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© 2013 Springer Publishing Company 1015
http://dx.doi.org/10.1891/0886-6708.VV-D-12-00100
Violence and Victims, Volume 28, Number 6, 2013
New Developments and Implications
for Understanding the Victimization
of Gang Members
Kathleen A. Fox, PhD
Arizona State University, School of Criminology and Criminal
Justice
Despite a long line of research establishing a connection
between gang membership
and delinquent or criminal behavior, less is known about gang
members’ exposure to
victimization. Among the few published studies that have
recently investigated the gang-
victimization link, findings are mixed and our understanding of
this relationship remains
unclear. This study offers a synthesis of the emerging gang-
victimization literature by
highlighting methodological and theoretical advancements and
limitations within the field.
Specific recommendations are presented to guide future
research.
Keywords: gang membership; crime victimization;
methodology; theory
O
ur understanding of the victimization of gang members pales in
comparison
to the vast body of literature establishing a relationship between
violence
commission and gang membership (Esbensen & Huizinga, 1993;
Hagedorn,
1988; Klein, 1971; W. B. Miller, 1966; Thrasher, 1927).
Although research on the
gang-victimization link is limited, leading gang scholars agree
this is an important
area of empirical research (Decker, Katz, & Webb, 2008;
Melde, Taylor, & Esbensen,
2009; J. Miller, 1998, 2001; Taylor, 2008). In fact,
understanding the victimization of
gang members is considered “just as important” as studying
their criminal behavior
(Decker, Melde, & Pyrooz, 2013, p. 3). From a public health
and safety perspec-
tive, understanding the gang-victimization link has practical
implications for reduc-
ing gang membership and gang crime. For example, most gang
members admit that
seeking protection influenced their decision to join a gang
(Decker & Van Winkle,
1996). However, gangs do not actually shield members from
victimization (Melde et
al., 2009). Instead, when people are victimized or afraid, they
may join a gang, and
this leads to more victimization of other gang members and
sometimes the public. If
victimization of gang members can be reduced, it may lead to
fewer future offenses
against both gang members and the public by preventing ripple
effects that arise from
the initial situations.
Policymakers may not yet be concerned about the victimization
of gang members
because offenders are rarely characterized as victims. However,
recent political concern
about the sexual victimization of inmates (e.g., the Prison Rape
Elimination Act of 2003)
may signal a willingness on the part of legislators to make
policy to prevent the victim-
ization of offenders. One promising avenue for addressing the
gang-victimization link
1016 Fox
may be to expand the Gang Resistance Education and Training
(G.R.E.A.T.) curriculum
(for an overview of G.R.E.A.T., see Esbensen, Peterson, Taylor,
& Osgood, 2012). It may
be particularly helpful to use programs, including G.R.E.A.T.,
to teach youth that gangs
increase the risk of victimization rather than offer protection
from harm. In addition, the
G.R.E.A.T. program and others could incorporate general
coping strategies to teach youth
prosocial ways of dealing with gang- and non-gang-related
victimization from family,
peers, or within their communities. However, before policies
and programs can be effec-
tively implemented to address the gang-victimization link,
research must fine-tune our
understanding of if, how, and why gang members are victimized
at higher rates than their
non-gang counterparts.
Although the gang-violence relationship may be a more intuitive
connection, gang
members also experience victimization in several ways. Gang
members may be victim-
ized within their family of origin (Joe & Chesney-Lind, 1995),
by their own gang and rival
gangs (Taylor, 2008), and as a result of their involvement with
risky behaviors (Taylor,
Freng, Esbensen, & Peterson, 2008). More specifically, some
gang members are raised in
violent or abusive homes during their childhood (J. Miller,
2001). Within their own gang,
members often experience victimization during the initiation
process, which may require
enduring physical assault (being “jumped in”) or sexual assault
(being “sexed in”), or they
may be victimized by fellow gang members as a result of
violating gang rules (Decker
& Van Winkle, 1996). Rivalries with other gangs present
additional victimization risks,
which may occur during fights over claims to specific territory
(i.e., “turf wars”) or drive-
by shootings (Taylor, 2008). In addition, criminal gang activity
(e.g., buying/selling drugs,
extortion, fighting) may enhance the risk of victimization
among gang members (Taylor
et al., 2008). Grounded in the more general literature on the
overlap between offending
and victimization (Lauritsen & Laub, 2007; Lauritsen, Laub, &
Sampson, 1992; Lauritsen,
Sampson, & Laub, 1991), there is reason to suspect that gang
members not only commit
crime but are also victimized by crime.
This underdeveloped line of inquiry will necessarily broaden
our understanding of the
lives and experiences of gang members. If gang members are
victimized significantly
more than non-gang members, there are important practical and
theoretical questions
that have received little or no scholarly attention to date. For
example, does this rela-
tionship hold among various types of property and violent
crimes (Fox, Lane, & Akers,
2010, 2013)? Are gang members victimized significantly more
before, during, or after
gang membership (Gibson, Miller, Swatt, Jennings, & Gover,
2009; Peterson, Taylor, &
Esbensen, 2004)? Are there gender differences (Gover,
Jennings, & Tewksbury, 2009) or
race differences (Savitz, Rosen, & Lalli, 1980) among the ways
gang members are victim-
ized? Does exposure to victimization prior to gang membership
contribute to the decision
to join a gang (Peterson et al., 2004)? Does victimization during
gang membership lead
to the decision to leave the gang? Are gang members afraid of
the risk of victimization
(Lane & Fox, 2012; Melde et al., 2009; Savitz et al., 1980)? If
so, how does their fear of
victimization shape their behavior? Can existing theories help
explain the increased risk
of victimization among gang members? Can antigang programs
reduce the risk of victim-
ization, in addition to reducing gang membership (e.g.,
G.R.E.A.T.)? Few studies have
attempted to answer some of these questions, and although it is
beyond the scope of this
study to do so, it is hoped that future research will advance the
field by addressing these
and related research questions.
