Developmental Contexts of Adolescence Reading Reaction
Reading reactions should be about one page, typed, single-spaced, and must consist of the following:
1) brief summaries of the week’s readings
2) connections or contradictions across the readings
3) synthesis of the readings (e.g. how do they together speak to the topic of the week)
4) a commentary of your thoughts about the readings or any lingering questions you have about the content.
Students will receive up to one point for each of these four areas and these reactions must demonstrate critical thinking about the readings. This reading reaction must cover all three readings about schools (e.g., the textbook chapter and two articles).
ORIGINAL ARTICLE
The Racial School Climate Gap: Within-School Disparities in Students’ Experiences of Safety, Support, and Connectedness
Adam Voight1 • Thomas Hanson2 • Meagan O’Malley2 • Latifah Adekanye1
Published online: 16 September 2015
� Society for Community Research and Action 2015
Abstract This study used student and teacher survey data
from over 400 middle schools in California to examine
within-school racial disparities in students’ experiences of
school climate. It further examined the relationship
between a school’s racial climate gaps and achievement
gaps and other school structures and norms that may help
explain why some schools have larger or smaller racial
disparities in student reports of climate than others. Mul-
tilevel regression results problematized the concept of a
‘‘school climate’’ by showing that, in an average middle
school, Black and Hispanic students have less favorable
experiences of safety, connectedness, relationships with
adults, and opportunities for participation compared to
White students. The results also show that certain racial
school climate gaps vary in magnitude across middle
schools, and in middle schools where these gaps are larger,
the racial achievement gap is also larger. Finally, the
socioeconomic status of students, student–teacher ratio,
and geographic location help explain some cross-school
variation in racial climate gaps. These findings have
implications for how school climate in conceptualized,
measured, and improved.
Keywords School climate � Race � Adolescence � Youth
development � Schools � Diversity
Introduction
Racial and ethnic disparities in academic achievement and
school discipline are fundamental problems of educational
equity in the United States. A chorus of research findings have
demonstrated that Black and Hispanic students achieve at
lower levels than their White1 peers (see Duncan and Murnane
2011) and are suspended and expelled from school more often
(Losen 2015; Skiba et al. 2011). Racial2 gaps exist due to both
school segregation as well as racial disparities within indi-
vidual schools (Fryer and Levitt 2004; Page et al. 2008).
Reducing these racial gaps is central to the priorities of the US
Department of Education and to the values of community
psychology (Sarason 1996; Weinstein 2002).
One feature of schools that may be related to these gaps
and that has garnered increased attention of late among
researchers and policymakers is school climate (e.g., Kim
et al. 2014; US Department of Education 2014; Voight
et al. 2013). Climate refers to experiences of safety, con-
nectedness to school, opportunities for meaningful partic-
ipation, and the quality of relationships between students
and staff, and these factors are related to student achieve-
ment and behavior (Hanson and Voight 2014; Thapa et al.
2013). Conceptually, climate is generally understood as a
characteristic of schools, though there is mixed evidence—
reviewed below—to suggest that students within the same
& Adam Voight
1 Cleveland State University, 2121 Euclid Avenue, JH 377,
Cleveland, OH 44115, USA
2 WestEd, San Francisco, CA, USA
1 The racial/ethnic labels ‘‘Black,’’ ‘‘Hispanic,’’ and ‘‘White’’ were
used herein in lieu of ‘‘African American,’’ ‘‘Latina/o,’’ and ‘‘White,’’
respectively, as they correspond with the California Department of
Education’s racial/ethnic designations, and thus our subsequent
operationalizations. Where appropriate, more specific racial/ethnic
labels are used. 2 While we appreciate the distinction between the terms ‘‘race’’ and
‘‘ethnicity,’’ we use the term ‘‘race’’ herein to refer to both for the
sake of brevity.
123
Am J Community Psychol (2015) 56:252–267
DOI 10.1007/s10464-015-9751-x
school may experience safety, support, and relationships
differently based on their race. This study examines the
nature of the racial school climate gap using a large sample
of California middle schools. It further examines the rela-
tionship between a school’s racial climate gaps and
achievement gaps and other school structures and norms
that may help explain why some schools have larger or
smaller racial disparities in climate experiences than
others.
Literature Review
Racial Disparities in Education
Education inequity is a persistent reality of American
culture. Almost 50 years ago, the Coleman Report (Cole-
man et al. 1966) put race-based achievement gaps on the
national radar. Since that time, achievement gaps have
remained largely unchanged (Duncan and Murnane 2011).
As early as kindergarten, there are marked differences in
academic performance between racial minority students
and their peers (Fryer and Levitt 2004). These differences
are sustained as students progress through school (Clot-
felter et al. 2009; Hanushek and Rivkin 2006).
