame for encouragingeducators and parents to “run after and dothe next best thing,” and apply it too broadly,said Nathan A. Fox, a distinguished professor
and interim chairman of human developmentand quantitative methodology at the Univer-sity of Maryland, College Park.
Take a hot K-12 focus like inhibitory con-trol, for instance. The classic Stanford Uni-
versity “Marshmallow Study,” in which young
children tried to delay gratification in orderto get more treats, showed later benefits forstudents who were best able to resist temp-tation. But it also showed that the ability towait develops naturally with age, and that5-year-olds are better able to hold off for anextra marshmallow than 4-year-olds.
Trying to push that skill earlier has trade-
offs, argued Yuko Munakata, a psychologyprofessor specializing in developmentalcognitive neuroscience at the University ofColorado at Boulder. “Just because we canimprove inhibitory control and executivefunction doesn’t mean we always want to,”she said at the International Mind, Brain,
and Education Society meeting in Fort Worth,Texas, in November.
Brain-imaging studies by Ms. Munakatahave found 8-year-olds’ brain activity forimpulse control looks “pretty similar to anadult’s,” but “3½-year-olds’ [brain activity]seems nothing like adults. They show noplanning; they react in the moment.”
Pushing 3- and 4-year-olds to think morelike adults may “impair statistical bottom-uplearning, like that used to learn language andsocial conventions,” Ms. Munakata said—re-moving the mental flexibility preschoolersshowed in Ms. Gopnik’s study on causal ef-
fects.“The problem is, there’s a misinterpreta-tion: When scientists say, ‘Children are learn-ing a lot more than we thought,’ people thinkthat looks like what people do in schools,” Ms.Gopnik said. “The message that children arelearning and [that] this is a really criticalstage has gotten through. But people are mis-interpreting it to mean that children shouldbe in scholastic settings earlier and earlier.”
Just as they changed how they viewedyoung children’s ability to learn, Ms. Hirsh-Pasek said researchers and educators maybenefit from changing how they view thegoal of early education, from closing poten-
tial achievement gaps to building students’intrinsic skills and motivation to learn.
“What we’ve been doing is teaching kidshow to build the tower,” she said, “but we arenot giving them the context to explore the ...things they can do with the blocks.”
By Ellen Wexler
A ccording to Wesleyan UniversityPresident Michael Roth, thefirst thing inquisitive studentsdo when they read a new text
is point out exactly what’s wrong with it.The reason for this, Roth argues in a
New York Times commentary, is that in
a classroom setting, intelligence is becom-ing equated with debunking, unmasking,and exposing. If you’re a good student, youcan argue why the authors you read arewrong—but that isn’t necessarily the bestway to learn.
Roth says that when students feel theneed to find flaws in every text they study,they lose the ability to use those texts tocreate meaning and find inspiration. Stu-dents are rewarded for their cynicism inclassrooms, but that cynicism will harmtheir ability to engage with compellingideas throughout their lives.
“As debunkers,” Roth writes, “they con-tribute to a cultural climate that has littletolerance for finding or making meaning—a culture whose intellectuals and culturalcommentators get ‘liked’ by showing thatsomebody else just can’t be believed.”
Throughout the piece, Roth labels thisfocus on poking holes in arguments as“critical thinking”—a term that is beingincreasingly emphasized in K-12 educa-tion. If teachers place too much emphasison critical thinking, Roth argues, studentswill become immune to texts that mightotherwise challenge their beliefs about theworld:
“Hard-nosed critical thinking is a use-ful tool, but it also may become a defenseagainst the risky insight that absorptioncan offer. As students and as teachers wesometimes crave that protection; without itwe risk changing who we are. We risk see-
ing a different way of living not as some-thing alien, but as a possibility we mightbe able to explore, and even embrace.”
About a week after Roth’s piece ran inThe New York Times, Noah Berlatsky, acorrespondent for The Atlantic, publisheda response critiquing Roth’s position oncriticism.
Published May 30, 2014,in Education Week Teacher’sTeaching Now Blog
Can Critical
Thinking BeToo Critical?
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T hree sweeping reports have taken
the temperature of the so-called“deeper learning” movement and
given the approach a fairly clean bill
of health in a set of American high schools.
On average, students at deeper learning
schools had better test results and people
skills, the studies found. They were also
more likely to graduate from high school on
time and enroll in four-year colleges.
The American Institutes for Research, or
AIR, a Washington-based research organi-
zation, released the reports last week. The
researchers studied 20 schools, mostly in
California and New York, that belonged to
10 different networks that focused on deeperlearning, and compared them with a similar
set of 13 non-network high schools. The Wil-
liam and Flora Hewlett Foundation, which
funded the reports and some of the learning
networks that were studied, defines deeper
learning as education that emphasizes core
academic content, critical thinking, problem
solving, collaboration, effective communica-
tion, self-directed learning, and an academic
mindset. (The Hewlett Foundation also sup-
ports coverage of deeper learning in Educa-
tion Week.)