The purpose of this study is to bring the current state of the
literature on the gang-
victimization link to the forefront. Following a discussion of the
general trends within this
The Gang-Victimization Link 1017
literature, this study reflects on the methodological and
theoretical advances and limitations
in the field. For scholars interested in moving this field
forward, specific recommendations
for future research are also presented.
EVIDENCE FOR AND AGAINST THE GANG-
VICTIMIZATION LINK
Qualitative research has been instrumental for sparking an
interest in the connection
between gang membership and victimization. Prior to
quantitative empirical tests, a
small number of gang studies initially hinted at the gang-
victimization relationship.
For example, Decker and Van Winkle (1996) noted a high level
of family and neigh-
borhood violence among their sample of active male gang
members. Furthermore,
interviews with youth gang members revealed that 55% of the
boys and 75% of the
girls reported being physically assaulted and 62% of the girls
had been sexually
assaulted (Joe & Chesney-Lind, 1995). Similarly, J. Miller’s
(2001) work indicates
that girl gang members experienced and witnessed more
violence in the home com-
pared to non-gang girls.
A limited body of qualitative research has focused more
specifically on the gang-
victimization link. Molidor (1996) notes that young female gang
members admit being
threatened with weapons, physically abused, and sexually
assaulted by members from
their own gang, in addition to exposure to violence from rival
gangs (e.g., being shot,
stabbed, assaulted). Isolating the differences between violence
within the gang versus
from rival gangs through survey and semistructured interviews,
J. Miller (1998) found
that female gang members can exploit their gender to decrease
their victimization risk
from rival gangs, although increasing their risk of victimization
within their gang.
J. Miller and Decker’s (2001) interviews with female gang
members in St. Louis (supple-
mented with official St. Louis homicide data) revealed that most
had witnessed guns fired
(96%) and had seen someone being murdered (74%). In terms of
experiencing victimiza-
tion, many of the female gang members reported being attacked
(48%), sexually assaulted
(44%), threatened with a weapon (59%), and stabbed (41%).
However, young women
gang members were less likely than young men to be victims or
targets of homicide
(J. Miller & Decker, 2001).
Based on the groundwork of qualitative research, quantitative
studies have begun to
examine the gang-victimization link. This relationship has been
supported among samples
of youth (Barnes, Boutwell, & Fox, 2012; Melde et al., 2009),
high school students (Gover
et al., 2009), recently arrested juveniles (Decker et al., 2008),
adult jail inmates (Fox, Lane,
et al., 2010, 2013), and prison inmates (Fox, Rufino, & Kercher,
2012; Rufino, Fox, &
Kercher, 2012). Furthermore, evidence suggests the gang-
victimization link remains
robust over time. Using five waves of data from the G.R.E.A.T.
program, Peterson et al.
(2004) found that gang members were significantly more likely
than non-gang members to
be victimized before, during, and after gang membership.
DeLisi et al.’s (2009) examina-
tion of two waves of the National Longitudinal Study of
Adolescent Health (Add Health)
data supported the gang-victimization link before and after
implementing propensity score
matching, and this effect remained significant over time. Recent
social network analyses
also suggest gang members are at a greater risk of victimization.
The relationship between
social distance (e.g., connectedness to others) and the
probability of being shot is espe-
cially robust among gang members (Papachristos, Braga, &
Hureau, 2012). Indeed, gangs
whose members are often murdered are also more likely to
murder (Papachristos, 2009).
1018 Fox
However, other quantitative work casts doubt on the strength of
the gang-victimiza-
tion link. Savitz et al. (1980) were among the first to examine
this relationship and found
no significant differences among gang and non-gang boys’
experiences with robbery,
assault, or extortion. Some evidence suggests that the gang-
victimization link washes
out after controlling for relevant factors, or when using
different victimization measures.
Compared to non-gang youth, Taylor, Peterson, Esbensen, and
Freng (2007) found that
gang youth experienced significantly more violent victimization
(aggravated assault
and robbery), significantly less general violent victimization
(simple assault, aggravated
assault, and robbery), and found no significant group
differences for individual victim-
ization rates (number of violent and general violent
victimization). In addition, account-
ing for delinquent and/or criminal behavior mediates the
relationship between gang
membership and victimization among some studies (Katz,
Webb, Fox, & Shaffer, 2011;
Spano, Frelich, & Bolland, 2008; Taylor et al., 2007; but for
exceptions, see DeLisi,
Barnes, Beaver, & Gibson, 2009; Fox et al., 2012; Rufino et al.,
2012). Prior to matching
gang and non-gang youth on several covariates, Gibson et al.
(2009) found support for
the gang-victimization link; however, after employing
propensity score matching, this
relationship became nonsignificant. Given the limited number of
studies on the gang-
victimization link, and the inconsistent findings, this study aims
to advance this line of
research by summarizing what we know and where future
research should go to better
understand the gang-victimization link.