Various reasons have been proposed to explain the racial
achievement gap. One of the simplest explanations is that
race is inextricably connected to socioeconomic status in
the United States. Poor students have fewer resources for
learning and must overcome greater barriers, and a dis-
proportionate number of poor families are racial minorities
(Hanushek and Rivkin 2006). However, even when
socioeconomic status is taken into consideration, an
achievement gap among racial groups remains (Clotfelter
et al. 2009). Social psychologists note ‘‘stereotype threat’’
as a possible contributor to the gap, wherein test takers of
stigmatized racial groups worry that they may confirm
stereotypes about intelligence, and thus perform worse due
to this stress (Steele and Aronson 1995). Other explana-
tions are socio-cultural, suggesting that minority peer
groups reward disengagement or that certain racial identi-
ties are not conducive to valuing academic success (Fryer
2010), although this explanation has been strongly con-
tested and met with much countervailing evidence (e.g.,
Warikoo and Carter 2009). Finally, some scholars point to
the disproportionate rate at which Black, Hispanic, and
American Indian students are disciplined and suspended,
distracting from learning time and undermining school
connectedness. This disparity is presumed to be a function
of either objective differences in student behavior or dis-
crimination on the part of school staff in their subjective
interpretation of student behavior (Gregory et al. 2010). A
common thread to these explanations is that the divergent
school social experiences of racial groups contribute to
educational inequalities.
School Climate
School climate refers to the school social experience (Co-
hen et al. 2009). Seidman et al. (Seidman 1988; Seidman
and Cappella, in press; Tseng and Seidman 2007) describe
climate as a social process or ‘‘within-setting social regu-
larities’’ that affect members’ subjective experiences of the
setting. The conceptualization and measurement of social
climate are longstanding projects of community psychol-
ogy (Henry, in press; Moos 1973; Trickett and Moos 1974).
A recent study identified several specific dimensions of
school climate in a survey of California middle school
students, including: (a) safety and connectedness; (b) adult-
student relationships; and (c) opportunities for meaningful
student participation (Hanson and Voight 2014). Based on
this definitional framework (which is characteristic of and
encompassed by other common definitions in the research
literature; see Cohen et al. 2009) a positive school climate
is characterized by a school environment that makes stu-
dents feel emotionally and physically safe, part of the
school community, that adults in the school respect them,
care about them, and have high expectations for their well-
being and success, and that they have opportunities to
provide input in how things work at the school.
Theoretically, having caring, supportive, respectful
relationships with adults and peers and having opportuni-
ties to meaningfully engage at school (that is, having a
positive school climate) is particularly important for mid-
dle school students, as early adolescents are understood to
have an increasing desire for autonomy and social accep-
tance (Eccles et al. 1993). Person-environment fit theories
suggest that middle schools with positive climates are a
good fit for students, leading to improved achievement
through increases in academic interest and motivation
(Moos 1987). These theories suggest that performance and
well-being are maximized when members of a setting see
their personal characteristics, abilities, and preferences as
congruent with the social processes of the setting (Moos
1987).
There is empirical evidence that a positive middle
school climate is associated with higher levels of student
achievement and lower rates of suspension and expulsion
(Brand et al. 2003; Hanson and Voight 2014). McCoy et al.
(2013) conducted one of the only studies that used longi-
tudinal data analyses to examine the directionality of the
relationship between school climate and academic
achievement in Chicago elementary schools, finding a
positive bidirectional relationship between the two vari-
ables. Furthermore, middle school students’ perceptions of
positive adult-student relationships are associated with
Am J Community Psychol (2015) 56:252–267 253
123
higher self-esteem and lower rates of depression and
behavior problems (Way et al. 2007). Student participation
and positive adult–student relationships have been corre-
lated with lower rates of secondary school violence in both
quantitative (Khoury-Kassabri et al. 2004) and qualitative
research (Johnson et al. 2012). Elementary and middle
schools with more positive relationships between adults
and students were found to have greater success imple-
menting a classroom-based violence intervention (Gregory
et al. 2007). A positive school climate appears to be gen-
erally beneficial for middle schools students.
Within-School Racial Disparities in School Climate
As mentioned above, person-environment fit theories con-
cern individuals’ appraisals of the congruence between
their personal characteristics and their settings. Different
people within the same setting can have different views of
what goes on in the setting, or how well it is working for
them based on their identity. Theorists of educational
inequalities suggest that students’ race may be an important
personal characteristic that conditions the way they expe-
rience school social processes, with Black and Hispanic
students reporting less favorable relationships and oppor-
tunities to participate at school than White students, due in
part to objective differences in how Black and Hispanic
students are treated (e.g., tracking them into less rigorous
courses) and in part to students’ subjective interpretations
of the school environment (e.g., not relating to dominant
culture teachers; Hill 1993; Noguera 2003). Thus, there is a
question as to whether the notion of climate can be gen-
eralized across an entire school. Is there a ‘‘school’’ climate
or are there ‘‘microclimates’’ of unique experiences, for
example based on a student’s race? The former under-
standing is representative of a positivist ontology, wherein
a single unified representation of climate adequately
describes any school environment, and the latter a con-
textualist one, suggesting that different students within a
school carry different representations of their school (see
Tebes 2005).
