The middle school plunge: achievement tumbles when young students change schools.
West, Martin R. ; Schwerdt, Guido
In 2010, the Charlotte-Mecklenburg (North Carolina) school district
shuttered four of its eight middle schools, opting to serve students in
elementary schools spanning kindergarten through grade 8. In so doing,
it followed in the footsteps of urban school districts such as
Baltimore, Milwaukee, Philadelphia, and New York City, all of which have
in the past decade expanded their reliance on the once ubiquitous K-8
model.
Not all school systems are moving in that direction. In Cambridge,
Massachusetts, a district with surprisingly low student performance
given the substantial per-pupil resources at its command, the school
committee has decided to try to boost student achievement by abandoning
its K-8 model in favor of having separate middle schools that serve
grades 6 through 8 (though, in an unusual twist, each of the latter will
be housed in the same facility as an elementary school).
In short, policymakers nationwide continue to wrestle with a basic
question: At what grade level should students move to a new school? In
the most common grade configuration in American school districts, public
school students make two school transitions, entering a middle school in
grade 6 or 7 and a high school in grade 9. This pattern reflects the
influence of enrollment pressures and pedagogical theories that, over
the past half century, all but eliminated the K-8 school from the
American education landscape. A small fraction of students do attend
public schools encompassing grades K-8, 6-12, or even K-12, however. We
exploit this variation by comparing the achievement trajectories of
Florida students entering a middle school or a high school to those of
their peers who do not make those transitions.
Our study extends research conducted in New York City (see
"Stuck in the Middle," research, Fall 2010), in which Jonah
Rockoff and Benjamin Lockwood found that entering a middle school causes
a sharp drop in student achievement relative to the performance of those
remaining in K-8 schools. It is hard to know whether one can generalize from results from the nation's largest city (and school district),
however, especially when it employs a complex procedure for assigning
students to middle schools. Also, the New York City study was unable to
follow students after 8th grade, making it impossible to know whether
the negative impacts that were observed were temporary or extended into
high school. This is a critical question inasmuch as a key rationale for
middle school is its potential for easing the transition to high school.
What is lost at the first transition may be more than gained at the
second, which is presumably less abrupt for the middle-school child than
for the one entering high school directly from an elementary-school
environment.
To explore these issues, we use statewide data covering all
students in Florida public schools who were in grades 3 to 10 between
2000 and 2009. Although a large majority of Florida students enter a
middle school in grade 6, some do so in grade 7. Still others attend K-8
schools and avoid the middle-school transition altogether. To determine
whether entering a middle school in grade 6 or grade 7 has any effect on
achievement, we examine whether students experience a drop in test
scores relative to students in K-8 schools that coincides with their
transition to the new school. In the same way, we compare the learning
trajectories of students entering high school in grade 9 to those of
students who attend K-12, 6-12, or 7-12 schools in order to determine
whether high-school transitions affect achievement.
Our results cast serious doubt on the wisdom of the middle-school
experiment that has become such a prominent feature of American
education. We find that moving to a middle school causes a substantial
drop in student test scores (relative to that of students who remain in
K-8 schools) the first year in which the transition takes place, not
just in New York City but also in the big cities, suburbs, and
small-town and rural areas of Florida. Further, we find that the
relative achievement of middle-school students continues to decline in
the subsequent years they spend in such schools. Nor do we find any sign
that the middle-school students catch up with those who remained in the
K-8 environment once all of them have entered high school. On the
contrary, students entering a middle school in grade 6 are more likely
not to be enrolled in any Florida public school as 10th graders (despite
having been enrolled in grade 9), a strong indication that they have
dropped out of school by that time.
We also find that the transition to high school causes a small drop
in student achievement for all students who make this transition (as
distinct from those in schools with 6-12 grade configurations). However,
this drop holds far less policy significance both because of its size
and because the decline does not appear to persist beyond grade 9.
The achievement drops we observe as students move to both middle
and high schools suggest that moving from one school to another (or
simply being in the youngest grade in a school) adversely affects
student performance. The size and persistence of the effect of entering
a middle school, however, suggests that such transitions are
particularly damaging for adolescent students or that middle schools
provide lower-quality education than K-8 schools provide for students at
the same point in their education.
Data and Method
We draw the data for our analysis from the Florida Department of
Education's PK-20 Education Data Warehouse. The data contain state
math and reading test scores for all Florida students attending public
schools in grades 3 to 10 from the 2000-01 through 2008-09 school years.
They also include information on the school each student attends and its
location as well as student characteristics such as ethnicity, gender,
special education classification, and eligibility for a free or
reduced-price lunch.
