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Lonely or Misled?
The Effects of Social Integration on Weapon Carrying among American Adolescents
by
James MoodyThe Ohio State University
"They set themselves completely apart, they didn't talk to anyone else."
- Melisa Snow, Columbine High School, of Eric Harris and Dylan Klebold
"My whole life, I just felt outcasted, alone." - Luke Woodham, Shooter, Perl High School, Mississippi
Introduction
Introduction
• Most media explanations of recent school shootings have focused on psychological or media-influence explanations.
• What else can sociologist add to our understanding of why adolescents bring weapons to school?
- Situate students in a multi-level environment- Treat schools as social systems- Identify the multiple contents of peer culture
• What can weapon carrying tell sociology about adolescent social life?
- Not often studied by delinquency scholars- qualitatively different meanings of weapons used in
different contexts.
Introduction
1. Introduction2. Weapons in American Schools3. Schools as Social Systems - Social Integration - Peer Influence4. Multiple Domains of Adolescent Life - Individual Characteristics - Family - Peers - (School & Community)5. Data and Methods6. Results7. Conclusions & Implications
Weapons in American Schools
0
5
10
15
20
25
1993 1995 1997 1999
Percent of Students who Report Carrying Weapons to School
Total
HispanicWhite
Black
Detail: Males
0
5
10
15
20
25
1993 1995 1997 1999
Weapons in American Schools
Percent of Students who Report Carrying Weapons to School
Total
Hispanic
White
Black
Detail: Females
Weapons in American Schools
•Surveys show high variability in weapon prevalence across settings•YRBSS is limited in this regard, with too few points in most settings•Wary students are more likely to under-report to government agencies
•Surveys conducted in local areas suggest wider variance •Range as high as 50% in some setting, BUT:
•Often target high-risk settings•Widely varying question, sampling and survey methodologies•Difficult to draw uniform conclusions from these data
•Add Health provides national coverage with consistent survey methodology
•National Sample•CADI design for highest confidentiality
Schools as Social Systems
Schools as Social Systems
Why should the structure of the relational system matter?
•Two insights from J.S. Coleman- The Adolescent Society
Normative patterns follow relations- The Production of Social Capital
Closed social structures generate social control
•Social Disorganization Literature- disconnected communities
1) cannot effectively monitor minors2) provide weaker normative socialization
•Both resting on basic insights from Durkheim’s work on solidarity
Social Integration
Schools as Social Systems Coleman’s Adolescent Society
One of the earliest works to treat schools as lives social communities, focusing on the relational structure of the school.
Social Integration
Schools as Social Systems
Coleman’s Adolescent Society: Integration matters.Social Integration
Schools as Social Systems
Social Disorganization
• Work on communities & crime stresses the ability of the community to effectively monitor & socialize youth.
•Neighborhoods characterized by high mobility, many single-parent families, high rates of renter-occupied housing all lack the kind of social closure needed for effective social control.
•Theory rests on network connections, data rests on proxy indicators
Social Integration
Schools as Social Systems
How do we identify structural cohesion?
The structural essence of social solidarity lies in the relational redundancy of the network.
• Coleman’s social closure distinguishes an easily disrupted pattern from one where information flows in multiple directions
• The problem with mobility and broken families rests on the inability of social resources to flow through the community networks
• Integrated networks admit to many paths connecting people through many alters
Social Integration
Schools as Social Systems
Coleman’s Social Capital & The Generation of Human CapitalSocial Integration
Schools as Social Systems
•Networks are structurally cohesive if they remain connected even when nodes are removed
Removal of any point in this network disconnects the set.
Each person can control the flow of information through the group.
Social Integration
Schools as Social Systems
•Networks are structurally cohesive if they remain connected even when nodes are removed
If there are multiple ways goods can flow, the group does not depend on a single individual to carry information
Social Integration
Schools as Social Systems
•Networks are structurally cohesive if they remain connected even when nodes are removed
Node Connectivity
0 1 2 3
Social Integration
Schools as Social SystemsSocial Integration
•The majority of research on adolescents and peers•Differential Association & Social Learning Theory•Social Influence models (Friedkin et al)
[expand these points]
Schools as Social SystemsPeer Influence
Schools as Social SystemsPeer Influence
•Direct imitation vs. normative context•Self-reports vs. peer reports•Selection vs. influence
Limitations & Extensions
Schools as Social SystemsPeer Influence
SLT & Internal Mechanisms•SLT focuses on the why of differential association•I want to focus on the content, as such, I largely assume a normative information mechanism.