After accounting for demographics and
prior achievement, researchers found that
the advantage to students of attending a
deeper-learning school was equivalent to
moving from the 50th to the 54th or 55th
percentile in reading, mathematics, and
science, as measured by the Program for
International Student Assessment-Based
Test for Schools. Researchers gave the exam
to 11th and 12th graders in the spring of
2013. Deeper-learning schools had a simi-
larly sized advantage on state math exams.
In English/language arts, deeper-learning
schools attained a smaller advantage, equiv-
alent to moving from the 50th to the 52nd
percentile.
Nonacademic Skills
Survey results from the study suggested
that students who attended deeper-learning
schools were more academically motivated
and engaged than the comparison group of
students. They also had better collaboration
skills. The two groups were similar, however,
when it came to creative thinking, persever-
ance, and other personal traits emphasized
by deeper learning.
At 65 percent, the on-time graduation rate
for students in the deeper-learning schools
was 9 percentage points higher than at
comparison schools. Both groups enrolled in
college at similar rates, though the students
in the deeper-learning schools were more
likely to choose four-year and more-selective
schools.
The study students are less than four
years out of high school, so it’s too soon to
estimate the rate at which they attained
bachelor’s degrees, a key outcome for the
approach, which emphasizes life after high
school.
“This is about preparing young people for
college and career, both objectives, not just
one or the other,” said Gary Hoachlander, the
president of ConnectEd: The California Cen-
ter for College and Career, a Berkeley-based
network that took part in the study.
For example, William Kested was a sopho-
more two years ago at Tech Valley High
School in Albany, N.Y., which is a member of
the Napa, Calif.-based New Tech Network.
Interested in a career in medicine, he spent
time shadowing a physician at a hospital
near his school.
“I learned that I didn’t want to be a phy-
sician,” he said. “It would have been really
awkward if I went through my school and
got to residency and then figured out that
Research Shows
Benefits of ‘DeeperLearning’ Approach
By Holly Yettick & Kara Brounstein
Students did better in and out of class
Published October 1, 2014, in Education Week“So here I am doing that thing that Roth
doesn’t want me to do,” Berlatsky writes. “I amnot taking his writing as an opportunity for in-spiration. Instead I am finding in it material toobject to. Mea culpa.” According to Berlatsky, it’s impossible to de-
cide which texts are beyond critique. For in-stance, it makes little sense to examine politi-cal writings without examining their flaws, too:“Should we open ourselves and be absorbed andinspired by Birth of a Nation? By Mein Kampf ?”he asks. “What about the speeches of George W.Bush or Bill Clinton?”
Berlatsky argues that there is no differencebetween ordinary thinking and what Roth de-fines as critical thinking. When you form anopinion about a piece of art, how can that opin-ion be unrelated to your critical evaluation ofthat art?
“If I love Shakespeare’s Romeo and Juliet,”Berlatsky writes, “how is that love separable
from my evaluation of his use of language, hissubtlety of characterization, or his criticism ofthe protagonists’ families?” According to Roth, overly-critical students
will devalue the arguments of the authors thatthey study. Berlatsky counters students study
those authors for a reason—their argumentsare the best of the best. They can withstandstudent criticism.
“The truth is, Emerson doesn’t need help,”Berlatsky writes. “James Baldwin doesn’t needprotection from students. Away with this trem-bling art. Give me art that gets stronger whenyou fight it, not weaker. Give me the art that’s
left after the hammer comes down.”
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I hated everything.” He now hopes to studybusiness management in China.
Shadowing and internships were more com-
mon at deeper-learning schools, according tothe AIR study, as were project-based learning,group work, opportunities to develop intrap-
ersonal skills, and longer-term cumulative as-sessments, such as portfolios.
Multi-Faceted Evaluation
The study relied on a variety of social sci-ence research techniques, including inter- views, focus groups, surveys, and exams. Allthe schools enrolled high percentages of mi-norities (80 percent, on average) and studentsfrom low-income families (60 percent).
But the school networks were otherwise very different. For instance, ConnectEDworks to implement career pathways, whilethe Internationals Network for Public Schools
focuses on recent immigrants.James W. Pellegrino, a professor of psychol-
ogy and education at the University of Illinoisat Chicago, was not directly involved with theresearch but is familiar with deeper-learningapproaches and the AIR studies.
“This is both a challenging and rigorous at-tempt at conducting research on what’s hap-pening at some of the Hewlett deeper-learningnetwork schools,” he said. A more critical assessment came from Tom
Loveless, a senior fellow at the Brookings In-stitution, a Washington think tank, who hassuggested that deeper-learning approaches
downplay the importance of content knowl-edge. He said the deeper-learning schoolsmight have differed from the comparisonschools in important but unaccounted-forways. For instance, average enrollment at thedeeper-learning schools was 398 versus 1,350at the comparison schools.