We use different samples of students for different parts of our
analysis. First, to estimate the effect of entering a middle school in
grade 6 or 7, we examine only students enrolled in grade 3 between 2001
and 2004 who completed the state test in both math and reading in each
of the subsequent five years. Second, to investigate whether the effects
of middle-school entry persist through grades 9 and 10, we examine only
students enrolled in grade 3 in 2001 or 2002 who were tested in both
subjects each of the following seven years. Finally, to estimate the
effect of entering high school in grade 9, we examine students enrolled
in grade 6 between 2001 and 2005 who were tested in both math and
reading in the following four years.
Our strategy for identifying the effects of alternative grade
configurations on student achievement parallels and extends that of
Rockoff and Lockwood's study of New York City middle schools
mentioned above. Specifically, we examine changes in individual
students' achievement over time, focusing on differences in the
timing of students' entry into middle school that result from the
grade configuration of the school the student attended in 3rd grade. For
example, we are interested in whether students who attended a K-6 school
in 3rd grade experience a drop in their achievement in 7th grade
relative to students who attended a K-8 school in 3rd grade and thus did
not switch schools between grades 6 and 7.
The key assumption of our methodology is that there are no
unobserved differences between students who in 3rd grade attended
schools that had these different grade configurations that affect
achievement precisely in the year when students enter middle school. In
other words, we are assuming that the negative effect of a transition is
not anticipated by parents and reflected in the choice of a school with
a particular grade configuration in grade 3. We conduct an analogous analysis of high-school entry, taking advantage of the different grade
configurations of the schools students attended in 6th grade.
Because we compare the achievement of individual students to
themselves over time, our analysis takes into account all student
characteristics (both observed and unobserved) that do not change over
time. In addition, we also control for whether the individual student
had been retained in a grade, whether the student had ever been
retained, and whether the student attends a charter school (which in
Florida are more likely than traditional public schools to have K-8
configurations).
The Middle-School Cliff
We find that students who will enter a middle school in 6th or 7th
grade have positive achievement trajectories in math and reading from
3rd grade to 5th, relative to their counterparts who will never enter a
middle school because they attend a school that continues through 8th
grade. Achievement in both subjects falls dramatically in 6th grade for
students who enter middle school in that grade. Students who will enter
middle school in grade 7 continue to improve relative to their K-8 peers
through grade 6, but experience a sharp drop in achievement upon
entering middle school in grade 7.
Specifically, we find math achievement falls by 0.12 standard
deviations and reading achievement falls by 0.09 standard deviations for
transitions at grade 6 (see Figure 1). Students who make the transition
at grade 7 experience even larger drops in their achievement of 0.22 and
0.15 standard deviations in math and reading, respectively. National
data indicate that student achievement increases by roughly 0.30
standard deviations in math and 0.25 standard deviations in reading each
year for typical 6th- and 7th-grade students. The drops in achievement
we observe for students entering middle schools therefore amount to
between 3.5 and 7 months of expected learning over the course of a
10-month school year.
[FIGURE 1 OMITTED]
Just as troubling is the fact that these students' relative
performance in both subjects continues to decline in subsequent
middle-school grades. After three years in a middle school, students who
entered in 6th grade score 0.23 standard deviations in math and 0.14
standard deviations in reading worse than we would have expected had
they attended a K-8 school. After two years in a middle school, students
who entered in 7th grade underperform by 0.31 standard deviations in
math and 0.15 standard deviations in reading.
We also find little evidence that students who attend middle school
make larger achievement gains than their peers in grades 9 and 10, by
which time most Florida students have entered high school. In addressing
this issue we must limit our attention to the two cohorts of students
entering 3rd grade prior to 2001 or 2002, whose progress we are able to
follow through the 10th grade. Although the math achievement of students
who entered middle school in 7th grade improves by 0.05 standard
deviations in 9th grade relative to students who attended K-8 schools,
the same pattern is not evident in reading or in either subject for the
much larger group of students who entered middle school in 6th grade
(see Figure 2). In other words, we can safely reject the hypothesis that
students who attend middle schools benefit at the transition to high
school from their previous experience with school transition or from the
specific educational programs available in middle schools.
No Recovery (Figure 2)
There is little indication that students who attend middle schools
fare better at the transition to high school than their K-8 peers.