CONTRIBUTIONS OF THE CURRENT STUDY:
MOVING THE FIELD FORWARD
The mixed results that have emerged within this literature
emphasizes the need for future
research in this area. As Taleb (2010) points out, “the test of
originality for an idea is
not the absence of one single predecessor but the presence of
multiple but incompatible
ones” (p. 5). The multiple, but incompatible, findings within the
few published studies on
the gang-victimization link indicate the need for reconciliation
if we are to deepen our
understanding of the lives and experiences of gang members. In
this vein, this study aims
to promote additional scholarly attention to the gang-
victimization link by contributing a
series of promising avenues for future research.
Comprehensive searches using Academic Search Premier and
Cambridge Scientific
Abstracts1 were conducted to locate the 16 published studies on
the gang-victimization
link, which were examined in the analyses (see Table 1). In an
effort to move the field
beyond purely descriptive analyses, this study examined prior
gang-victimization research
that employed multivariate techniques. Therefore, descriptive
(e.g., univariate or bivariate)
rather than multivariate analyses testing the gang-victimization
link were excluded (Curry,
Decker, & Egley, 2002; Decker et al., 2008; Esbensen, Peterson,
Taylor, & Freng, 20102;
Katz, Maguire, & Choate, 2011; J. Miller & Decker, 2001;
Savitz et al., 1980). Related to
this study, two published studies have recently presented
reviews of the gang-victimization
link. Taylor’s (2008) review focused specifically on violence
among youth gangs and
Gibson, Swatt, Miller, Jennings, and Gover’s (2012) review
debates the use of propensity
score matching (e.g., Gibson et al., 2009 vs. Ozer & Engel,
2012). Although both stud-
ies are important, this study is unique in its focus on the
methodological and theoretical
contributions within the field. Similar in some ways to the
recent work by Decker and
The Gang-Victimization Link 1019
TABLE 1. Samples Used Among Prior Gang-Victimization
Research
Publication Sample Type Data Sample Size
Barnes et al. (2012) Youth in junior and
high school
Surveys (Add Health) 2,267 pairs
Childs et al. (2009) Youth in middle
school
Surveys (G.R.E.A.T.) 3,907
DeLisi et al. (2009) Youth in junior and
high school
Surveys (Add Health) 15,197
(Wave III)
to 20,745
(Wave I)
Fox, Lane, et al. (2010) Adult jail inmates Surveys (Florida)
2,414
Fox et al. (2013) Adult jail inmates Surveys (Florida) 2,414
Fox et al. (2012) Adult prison inmates Interview surveys
(Texas)
217
Gibson et al. (2009) Youth in middle
school
Surveys (G.R.E.A.T.) 953
Gover et al. (2009) Youth in high school Surveys (South
Carolina)
4,597
Katz et al. (2011) Youth arrestees Surveys (Arizona
ADAM)
909
Melde et al. (2009) Youth from 6th to
9th grade
Surveys (15 schools) 1,450
Ozer & Engel (2012) Youth in middle
school
Surveys (G.R.E.A.T.) 1,109
Peterson et al. (2004) Youth in 6th to
8th grade
Surveys (G.R.E.A.T.) 5,935 (8th
graders)
2,045 (6th
and 7th
graders)
Rufino et al. (2012) Adult prison inmates Interview surveys
(Texas)
217
Spano et al. (2008) Youth ages 9–19
years
Surveys (Alabama
MYS)
1,295
(Waves I
and II)
Taylor et al. (2007) Youth in 8th grade Surveys (G.R.E.A.T.)
5,935
Taylor et al. (2008) Youth in 8th grade Surveys (G.R.E.A.T.)
5,935
Note. Add Health 5 National Longitudinal Study of Adolescent
Health; G.R.E.A.T. 5
Gang Resistance Education and Training program; ADAM 5
Arrestee Drug Abuse
Monitoring program; MYS 5 Mobile Youth Survey.
1020 Fox
colleagues (in press) that reviews the state of the literature on
gang membership in general,
this study offers a synthesis focused specifically on the
victimization of gangs. This study
contributes to the gang and victimization literatures by (a)
synthesizing the methodological
and theoretical advancements and (b) offering recommendations
for studying the gang-
victimization link.
METHODOLOGICAL ADVANCEMENTS AND LIMITATIONS
OF THE
GANG-VICTIMIZATION LITERATURE
The following presents an overview of the major
methodological advancements and limi-
tations within the gang-victimization literature, including: (a)
sampling and data collec-
tion procedures, (b) measuring gang membership, (c) measuring
crime victimization, and
(d) analyses and results.
Sampling and Data Collection Procedures
As shown in Table 1, data used to test the gang-victimization
link have used samples of
students in elementary, middle, and high schools (Barnes et al.,
2012; DeLisi et al., 2009;
Gibson et al., 2009; Gover et al., 2009; Melde et al., 2009;
Peterson et al., 2004; Taylor
et al., 2008; Taylor et al., 2007), youth in high-poverty
neighborhoods (Spano et al., 2008),
and offenders, including juveniles (Katz et al., 2011), jail
inmates (Fox, Lane, et al., 2010,
2013), and prison inmates (Fox et al., 2012; Rufino et al.,
2012). Most (n 5 12; 75%) of
the studies examine youth rather than adults (see Table 1).