Few research studies have directly addressed this ques-
tion, but some studies of student perceptions of school
climate have included race as a control variable and report
correlations and regression coefficients that provide evi-
dence for racial disparities. Using a racially diverse sample
of middle school students pooled across schools in Illinois,
Way et al. (2007) found that students’ racial minority status
was weakly correlated with their perceptions of several
dimensions of school climate (-0.08 r 0.08), includ-
ing adult-student relationships and opportunities for
meaningful participation. Using data from 19 middle
schools in a large district in Maryland, Bradshaw et al.
(2009) found that Black and Latino students were less
likely than White students to report feeling safe at school,
although these findings were not statistically significant.
These studies do not distinguish within-school differences
from between-school differences.
Several studies have documented a within-school racial
gap in school climate experiences. Shirley and Cornell
(2012) analyzed data from 400 students in one suburban
middle school in Virginia and found that Black students
were more likely than White students to report that their
peers supported aggressive behavior and less likely to
express willingness to seek help from their teachers for
bullying and threats of violence. Kuperminc et al. (1997)
examined one urban middle school in New York state and
found that being Black or Hispanic was weakly correlated
with the positivity of a student’s school climate percep-
tions. Using multilevel analyses, research in two separate
samples of Maryland schools found that, within particular
schools, White grade-5 (Mitchell et al. 2010) and high
school (Bottiani et al. 2014) students had significantly more
positive perceptions of school climate than their Black
peers. Fan et al. (2011), in a multilevel analysis of the
nationally representative Educational Longitudinal Study
of 2002, found that Hispanic students had less favorable
perceptions of school safety, and Black students reported
less positive teacher-student relationships than did their
same-school White peers. Evidence from various geo-
graphic locations and grade levels suggest that Black,
Hispanic, and White students experience their schools
differently from one another. The presence of within-
school climate gaps across middle schools in California is
addressed in the present study’s research question #1.
No research of which we are aware has directly exam-
ined the relationship between racial disparities in both
school climate experiences and achievement in a school,
but given the theoretical and empirically demonstrated
connection between climate and achievement, it stands to
reason that this relationship may exist and that racial dis-
parities in climate experiences (specifically safety and
connectedness, adult-student relationships, and opportuni-
ties for meaningful participation) could, indeed, explain
racial achievement gaps, as depicted in Fig. 1. This asso-
ciation is examined in the present study’s research question
#2.
School Characteristics Associated with Students’
Experiences of School Climate
Why might some schools have larger or smaller racial gaps
in school climate experiences? Little is known about school
characteristics that are differentially related to student
school climate perceptions and experiences based on race.
School setting characteristics that may influence students’
school experience, in general, include setting norms (e.g.,
254 Am J Community Psychol (2015) 56:252–267
123
respecting racial diveristy; Katz and Kahn 1978), structural
characteristics such as the average background character-
istics (Moos 1973) of students and teachers in the school,
and whether the school is located in an urban, suburban, or
rural location. In this section we review characteristics of
schools that have been empirically associated with stu-
dents’ school climate perceptions and experiences, inde-
pendent of race in most cases. Though few among the
reviewed studies examined how these school characteris-
tics are differentially associated with climate experiences
among student racial subgroups, their linkage with school
climate may serve as a starting point for an exploratory
investigation of school factors associated with greater
equity. An exploratory examination of the relationship
between these school structural characteristics and norms
and within-school racial climate gaps is described in this
study’s research questions #3 and #4, respectively.
School Norms of Respect for Diversity
When schools foster an appreciation and respect for student
diversity and culture—for example by encouraging stu-
dents of all racial and cultural backgrounds to enroll in
rigorous courses and using instructional materials that
reflect the culture—students may feel safer and more
supported, especially students of color, like Black and
Hispanic students. Mattison and Aber (2007), using a
sample of Black and White high school students in a
Midwest town, found reductions in the Black–White dis-
cipline gap in schools with high levels of racial fairness,
reported by students. Datnow and Cooper (1997), in a
qualitative investigation of Black students attending afflu-
ent, predominantly White high schools, found that
involvement in cultural groups and clubs such as Black
Student Unions, Black Awareness clubs, and multicultural
alliances was related to a greater sense of school con-
nectedness. Chang and Le (2010) found that Hispanic
middle school students were more empathic to their peers
when they felt their schools respected cultural diversity
(e.g., providing opportunities to learn about diverse cul-
tures and ethnic groups in the curriculum and work with
diverse students in school activities). Tan (1999) found that
Hispanic middle and high school students who felt that
their culture was respected by other students and teachers
reported more interest in school. Bellmore et al. (2012),
using a racially diverse sample of grade-9 students, found
that students, in general, reported less racial discrimination
in schools that had strong norms of respect for racial
diversity, evident, for example, in celebrations of traditions
and music of various cultures and teachers encouraging
collaboration among students of diverse cultural groups.
