Close the State Accountability Gap
Michael Sheehy
Close the State Accountability Gap
csba at issue
By Michael Sheehy
Rethinking teacher staffing
What the research actually says
W

hen it comes to assigning teachers to classrooms, district leaders tend to trust their gut. Protect your strongest teachers from burnout. Reward effectiveness with easier rosters. Put your best people where the stakes are highest. These instincts aren’t unreasonable — but research suggests those are often the wrong choices.

Teacher staffing decisions shape student outcomes in ways that compound over time. Getting them right requires moving beyond informal norms and examining what the evidence shows about common practices, from where to place novice teachers to whether keeping students with the same teacher across years produces improved outcomes.
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Because early career teachers improve faster than at any other point in their careers, stunted growth at the start has long-term consequences for teachers and students alike.

Novice teachers need better assignments, not harder ones
It’s common practice to hand new teachers the most challenging classrooms. It’s also a mistake.

Research consistently shows that novice teachers are disproportionately assigned students with lower prior achievement, higher rates of disciplinary incidents and greater academic needs. A 2019 analysis of Los Angeles Unified School District data found this pattern was widespread and consequential. Even after accounting for the tendency to assign struggling students to newer teachers, more demanding classroom conditions still slowed teacher development. The effect was equivalent to the learning gap between a first-year teacher and a third- or fourth-year one.

Because early career teachers improve faster than at any other point in their careers, stunted growth at the start has long-term consequences for teachers and students alike. Difficult assignments are also associated with higher attrition among new teachers, meaning the instinct to give veterans the easiest rosters may be accelerating the very turnover districts are trying to prevent.

A better approach is to assign novice teachers to less demanding classrooms when possible, and pair them with strong mentors when it isn’t. Research shows mentorship can meaningfully improve both retention and student outcomes.

Effective teachers should reach more students, not fewer
One of the most counterproductive instincts in teacher staffing is treating lighter workloads as a reward for high performers.

A 2014 simulation study using North Carolina data found that typically only about 25 percent of students were taught by the top 25 percent of teachers. Strategically expanding those teachers’ reach, even by just six additional students, produced the equivalent of nearly two extra weeks of learning in math and science.

The case for strategic matching goes further. Evidence from Los Angeles USD suggests that while effective teachers tend to be broadly effective, some show particular strengths with specific student groups. Some outperform peers when working with students with disabilities; others show advantages with English learners, particularly those with bilingual skills. Paying attention to these patterns could sharpen the impact of staffing decisions even further.

Rather than shielding high performers with smaller classes or easier assignments, districts should consider structures that extend their reach: teacher-leader roles with higher pay for taking on more students or coaching colleagues, and staffing analyses that connect teacher strengths to student needs.

“Staffing to the test” sets students back
Federal and state accountability systems create powerful pressure to place strong teachers in tested grades but the research shows it tends to hurt students.

A 2019 Tennessee study found that a teacher with the lowest evaluation rating was about 10 times more likely to be reassigned to a lower elementary grade than a top-rated peer. A decade of data from Miami-Dade County showed the same dynamic, with less effective teachers systematically pushed out of tested classrooms. Students taught by these reassigned teachers experienced lower gains in both math and reading — and early deficits persisted when students moved into tested grades.

This matters because early grades aren’t lower stakes — they’re foundational. Treating them as a place to utilize less effective teachers while saving strong ones for accountability-relevant grades ignores the compounding nature of early learning, particularly in reading.

Research recommends prioritizing stability across all grade levels, limiting grade-switching driven by accountability pressure, and building evaluation systems that support retention of effective teachers and, when necessary, the exit of those who consistently underperform.

Subject specialization rarely delivers what it promises
“Departmentalization” in elementary schools asks teachers to specialize in specific subjects rather than teach across all major content areas in hopes that deeper focus will translate into stronger instruction. The evidence is less convincing.

A recent Massachusetts study found that consistent departmentalized instruction from grades 3 through 5 produced modest test score gains that largely offset the typical dip students experience entering middle school. But the same research team found that the gains weren’t driven by specialization making teachers better. Rather, they came from schools strategically assigning teachers to subjects where they already performed well.

A 2019 North Carolina study went further, finding that teachers were actually less effective after shifting to teach fewer subjects than they had been before. The negative effects were larger for teachers who specialized in a single subject and persisted across multiple years.

The fundamentals are likely a better investment than restructuring how elementary teachers do their jobs: stronger curriculum, better instructional coaching and higher-quality materials have more consistent backing in the research. If departmentalization is pursued, limiting it to upper elementary grades and preserving opportunities for teachers to build student relationships are both worth prioritizing.

Treating early grades as a place to utilize less effective teachers while saving strong ones for accountability-relevant grades ignores the compounding nature of early learning.

Grade-switching is not a neutral decision
There’s an appealing logic to keeping teachers with the same students across years — less time diagnosing needs, existing family relationships, greater instructional continuity. Research on repeat student-teacher matches does find modest benefits: small gains in math and English language arts, slightly fewer absences and lower suspension rates, with effects in high school equivalent to roughly an additional month of learning.

However, those benefits don’t apply evenly. Academic gains are largest for higher-achieving students, while students of color benefit more in behavioral outcomes than academic ones. And the gains from sustained relationships have to be weighed against a real cost: grade-specific expertise.

Research from North Carolina found that teachers became more effective not just by accumulating years of experience, but by repeatedly teaching the same grade — an effect that showed up clearly in math, where content builds sequentially from year to year. A study of Michigan elementary schools found that roughly 7 percent of teachers changed grades each year, and that those reassignments were more common in urban schools and schools serving higher proportions of students of color, precisely the students who benefit most from stable, expert instruction.

Formal looping programs, where teachers deliberately advance a grade alongside their students, show similarly modest and mixed results. Evidence from Chile suggests small but meaningful gains; a Canadian study found higher grades in looped classrooms but no clear improvement in teacher-student relationships.

The takeaway: grade-switching carries real costs and shouldn’t be treated as inconsequential. Districts should limit reassignments to situations where they’re strategically justified — and make sure staffing instability isn’t falling disproportionately on the students who can least afford it.

Conclusion
Teacher staffing deserves rigorous analysis. The research is clear that who teaches which students matters — and that some of the field’s most common practices work against that goal. Strategic staffing isn’t just an operational decision. It’s one of the most powerful levers districts have for improving long-term student outcomes.
Michael Sheehy is a senior policy analyst with the National Council on Teacher Quality. He has also served as a senior policy analyst with The Hunt Institute, where he led the organization’s work measuring parent and voter priorities for K-12 education.