“In a school of 398, I would expect the stu-dents to be closer to the teachers,” Mr. Lovelesssaid. Despite such advantages, he said, thetest-score differences between the two schoolgroups “aren’t huge.”
Mr. Pellegrino said, however, that the re-searchers appeared to have identified “realdifferences” between the practices and ap-
proaches of deeper-learning schools and com-parison schools, despite the challenges of cre-ating a comparable control group.
But, he added, “it’s not a set of findings thatsay let’s run out and emulate what theseschools are doing, because the schools are notall doing the same thing.”
He also said that, although the studentsin deeper-learning schools were doing betterthan their comparison peers, their achieve-ment levels were still lower than “what wemight hope ... with respect to their likelihoodfor future academic and adult success.”
I n my last few years of teaching high
school English, I developed a senior
elective called “The Art of Memoir,” for
which students read such authors as
Jean-Jacques Rousseau, Ernest Heming-
way, Richard Wright, and Mary Karr. Thestudents wrote essays evaluating and com-
paring and contrasting the works; they also
wrote short memoirs of their own that we
workshopped in class.
Because this was a new course, I designed
the curriculum, created the rubrics and as-
sessments, and came up with the “big” ques-
tions I wanted students to consider, such as,
“Does the reading public’s fascination with
memoir suggest a healthy interest in other
people, or does it too often indicate a voy-
euristic urge to look through the debris of
broken lives?” I also sought out colleagues
for advice on choosing texts and dealingwith the problems such a new endeavor
would inevitably encounter.
In essence, the thinking and problem-
solving I took on were akin to the kinds of
things the Common Core State Standards
now ask students to do in the 46 states that
have adopted the standards for English/
language arts: to analyze complex texts, to
weigh evidence, to make clear and effective
arguments, and to work with others with
very different views.
In short, I had to think my way through
this new course every day, exactly as stu-
dents are supposed to do in courses alignedwith the demands of what many call the
common core’s “thinking curriculum.”
This point is important because too much
of the discussion about the common core
has focused on what students are going to
have to do—and not enough on the fact that
the standards can succeed only if teachers
become the critical thinkers we now expect
students to become. There is no other way.
Teachers cannot push students to think
more deeply unless they do so themselves.
All great coaches have to have played the
game, and the teacher is first and foremost
the students’ coach.
This represents a huge shift for teach-
ers because, in the United States, the
public has often perceived teachers—and
the education schools that have prepared
them—not as thinkers, but as taskmasters
who force-feed “content” to students whohave to be kept in line. The goal has long
been coverage—to go at supersonic speed
over everything from the Roman Empire to
thermodynamics—without ever having to
stop to explore anything in depth. In short,
teachers have often been asked to focus on
the lowest rung on the Bloom’s taxonomy
pyramid: remembering.
This is beginning to change, especially
within the teaching profession itself. An
increasing number of education schools are
now emphasizing higher-order thinking
skills, and many teachers rightly chafe at
being seen primarily as purveyors of basicskills and information. Nevertheless, the
historical tendency to dumb down teaching
remains largely in force. This can be seen
in some of the highly scripted common-
core materials popping up in curricula and
teacher-development materials.
One website marketing common-core
products, for instance, writes of a “suite of
solutions [that] takes the guesswork out of
the common core so you can ensure ... all
teachers consistently provide students with
successful learning opportunities.” Another
company advertises its common-core prod-
uct as taking teachers from “Zero to Mas-tery in as Little as One Year.” Yet another
consulting company actually calls its pro-
gram “Common Core Made Easy.”
“Easy,” as it turns out, is a favorite word
in common-core marketing. But it’s an illu-
sion. It can never be easy, for teachers and
students alike, to analyze texts such as the
Federalist Papers, or to understand the
causes of World War I, or to use effectively
any of the intellectual skills the common
core now charges students with mastering.
And it’s not easy to assess students on the
Teachers asCritical Thinkers
By David Ruenzel
Published March 26, 2014, in Education Week
COMMENTARY
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8/18/2019 Spotlight Critical Thinking
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Of much importance is the culture that is
created in today’s classrooms. What teachersay and do can foster and find significance in
tudent thinking. Students learn what deep
hinking looks like by the actions teachers take.
Classroom cultures that support and promote
hinking are essential to student success.
by Sandra L. Love, Ed
Best practices of teaching and learning reveal that teachermodeling and the Think-Aloud strategy should be present
n classrooms if the end result is to develop student
understanding. These two strategies are prevalent in thoughtful
classrooms. When teachers place their thinking on display,
students can observe what quality thinking looks l ike. Telling
students the traits and dispositions needed for effective thinking
helps, but making thinking visible and authentic creates a real
mpact on learning.
