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Research & Insights

Learn more about evidence-based approaches to strengthening and diversifying your teacher workforce with NCTQ’s reports, guides, and articles.

Solving for Math Success
  • Elementary Math
  • Solving for Math Success

    Math skills are critical for students’ success in other subjects and later in life, yet far too many teacher prep programs fail to give aspiring teachers the essential knowledge they need to be effective math teachers—undermining student learning before the first lesson even begins.

    April 8, 2025

    What can California, Texas, and Washington, D.C. teach us about how to diversify the teacher workforce?
    A smiling teacher kneeling beside a pupil's desk
  • Teacher Diversity
  • What can California, Texas, and Washington, D.C. teach us about how to diversify the teacher workforce?

    Nationally, the diversification of the teacher workforce is slowing compared to the diversification of college-educated adults, but California, Texas, and Washington, D.C. are bucking that trend. Explore what factors contribute to their relatively high rates of teacher diversity and how their policies and practices will likely affect teacher quality.

    February 1, 2025

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    Sorting it out: What’s behind teacher tracking and sorting between and within schools

    Sorting it out: What’s behind teacher tracking and sorting between and within schools

    Some
    students are more apt to be assigned better or more experienced teachers than
    other students. That’s not news. Past studies have found that lower-income and minority students tend to be assigned to
    teachers with less experience than their peers.
    A new study by Rebecca Wolf of SRI
    International plays this pattern out but goes a step further to see whether
    some schools or, more intriguingly, grades within schools get a larger share of
    novice teachers.

    Wolf
    finds that the biggest apparent driver of differences in who gets the newest
    teachers within a school was the student’s grade level—not whether students were high or low performing. While the level
    of student achievement played some role, the effect size was relatively quite
    small (students who scored basic on the state math test were about only one
    percent more likely to be taught by a new teacher than a higher-achieving
    student was). However, a 9th grade student was 10 percent more
    likely than a 12th grade student, regardless of her academic
    standing, to be taught by a novice math teacher. Sixth grade was the exception
    to this finding, with student achievement having a bigger impact than grade
    level. A low-achieving 6th grade student (the first grade of middle
    school for most schools in the district) was much more likely to have a novice
    teacher than other 6th grade students.

    So
    why does assigning the newest teachers to the lowest grades in a school,
    especially to the lower-performing students in those grades,
    matter? The problem is that success in 6th and 9th
    grades, the years referred to as “transition grades,” has significant
    implications for students’ long-term educational attainment and engagement.
    Studies show that student experiences during these years have a relationship to
    drop-out and student achievement rates that can persist for years into
    students’ academic careers.
    Wolf’s study may mean that
    principals should think twice about where they’re placing their newest
    teachers.

    May 21, 2015

    Spotlight on Nevada’s Clark County Public Schools

    Spotlight on Nevada’s Clark County Public Schools

    This
    year, Clark County School District in Las Vegas started the year in
    a pinch: district-wide, there were over 600 teaching vacancies and student
    enrollment continued to grow. In response, the district pulled out all the
    stops to recruit new teachers (see ads in
    airline magazines and a zip-lining superintendent
    ) and is now rethinking how to deploy
    existing staff.
    Taking
    lessons from Public Impact’s Opportunity Culture program as well as other
    school districts and charter management organizations, Clark County is piloting
    two staffing models in which effective teachers take responsibility for an
    expanded group of students. They’ve launched a pilot program that includes a
    blended learning model and a “teaching and learning model” in which
    excellent teachers are responsible for their own classrooms as well as leading
    other teachers. Clark County School District is applying the same principle to
    their principals. Next year, two excellent principals will be leading two
    schools each in an effort to “franchise” their approach to
    leadership.
    We expect that there will
    be tweaks to the models for both teachers and principals, but we applaud the
    Clark County School District’s effort to take risks, try new ideas and learn
    from other systems. Watch this space in the coming months to see what we can
    learn from them.

    May 21, 2015

    Week of May 11, 2015

    Week of May 11, 2015

    Teacher quality happenings this week: a new American Federation of Teachers’ survery find that teacher’s job satisfaction has dropped, James G. Cibulka is out as president of CAEP….