Given that there are so few
gang-victimization studies, there are ample opportunities to
study unique samples. For
example, there are no published studies that examine the gang-
victimization link among
adults outside of jail or prison. Also, it may be especially wise
for future research to sam-
ple a higher proportion of delinquent or criminal individuals,
such as parolees, incarcer-
ated juveniles, or individuals listed on police gang member
identification cards. Relatedly,
the work on inmate misconduct may help further unpack the
effects of gang membership
(Griffin & Hepburn, 2006; Worrall & Morris, 2012). Although
this literature focuses on
offending and misconduct behavior while incarcerated,
examining this from the perspec-
tive of inmate victimization (e.g., inmate-on-inmate violence)
will be particularly impor-
tant for advancing the field. Because only one sample of jail
inmates and another sample
of prison inmates have been collected to test the gang-
victimization link, more research
is needed from criminal or incarcerated groups. Inevitably,
these suggestions may require
collecting data from hard-to-access populations; however, some
recently published guides
may be useful for collecting data from within correctional
institutions (Fox, Zambrana, &
Lane, 2010; Lane & Lanza-Kaduce, 2007; Jeffords, 2007;
Jenness, Maxson, Sumner, &
Matsuda, 2010; Trulson, Marquart, & Mullings, 2004).
Prior research examining the gang-victimization link
exclusively relies on structured
self-reported surveys or interview surveys. In general, the
sample sizes among published
studies are substantial (see Table 1). With the exception of in-
person interview surveys with
prison inmates (Fox et al., 2012; Rufino et al., 2012), most of
the sample sizes among prior
research consist of more than 1,000 respondents. Large samples
are important given the
low prevalence rates of gang membership (detailed in the
following section) and in terms
of conducting analyses that distinguish among variations in
gang membership (e.g., current
gang members, ex-gang members, gang associates).
The Gang-Victimization Link 1021
Measuring Gang Membership
Accurately measuring gang membership is critical for
determining the necessary resources
for law enforcement and public policies to assist with antigang
efforts (Esbensen, Winfree,
He, & Taylor, 2001), and much attention has already been
devoted to the importance of
defining and measuring gangs (R. A. Ball & Curry, 1995;
Decker & Kempf-Leonard,
1991; Klein, 1995; Klein & Maxson, 2006). Within the gang
literature generally, and the
gang-victimization literature specifically, the self-report method
is considered common
and valid (Webb, Katz, & Decker, 2006; i.e., “Have you ever
been a gang member? Are
you now in a gang?”; see Table 2). Although the self-report
method remains an imperfect
technique, it has been determined to be “a particularly robust
measure of gang member-
ship capable of distinguishing gang from nongang youth”
(Esbensen et al., 2001, p. 124).
Based on self-report measures, scholars have operationalized
gang membership in
various ways (see Table 2). Some research compares current
versus non-gang members,
which necessarily categorizes ex-gang members with non-gang
members (Melde et al.,
2009; Peterson et al., 2004; Spano et al., 2008; Taylor et al.,
2008; Taylor et al., 2007).
A variation of this measure isolates those who have been a
member of a gang within the
past year from non-gang members (DeLisi et al., 2009; Gover et
al., 2009). Other research
combines current and former members into an “ever gang
member” measure (Barnes
et al., 2012; Fox, Lane, et al., 2010, 2013). Given the dynamic
nature of victimization, it
may be particularly important to isolate the effects of level of
gang membership includ-
ing current, former, associate, and non-gang members. To
illustrate this point, Katz and
colleagues (2011) found that gang members were victimized
significantly more than ex-
gang members, who were victimized significantly more than
gang associates, who were
victimized significantly more than non-gang members. Although
capturing these levels of
gang membership is ideal, collapsing groups (e.g., current and
ex-gang members) may be
necessary in some cases (e.g., increasing statistical power using
small samples).
Gang membership is a comparatively rare event (see Table 2).
Youth gang member-
ship ranges from about 2% (Peterson et al., 2004) to 17%
(Barnes et al., 2012). Among
prison inmates, strategic oversampling of gang members yielded
a 39% prevalence rate
(Fox et al., 2012; Rufino et al., 2012). As shown in Table 2,
lifetime measures of gang
membership yield higher prevalence rates (15%–17%) compared
to more restrictive gang
measures, such as prior year or current membership.
Approximately 15% of incarcerated
jail inmates (Fox, Lane, et al., 2010, 2013) and juveniles report
belonging to a street gang
(Katz et al., 2011). The low base rate of gang membership
highlights the importance
of examining larger sample sizes to obtain sufficient gang
samples (see VanVoorhis &
Morgan, 2007, for more on sample size and statistical power).
Measuring Crime Victimization
Types of Victimization Items Measured. The gang-victimization
literature also relies on
self-reported victimization, although there is wide variation
among the type of measures
(see Table 3). Although it is important to assess various
victimization types, this varia-
tion may contribute to the confusion about the strength of the
relationship between gang
membership and crime victimization. As shown in Table 3,
measures have primarily
focused on specific types of violent crime, including being
assaulted with and without a
weapon, robbed, threatened with a weapon, shot, and
cut/stabbed. More research is needed
that replicates these specific items in an effort to refine our
understanding of the gang-
victimization link. It is possible that gang members may be
more at-risk for experiencing
1022 Fox
T
A
B
L
E
2
.
G
an
g
M
em
b
er
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ip
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ea
su
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em
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p
It
em
(s
)
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an
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ea
su
re
G
an
g
P
re
va
le
nc
e
n
(
%
)
B
ar
ne
s
et
a
l.