What does a thinking culture look like? What can teachers
do or say to take an active role and promote dispositions thatstudents also need to exhibit?
Ask questions and use language to show curiosity.
Did you notice how ___ ? / I found a book that ___. Read this. /
Watch this video clip. You won’t believe what you see!
Model open-mindedness and willingness to listen toperspectives.
Let’s look more closely at ___. I was thinking ___, but now I am
not sure. / Good thinking, Amy! That information is interesting.
/ Mike, you said ___. Can you tell me what led you to say that?/ What does your point of view ignore? / Is my view the only
reasonable one?
Model how to clarify and seek deeper meaning.So are you saying ___? / Is this what you mean?/ Give me an
example of ___. / What is another way to say ___? / What are
he implications of ___? / Why is ___ important?
Model reflective thinking.What is likely to happen if we ___? / After the discussion we
had, I now wonder ___. / I learned ___ from researching, bu
am still confused about ___. / So help me understand. Wher
the evidence that leads you to reach that conclusion? / Does
interpretation make sense?
Model healthy skepticism.
Listen to this. It says ___. Can that be true? How will we find
out? I think if I check other sources, then I can be sure. / Jim
you said you heard ___ on a documentary last night. That se
unbelievable, doesn’t it? What if we gather additional informato verify what you heard? / What is the other side of this story
What is the logic of this ___? / Does this seem right to you?
Taking time to actively l isten to students and respond in
meaningful ways is crucial. Thinking out loud and sharing
individual thoughts also incorporate authentic experiences. M
(2008) recommends teachers place their thinking on display,
purposeful language, and make thinking visible to all. Building
classroom focused on thinking and understanding helps moti
students to become intellectually independent.
Miller, D. (2008). Teaching with intention. Portland, ME: Stenhouse.
Ritchhart, R. (2002). Intellectual character: What it is, why it matters, and how t
get it. San Francisco: Jossey-Bass.
mentoringminds.com
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Because the standards expect that students are prepared to be critical thinkers and
problem solvers, educators must plan engaging lessons that emphasize higher-order
thinking so that students naturally and seamlessly apply these skills. A few strategies
suggested for developing these thinking skills.
• What-If Thinking can lead to deeper thinking. Discuss what if an event happened
differently or had never occurred, then that would cause other changes. Allowing studen
to speculate about what they had previously learned helps them construct logical
alternatives. As students research and answer what-if questions, they will choose one
thing that would change and explore the resulting consequences that might exist in todworld. Incorporating what-if activities into topics across various content areas creates a
awareness needed for innovative thinking and future success.
• Question Asking is a skill that is often over looked. Teaching the difference in literal
and interpretive questions helps students learn to ask questions that probe deeper. Lead
students to see that literal questions are those with answers readily available. The answ
are right there, such as in the text, whereas interpretive questions are those they must
think about. As students practice designing and asking interpretive questions, they will g
the skill and see the value as it relates to their lives. After students know the difference
between the two types of questions, ask: “Is it is important to ask interpretive questions
Why?” Numerous and varied activities using read-alouds, video clips, art, and quotation
associated with the content taught can provide the basis for interpretive and literal
questions. This activity can jumpstart a search for other strategies that teach students h
to develop thoughtful question-asking skills.
• Reflection can help students process their learning and develop thinking skills. Use
questions that guide students to review and self-assess: What caused difficulty? What w
confusing? What do you still not understand? What did you do that helped you develop
meaning? / Invite students to journal how to apply the learning to their lives. / Provide
prompts for summarizing: What are two key ideas you learned and why are they import
Use words and pictures to represent what you learned.
Higher-order
thinking skills are
required of students
as they transfer or
apply knowledge to
newly encountered
situations and
problems. Students
who learn to thinkcritically can make
nformed decisions,
reach reasonable
solutions, analyze
and evaluate
evidence, andmuch more.
mentoringminds.com
Developing Higher-Orde
Thinking by Sandra L. Love, Ed.D.
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mentoringminds.com
Critical thinking. Creativity. Collaboration. Communication.
How can educators integrate these 21st century skills inclassrooms? An authority in the field of thinking, Edward de
Bono, authored a self-help book titled Six Thinking Hats. This
hat concept serves as a unique strategy for administrators
o use when leading teachers to solve problematic situations
or issues. In turn, teachers can model this strategy in their
classrooms to enable all students to utilize this valuable tool
when engaging in whole- and small-group discussions about
he real world.
The color of the hat signals the type thinking required by the
students before speaking. A poster representing the six colors
of hats or an actual hat arrangement may be displayed in theclassroom with descriptions that explain the thinking required
when a particular hat is called upon to ‘speak.’