By 10th grade, students who attended middle schools perform at
considerably lower levels in math and reading than would be expected
had they attended a K-8 school
Math Achievement (relative to students in k-8 schools)
Change at middle Change at high school
school transition transition
Students entering -0.06 -0.01
middle school in
grade 6
Students entering -0.12 0.04
middle school in
grade 7
Total change middle
school entry to grade
10
Students entering -0.07
middle school in
grade 6
Students entering -0.13
middle school in
grade 7
Reading Achievement (relative to students in k-8 schools)
Change at middle Change at high school
school transition transition
Student entering -0.06 -0.01
middle school in
grade 6
Student entering -0.12 0.04
middle school in
grade 7
Total change middle
school entry to grade
10
Student entering -0.07
middle school in
grade 6
Student entering -0.13
middle school in
grade 7
Note: Based on Florida students enrolled in grade 3 in 2001 and 2002
who completed the state test in both math and reading in each of the
subsequent seven years.
SOURCE: Authors' calculations
Note: Table made from bar graph.
Investigating the transition to high school, we find that students
moving to a new high school between grades 8 and 9 suffer a small drop
in achievement of 0.03 standard deviations in math and 0.04 standard
deviations in reading (relative to those in grade 6-12 schools or
schools with another configuration that requires no transition at this
point). However, their relative achievement trajectories become positive
again after this drop at the transition point.
We supplement our analysis on math and reading achievement with
similar analyses of the effects of entering a middle school on the
probability of students' not being enrolled in a Florida public
school in 10th grade (a proxy for dropping out of high school by this
time) and on being retained in 9th grade (often a strong predictor that
a student will leave school prior to graduation). Our results suggest
that entering a middle school in 6th grade increases the probability of
early dropout by 1.4 percentage points (or 18 percent). Although
entering a middle school in 7th grade does not appear to increase early
dropout, it increases the probability that a student will be retained in
9th grade by 1 percentage point. Both results provide additional cause
for concern with the middle-school model.
Is it possible that our results reflect differences across school
districts that employ alternative grade configurations? We explore this
question by conducting our test-score analysis separately for schools in
Miami-Dade County. With more than 345,000 students, Miami-Dade is the
largest district in Florida and offers a wide range of grade
configurations for students up through grade 8. We find that the
negative effects of entering a middle school for grade 6 or grade 7 are,
if anything, even more pronounced in Miami-Dade County than they are
statewide.
Not Just an Urban Problem
This result for Miami-Dade County raises the possibility that the
negative effects of middle-school entry are only notable in urban
settings. We address this issue by looking separately at the effects of
entering a middle or high school across communities of varying sizes.
Using Census Bureau classifications, we group students into three
categories according to the location of the school they attended in 3rd
grade: 1) a large or midsize city, 2) suburbia (specifically, the urban
fringe of a large or midsize city), and 3) towns and rural areas. The
results suggest that the negative effects of entering a middle school
are most pronounced in cities, but they remain sizable even in rural
areas, confirming that the negative effects of configurations that
separate the middle-school grades are by no means limited to urban
school districts.
We also examine whether the middle-school effect varies across
subgroups of students defined in terms of prior test performance,
ethnicity, and gender. Students whose 3rd-grade scores were below the
statewide median saw substantially larger declines in math scores at
both the middle - and high-school transition points than higherachieving
students. These patterns are consistent with the theory that
lower-achieving students have access to fewer educational resources
outside of school and may therefore be at higher risk of being adversely
affected by school transitions. We find no clear indication that the
negative effect differs in size for higher- and lower-achieving students
in reading, however.
Results for students of different ethnicities follow a similar
pattern. Grade configuration has a larger effect on the math scores of
traditionally disadvantaged subgroups than on other students. Black
students in particular demonstrate large relative gains in math
achievement prior to entering a middle school but then suffer larger
drops both at and following the transition. Again, however, we find only
small and statistically insignificant differences between the effects
estimated for students of different ethnicities in reading. We find no
differences in the effects for girls and boys.
Potential Explanations
Our results confirm that transitions into both middle schools and
high schools cause drops in student achievement but that these effects
are far larger for students entering middle schools. One possible
interpretation of this pattern is that school transitions are more
disruptive for younger students, perhaps because they are more
susceptible to the negative influence of older students. Yet our
estimates suggest that the effect of middle-school entry on student
achievement is larger for students entering in grade 7 than for students
entering in grade 6. Moreover, the fact that relative achievement
continues to decline after students' initial entry into middle
schools suggests that average educational quality in Florida is lower in
stand-alone middle schools than in schools serving grades K-8.