(
20
12
)
“H
av
e
yo
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er
b
el
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to
a
n
am
ed
g
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E
ve
r
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v
s.
n
on
-g
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30
3
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)
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bl
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)
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1
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%
)
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eL
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(
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(5
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)
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(2
01
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)
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ox
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ox
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at
z
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a
l.
(
20
11
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a
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a
m
em
be
r
of
a
g
an
g.
D
o
yo
u
ha
ve
f
ri
en
ds
w
ho
a
re
c
ur
re
nt
ly
m
em
be
rs
o
f
a
ga
ng
?”
C
ur
re
nt
g
an
g
vs
.
ex
-g
an
g
vs
.
ga
ng
a
ss
oc
ia
te
v
s.
n
on
-g
an
g
13
6
(1
5%
)
ga
ng
65
(
7%
)
ex
-g
an
g
26
4
(2
9%
)
ga
ng
as
so
ci
at
e
M
el
de
e
t
al
.
(2
00
9)
“D
o
yo
u
co
ns
id
er
y
ou
r
gr
ou
p
of
f
ri
en
ds
t
o
be
a
g
an
g?
”
C
ur
re
nt
g
an
g
vs
.
no
n-
ga
ng
18
1
(1
1%
)
O
ze
r
&
E
ng
el
(
20
12
)
“A
re
y
ou
n
ow
i
n
a
ga
ng
?”
C
ur
re
nt
g
an
g
vs
.
no
n-
ga
ng
34
(
3%
)
P
et
er
so
n
et
a
l.
(
20
04
)
“A
re
y
ou
n
ow
a
g
an
g
m
em
be
r?
”
C
ur
re
nt
g
an
g
vs
.
no
n-
ga
ng
52
2
(9
%
)
51
(
2%
)
R
uf
in
o
et
a
l.
(
20
12
)
P
ri
so
n-
co
nf
ir
m
ed
s
tr
ee
t
ga
ng
m
em
be
rs
C
ur
re
nt
g
an
g
vs
.
no
n-
ga
ng
84
(
39
%
)
S
pa
no
e
t
al
.
(2
00
8)
“A
re
y
ou
c
ur
re
nt
ly
i
nv
ol
ve
d
in
a
g
an
g?
”
C
ur
re
nt
g
an
g
vs
.
no
n-
ga
ng
14
4
(7
%
)b
T
ay
lo
r
et
a
l.
(
20
07
)
“A
re
y
ou
n
ow
i
n
a
ga
ng
?”
C
ur
re
nt
g
an
g
vs
.
no
n-
ga
ng
52
2
(9
%
)
T
ay
lo
r
et
a
l.
(
20
08
)
“A
re
y
ou
n
ow
i
n
a
ga
ng
?”
C
ur
re
nt
g
an
g
vs
.
no
n-
ga
ng
52
2
(9
%
)
a G
an
g
de
fi
ni
ti
on
f
ur
th
er
r
es
tr
ic
te
d
to
t
ho
se
w
ho
r
ep
or
te
d
th
e
ga
ng
n
am
e,
w
hi
ch
e
xc
lu
de
d
on
ly
5
y
ou
th
.
b S
pa
no
e
t
al
.
(2
00
8)
r
ep
or
t
th
e
pr
ev
al
en
ce
o
f
ga
ng
m
em
be
rs
hi
p
(7
%
)
ba
se
d
on
2
,0
60
y
ou
th
i
ns
te
ad
o
f
th
ei
r
re
st
ri
ct
ed
s
am
pl
e
of
1
,2
95
.
The Gang-Victimization Link 1023
certain types of crimes, but not others. Considering these
distinctions will advance this
area of research and may also result in prevention efforts
tailored to the specific needs of
gang members. Furthermore, very few studies have examined
property crime, which has
been measured as: theft of more than $50, theft in general and at
school, and theft and van-
dalism. Analyzing property and personal crime victimization
separately, Fox, Lane, et al.
(2010, 2013) found that gang members were victimized
significantly more than non-gang
members by personal crime but not by property crime. Given
this limited evidence that
the gang-victimization link may only exist for personal (and not
property) crime, future
research is needed to more fully examine this possibility.
Number of Victimization Items Measured. Table 3 also features
the number of items
used to measure crime victimization. Although many of the
studies have used as few as 2
or 3 items to measure victimization, some research examines up
to 13 items (see Table 3).
Measuring victimization with very few indicators presents
methodological challenges,
given the inability to adequately capture the true extent to
which gang members may
have been victimized. Drawing from the broader victimization
literature, the research on
interpersonal victimization offers important insight. Scales
based on multiple behaviorally
specific items (i.e., approximately 10–12 items) outperform a
single item (or even 2 or
3 basic items) for accurately measuring sexual assault (Kolivas
& Gross, 2007), stalking
(Fox, Nobles, & Fisher, 2011), and intimate partner violence
(Tjaden & Thoennes, 1998).
Therefore, using multiple-item measures of violent and/or
property crime victimization
will advance our understanding of the gang-victimization link.