• White Hat – information, facts
• Red Hat – emotions, feelings
• Yellow Hat – benefits, advantages, pluses
• Black Hat – critical viewpoints, disadvantages, minuses
• Green Hat – new ideas, creativity, innovation
• Blue Hat – overview, summarization, process organizer
During a discussion, the six hats may be repeatedly used in
any sequence. White Hat thinkers present objective facts orhe information they know about the topic; Red Hat thinkers
share their emotions and feelings about the topic; Yellow Hat
hinkers are optimistic and share positive or good points;
Black Hat thinkers tell why an idea might not work or what
obstacles might arise; Green Hat thinkers generate solutions,
possibilities, or creative ideas; Blue Hat thinkers are active
steners and move the discussion forward. The (teacher or)
acilitator from the blue group may ask certain thinking hats to
contribute again, before the Blue Hat thinkers summarize what
has been shared by each of the groups and form a conclusion.
The hat strategy maintains productivity during a discussionwhile also serving as a classroom management tool to
prevent students from venturing off topic. Discussion topics
or issues might relate to content areas of study, or are relevant
o today’s world inside and outside the classroom. An example
might be: Should students be allowed to bring cell phones
o school?
• All students may participate in either a whole-group or
small-group discussion about the topic, communicatingonly the thoughts associated with the designated thinkin
hat. The teacher may call for the thinking (e.g., Let’s beg
our discussion with White Hat thinking. I want to hear yo
Red Hat thoughts, but this is not the appropriate time. N
I would like to hear Yellow Hat thinking.) Once students
understand the thinking process, a Blue Hat thinker may
facilitate discussions.
• A second option requires students to be divided into six
groups, with each group assigned a different color of the
six thinking hats. After the teacher selects a topic, each
group will collaborate using the assigned hat to focus ththoughts. Then, each group member shares an individua
perspective or the group’s designee may present the
collective ideas that emerge from the discussion. The B
Hat thinkers offer an overview, orchestrate the thinking
process, and conclude the discussion.
de Bono, Edward. (1985). Six thinking hats. Boston, MA: Little, Browand Company.
Critical thinking. Creativity. Collaboration
Communication. How can educators integr
these 21st century skills in classrooms?by Sandra L. Love, Ed.D.
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7EDUCATION WEEK SPOTLIGHT ON CRITICAL THINKING edweek.org
common core, either—especially with a newwave of the same old fill-in-the-bubble tests.The common core requires, or should require,
that teachers do the hard work of assessingreal work by students—their writing, theirlabs, their presentations—that showcases
what the standards are really about.The proponents of the common core like totalk about how the standards set out a new vi-sion of learning for students. And this is true;it will no longer be enough for youngsters tomemorize information or rely on formulas.But if the common core is to succeed, it mustset out a new vision for teachers, too—one thathelps them practice the kind of deep-thinkingskills they will now be required to preach.
David Ruenzel is a freelance writer who reports on
education for several organizations, although the
opinions expressed in this essay are his alone. He
is a former contributing editor for Education Week
and senior writer for Teacher Magazine. He taught English at several high schools, most recently from
2001 to 2012 in the San Francisco Bay Area. He is
on Twitter @druenzel. T
hough the arts receive relatively
little attention from policymakers
and school leaders, exposing young
people to art and culture can havea big impact on their development. The
problem is that almost no one is bothering
to study and document the extent to which
the arts and culture can affect students.
Instead, policymakers, researchers, and
schools are typically focused on what is
regularly and easily measured: math and
reading achievement. This leads defenders
of the arts to attempt to connect the arts
to improved math and reading scores—a
claim for which there is almost no rigor-
ous evidence. Other arts advocates believe
that the benefits cannot and need not be
measured.But the important effects of art and
cultural experiences on students can be
rigorously measured. In fact, we recently
conducted two studies that used random-
assignment research designs to iden-
tify causal effects of exposure to the arts
through museum and theater attendance.
In the museum study, we held a lottery with
nearly 11,000 students from 123 Arkansas,
Missouri, and Oklahoma schools, roughly
half of whom were assigned to visit Crys-
tal Bridges of American Art in Bentonville,
Ark., while the other half served as the
control group. In the live-theater study, weconducted a lottery to offer free tickets to
roughly half of the 700 Arkansas students
applying to see “Hamlet” or “A Christmas
Carol” at a professional theater in Fayette-
ville.
By comparing outcomes for students who
had these art experiences—by chance—
with the outcomes of those who did not, we
can identify with confidence what the arts
do for young people. The approach we took,
which is typical in medical research, creates
treatment and control groups that are, on
average, identical in their backgrounds and
prior interests, with only chance determin-
ing the distinction between the two groups.
Therefore, any subsequent differences we
observed in the students were caused by
touring an art museum or seeing live the-
ater, not a result of pre-existing differences
among them.We were also careful to focus on outcomes
that could plausibly be altered by the arts.