    May 13, 2015

    Teacher Quality News: Week of May 4

    Teacher Quality News: Week of May 4

    This week: closing poor performing schools doesn’t academically hurt displaced students, San Francisco is struggling to hire teachers for next fall, and more!

    May 6, 2015

    April 2015: Transfers and Excessing

    April 2015: Transfers and Excessing

    April’s Trendline is all about transfers and excessing, highlighting how districts prioritize transfers and how they decide where to place teachers when excessing occurs. Plus, we take a detailed look at mutual consent policies across the country.

    April 30, 2015

    Week of April 27, 2015

    Week of April 27, 2015

    Chicago teachers are going back into contract negotiations, CAP has a new report, Missouri’s new and tougher teacher licensure test is angering some preps programs and teacher candidates, and more.

    April 29, 2015

    Myth Busters: Scholar asserts reports on American teachers’ teaching time are grossly exaggerated

    Myth Busters: Scholar asserts reports on American teachers’ teaching time are grossly exaggerated

    The myth: U.S. teachers spend upwards of 50 percent more time in front of their students than teachers in
    other countries (see more examples of this myth here,
    here
    and here).

    The
    reality:
    They don’t. A new studydigs into why survey data incorrectly suggest that our
    teachers spend so much more time teaching a classroom of students (as opposed
    to other kinds of activities such as 
    planning, classroom duty and tutoring students, which are counted
    separately) than teachers in other countries.
    The graph above depicts teachers’ responses to the survey question used
    to gather U.S. data on teaching time–notice a pattern?
    The question intends for teachers to add up how much time they spend
    teaching each week and then round to the nearest hour. The responses spike at
    intervals of five, suggesting that teachers estimated the amount of time they
    teach each day to the nearest hour and multiplied by five (for the five
    instructional days in the week), leading to an inflated amount of teaching
    time.
    For example, teachers who teach five 45-minute classes a day should have
    reported 19 hours of teaching per week, but instead reported 25 hours, rounding
    a 45-minute period to an hour.

    This error of rounding seems to explain why, year after year, the OECD’s
    Education at a Glance reports that U.S.
    teachers spend significantly more time in front of their classrooms than do
    teachers in other countries.
    Another reason to
    suspect the reported amount of teaching time is inflated? About a quarter of
    the survey respondents reported teaching their students more hours than the
    length of the school day itself.