Reliability and Validity of Victimization Measures. Prior
research on the gang-
victimization link has largely overlooked the reliability and
validity of victimization mea-
sures (see Table 3). Reliability, or the degree to which items are
consistently measuring a
similar concept (Carmines & Zeller, 1979), has been assessed in
only four (25%) of the
gang-victimization studies (e.g., Barnes et al., 2012; DeLisi et
al., 2009; Fox, Lane, et al.,
2010, 2013). Within the social science literature, Cronbach’s
(1951) alpha remains one of
the most robust indicators of the internal consistency among
multiple items; yet, research
is often published without reporting Cronbach’s alpha or other
measures of reliability
(Whittington, 1998), and this is also a problem with the gang-
victimization literature (see
Table 3). The lack of reliability estimates within the gang-
victimization literature offers a
gap for future investigation. However, it is important to note
that scales with many items
tend to enhance Cronbach’s alpha levels (DeVellis, 2003),
which means that higher levels
may simply be a reflection of more items rather than better
measures. Certainly, the goal
of advancing this literature should not rely on boosting alphas
while sacrificing quality
measures. In other words, future research must strike a balance
between a comprehensive
versus cluttered measure of victimization. Given that many
victimization scales are com-
prised of few items, intercorrelations will generally be low.
Indeed, alphas will increase as
the intercorrelations between items increase (Warner, 2008).
There is also a void of validity tests among the gang-
victimization studies (see Table 3).
Validity, or the accuracy with which a measure reflects the
construct it intends to mea-
sure (Carmines & Zeller, 1979), is generally conceptualized in
different ways, includ-
ing content, construct, and criterion-related validity. A detailed
discussion of validity is
beyond the scope of this article; however, it is worthwhile to
note that none of the studies
within the gang-victimization literature offer formal tests of
validity. As discussed ear-
lier, the use of limited victimization items, especially in terms
of property victimization,
has important implications for content validity. For example,
victimization scales lack
content validity when only two or three items are considered
(e.g., robbery and assault).
1024 Fox
T
A
B
L
E
3
.
V
ic
ti
m
iz
at
io
n
M
ea
su
re
s
A
m
on
g
P
ri
or
R
es
ea
rc
h
P
ub
li
ca
ti
on
V
ic
ti
m
iz
at
io
n
It
em
s
S
ca
le
A
lp
ha
R
ec
al
l
T
im
ef
ra
m
e
B
ar
ne
s
et
a
l.
(
20
12
)
5
i
te
m
s
fo
r
W
a
ve
I
I:
(
1)
S
ee
n
so
m
eo
ne
s
ho
t
or
s
ta
bb
ed
;
(2
)
T
hr
ea
te
ne
d
w
it
h
kn
if
e
or
g
un
;
(3
)
S
ho
t;
(
4)
C
ut
/s
ta
bb
ed
;
(5
)
Ju
m
pe
d/
as
sa
ul
te
d
7
i
te
m
s
fo
r
W
a
ve
I
II
—
5
o
f
W
a
ve
I
I
it
em
s,
p
lu
s:
(
6)
A
ss
au
lt
ed
;
(7
)
A
ss
au
lt
ed
an
d
ro
bb
ed
6
i
te
m
s
fo
r
W
a
ve
I
V
—
5
o
f
W
a
ve
I
I
it
em
s,
p
lu
s:
(
6)
T
he
ft
(
m
or
e
th
an
$
50
)
.7
0
(W
II
)
.7
1
(W
II
I)
.7
3
(W
IV
)
P
as
t
ye
ar
C
hi
ld
s
et
a
l.
(
20
09
)
3
i
te
m
s:
(
1)
S
im
pl
e
as
sa
ul
t;
(
2)
R
ob
be
d;
(
3)
A
gg
ra
va
te
d
as
sa
ul
t
N
ot
r
ep
or
te
d
P
as
t
ye
ar
D
eL
is
i
et
a
l.
(
20
09
)
5
i
te
m
s
fo
r
W
a
ve
I
I:
(
1)
S
ee
n
so
m
eo
ne
s
ho
t
or
s
ta
bb
ed
;
(2
)
T
hr
ea
te
ne
d
w
it
h
kn
if
e
or
g
un
;
(3
)
S
ho
t;
(
4)
C
ut
/s
ta
bb
ed
;
(5
)
Ju
m
pe
d/
as
sa
ul
te
d
7
i
te
m
s
fo
r
W
a
ve
I
II
—
5
o
f
W
a
ve
I
I
it
em
s,
p
lu
s:
(
6)
A
ss
au
lt
ed
;
(7
)
A
ss
au
lt
ed
an
d
ro
bb
ed
.7
0
(W
II
)
.7
0
(W
II
I)
P
as
t
ye
ar
F
ox
,
L
an
e,
e
t
al
.
(2
01
0)
F
ox
e
t
al
.
(2
01
3)
1
3
i
te
m
s:
(
1)
T
he
ft
;
(2
)
V
an
da
li
sm
;
(3
)
T
hr
ea
te
ne
d
w
it
h
a
w
ea
po
n;
(
4)
S
im
pl
e
as
sa
ul
t;
(
5)
A
gg
ra
va
te
d
as
sa
ul
t;
(
6)
R
ob
be
d;
(
7)
C
ar
ja
ck
ed
;
(8
)
W
it
ne
ss
in
ti
m
id
at
io
n;
(
9)
H
om
e
in
va
si
on
;
(1
0)
D
ri
ve
-b
y
sh
oo
ti
ng
;
(1
1)
S
ta
bb
ed
;
(1
2)
S
ho
t
at
;
(1
3)
S
ho
t
.5
91
(
pr
op
er
ty
)
.6
93
(
pe
rs
on
al
)
L
if
et
im
e
F
ox
e
t
al
.
(2
01
2)
4
i
te
m
s:
(
1)
R
ob
be
d;
(
2)
A
ss
au
lt
ed
w
it
ho
ut
a
w
ea
po
n;
(
3)
A
ss
au
lt
ed
w
it
h
a
w
ea
po
n;
(
4)
D
ri
ve
-b
y
sh
oo
ti
ng
N
ot
r
ep
or
te
d
P
as
t
2
ye
ar
s
ou
ts
id
e
pr
is
on
G
ib
so
n
et
a
l.
