RESEARCH
Modeling
the Effects of Social Networks on the Diffusion of School-Based
Interventions (NIMH Individual National Research Service Award, #1F32
MH081426-01A1, $167,480)
I am funded on a postdoctoral NIMH National Research Service Award
(F32) to pursue research on the effects of teacher advice networks on
their adoption of a school-based mental health intervention targeting
behavioral and academic outcomes among kindergarten through fourth
grade students. In collaboration with my sponsors, Dr. Marc Atkins and
Dr. David Henry, I will compare the effects of teachers’
network
positions on their adoption and frequency of use of evidence-based
intervention components. Results will be used to build a new model for
selecting influential teachers to help spread intervention components
among their peers, and are expected to inform the future dissemination
of mental health interventions targeting urban children. [LINK TO
RESEARCH PLAN]
Examining Relations in
Childhood Relational Aggression: The Role of Peer Social Networks
(Dissertation)
My doctoral dissertation research extended my interests in social
network analysis and childhood relational aggression by empirically
testing the associations between demographic variables, classroom
social networks, and relational aggression in a racially and
socio-economically diverse sample of 144 urban, third to eighth grade
students. This work had two substantive aims. First, I aimed to advance
the current knowledge base regarding the structure of
children’s
social networks by conducting descriptive analyses of sex, age, and
race differences in features of classroom peer networks. Second, I
examined how features of children’s position in their
classroom
peer networks affect their levels of relational aggression. Findings
revealed that peer network features influenced both teacher-rated and
peer-nominated relational aggression above and beyond common
demographic variables, including sex and grade. Ego network density
(i.e., having friends who are also connected to one another) was
positively associated with teacher-rated relational aggression.
Moreover, network size had a curvilinear effect on peer-nominated
relational aggression, with these behaviors peaking at moderate levels
of network size. These findings suggest that childhood
relational
aggression is influenced by where children are located in the
grade-level peer network. [LINK TO PDF]
The Interplay between
Teacher-Led Classroom Interactions, Peer Social Networks, and
Behavioral Outcomes
To date, few studies have explored the influence of teacher
interactions with students on the classroom peer social network. To
fill this gap, Dr. Elise Cappella (NYU) and I collected peer network
data, student behavioral data, and classroom observations on 683 2nd to
4th grade African American students in 33 urban, low-income classrooms
in Spring 2007. Using these data, we are currently conducting
multi-level analyses to explore relationships between teacher-led
classroom interactions, peer social network features, and student
behavior. Preliminary findings, recently presented at the 2008 annual
meeting of the American Educational Research Association, suggest that
children who exhibit prosocial behaviors have larger peer networks than
their peers when teachers are less sensitive to students’
emotional needs, less likely to encourage higher order thinking, and
exhibit lower levels of behavior management. We believe this
is
indicative of a compensatory model in which students befriend prosocial
peers when they do not receive emotional and academic support from
their teachers.
The Seeds of
Collaboration: An
Examination of Graduate Student Social Networks (Co-Investigator,
Midwest Sociological Society Endowment Grant, $1100)
The goals of this project are two-fold. First, to advance the
measurement of global social networks, three common methods of data
collection (i.e., self-report, cognitive social structures, and social
cognitive mapping) will be compared to determine their congruence.
Second, the effects of professional social networks on the productivity
and academic success of sociology graduate students will be explored.
MANUSCRIPTS UNDER REVIEW
Network Ties and Mean Lies: A Relational Approach to Relational Aggression
ABSTRACT: Relationally aggressive behaviors, such as social
exclusion and rumor spreading, require the manipulation of social
relationships, suggesting the importance of peer social networks in
their successful execution. The current study adopts a relational
approach to the study of relational aggression that considers how the
structure of peer social networks facilitates or constrains
children’s opportunities to engage in these behaviors.
Specifically, the influence of two network features, normed degree
centrality and ego network density, on relational aggression are
explored using grade-level behavioral and social network data collected
on a demographically diverse sample of 144 third through eighth grade
urban elementary school students. As hypothesized, these network
features influenced levels of teacher-rated and peer-nominated
relational aggression above and beyond the commonly demonstrated
effects of demographic characteristics (i.e., sex and grade). Results
revealed that relational aggression is influenced not only by who
children are, but also by where they are located in the peer context.
Implications for future research and intervention are offered.
Social Aggression and Social Position in Middle Childhood and Early Adolescence: Burning Bridges or Building Them?
ABSTRACT: Some researchers have argued that social
aggression perpetration has a negative influence on children’s
and early adolescents’ social position, whereas others have
claimed that these behaviors help children and early adolescents build
and maintain their social standing. This paper reviews the evidence for
each these arguments in light of three different operationalizations of
social position: sociometric status, perceived popularity, and social
network position. Developmental research provides support for both
negative and positive social correlates of
social aggression. Namely, social aggression is negatively associated
with sociometric status, but positively associated with perceived
popularity and social network position. The significance of these
findings for future research and intervention within school-based
contexts are discussed.
Hanging Out: Features of Urban Children's Grade-Level Peer Networks
ABSTRACT: This paper explores associations between
two key demographic characteristics (i.e., sex and grade) and the
grade-level peer network features (i.e., size, density, and demographic
homophily) of 144 third through eighth grade students in an urban,
racially and socio-economically diverse elementary school.
Student-reported network data
using cognitive social structures and demographic data were collected
in Spring 2006. Results offer partial support for two cultures theory
where sex differences in network size attenuate with grade level, and
for a degrouping process where children in higher grade levels exhibit
less dense networks. Findings also highlight developmental trends
toward cross-sex and same-race relationships. The paper concludes with
a discussion of the importance of opportunity structures for, and the
joint consideration of sex and developmental influences on,
children’s peer social networks.
MANUSCRIPTS IN PREPARATION
- Teacher Practices and Student Social Networks in Urban Elementary Classrooms.
(Co-author with Elise Cappella, David Henry, and Marc Atkins)
- Measuring Social Networks: A Comparison of Self Report, Cognitive Social Structures, and Social Cognitive Mapping Methods.
- The Seeds
of Collaboration: An Analysis of Sociology Graduate Student Social
Networks
- The Use of Random Permutation Tests with Clustered Data (Co-author with Louis Fogg, David Henry, and Mike Schoeny)