    April 16, 2015

    Our worry is spelled FERPA, not ESEA

    Our worry is spelled FERPA, not ESEA

    The
    lack of a major new teacher-related initiative in the Alexander-Murray ESEA draft doesn’t have us especially worked up. It
    shouldn’t be a surprise to anyone that NCLB’s highly qualified teacher (HQT)
    provisions are nowhere to be found in the Senate draft, which does include some
    nods to—but no requirements around—teacher effectiveness.
    HQT
    has been on a slow path to ignominy, with many viewing its focus on teacher
    qualifications over performance to be an anachronism. But HQT deserves much
    credit for shining a spotlight on teachers’ need for subject-matter knowledge.
    As a result, content tests are now a standard part of
    teacher licensure
    and out-of-field teaching is much less common
    All
    but four states now require all elementary teachers to pass a content test as a
    condition of initial licensure. Forty-three states require content tests for
    secondary teachers, and every state now requires secondary teachers to have a
    major in their subject area. Just 24 states required majors for secondary
    teachers in 2001 before the passage of NCLB, and only 13 did in 1991.
    Call
    us optimists, but we believe content testing is now so fully ingrained in the
    certification process that states don’t need federal carrots or sticks to make
    sure teachers know the subjects they are licensed to teach. As for the very few
    holdouts, if the feds didn’t force compliance in the last dozen years, why
    would anything change now? 
    On
    another TQ front, we weren’t expecting to see a teacher evaluation mandate, but
    we’re also not shedding any tears over its exclusion. This is another place
    where states have come a long way over the life of NCLB. Actual state policy
    that requires annual evaluations and evidence of student learning is preferable to vague promises to the feds
    any day.
    We
    were pleasantly surprised to see a little gem that limits the use of Title II
    Part A funds for class-size reduction to “evidence-based levels.” With so much
    of this funding currently supporting small reductions that, according to
    research, make no difference in student outcomes, this nugget could
    dramatically change how districts use these dollars.
    With
    the House not sharing the Senate’s bipartisan approach to reauthorization, the
    path forward for ESEA is far from clear. But another bill may have a greater
    chance at moving soon, and this one—FERPA—has
    us truly worried.
    FERPA
    is the Family Educational Rights and Privacy Act that gives parents protections
    over their children’s educational records. With so much focus on data leaks and
    privacy rights, it’s not surprising that a FERPA overhaul would be on Congress’
    agenda.
    Data
    privacy is not really in NCTQ’s wheelhouse, and parents are certainly entitled
    to know that information about their children is safeguarded. We’ll leave it to
    those
    with privacy expertise
    to
    talk more about that.
    What
    has us so concerned are provisions in the draft currently circulating that
    would allow parent opt-out of any use of student data by a third party. By our
    read, this could not only devastate educational researchers’ access to student
    information, but could also wreak havoc on the use of performance data for
    accountability purposes, if the state or district contracts any of that
    analysis to a third party.
    How
    will we put stock in any research study when we won’t know if the results are
    skewed due to the exclusion of students whose parents opted out? How will we
    know that school accountability or teacher evaluation results are
    representative and accurate?
    Surely,
    we can protect parents and children without sacrificing our accountability
    mechanisms and important research.

    Are you worried, too? Let your friends on the
    Hill know.

    April 16, 2015

    The Good Behavior Game

    The Good Behavior Game

    As I
    think about my career plans for next year when I will begin work as a first-year
    high school math teacher, I am both excited and nervous about taking on
    teaching’s many demands. Managing a classroom full of twenty students will be a
    challenge which I would like to prepare for as much as possible. So when I was
    asked to research a classroom management strategy for NCTQ, I jumped at the
    opportunity.
    During
    my research, I came to learn of a classroom management strategy called the Good
    Behavior Game (GBG); it was developed in 1967 by a novice fourth grade teacher
    named Muriel Saunders. The GBG creates a functional, engaged classroom by
    rewarding groups that best exhibit defined behaviors, such as following
    classroom rules. 
    Education
    is a field in which only one in 1,000 studies is replicated even once (Makel and Plucker). In contrast, the effects
    of the GBG have been replicated in over 50 studies between 1969 and 2015. Each
    study has proven the GBG’s effectiveness in reducing disruptive behaviors in
    pre-K through 12th grade and in producing longer-term positive effects on
    academic performance.
    After
    doing my own research on the GBG, I set off to determine how many of my future
    colleagues will likely have learned about the strategy as they enter classrooms
    around the country. The results were surprising. Of the 12 classroom management
    textbooks evaluated in NCTQ’s classroom
    management report
    ,
    including popular texts such as Marzano’s Classroom
    Management that Works
    and Wong’s The
    First Days of School
    , not a single one mentioned the Good Behavior Game.
    While
    I didn’t have ready access to a larger sample of textbooks, I was able to
    estimate that approximately two percent of teacher candidates are exposed to
    the GBG in their preparation courses. To arrive at this estimate, I looked
    through all of the citations of Barrish (the seminal study of the
    GBG) to find 16 classroom management textbooks published in the last 10 years
    which reference the GBG. I then developed an inventory of the textbooks used in
    90 classroom management courses. Of those 90 courses, only two use one of those
    16 textbooks.
    Why is
    the GBG ignored in teacher prep when classroom management is so critically
    important for novice teachers? NCTQ’s classroom
    management report
    provides a full discussion, but in short, teacher educators promote
    engagement as the be-all and end-all of classroom management. Approaches that
    rely on behaviorist principles—such as the positive reinforcement at the heart
    of the GBG—are belittled or ignored.
    How wrong is it to deprive new teachers of an
    approach that can allow them to be more effective instructors and their
    students to be more successful learners? The Good Behavior Game is a useful, research-driven
    strategy that I am fortunate to have learned before beginning my future
    teaching career. The fact that so many of my peers will not have had the same
    opportunity is an embarrassment for the field of teacher prep. Perhaps more
    programs will benefit by adding this useful strategy in their preparation
    curriculum.