(
20
09
)
3
i
te
m
s:
(
1)
S
im
pl
e
as
sa
ul
t;
(
2)
R
ob
be
d;
(
3)
A
gg
ra
va
te
d
as
sa
ul
t
N
ot
r
ep
or
te
d
P
as
t
ye
ar
The Gang-Victimization Link 1025
G
ov
er
e
t
al
.
(2
00
9)
3
i
te
m
s:
(
1)
I
nj
ur
ed
i
n
a
fi
gh
t;
(
2)
P
hy
si
ca
ll
y
as
sa
ul
te
d
by
a
d
at
in
g
pa
rt
ne
r;
(3
)
S
ex
ua
l
as
sa
ul
t
N
ot
r
ep
or
te
d
P
as
t
ye
ar
(
1
&
2
);
L
if
et
im
e
(3
)
K
at
z
et
a
l.
(
20
11
)
6
i
te
m
s:
(
1)
T
hr
ea
te
ne
d
w
it
h
a
gu
n;
(
2)
S
ho
t
at
;
(3
)
S
ho
t;
(
4)
T
hr
ea
te
ne
d
w
it
h
an
ot
he
r
w
ea
po
n;
(
5)
I
nj
ur
ed
w
it
h
an
ot
he
r
w
ea
po
n;
(
6)
J
um
pe
d/
be
at
en
u
p
N
ot
r
ep
or
te
d
L
if
et
im
e;
p
as
t
30
d
ay
s
(a
ll
i
te
m
s)
M
el
de
e
t
al
.
(2
00
9)
7
i
te
m
s:
(
1)
A
tt
ac
ke
d/
th
re
at
en
ed
o
n
th
e
w
ay
t
o/
fr
om
s
ch
oo
l;
(
2)
T
he
ft
a
t
sc
ho
ol
;
(3
)
A
tt
ac
ke
d/
th
re
at
en
ed
a
t
sc
ho
ol
;
(4
)
A
ss
au
lt
ed
;
(5
)
R
ob
be
d;
(6
)
A
gg
ra
va
te
d
as
sa
ul
t;
(
7)
T
he
ft
N
ot
r
ep
or
te
d
P
as
t
90
d
ay
s
O
ze
r
&
E
ng
el
(
20
12
)
2
i
te
m
s:
(
1)
R
ob
be
d;
(
2)
A
gg
ra
va
te
d
as
sa
ul
t
N
ot
r
ep
or
te
d
P
et
er
so
n
et
a
l.
(
20
04
)
3
i
te
m
s:
(
1)
S
im
pl
e
as
sa
ul
t;
(
2)
R
ob
be
d;
(
3)
A
gg
ra
va
te
d
as
sa
ul
t
N
ot
r
ep
or
te
d
P
as
t
6
m
on
th
s
(Y
ea
r
1)
;
P
as
t
ye
ar
(
Y
ea
rs
2
–5
)
R
uf
in
o
et
a
l.
(
20
12
)
4
i
te
m
s:
(
1)
R
ob
be
d;
(
2)
A
ss
au
lt
ed
w
it
ho
ut
a
w
ea
po
n;
(
3)
A
ss
au
lt
ed
w
it
h
a
w
ea
po
n;
(
4)
D
ri
ve
-b
y
sh
oo
ti
ng
N
ot
r
ep
or
te
d
P
as
t
2
ye
ar
s
ou
ts
id
e
pr
is
on
S
pa
no
e
t
al
.
(2
00
8)
3
i
te
m
s:
(
1)
T
hr
ea
te
ne
d
w
it
h
a
kn
if
e/
gu
n;
(
2)
N
ee
de
d
m
ed
ic
al
a
tt
en
ti
on
f
or
a
cu
t;
(
3)
S
ho
t
at
N
ot
s
ca
le
d
P
ri
or
9
0
da
ys
(
1)
P
as
t
ye
ar
(
2
&
3
)
T
ay
lo
r
et
a
l.
(
20
07
)
3
i
te
m
s:
(
1)
S
im
pl
e
as
sa
ul
t;
(
2)
R
ob
be
d;
(
3)
A
gg
ra
va
te
d
as
sa
ul
t
N
ot
r
ep
or
te
d
P
as
t
ye
ar
T
ay
lo
r
et
a
l.
(
20
08
)
2
i
te
m
s:
(
1)
A
gg
ra
va
te
d
as
sa
ul
t;
(
2)
R
ob
be
d
N
ot
r
ep
or
te
d
P
as
t
ye
ar
N
o
te
.
T
he
r
ec
al
l
ti
m
ef
ra
m
e
is
c
on
si
st
en
t
fo
r
al
l
it
em
s
un
le
ss
i
te
m
n
um
be
rs
a
re
s
pe
ci
fi
ed
w
it
h
di
ff
er
en
t
ti
m
ef
ra
m
es
.
1026 Fox
Indeed, the dynamics of victimization require more rigorous
measures. Additionally, it
will be especially important for future research to validate
victimization scales separately
among gang and non-gang members.