We didn’t look at math- and reading-test
scores because we have no reason to ex-
pect that arts experiences would have an
impact on them. Lois Hetland and Ellen
Winner, who are affiliated with the educa-
tion research group Project Zero at Harvard
University, have conducted systematic re-
views of the research literature and found
little credible evidence that the benefits of
the arts transfer to other academic subjects.
We should no more expect the arts to boost
math scores than expect math to enhanceappreciation for the arts.
Instead, we looked at whether exposure
to the arts affected students’ knowledge
of the arts and altered their desire to con-
sume the arts in the future. We also looked
at whether art experiences had an effect on
student values, such as tolerance and empa-
thy. Finally, we looked at whether students’
ability to engage in critical thinking about
the arts was affected by these experiences.
The results across our two experiments
were remarkably consistent: These cultural
experiences improve students’ knowledge
about the arts, as well as their desire tobecome cultural consumers in the future.
Exposure to the arts also affects the values
of young people, making them more toler-
ant and empathetic. We suspect that their
awareness of different people, places, and
ideas through the arts helps them appreci-
ate and accept the differences they find in
the broader world. Arts experiences boost
critical thinking, teaching students to take
the time to be more careful and thorough in
how they observe the world. Noticing details
in paintings during a school tour, for exam-
Art Matters: We Know,We Measured ItBy Jay P. Greene, Brian Kisida,
Cari A. Bogulski, Anne Kraybill,
Collin Hitt, & Daniel H. Bowen
Published December 3, 2014, in Education Week
COMMENTARY
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8/18/2019 Spotlight Critical Thinking
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8EDUCATION WEEK SPOTLIGHT ON CRITICAL THINKING edweek.org
By Karen Cator
D
eeper learning is an umbrellaterm for the skills, understand-ings, and mindsets studentsmust possess to succeed in
today’s careers and civic life. They musttackle challenging interpersonal issues ofcross-cultural understanding and conflictresolution, and the urgent global issuesof our time, such as availability of cleanwater and nutritious and affordable food,poverty, and climate change. Increasingly,schools are taking a lead role in support-ing students as they develop the criticaldeeper learning skills to address thesechallenges.
Classroom teachers with expertise indeeper learning skills can more success-fully orchestrate these experiences for
their students. To support teachers in de- veloping their expertise, Digital Promiseis building a system of micro-credentialsbased on deeper learning skills to iden-tify and recognize teacher competencies.Micro-credentials are much more focusedand granular than diplomas, degrees orcertificates. As such, they are more flex-ible, and support educators with many op-tions for both formal and informal learningthroughout their careers.
While teacher competence in deeperlearning is important, it is also essentialfor education leaders at all levels to un-derstand, articulate and model deeper
learning skills. Leaders who operate froma deeper learning mindset can support acoherent culture of inquiry and risk-takingin schools, essential for continuous andtransformative improvements. For eachof the six areas of deeper learning below,we identify ways education leaders can de-
velop their skills.
1. Master core content. Education leadershipis its own domain, and learning the coreprocesses, procedures, history, and lan-guage is critical as a basis for groundinganalysis and decision-making in a local
context. Much of this is learned throughformal classes, as well as through reading, discussion and reflection.
2. Think critically and solve complex problemsLeaders face a constantly changing land
scape, political pressures, and daily challenging situations. They must be able todraw on tested methods and processesfor analyzing a complex question, problem, or issue, identify its relevant partsor dimensions, and consider possibleapproaches. They must recognize factsevaluate the reliability and validity onew information, analyze evidence, andincorporate ideas from multiple sourcesand perspectives. And, they must de velop skills to change course when aplanned approach is not working. Thikind of critical thinking is a skill that
can be theoretically learned in formaenvironments, but the ability to apply idevelops over a lifetime of trial and reflection. Many effective leaders have amentor to walk through situations with
them, providing guidance and perspective.
3. Work collaboratively. Leaders must buildtheir trusted teams and develop sharedleadership throughout the organizationincluding teachers and students. Thismeans setting and reviewing goals, sharing information, listening, developing aculture of “yes, and,” and encouraging
questions in order to work productivelytowards goals. Although conflict resolution skills and other skills of collaboration can be learned in a formal environment, the application of those skills aswell as the benefits are learned on the
job - every day.
4. Communicate effectively. Of course, communication goes a long way towardsstaving off conflict and developingshared understanding. But leaders musbe able to identify varied audiences andcreate clear, accessible, and useful mes
Published April 27, 2015, in Education Week’s Vander Ark on Innovation Blog
Six Categories ofDeeper Learning Skillsfor Education Leaders
COMMENTARY
ple, helps train students to consider details inthe future.