    April 16, 2015

    They may be twin studies but their results sure aren’t identical

    They may be twin studies but their results sure aren’t identical

    We were heartened to find not one–but two–education studies this month using data gleaned from twins to answer research questions about teacher quality and classroom performance. This is a novel approach for education research, although it’s quite common in other kinds of social science research. The working theory is plausible (though not foolproof): by comparing how twins perform under different teachers, researchers can pull out real differences attributable to schools and not students’ backgrounds.
    Netherlands studytakes advantage of a policy in Dutch schools where twins are always assigned to different classrooms to examine the impact of teacher experience on student achievement. Researchers were able to compare the academic outcomes for 495 twin sets in grades 2, 4, 6 and 8. 
    Early in their schooling, twins’ scores in grade 2 show meaningful (and statistically significant) differences based on the experience of their teachers. For each additional year of experience one twin’s teacher had over the other’s, there was about 1.5 percent of a standard deviation’s growth; that may  sound small, but over time that difference adds up. 
    The researchers think that an examination of twins’ performance is an especially robust idea for early grades because there’s little chance that students would have been sorted into classes based on their academic abilities at so young an age.
    That might explain why in higher grades, the impact of teacher experience decreases: the effect on students in grades 4 and 6 is only found in reading and all gains due to teachers’ years of experience disappear in grade 8.
    The most interesting finding here may be that there was no evidence of the ‘plateau effect’ from experience that American studies frequently find at about year five in a teacher’s career. Rather, the effect of experience found in this study is linear, meaning that a 20-year veteran is consistently more effective than a 15-year veteran who is consistently more effective than a 10-year veteran, and so on.
    Back in the U.S., another twin study also looks at the relationship between teacher characteristics and student outcomes. The research considers master’s degrees (where no relationship with student outcomes has ever been soundly documented), national board certification (where a relationship has been found that correlates with increased student outcomes) and teacher experience. Of the three factors, teacher experience seemed to be the teacher characteristic most strongly related to student outcomes. Unlike the Netherlands study, though, the effect of a teacher working longer tapers off, as almost every American study has shown, after about a five-year career.

    April 16, 2015

    Tune in to NCTQ (April 2015): District policy

    Tune in to NCTQ (April 2015): District policy

    Given the
    general direction of federal and state policy over the past few years, one
    could easily think most large districts include, or have set plans to include,
    some measure of student growth in teacher evaluations. But, as our latest Teacher Trendline
    shows, 28 percent of districts in NCTQ’s Teacher Contract Database still do not
    include such measures.
    When it
    comes to evaluation frequency, the majority of districts in our database do evaluate all their teachers annually,
    both tenured and non-tenured. Nearly 77 percent of districts evaluate
    non-tenured teachers once a year. Clark
    County (NV)
    stands out,
    formally evaluating non-tenured teachers three times a year. Far fewer
    districts (54 percent) evaluate tenured teachers annually. Nearly a quarter
    only do so once every three years. Worse, in five California districts—FresnoLong BeachLos AngelesSacramento and San Diego, teachers are only evaluated only once every
    five years after they’ve taught ten years.
    Read more about teacher evaluation trends across
    the districts in our Teacher Contract database, here.

    April 16, 2015

    Tune in to NCTQ (April 2015): State Policy

    Tune in to NCTQ (April 2015): State Policy

    For as long
    as NCTQ has been tracking teacher policy, states have overwhelmingly set a
    lower bar for licensing new
    special education teachers. This is especially troubling now, as most
    special education students are expected to meet new college- and
    career-readiness standards.