Two experimental studies found that interventions
intended to improve a school’s culture of respect for
diversity also improved students’ perceptions of school
climate. One intervention that involved a racially and
socioeconomically diverse sample of grade-8 students in a
10-week racism and prejudice awareness program was
found to improve student relationships and decrease
fighting and racist attitudes (Schultz et al. 2001). The
second intervention involved enrolling students in an urban
middle school who self-identified as being of African
descent in an African and African American culture class
and was found to improve participants’ sense of school
connectedness (Lewis et al. 2006).
Teacher Race
Research that examines the association of teacher race and
school climate outcomes is scant, but there is evidence to
suggest a connection between teacher race and student aca-
demic engagement. Goldsmith (2004) used a nationally
representative sample of grade-8 students to show that a
higher proportion of Black and Hispanic teachers in a school
was associated with more positive attitudes toward school
for Black and Hispanic students but was not significantly
associated with the attitudes of White students. Using a
sample of Texas school districts, Meier et al. (1999) found
that, after controlling for poverty rate and expenditures,
districts with more Black and Hispanic teachers had higher
levels of student academic performance, both for racial
minority students and for White students.
Student–Teacher Ratio
Research has shown that lower student–teacher ratios are
associated with lower frequencies of student victimization
in elementary and middle school (Bradshaw et al. 2009;
Khoury-Kassabri et al. 2004). In schools with large
Fig. 1 Conceptual model of the relationship between within-school
racial disparities in school climate experiences and academic
achievement. Note Concepts or linkages addressed by each of the
study research questions are noted
Am J Community Psychol (2015) 56:252–267 255
123
student–teacher ratios, it can be difficult for teachers to
effectively manage student behavior, which may in turn
provide more opportunities for bullying to occur and
influence students’ perceptions of safety (Koth et al. 2008).
Research has shown that higher student–teacher ratios in
grade 5 are associated with more negative overall student
perceptions of school climate (Mitchell et al. 2010).
Student Racial Composition
The racial composition of a student’s school peer group
may condition her own social behavior, and this condi-
tioning may depend on the student’s own race. For exam-
ple, Voight et al. (2014) found that White urban middle
school students exhibited less prosocial behavior in edu-
cational settings with higher compositions of Black stu-
dents but Black students’ behavior was unaffected by racial
composition. Thus, the proportion of Black students in the
setting was related to the racial disparities in student
prosocial behavior.
Student Socioeconomic Status
Waters et al. (2010), using a sample of grade-8 Australian
students, found that in schools with more poor students,
students felt less connected to school. A number of studies
have shown that, across diverse contexts, students experi-
ence more violence and victimization in schools with
higher poverty rates (Bevans et al. 2007; Bradshaw et al.
2009; Khoury-Kassabri et al. 2004; Koth et al. 2008).
Location
Where a school is located may have some bearing on how
students of different races experience climate. Rural
schools have been shown to have lower rates of student
victimization and higher student reports of feeling safe than
schools in suburban and urban locales, respectively
(Bradshaw et al. 2009).
When schools maintain a norm of respect for diversity,
Black and Hispanic students may have more equitable
experiences of safety, connectedness, positive relation-
ships with adults, and engagement, compared to their
White peers. Further, a number of school structural
characteristics have been linked to students’ general
perceptions and experiences of school climate. While
many of these latter studies did not examine the moder-
ating effects of student race, they point to school struc-
tural characteristics that could be explored for their
equity-enhancing value. The conceptual relationships
between school norms and structural characteristics and
within-school racial disparities in school climate experi-
ences are shown in Fig. 2.
Rationale and Research Questions
As the above review shows, there is limited evidence for
racial gaps in school climate experiences within individual
schools. A novel contribution of the present study is that it
uses a large sample of middle schools to provide broader
evidence for within-school racial climate gaps. Another
contribution of this study is that it directly examines
whether a school’s racial climate gap is associated with its
racial achievement gap. Finally, there is some evidence that
suggests how characteristics of schools affect students’
experiences of school climate, but little of that evidence
shows whether such effects are different for students of
different races. A final contribution of this study is that is
examines how school norms and structural characteristics
correlate with the school’s racial climate gap. Each of these
contributions add to the literature on school climate. The
specific research questions addressed in this study are:
1. What, if any, racial school climate gap exists within
middle schools?
2. Are within-school racial climate gaps associated with
within-school racial achievement gaps?
3. What school structural characteristics are correlated
with the magnitude of a school’s racial climate gap?