To explore why this might be the case, we first examine several
characteristics of Florida elementary, middle, and K-8 schools. The most
striking difference across school types involves cohort sizes (the
average number of students in each grade). Although middle schools offer
far fewer grades than K-8 schools, Florida middle schools on average
enroll 146 more students than their K-8 counterparts; as a result,
typical grade cohorts are almost three times as large. Florida middle
schools also spend 11 percent less per student and have higher
student-teacher ratios than K-8 schools, suggesting a potential role for
differences in available resources. In contrast, we find no evidence
that differences in observed teacher characteristics could explain our
findings. Average teacher experience and average teacher salaries are
similar across school types, while the share of the school's
instructional staff without prior experience is modestly higher in K-8
schools.
We conduct two analyses to shed light on whether these observed
differences between middle schools and K-8 schools are likely to
contribute to differences in school quality. First, we rerun our
test-score analysis while controlling for these differences and find a
similar pattern of results. Second, we examine whether the size of the
drop in relative achievement suffered by students entering middle school
in grade 6 varied with the characteristics of the middle school they
attended. The results of this analysis again provide little evidence
that low middle-school quality stems from differences in the school
characteristics we can observe.
Middle schools could also differ from K-8 schools in their
educational practices in ways that lead to lower student-achievement
gains. To explore this possibility, we draw on a unique survey of
Florida school principals conducted in 2003-04 to document responses to
the state's high-stakes accountability system. Confidentiality
requirements preclude us from linking survey responses to specific
schools, but we can document any differences in the average responses
offered by principals of different school types.
We find few significant differences in the educational practices of
the two groups of schools in our study. In particular, we observe no
differences in the length of the school day or in measures of the extent
to which schools had adopted specific policies to help low-performing
students, policies to improve the performance of ineffective teachers,
and incentives to reward highly effective teachers. If anything, these
measures suggest that middle schools are more likely to have policies
aimed at improving student achievement. We also find no differences
across school types when we measure the degree of teacher autonomy.
A final set of survey items asked not about specific policies or
practices but about the school's overall climate. On these items,
middle-school principals expressed significantly lower levels of
agreement with statements indicating that their new and veteran teachers
were excellent. This suggests that teachers in these schools may be less
well equipped to deal with the challenges presented by their students.
More middle-school principals also agreed with the statement that
parents are worried about violence in the school. Although differences
on the remaining items were statistically insignificant, they
consistently point in the direction of middle schools having
less-favorable school climates than K-8 schools.
In short, we find little evidence that the negative effects of
attending a middle school are attributable to differences in resources,
cohort sizes, or educational practices. We do, however, find suggestive evidence that the overall climate for student learning is worse in
middle schools than in schools that serve students from elementary
school through the 8th grade. This suggests a final potential
interpretation of our results that is directly related to the choice of
grade configuration: students may benefit from being among the oldest
students in a school setting that includes very young students, perhaps
because they have greater opportunity to take on leadership roles. This
interpretation could account for both the gains in relative achievement
made by students in K-5 and K-6 schools prior to entering middle schools
and the superior performance of K-8 students relative to their peers in
middle schools. A possible, if unlikely, alternative explanation is that
students entering schools with different grade configurations have
different growth trajectories for reasons having nothing to do with
their schooling environment.
Taken as a whole, our results suggest that school transitions lower
student achievement but that attending middle schools in particular has
adverse consequences for American students. Especially when considered
along with those of other recent studies, our findings clearly support
ongoing efforts in urban school districts to convert stand-alone
elementary and middle schools into schools with K-8 configurations. They
are also relevant to the expanding charter-school sector, which has the
opportunity to choose grade configurations without the disruption caused
by school closures. More research is needed to see whether policy or
pedagogical innovations can mitigate the effects of middle school. In
the meantime, policymakers should exercise caution before extending the
middle-school experiment to school districts that still enjoy the K-8
configuration.
Students entering a middle school in grade 6 are more likely not to
be enrolled in any Florida public school as 10th graders, a strong
indication that they have dropped out.
The drops in achievement we observe for students entering middle
schools amount to between 3.5 and 7 months of expected learning over the
10-month school year.
Black students in particular demonstrate large relative gains in
math achievement prior to entering a middle school, but then suffer
larger drops both at and following the transition.
We find suggestive evidence that the overall climate for student
learning is worse in middle schools than in schools that serve students
from elementary school through the 8th grade.
Martin R. West is assistant professor of education at the Harvard
Graduate School of Education and deputy director of the Program on
Education Policy and Governance (PEPG) at Harvard's Kennedy School.
Guido Schwerdt is a researcher at the Ifo Institute for Economic
Research in Munich, Germany.