    Consider
    this: 35 states still offer or exclusively grant K-12 special education teacher
    licenses, sending an unequivocal message that the content knowledge and
    pedagogy needed for an elementary and secondary special education classroom are
    interchangeable. Just 15 states require special education teachers to even pass
    a content knowledge test.
    Of the 18
    states that require general ed elementary teacher candidates to pass an
    adequate test of the science of reading, only 11 also require special education
    teachers at the elementary level to pass the same test. Considering that
    reading difficulties are the primary reason for referrals to special education,
    the absence of a requirement should trip some alarms. The remaining seven
    states, Alabama, Florida, Minnesota, Mississippi, New Hampshire, New Mexico and Ohio, all need to close this loophole.
    There are notable exceptions. New York, in particular, stands out. In
    addition to requiring special education teachers to pass content tests that
    appear to be as rigorous as what is required of other teachers, New York is the only state that
    requires secondary special education teachers to demonstrate content knowledge
    in all subjects they are licensed to teach.

    April 16, 2015

    Tune in to NCTQ (April 2015): Teacher prep

    Tune in to NCTQ (April 2015): Teacher prep

    The
    surprising news about Russ Whitehurst’s departure from Brookings Institution’s
    Brown Center on Education Policy, a center he had ably led since 2009, has us
    scratching our heads as much as
    anyone else in the DC policy community.

    As an
    organization, NCTQ is very grateful to Whitehurst for his continuing work on
    NCTQ’s Audit Panel, where he’s helped make sure the ratings processes for the Teacher
    Prep Review
    meet
    the highest standards. But of course his justly earned claim to fame is his
    having founded the U.S. Department of Education’s Institute for Education
    Sciences. And it was as director there that he helped lay the intellectual
    foundation for far stronger teacher preparation and classroom instruction than
    we have today.
    One of the
    main obstacles to improving teacher effectiveness has long been the meager
    research base on what teachers should
    be trainedto be able to do. The
    relative paucity of research in what works in teaching as compared to, for
    example, medicine, has paved the way for the field’s abdication of training
    altogether.
    But while
    there remains much we do not know about what constitutes good teaching, there
    in fact is a core set of strategies, identified through high-quality research,
    that every teacher should master. Russ had the IES assemble and pressure-test
    this research, and then put out highly readable practice guides highlighting the teaching strategies that have the
    greatest demonstrated impact. Thanks to him, teaching and teacher prep now have
    some of the blocks around which the profession could be built.
    Unfortunately, as we’ve found in our own past
    research on training in classroom management and our upcoming report on the fundamentals of
    instruction, these practice guides have gone largely ignored by teacher
    educators. But by publicly rating programs on how well they train teachers to
    use the strategies in the practice guides, we aim to draw the field’s attention
    back to the strong research contained in the practice guides and firmly
    ensconce Whitehurst’s legacy in the training of new teachers.

    April 16, 2015

    When it comes to teachers understanding fractions, it is a small world after all
  • Elementary Math
  • When it comes to teachers understanding fractions, it is a small world after all

    As scarce as
    international studies on teaching generally are, we were glad to see two new
    studies looking at what it takes to be a successful math teacher. Both provide
    more evidence that there are two distinct types of knowledge relevant to
    teaching mathematics: content knowledge and pedagogical content knowledge. The
    former is self-evident; the latter involves the capacity to understand possible
    student misconceptions, to recognize alternative problem-solving approaches,
    and so on. 

    One study looks at teachers in Belgium (Teachers’ content
    and pedagogical content knowledge on rational numbers: A comparison of
    prospective elementary and lower secondary school teachers) while the other focuses on teachers in Taiwan and Germany
    (Content knowledge and pedagogical content knowledge in Taiwanese and German
    mathematics teachers). The studies share a few common and not wholly surprising
    findings:
    The two types of knowledge are definitely
    different and, fortunately, both can be measured.

    The fact that secondary teachers have greater
    content knowledge than lower level teachers doesn’t always imply that they have
    greater pedagogical content knowledge.