4. Is a school’s norm of respect for diversity associated
with the magnitude of its racial climate gap?
Method
Sample
This study relied on student and staff survey data and state
administrative data from 754 middle schools in California
that administered both the California Healthy Kids Survey
to grade-7 students and the California School Climate
Survey to teachers in either the 2008–2009 or 2009–2010
school year.3 In those years, 187,120 grade-7 students and
17,646 teachers completed the survey. A single adminis-
tration of the surveys was required of California public
schools during the 2008–2009 to 2009–2010 period as a
condition of Safe and Drug-Free School and Communities
(Title IV) funding and the state tobacco prevention pro-
gram. The sample middle schools comprised approxi-
mately half of all middle schools in the state and reflected
similar student demographics, on average, compared to all
middle schools statewide. In one large district, a sample of
the entire population of schools completed the survey, and
other schools did not administer the survey due to not
3 Schools in California typically complete the surveys every other
year.
256 Am J Community Psychol (2015) 56:252–267
123
receiving Title IV or tobacco prevention funding, being
exempt from this requirement under the Rural Education
Achievement Program, or for unknown reasons.
From this group of 754 schools, two separate analytic
samples were employed to examine the Black–White and
Hispanic–White school climate gaps, respectively. The
inclusion criteria for each of these samples required that a
school (a) have at least 10 student survey responses from
each of the two relevant racial subgroup categories,
(b) have a significant number of students of each of the two
relevant racial subgroup categories based on federal
reporting regulations for the Elementary and Secondary
Education Act, and (c) have at least 5 staff survey
responses. Forty-six middle schools were retained in the
Black–White school climate gap analytic sample (de-
scriptive statistics for these school are in shown in Table 1)
and 420 middle schools in the Hispanic–White school
climate gap analytic sample (Table 2). Within these
schools, only Black and White grade-7 students
(n = 3805) were retained in the Black–White school cli-
mate gap analytic sample, and only Hispanic and White
grade-7 students (n = 70,526) were retained in the His-
panic–White school climate gap analytic sample. The
number of respondents to the teacher survey in these two
analytic subsamples of schools were 1331 and 9942,
respectively.
Measures
This study relied on three sources of data: (a) the California
Healthy Kids Survey for grade-7 students; (b) the
California School Climate Survey for staff; and (c) publi-
cally available school administrative data from the Cali-
fornia Department of Education (CDE). Survey data were
identified by school identification number but not at the
student level; thus, individual-level student survey data was
linked with school-level aggregated staff survey data and
school-level administrative data.
Student Race
Race was operationalized via a series of binary variables
for Black, Hispanic, and White, scored based on students’
self-reported race and ethnicity (i.e., non-Hispanic Black,
Hispanic, or non-Hispanic White) on the California Heal-
thy Kids Survey.
School Climate
Recent psychometric evidence (Hanson and Voight 2014)
suggests that the California Healthy Kids Survey validly
and reliably measures three school climate factors exam-
ined in this study: (a) safety and connectedness (6 items,
Cronbach’s a = 0.80); (b) adult-student relationships (6
items, a = 0.85); and (c) opportunities for meaningful
student participation (3 items, a = 0.68). Students use 4-
and 5-item strength-of-agreement Likert-type response
scales to indicate their personal feelings of safety and
connectedness at schools (for example, one items reads, ‘‘I
feel like I am a part of this school’’), the quality of their
personal relationships with adults at school (for example,
‘‘At my school, there is a teacher or some other adult who
Fig. 2 Conceptual model of the
relationship between school
structural characteristics and
norms and within-school racial
disparities in school climate
experiences. Note Concepts or
linkages addressed by each of
the study research questions are
noted
Am J Community Psychol (2015) 56:252–267 257
123
really cares about me’’), and their perceptions of opportu-
nities to personally engage in the life of the school (for
example, ‘‘At school, I help decide things like class
activities or rules’’; see Hanson and Voight 2014 for all
item wordings and technical details). For the present study,
individual students’ scores were standardized (i.e., M = 0,
SD = 1) relative to all 187,120 grade-7 students in the 754
schools that completed the survey in 2008–2009 and
2009–2010.
