Classifying At-Risk High School
Youth: The Influence of Exposure
to Community Violence and
Protective Factors on Academic
and Health Outcomes
V. Scott H. Solberg,
Aaron H. Carlstrom
Kimberly A. S. Howard
Janice E. Jones
Using cluster analysis, 789 predominately Latino and African American high school
youth were classified into varying academic at-risk profiles using self-reported
levels of academic confidence, motivation to attend school, perceived family sup-
port, connections with teachers and peers, and exposure to violence. Six clusters
emerged, 5 of which were identified as "at-risk." The clusters were examined in
relation to academic stress, health status, grades, and school retention. Exposure
to violence was one distinguishing feature of youth identified as most vulnerable,
vulnerable, and resilient; however, youth identified as resilient recorded better
academic outcomes.
Many youth growing up in low-income urban settings develop in
positive ways despite having to face multiple challenges and hindering
circumstances (Masten, Best, & Garmezy, 1990). Researchers studying
the phenomenon of resilience have consistently identified protective
factors at the individual and the relational levels that promote resilience
in the face of risk from within the community, such as exposure to vio-
lence. Individual protective factors include competence characteristics
such as self-efficacy, flexible coping strategies, and a sense of autonomy
and responsibility (Masten et al., 1990). Relational protective factors
include social support resources such as the presence of at least one
caring adult, stable and consistent care, and structure and supervision
(Egeland, Carlson, & Sroufe, 1993). Other relational factors include
connections with teachers who provide guidance and act as role models
and positive peer relationships (Masten et al., 1990).
V. Scott H. Solberg, Department of Educational Psychology, University of
Wisconsin-Milwaukee; Aaron H. Carlstrom, Department of Special Education,
Counseling, and Student Affairs, Kansas State University; KimberlyA. S. Howard,
Department of Counseling Psychology, University of Wisconsin-Madison; Janice
E. Jones, Department of Psychology, Alverno College. V. Scott H. Solberg is now
at the Center on Education and Work at the University of Wisconsin-Madison.
Correspondence concerning this article should be addressed to V. Scott H. Solberg,
The Center on Education and Work, University of Wisconsin-Madison, Madison,
W1 53706 (e-mail: ssolberg@education.wisc.edu).
© 2007 by the National Career Development Association. All rights reserved.
The Career Development Quarterly June 2007 - Volume 55 313