Adolescent Social ContextsIndividual Level
Motivation
•FearAfraid at schoolWitness violence
•PowerlessnessFuture orientationSelf-ConfidenceSelf Control
•AlienationNot Liked by othersLonelyAttachment to School
Adolescent Social ContextsIndividual Level
Opportunity
•OpportunityAutonomyTime hanging out with friends
Adolescent Social ContextsIndividual Level
Normative Acceptability
•Social ControlDelinquencySchool OrientationReligiosity
•Culture & BackgroundMedia ExposureGenderRace
Adolescent Social ContextsFamily Context
Opportunity
•Family MonitoringFamily StructureFamily SESParent assessment of friends
•AccessGun in the home
Adolescent Social ContextsFamily Context
Normative Acceptability
•Cultural BackgroundGun in HomeFamily SES
•AttachmentClose to ParentsParents Care
•Social IntegrationOutsider PositionOut-of-school nominations
Adolescent Social ContextsPeer Context
Motivation
Adolescent Social ContextsPeer Context
Normative Acceptability
Differential AssociationPeer DelinquencySchool orientation of peers
Adolescent Social ContextsSchool & Community
Motive, Opportunity & Normative Climate
Schools & Communities can affect each weapon carrying dimension. For example,
•Violent schools may generate more fear
•Racial tension might promote weapon carrying•Large schools may be more alienating and less capable of monitoring students•Geographically dispersed schools may have weaker social integration •etc.
Specifying & testing for such factors is beyond the scope of the present work. However, school effects must be controlled if we are to have any faith in the within school models. I do this using school-level fixed effects for each model.
The National Longitudinal Survey of Adolescent Health*
* a program project designed by J. Richard Udry and Peter S. Bearman, and funded by a grant HD31921 from the National Institute of Child Health and Human Development to the Carolina Population Center, University of North Carolina at Chapel Hill, with cooperative funding participation by the following agencies: The National Cancer Institute; The National Institute of Alcohol Abuse and Alcoholism; the National Institute on Deafness and other Communication Disorders; the National Institute on Drug Abuse; the National Institute of General Medical Sciences; the National Institute of Mental Health; the Office of AIDS Research, NIH; the Office of Director, NIH; The National Center for Health Statistics, Centers for Disease Control and Prevention, HHS; Office of Minority Health, Centers for Disease Control and Prevention, HHS, Office of the Assistant Secretary for Planning and Evaluation, HHS; and the National Science Foundation.
Data & Methods: Sample summary
The National Longitudinal Survey of Adolescent Health
Alternate Schools
1994 - 1994In-school
Questionnairen = 90,118
1995 Wave 1In - Home
QuestionnaireN = 20,745
1996 Wave 2In - Home
QuestionnaireN = 14,738 1994 School
AdministratorQuestionnaire
N = 164
Data & Methods: Sample summary
The National Longitudinal Survey of Adolescent Health
•I use network data from the In-school survey (1994/5) and behavior measures from the in-home survey (1995).
•113 schools have usable global network data & weights, reducing the sample universe to 13,466
Data & Methods: Sample summary
I estimate survey corrected logistic regression models with fixed effect parameters for each school.
Who Carries Weapons to Schools?
Prevalence
•16% of males and 5% of females report carrying a weapon to school•This proportion varies somewhat across schools:
Who Carries Weapons to Schools?
PrevalencePercent
0
5
10
15
20
25
Outsiders(8%)
Bridges(25%)
Members(67%)
Males
Females
-0.04
-0.02
0
0.02
0.04
0.06
0.08
Safe Seen Violence
Self Confidence
Not Liked
Loneliness SchoolAttachment
Self Control
Ch
ang
e i
n p
(Y=
1|X
)Who Carries Weapons to Schools?Model Results: Individual Motivational Factors
Change in an average adolescent’s probability of weapon carrying for a one standard deviation increase in X*
College Expectation
* Based on model 6 of table 5
Who Carries Weapons to Schools?Model Results: Individual Opportunity & Acceptability Factors
Change in an average adolescent’s probability of weapon carrying for a one standard deviation increase in X*
* Based on model 6 of table 5
-0.02
0
0.02
0.04
0.06
Own Decisions
Hang w. Friends
Smoker Drinker GPA Religiosity Media
Ch
ang
e i
n p
(Y=
1|X
)
Probability of Carrying a Weapon by Race and Gender*
0
0.05
0.1
0.15
0.2
0.25
0.3
White Black Hispanic Asian Native American Other
Race/Ethnicity
Pro
bab
ility
of
carr
yin
g a
wea
po
n
Males
Females
Who Carries Weapons to Schools?Model Results: Individual Acceptability Factors
* Based on model 6 of table 5
Who Carries Weapons to Schools?Model Results: Family Opportunity & Acceptability factors
Change in an average adolescent’s probability of weapon carrying for a one standard deviation increase in X*
* Based on model 6 of table 5
-0.02
0
0.02
0.04
0.06
Step family
SingleMother
Single Father
Other Family
Gun in home
Close to Parents
Parents Care
Parents Friend
Ch
ang
e i
n p
(Y=
1|X
)
Network Effects on Weapon Carrying
0
0.04
0.08
0.12
0.16
0.2
0.080
0.191
0.32
0.413
0.524
0.635
0.746
0.857
Peer Context
Peer Group Deviance
School Oriented Peer Group
Social Outsiders
Who Carries Weapons to Schools?Model Results: Peer Effects