    Frankly, the
    most interesting piece of information in the two articles is how poorly
    Belgium’s elementary and lower secondary teachers performed on a test of
    pedagogical content knowledge involving fraction problems (even though Belgian
    students outperform ours both as 9-year olds and
    15- year olds). It’s well established that American
    elementary and middle school teachers are relatively weak in math, but it’s an
    eye opener to see that on a math problem involving division by a fraction, 86
    percent of teachers in higher-ranked Belgium were incorrect.
    In any case,
    this revelation of the difficulty elementary and middle school teachers have
    with fractions no matter what side of the pond they’re on poses an excellent
    opportunity to show very graphically the difference between two elementary math
    textbooks we’ve evaluated and how each takes a very different approach to
    developing both content knowledge and pedagogical content knowledge.
    First a bit of math on the topic of division by
    a fraction: Teachers should most definitely not reinforce the idea that the basis for this operation is
    a mystery. (“Ours is not to wonder why, just invert and
    multiply!”)  A good teacher can demonstrate the two types of situations
    modeled by this equation:
    In the first
    situation, we’re finding out how many quantities of 1/4th are in 1/2 (there are
    2);  in the second situation, we’re
    finding out that if we did 1/4th of a job with 1/2 of a quantity, it will take
    2 of the quantity to complete the job.

    (Keep
    reading.  No one said this was easy!)
    Here’s how a
    textbook to which we gave a low score (Mathematics
    for Elementary School Teachers
    , Bassarear, 5th ed.) presents this topic on p. 280:
    There’s half a page of discussion that draws on the use of the multiplicative
    inverse in an abstract way and provides no explanatory graphic. In fact, the
    author explains, “Unlike most of the other algorithms we have examined,
    [the invert-and-multiply algorithm] does not lend itself to a diagrammatic
    representation.”
    Here’s the final part of the explanation
    offered:

    Good thing
    that Sybilla Beckmann (author of a textbook to which we gave a high score,
    Mathematics for Elementary Teachers with
    Activities
    , 4th ed.) wasn’t paying attention to that conclusion. She
    provides three pages of discussion demonstrating both types of situation
    described above, with no fewer than four explanatory graphics—exactly the types
    of graphics elementary teachers can use in their own instruction.

    Here’s one
    of the graphics (and
    the full discussion can be found here): 


    The quality
    of textbooks in both elementary math and early reading prep vary dramatically.
    Since our first reports on the preparation of elementary teachers in
    math
    and
    reading, we’ve invested a lot in textbook reviews (analyzing the several
    dozen elementary math textbooks and close to 1,000 early reading textbooks).
    Ratings are based on extensive textbook reviews done by experts; in the case of
    math textbooks, reviews are done by mathematicians well versed in the art of
    teaching mathematically-skittish elementary teacher candidates. We’ve posted
    both the
    math
    and
    reading textbook reviews; doing more to ensure that teacher prep
    instructors hear about these evaluations the next time they choose a textbook
    for their course is critical.

    April 16, 2015

    Contract round up: San Francisco, Albuquerque, Brevard County (FL), Elgin U-46 (IL) and Tulsa

    Contract round up: San Francisco, Albuquerque, Brevard County (FL), Elgin U-46 (IL) and Tulsa

    This month’s Catching up on Contracts reports on contract changes in five districts in our Teacher Contract DatabaseSan Francisco Unified School DistrictAlbuquerque Public SchoolsBrevard County School DistrictElgin School District U-46 and Tulsa Public Schools.  

    April 14, 2015

    March 2015: Teacher Evaluations
  • Teacher Evaluation
  • March 2015: Teacher Evaluations

    For this month’s Trendline, we closely examine teacher evaluation policies in the largest districts across the country. Specifically, we take a look at the major components within evaluations, frequency and teachers’ ability to grieve their evaluation ratings.

    April 2, 2015

    Contract round up: Mesa, Oklahoma City, Omaha, Long Beach and Hartford

    Contract round up: Mesa, Oklahoma City, Omaha, Long Beach and Hartford

    This month’s Catching up on Contracts focuses on salaries and benefits in the five districts we reviewed. In four of the featured districts, Oklahoma City Public SchoolsOmaha Public SchoolsLong Beach Unified School District and Hartford Public Schools, the salary changes are nothing out of the ordinary. However, one district, Mesa Public Schools, introduced a complete overhaul of its previous salary structure this school year.

    March 18, 2015