These improved outcomes may not boostscores on math and reading tests, but mostparents, communities, and educators careabout them. We don’t just want our students
to learn vocationally useful skills in math andreading. We also want them to be knowledge-able and frequent patrons of the arts. We wantthem to be tolerant and empathetic humanbeings. And we want them to be astute observ-ers of their surroundings. Some of these quali-ties may help students earn a living, but theirimportance has more to do with students’ de-
velopment into cultured and humane people.Our experiments suggest that rigorous
study can document the additional effectsof the arts on students, including the edu-cational benefits of poetry, literature, music,film, and dance. Future studies could alsoconsider other possible outcomes. Perhaps the
arts encourage students to be more engagedin school, improve graduation rates, and in-crease college attendance, all of which tend tocontribute to happiness and productivity.
None of this research will occur, however,until defenders of the arts recognize theneed for it. Arts advocates can no longer relyon weak studies that simply compare stu-dents who participate in the arts with thosewho don’t. Such studies are pervasive, andthe claims they make are likely overblown.Skeptics can correctly wonder whether theresearch truly demonstrates that the artsmake people awesome, or if awesome people
are simply attracted to the arts. To convinceskeptics of how the arts can influence a stu-dent’s trajectory, future studies will have toadopt rigorous research designs that can iso-late causal effects. Art collectors are bidding up prices, and
enormous fortunes are devoted to acquiringand displaying art. It makes little sense forarts patrons to spend a fortune acquiring andcommissioning masterpieces, while failingto demonstrate the benefits of the arts withquality research. To determine whether thereare important social benefits derived from artsactivities, money should be invested in fund-ing rigorous research, which can be expensive.
If the arts and culture are to remain a vi-brant part of children’s education, arts patronswill need to step forward to help pay for thekind of quality research that shows not onlywhat those benefits are, but just how signifi-cant they can be.
Jay P. Greene is a professor of education reform
at the University of Arkansas at Fayetteville,
where Brian Kisida and Cari A. Bogulski are
research associates, and Anne Kraybill and Collin
Hitt are doctoral students. Daniel H. Bowen is
a postdoctoral fellow at the Kinder Institute for
Urban Research at Rice University in Houston.
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9EDUCATION WEEK SPOTLIGHT ON CRITICAL THINKING edweek.org
By Dion Burns and Linda Darling-Hammond
T he skills students need from school-ing today are dramatically differ-ent from those needed in the past. And while much is known about
these deeper learning skills, less is under-stood about how schools and teachers can
be supported to provide them. The Teachingand Learning International Survey (TALIS)study, released last year, provides some fruit-ful insights.
In 2003, research by David Autor, FrankLevy, and Richard Murnane showed the pre-cipitous decline in the demand for routine cog-nitive and manual skills in the modern work-place, matched only by the even greater risein the need for critical thinking and commu-nicative skills (see graph on next page). As isnow often said in the education policy world,children entering school today will graduateto work in jobs that don’t yet exist, using tech-
nologies that haven’t been invented, to solveproblems that we don’t yet even realize areproblems.
How we prepare students for the futureworkplace has led to the development of sev-eral educational frameworks that capturethese skills. They include the Partnership for21st Century Skills framework and the Inno-
vation Lab Network Framework for College,Career, and Citizenship Readiness. Theseframeworks tend to emphasize learning andinnovation skills, including the “4Cs” of criti-cal thinking, communication, collaboration,and creativity.
But deeper learning requires a shift not
just in what is taught, but how it is taught.Students need opportunities to work collab-oratively in groups on extended projects thatrequire them to plan and conduct inquiriesand to incorporate the use of information andcommunications technologies in projects andclass work.
So how can education systems help teach-ers engage in practices and behaviors thatpromote deeper learning? The Teaching andLearning International Study (TALIS) pro-
vides some clues. The study, conducted by theOrganisation for Economic Co-operation and
Development (OECD), surveyed over 100,000teachers and principals from 34 countries regarding their teaching and the conditions inwhich they work. The findings show that opportunities to share and learn from colleaguescan help create the conditions for the innova
tive and effective teaching that provides thedeeper learning today’s students need. Among
the key findings:
1) Although teachers generally agree with thegoals of deeper learning, instructional practices that foster these skills are relativelyrare: Across TALIS countries, more than94 percent of teachers agreed that theirrole was to facilitate students’ own inquiryand 84 percent agreed that thinking andreasoning processes were more importanthan specific curriculum content. Yet lessthan half of all teachers indicated they frequently used small group discussions intheir classes. These proportions were even
smaller for the use of information and communications technology in class work (37percent), and for extended projects of atleast a week in length (27 percent).
2) Collaborative teacher professional learningsupports instructional practices that promotedeeper learning for students: In many countries, teachers were more likely to incorporate these “active” teaching practices--thosethat require students to be more engaged inthe learning process--when they had participated in a teacher professional develop
ment network, individual or collaborativeresearch, or mentoring and peer observa
tion. This underscores the importance oongoing professional development that isgrounded in teachers’ day-to-day work inthe classroom and connected to school-widegoals.
