Gun Availability and Crime in West Virginia: An Examination of NIBRS Data

Date01 December 2007
AuthorEric Jefferis,Stephen M. Haas,Erica Turley,John P. Jarvis
Published date01 December 2007
DOI10.3818/JRP.9.2.2007.139
Subject MatterArticle
Gun Availability and Crime • 139
Stephen M. Haas
West Virginia Statistical
Analysis Center
John P. Jarvis
Behavioral Science Unit
Federal Bureau of Investigation
* Abstract
The National Incident-Based Reporting System (NIBRS) data afford unique oppor-
tunities to inform crime analytic efforts. Recently reported relationships between the
availability of rearms and violent crime constitute one such effort. While available
criminological literature concerning the relationships between guns and crime are
methodologically varied and equivocal, few studies have examined the issue of the
prevalence of illegal versus legal guns and their impacts on reported violent crime.
Inspired by an earlier effort to examine this question (Stolzenberg & D’Alessio,
2000), this study attempts to replicate these ndings through county-level analyses
of West Virginia National Incident-Based Reporting System (NIBRS) data.
More-
over, additional proxy indicators are used to identify signicant clusters of il
legal
guns and examine the relationship between illegal guns and violent crime. Particu-
lar attention is paid to the spatial distribution of the variables and the potentially
confounding effect of spatial correlation of crime rates across contiguous counties.
The results indicate that counties with high concentrations of both legal and illegal
guns are associated with violent crime, gun crime, and knife crime. These ndings
partially substantiate results from previous studies.
This work was presented at the 2005 American Society of Criminology meeting. Initial
funds supporting the work resulting in this manuscript were provided to the West Virginia
Statistical Analysis Center by the Bureau of Justice Statistics (Grant# 2004-BJ-CX-K004).
The viewpoints expressed herein are solely those of the authors and do not reect the opin-
ions of the U.S. Department of Justice, the Ofce of Justice Programs, the Bureau of Justice
Statistics, the West Virginia Division of Criminal Justice Services, or Kent State University.
JUSTICE RESEARCH AND POLICY, Vol. 9, No. 2, 2007
© 2007 Justice Research and Statistics Association
*
Gun Availability and Crime in West Virginia:
 An Examination of NIBRS Data
Eric Jefferis
Kent State University
Erica Turley
West Virginia Statistical
Analysis Center
140 • JUSTICE RESEARCH AND POLICY
Gun Availability and Crime • 141
Much empirical attention has focused on the steady and substantial decline in
crime rates during the 1990s. Results from the National Crime Victimization
Survey (NCVS) indicate a 50% decrease in violent crime from 1993 to 2001,
which includes a 10% reduction in the most recent period, 2000-2001 (Renni-
son, 2002). Overall, this represents a reduction in risk of violent victimization
for those aged 12 and older from 50 to 25 victimizations per 1,000 individuals.
Although violent crime victimization rates are at the lowest levels since the
NCVS
began collecting such statistics in the early 1970s, teens and blacks continue to
be at the greatest risk for such victimization (Rennison, 2002). Furthermore,
the decline in violent crime rates in the 1990s was preceded by a decade of
extraordinary growth in risk of youth to violent crime (Blumstein, 2002). Con-
sequently, although violent crime rates have substantially declined since 1993,
rearm death rates for children and adolescents are still higher than historical
rates in the United States and higher than those of similarly developed countries
(Fingerhut & Christoffel, 2002).
Blumstein (2002) and others (e.g., Cork, 1999; Lattimore, Trudeau, Riley,
Leiter, & Edwards, 1996) have attributed much of the rise and fall of homicide
rates over the past two decades to the emergence and subsequent stabilization of
the crack cocaine market in the 1980s and 1990s, as well as a related increase
in gun carrying by youth who were recruited into those crack markets. While
the crack cocaine market may have stabilized, the increased lethality of rearms
violence continues to plague youth in the United States (Fingerhut & Christoffel,
2002). As reported in recent Uniform Crime Reports (UCR), rearms were used
in 68% of murders committed in 2006 (Federal Bureau of Investigation, 2007).
NCVS statistics estimated that 29% of all reported violent victimizations in
1993 involved an offender armed with a rearm (Zawitz, 1995). In sum, while
rates of victimizations have improved over the past decade, violent victimiza-
tions by rearms continue to be a serious problem, particularly among the
youthful population.
In response to this persistent problem of violent crime in the United States,
the federal government has recently undertaken a major national initiative, Proj-
ect Safe Neighborhoods, to reduce gun violence across the country. Critical
to
the current federal effort is its emphasis on data-driven decision-making and
measurable accountability. In short, this initiative brings together multiagency
collaborators in each of the 94 federal judicial districts to identify specic gun
crime problems in their communities, locate where the problems are concen-
trated, implement intervention strategies to eradicate those gun crime problems,
and evaluate the success of the efforts (U.S. Department of Justice, 2001).
The background information above provides some insight into the scope of
the gun violence problem in the United States and the current national strategy
that has been developed to deal with the problem. Clearly, the success of this
effort, like many other criminal justice programs and policies, largely relies on
the use of empirical data to shape, direct, and measure the effort’s impact. This

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