
 |
The No Child Left Behind Act has set strict
annual performance accountability goals for
educators, while giving schools unprecedented
freedom to experiment with new models
to promote achievement. Limiting classroom
size has been a frequent focus of efforts,
given the sizable research on the benefits of
smaller classes. Other models have worked
to narrow the achievement gap between
elementary school boys and girls.
In “Resource and Peer Impacts on Girls’
Academic Achievement: Evidence from a
Randomized Experiment,”(1) Diane Whitmore
Schanzenbach exploits a large data set that
randomly assigned youth to small or large
classes to test whether boys in predominantly
female classrooms performed better than
boys in more mixed classrooms. Her findings
suggest that there are early benefits to boys,
which dissipate after third grade—perhaps
because of changing classroom dynamics
and academic shifts or changing peer pressures.
The study also supports much past research
on the benefits of small class sizes.
Study Design
Schanzenbach analyzed data from Tennessee’s
Project STAR, a randomized experiment
that assigned students to small classes (13–17
children) or regular-size classes (22–25
children) in kindergarten through third grade.
The project was implemented at seventynine
schools starting in 1985 and eventually
included 11,600 students. Teachers were
also randomly assigned to classrooms. Baseline
analyses show that small classes improve
school performance for students, especially
from kindergarten through third grade,
and the benefits are more pronounced and
last longer for African-American girls.
The improvements are also similar for boys
and girls.
|
The Project STAR data allowed for the study
of the effects of sex composition in the
small classes since, by virtue of the small size,
the difference of three or four more or
fewer girls in a small class creates a large
difference in the proportion of the classroom
that is female. Schanzenbach’s study
controlled for students’ gender, free-lunch
(economic) status, and race, as well as
whether the class size assigned is small or
regular, along with school fixed effects.
Effects of Girls on Class Achievement
Prior to third grade, both girls and boys
benefit from placement in a class that is
small and predominantly female.
Kindergarteners in small, predominantly
female classes score an average of 2.3
percentile points higher than those in small
classes that are predominantly male. Results
of the effects of the sex makeup in first
grade classes were not statistically significant.
However, this is likely because at the time
the Project STAR data were collected,
Tennessee did not require children to attend
kindergarten, and the influx of new
students may have disrupted the classrooms
enough to offset gains from the predominantly
female classes. By second grade,
students in the small, predominantly female
classes posted scores that were 2 percentile
points higher than the scores posted by
students in the predominantly male classes.
The positive impact of girls is even more
pronounced in inner-city schools, where the
increases in percentile points are about
50% higher than in all schools included in
Project STAR.
Despite these positive early effects, by third grade students
in small classes that are predominantly female score 2.4
percentile points lower than the other small classes—although
the decline is entirely attributable to the scores of the
boys in the classes. Schanzenbach identifies several possible
reasons for the boys’ poor performance. One could be
developmental changes in children as they near adolescence
and peer pressure begins to influence behavior. The
decline could also reflect the fact that students are no longer
engaged in learning to read, but must now read and
often work independently in order to learn. Because thirdgrade
boys score on average about 0.2 standard deviations
below girls in reading, boys in predominantly female
classes may be left behind because the class is progressing
too rapidly for them.
The Impact of High Scoring Peers and Girls on Individual Scores
Other studies generally find that exposure in the classroom
to higher-scoring peers has a positive “spillover” effect
on other students. Schanzenbach used the Project STAR data
to attempt to determine whether the positive impact of
girls in the classroom is likely derived from this spillover
effect on boys of girls’ typically higher scores or from another
factor. This analysis, which controlled for students who
had been in small classes and thus had higher-than-average
scores, indicates that being exposed to high-scoring peers
improves a student’s own test score by 0.6 points for every
one point increase in average peer scores. In addition,
the impact of having a predominantly female class in second
grade is a 1.3 point increase, which suggests that there is
something about having girls in the class per se that improves
outcomes for all students.
Policy Implications
Both boys and girls benefit from small classes (13–17 children).
In addition, African-American girls appear to experience
larger long-term benefits than other girls or African-American
or white boys when they attend small classes from kindergarten
through third grade. Regarding single-sex classrooms,
the study can only extrapolate, given that the classrooms
were only dominated by one gender, in this case girls, and not purely single sex. However, Schanzenbach finds that
all students do better in female-dominated classrooms until
third grade. At this point, boys fall behind and begin to
perform worse than their peers in mixed classrooms. She also
finds that the better performance is driven in part by
the influence of higher-scoring girls in the class. However,
something else—yet to be identified—is also contributing
to the positive results through second grade.