Academic Achievement
School and student racial subgroup academic performance
were measured using California’s Academic Performance
Table 1 Black–White sample demographics
Student level (n = 13,460 surveyed) M Range
Safety and connectedness, overall -0.17 -3.81–1.82
Safety and connectedness, Black students -0.33 -3.37–1.82
Safety and connectedness, White students -0.12 -3.81–1.77
Adult-student relationships, overall -0.07 -3.46–1.77
Adult-student relationships, Black students -0.06 -2.82–1.52
Adult-student relationships, White students 0.03 -2.73–1.77
Opportunities for participation, overall -0.11 -2.12–2.87
Opportunities for participation, Black students -0.07 -2.12–2.87
Opportunities for participation, White students -0.06 -2.12–2.87
%
Race
Asian or Pacific Islander (%) 13.6
Black (%) 12.3
Hispanic (%) 39.9
Mixed race (%) 8.2
White (%) 16.0
Other (%) 10.3
Male (%) 48.2
School level (n = 46) M Range
Student characteristics
Black-White achievement gap 112.8 -2–301
Academic performance 764.2 675–890
Percent Black students 18.3 9–33
Percent Hispanic students 39.3 15–68
Percent White students 25.0 8–54
Percent low-income 53.1 12–83
Staff characteristics
School-wide respect for diversity 0.01 -0.83–0.90
Percent Black staff 7.5 0–26.9
Percent Hispanic staff 10.1 0–26.2
Student–teacher ratio 20.1 11.7–25.3
%
Location
Rural 23.9
Suburban 50.0
Urban 26.1
Table 2 Hispanic–white sample demographics
Student level (n = 109,386 surveyed) M Range
Safety and connectedness, overall 0.02 -3.81–1.85
Safety and connectedness, Hispanic students 0.00 -3.58–1.82
Safety and connectedness, White students 0.12 -3.81–1.85
Adult-student relationships, overall 0.01 -3.46–1.77
Adult-student relationships, Hispanic students -0.06 -3.46–1.77
Adult-student relationships, White students 0.13 -3.46–1.77
Opportunities for participation, overall 0.01 -2.12–2.87
Opportunities for participation, Hispanic
students
-0.09 -2.12–2.87
Opportunities for participation, White students 0.10 -2.12–2.87
%
Race
Asian or Pacific Islander (%) 12.3
Black (%) 4.8
Hispanic (%) 40.7
Mixed race (%) 7.0
White (%) 23.8
Other (%) 11.4
Male (%) 48.7
School level (n = 420) M Range
Student characteristics
Hispanic–White achievement gap 94.9 -46–267
Academic performance 801.8 625–967
Percent Black students 5.9 0–33
Percent Hispanic students 40.4 9–86
Percent White students 39.0 8–80
Percent low-income 43.3 0–100
Staff characteristics
School-wide respect for diversity 0.01 -3.43–1.13
Percent Black staff 2.4 0–26.9
Percent Hispanic staff 9.6 0–42.0
Student–teacher ratio 20.7 11.7–29.1
%
Location
Rural 18.6
Suburban 47.3
Urban 34.0
258 Am J Community Psychol (2015) 56:252–267
123
Index (API), which is a single number ranging from 200 to
1000 that reflects average student performance across
multiple content areas of the California Standards Tests
(CST), the annual statewide standardized test. In 2010, the
statewide average school API was 765 for grades 7 and 8,
according to the CDE (2011), and the student subgroup
averages for Black, Hispanic, and White students were 677,
706, and 842 respectively. Each school has its own student
subgroup API for each numerically significant subgroup.
For each school in each analytic sample, a school-level
achievement gap was calculated for Black–White students
(M = 114.1) and Hispanic–White students (M = 94.7) that
represented the difference in API between the two sub-
groups (i.e., White API minus Black API and White API
minus Hispanic API).
School Norms of Respect for Diversity
A single score representing norms of respect for diversity
was calculated for each sample school by averaging all
teacher survey responses to six strength-of-agreement
Likert-type items regarding the degree to which the school
encourages students of all races to enroll in rigorous
courses, prioritizes closing the racial achievement gap,
emphasizes culturally relevant instructional materials, has
staff examine cultural biases, and fosters an overall
appreciation and respect for student diversity. For example,
one item reads, ‘‘This school emphasizes using instruc-
tional materials that reflect the culture or ethnicity of its
students.’’ Teacher survey responses were standardized
relative to all 17,646 teachers in the sample prior to being
aggregated to the school level.
School Structural Characteristics
School demographic information was extracted from the
CDE’s California Basic Educational Data System, includ-
ing the percentage of students in a school who were Black,
Hispanic, and eligible for free or reduced-priced meals (a
proxy for poverty), the student–teacher ratio, the percent-
age of teachers who were Black and Hispanic, and the
geographic location of the school (i.e., rural, suburban, or
urban).
Analytic Approach
A series of multilevel regression models were estimated in
Stata 13 to examine within-school, shared variance in
students’ reports of school climate experience and explore
how various school characteristics explain this within-
school variance (Raudenbush and Bryk 2002). Separate
models were estimated for the Black–White and the His-
panic–White analytic samples. Students’ school climate
experiences were modeled as dependent variables. Prior to
analysis, all school-level covariates were standardized
within their respective analytic sample to allow for a
comparison of regression coefficients across covariates
(Rabe-Hesketh and Skrondal 2012).