3) Collaborative professional learning also fostersa positive school climate and ongoing teachelearning: TALIS shows that teachers weremore likely to use joint teaching, observeand give feedback on a colleague’s classand engage in joint activities across classeswhen they had participated in professiona
Published February 19, 2015, in Education Week’s Learning Deeply Blog
How to Teach for DeeperLearning? An InternationalSurvey Provides Insights
COMMENTARY
sages tailored for each one. And, sincecommunication is two-way, listening iscritical and garnering feedback from reli-
able sources by engaging with questions,critiques, counter arguments, and sugges-tions are skills to be honed.
5. Learn how to learn. Underpinning all ofthese skills is the motivation and abilityto embrace intellectual, creative, and per-sonal challenges that lead to growth andlearning. Setting personal goals and keep-ing track of progress, recognizing what youdon’t know, and understanding and find-ing support and feedback from others arethe hallmarks of a lifelong learner. Tak-ing risks and supporting others in takingrisks requires understanding the role ofmistakes, and even failure in supportingcontinuous improvement and learning.Reflection is a must.
6. Develop leadership habits of mind. All of theseskills contain aspects of the best habits forleading in the complicated, people-inten-sive endeavor that is public education. Thebest leaders are persistent and remaintrue to their core ethical values, even inthe face of challenges.
Education leaders embrace and modeldeeper learning skills and encourage ev-eryone within their organizations to do thesame because, deeper learning supports alifetime of learning!
This post is part of our “Preparing Leaders for
Deeper Learning” series. If you have thoughts
about what today’s school leaders should know
and be able to do and how they should be
prepared, we’d love to hear from you. Contact
[email protected] with the subject
“Preparing Leaders” for more information.
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learning activities with colleagues. Mentor-ing and coaching from peers was shown tobe especially important, related to greaterteacher collaboration in 33 of the 34 countriessurveyed. Thus collaborative forms of profes-sional learning appear to be particularly ef-
fective in supporting ongoing collaborationand opportunities for teachers to learn fromtheir peers and a more positive school climate.This can create a snowball effect in terms ofspreading more ambitious classroom prac-tices.
4) Time and resources matter: Despite this compel-ling evidence, there is great variation aroundthe world in the opportunities teachers havefor collaboration. For example, more than 50percent of U.S. teachers surveyed indicatedthat in their current school they never par-ticipate in team teaching or observe anotherteacher’s class. One of the major impediments
for the kind of collaboration that fostersdeeper learning for students is lack of time.
Around half of all teachers surveyed indicatedthat their work schedule was a barrier to par-ticipation in professional development. Thismay not come as a surprise to U.S. educators.Teachers in the United States were found tohave among the highest number of teachinghours of their OECD counterparts (27 perweek vs. the TALIS average of 19).Time is not the only resource that matters.
Funding and instructional materials are criti-cal as well. For example, funding for substituteteachers can provide classroom teachers with
the time to participate in professional learn-ing. Yet many schools already face resource
crunches. TALIS data indicate that 1 in 3 U.S.teachers work in a school in which a shortageof teachers or computers is hindering the provi-sion of quality instruction; around 1 in 4 work ina school facing a shortage of instructional ma-terials. And schools with many students from
socioeconomically disadvantaged backgroundsface even greater shortages.Other OECD data show that the high-per-
forming education systems invest in teachingquality; for example, by providing a balancebetween teaching and non-instructional hours,structured time for teacher collaboration, andfunding to support structured induction andmentorship opportunities.
Teachers, like other professionals, need op-portunities to continually adapt and innovatetheir practices, to learn about new curricularresources, technologies, and strategies to en-gage students. To meet those needs, they re-quire opportunities to work in close partner-
ship, share resources, and exchange ideas withcolleagues.
Education systems can support this work by valuing teacher professionalism, and throughadequate and equitable investments in teach-ing quality. By doing so, they can enhance thepossibilities that teachers will learn the sophis-ticated practices required for deeper learning,and students will have opportunities to developthe skills needed in the modern workplace.
This post is by Dion Burns, a research analyst at the
Stanford Center for Opportunity Policy in Education
(SCOPE), and Linda Darling-Hammond, the
Charles E. Ducommun professor of education at Stanford University and the director of SCOPE.
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M e a n t a s k I n p u t i n P e r c e n t i l e s o f 1 9 6 0 D i s t r i b u t i o n
Worker Tasks in the U.S. Economy, 1960-2009All Education Groups
1960 1970 1980 1990 2000 2010
Non-Routine Analytical
Non-Routine Manual
Routine Manual
Non-Routine Interpersonal
Routine Cognative
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