To test the existence of racial school climate gaps within
schools, we first estimated a one-level OLS regression to
determine the overall statewide school climate gap, irre-
spective of school membership using the equation:
yi ¼ b0 þ b1Racei þ ri ð1Þ
where y is alternatively, in separate models, the reported (a)
safety and connectedness, (b) adult-student relationships,
or (c) opportunities for participation of student i. The
coefficient b1 is the model-implied overall statewide gap in
the outcome between White students and either Black or
Hispanic students. To determine the average within-school
racial gaps, random-slope multilevel models were esti-
mated that allowed school-specific racial gaps to vary
across schools.
yij ¼ b0j þ b1jRaceij þ rij ð2Þ
b0j ¼ c00 þ l0j
b1j ¼ c10 þ l1j
In the multilevel Eq. (2), the coefficients are subscripted
with a j to indicate that each school j has a unique racial
gap. The model-implied mean within-school gap is indi-
cated by c10 in the level-2 equation. The proportion of the
overall statewide racial school climate gap that is attribu-
table to within-school disparities can be estimated by
dividing c10 in Eq. (2) by b1 in Eq. (1).
To address the second research question, another set of
multilevel models were estimated to determine the rela-
tionship between the model-implied racial climate gap, b1,
of school j and its racial achievement gap. School-level
covariates indicating the racial achievement gap, AchGap,
and the overall academic performance, Ach, were added to
the level-2 equations that solve for the intercept and slope:
b0j ¼ c00 þ c01AchGapj þ c02Achj þ l0j ð3Þ
b1j ¼ c10 þ c11AchGapj þ c12Achj þ l1j
The coefficient c11 indicates the model-implied association
between a school’s racial school climate and achievement
gaps, controlling for the overall academic performance of
the school.
To address the third research question, another set of
multilevel models were estimated to determine the rela-
tionship between the model-implied racial climate gap, b1,
of school j and its structural characteristics. Six school-
level covariates were added to the level-2 equations, indi-
cating the percentage of students in a school who were (1)
Am J Community Psychol (2015) 56:252–267 259
123
Black or Hispanic (depending on the analytic sample) and
(2) low-income, the (3) student–teacher ratio, the (4) per-
centage of teachers in the school who were Black or His-
panic (depending on the analytic sample), and binary
variables indicating whether the school was in (5) a sub-
urban location or (6) a rural location (urban location was
the reference category).
b0j ¼ c00 þ X6
k¼1
c0kStructurekj þ l0j
b1j ¼ c10 þ X6
k¼1
c1kStructurekj þ l1j
ð4Þ
Each of the six coefficients, c11 through c16, provide an
estimate of the relationship between an aspect of school
structure and the racial school climate gap, controlling for
other aspects of school structure.
In the final set of models, a school-level covariate
indicating norms of respect for diversity was added to the
level-2 Eq. (4) to address the fourth research question. The
coefficient associated with norms of respect for diversity
estimated the relationship between the magnitude of a
school’s racial climate gap and its norm of respect for
diversity, controlling for school structural characteristics.
Due to the standardization procedures described above,
coefficients estimated by these multilevel models can be
treated as standardized regression coefficient effect sizes.
We further report the percentage of the overall cross-school
variance in racial school climate gaps that is explained by
each set of covariates. Multilevel models were estimating
using a maximum likelihood approach. There were no
missing data on the school-level covariates and less than
1 % of cases had missing data on student survey constructs.
This lack of missing data may be due to the fact that
schools are required to administer the surveys, as noted
above, and typically devote instructional time to allow
students to complete them.
Results
The results of the study analyses are reported below,
organized according to the four research questions. Stan-
dardized regression coefficients and p values are reported
in parentheses (‘‘n.s.’’ indicates that the coefficient was not
significant at the p .05 level).
Research Question #1: Do Racial School Climate
Gap Exists Within Particular Schools?
The analyses showed that, for both racial comparisons and
for most school climate dimensions, significant gaps exis-
ted within schools (Table 3). In schools with significant
numbers of both Black and White students, Black students
reported, on average, lower levels of safety and connect-
edness (c = 0.154, p 0.001) and adult-student relation-
ships (c = 0.077, p 0.05). There was significant
variation across the 46 sample schools in the magnitude of
the Black–White gap in safety and connectedness
(SD = 0.117). However, the within-school gap in adult-
student relationships did not vary across schools
(SD 0.001), suggesting that in the 46 sample schools, the
Black–White gap was more or less steady at 0.077. On
average across the Black–White subsample, there was no
significant within-school gap in opportunities for mean-
ingful participation between Black and White students.
However, there was substantial variation in this subgroup
difference across the 46 sample schools (SD = 0.088). In
other words, the average Black–White gap in opportunities
for meaningful participation across the 46 schools was not
significantly different from zero, but the cross-school
variation in the gap suggests that in certain schools it was
larger, smaller, or reversed direction.
The results showed an overall statewide gap in experi-
ences of safety and connectedness (b = 0.202, p 0.001)
and adult-student relationships (b = 0.090, p 0.001)
between Black and White students and suggested that these
overall gaps were due more to disparities within schools
(76 and 86 %, respectively) rather than to inequalities
between schools segregated by race.
In schools with significant numbers of both Hispanic and
White students, Hispanic students reported lower levels of
safety and connectedness (c = 0.049, p 0.001), adult-
student relationships (c = 0.151, p 0.001), and opportu-
nities for meaningful participation (c = 0.155, p 0.001).
There was substantial variation across the 420 sample
schools in the magnitude of the Hispanic–White gap in safety
and connectedness (SD = 0.067) and adult-student rela-
tionships (SD = 0.079). However the within-school gap in
perceived opportunities for meaningful participation did not
vary across schools (SD 0.001), suggesting that the His-
panic–White gap was more or less constant at 0.155 across
all of the sample schools.
The results further showed overall statewide Hispanic–
White gaps in adult-student relationships (b = 0.182,
p .001) and opportunities for meaningful participation
(b = 0.190, p .001) and suggested that these overall gaps
were due more to within-school (83 and 82 %, respectively)
rather than between-school disparities. The results further
showed an overall statewide Hispanic–White gap in safety and
connectedness (b = 0.130, p .001); however, the results
suggested that this gap was due more to differences between
schools, which are often segregated by race (37 % of the
overall statewide gap was due to within-school disparities).
Because the subsequent analyses attempted to explain
variation in within-school racial climate gaps using school-
260 Am J Community Psychol (2015) 56:252–267
123
level covariates, those gaps that did not vary across schools
were not included (i.e., Black–White gap in adult-student
relationships and Hispanic–White gap in student
participation).
Research Question #2: Are Schools’ Racial Climate
Gaps Associated with Their Racial Achievement
Gaps?
The first set of multilevel regression models included
school racial achievement gaps and overall school aca-
demic performance as predictors of within-school racial
climate gaps. In general, the results showed that there is a
significant relationship between the racial climate gap and
racial achievement gap in a middle school. Holding con-
stant overall academic performance, schools with larger
Black–White achievement gaps had larger Black–White
gaps in perceived safety and connectedness (c = 0.095,
p 0.05) and opportunities for participation (c = 0.084,
p 0.05; see Table 4). This suggests that in a school with
no Black–White achievement gap—equity between the two
groups—there would be no significant difference in reports
of safety and connectedness between Black and White
students (see Fig. 3), and Black students would report
significantly more opportunities for meaningful participa-
tion compared to their White peers by 0.15 standard
deviation units.
The same general findings, with lesser magnitudes, were
evident for Hispanic–White disparities (see Table 5).
Again, holding constant overall academic performance,
schools with larger Hispanic–White achievement gaps had
larger Hispanic–White gaps in perceived safety and con-
nectedness (c = 0.029, p 0.001) and adult-student rela-
tionships (c = 0.025, p 0.01). This suggests that in a
school with no Hispanic–White achievement gap, there
would be no significant difference in reports of safety and
connectedness between Hispanic and White students, and
the gap in adult-student relationships between Hispanic and
White students would be reduced by half that in an average
school (Fig. 4).
Research Question #3: What School Structural
Characteristics are Associated with the Magnitude
of its Racial Climate Gap?
The third set of multilevel regression models added a series
of school-level structural variables to the model to help
explain variation in within-school racial climate gaps. In
sum, few structural characteristics were significantly rela-
ted to either the Black–White or Hispanic–White school
climate gaps. Schools with more low-income students
(c = -0.091, p 0.05) and larger student–teacher ratios
(c = -0.084, p 0.05) had smaller Black–White gaps in
safety and connectedness. Point estimates suggested that,
with all other structural characteristics fixed at the sample
mean, there is no significant gap in safety and connected-
ness between Black and White students in schools where
more than 60 % of students are low-income or where the
student–teacher ratio is 23 or higher. A higher concentra-
tion of low-income students is associated with reduced
safety and connectedness for both Black and White stu-
dents, but this negative association is stronger among
White students. This suggests that, in general, Black–White
gaps in safety and connectedness are more prominent in
higher income, highly staffed schools.
As with the Black–White sample, schools that serve
more low-income students had smaller Hispanic–White
gaps in safety and connectedness (c = -0.045, p 0.05).
Point estimates suggested that in schools where more than
52 % of students are low-income, there is no significant
Hispanic–White gap. As with the Black–White sample, a
higher concentration of low-income students is associated
Table 3 Within-school means and standard deviations of racial school climate gaps (standard errors in parentheses and percent of total gap
attributable to within- versus between-school disparities in italics)
Safety and connectedness Adult-student relationships Opportunities for participation
M SD M SD M SD
Black-White within-school
gap (N = 46 schools)
0.154***
(0.039)
76 %
0.117 0.077*
(0.034)
86 %