Recall Timeframe for Victimization Measures. Similar to the
wide variety of victim-
ization types measured by prior research, the recall timeframe
also varies considerably
across studies (see Table 3). Some studies ask respondents to
disclose victimization
experienced over the lifetime (Fox, Lane, et al., 2010, 2013;
Katz et al., 2011), during the
past 2 years outside of prison (Fox et al., 2012; Rufino et al.,
2012), during the past year
(Barnes et al., 2012; DeLisi et al., 2009; Gibson et al., 2009;
Taylor et al., 2008; Taylor
et al., 2007), or during the past 90 days (Melde et al., 2009) or
past 30 days (Katz et al.,
2011). Others use different timeframes for different measures
within the same study. For
example, Gover et al. (2009) feature a lifetime measure for one
item (e.g., sexual assault
victimization) and a past year timeframe for the other two
measures (e.g., injured during a
fight and physically assaulted by a dating partner). Similarly,
Spano et al. (2008) employs
a 90-day timeframe for being threatened with a knife or gun and
a year timeframe for need-
ing medical attention for a cut and being shot at. The first wave
of data used by Peterson et
al. (2004) implemented a recall timeframe of 6 months for the
victimization items whereas
the next four waves increased to a 12-month period.
The variation among recall timeframes within and between
studies presents hurdles
for interpreting the extent to which gang members are
victimized and in terms of making
comparisons across studies. Understandably, some of these
studies are based on secondary
data and are not products of original data collection efforts
designed for the specific pur-
pose of examining the gang-victimization link (e.g., Add Health
data). Future research can
advance this literature by standardizing the victimization
measures and recall timeframe.
Data collected for the purpose of testing the gang-victimization
link may also benefit
by relying on multiple timeframes across all items, similar to
the data derived from the
ADAM program (Katz et al., 2011).
Analyses and Results
Prior literature on the gang-victimization link has already made
great strides for advanc-
ing our understanding of this complex relationship (see Table
4). Nearly half (n 5 7)
of the studies have already begun to use longitudinal data to test
the gang-victimization
relationship over time. Further use of cross-sectional data is
also important, particularly
when examining hard-to-access samples (e.g., homeless,
incarcerated, or recently released
offenders). In addition, about half (n 5 8) of the studies have
conducted analyses separately
among gang versus non-gang subsamples (see Table 4).
Examining the groups individually
is important for observing key differences that may be masked
when considering the sam-
ple as a whole. Nine studies (56%) control for the effect of
criminal behavior, which may
impact (or render spurious) the gang-victimization link (see
Table 4). Among the studies
that control for crime, results are mixed. Some studies find that
the gang-victimization
link holds even when controlling for crime (DeLisi et al., 2009;
Fox et al., 2012; Ozer &
Engel, 2012; Rufino et al., 2012), whereas others find that the
gang-victimization link
washes out after accounting for involvement in gang crime
(Katz et al., 2011; Spano et al.,
2008; Taylor et al., 2007). Future research using various
samples to more closely examine
the effect of crime on the gang-victimization link would
contribute to the field.
Despite these impressive advancements, there are also
analytical limitations among
the gang-victimization literature that warrant consideration.
Within the more general gang
The Gang-Victimization Link 1027
T
A
B
L
E
4
.
S
ta
ti
st
ic
al
A
n
al
ys
es
a
n
d
F
in
d
in
gs
A
m
on
g
P
ri
or
G
an
g-
V
ic
ti
m
iz
at
io
n
R
es
ea
rc
h
P
ub
li
ca
ti
on
L
on
gi
tu
di
na
l
G
an
g
vs
.
N
on
-G
an
g
M
od
el
s
C
on
tr
ol
fo
r
C
ri
m
e
G
en
de
r
M
od
el
s
R
ac
e/
E
th
ni
ci
ty
M
od
el
s
S
up
po
rt
s
G
an
g-
V
ic
ti
m
iz
at
io
n
L
in
k
B
ar
ne
s
et
a
l.
(
20
12
)
3
w
av
es
N
o
N
o
N
o
N
o
Y
es
C
hi
ld
s
et
a
l.
(
20
09
)
N
o
N
o
N
o
N
o
N
o
Y
es
D
eL
is
i
et
a
l.
(
20
09
)
2
w
av
es
Y
es
Y
es
N
o
N
o
Y
es
:
B
ef
or
e
an
d
af
te
r
P
S
M
m
at
ch
in
g
F
ox
,
L
an
e,
e
t
al
.
(2
01
0)
N
o
Y
es
N
o
N
o
N
o
Y
es
F
ox
e
t
al
.
(2
01
3)
N
o
Y
es
N
o
N
o
N
o
Y
es
F
ox
e
t
al
.
(2
01
2)
N
o
Y
es
Y
es
N
/A
a
N
o
Y
es
G
ib
so
n
et
a
l.
(
20
09
)
3
w
av
es
Y
es
Y
es
N
o
N
o
M
ix
ed
:
B
ef
or
e
bu
t
no
t
af
te
r
P
S
M
G
ov
er
e
t
al
.
(2
00
9)
N
o
N
o
N
o
Y
es
N
o
Y
es
K
at
z
et
a
l.
(
20
11
)
N
o
N
o
Y
es
N
o
N
o
M
ix
ed
:
B
ef
or
e
bu
t
no
t
af
te
r
co
nt
ro
ll
in
g
fo
r
ga
ng
c
ri
m
e
in
vo
lv
em
en
t
M
el
de
e
t
al
.
(2
00
9)
2
w
av
es
N
o
N
o
N
o
N
o
Y
es
O
ze
r
&
E
ng
el
(
20
12
)
2
w
av
es
Y
es
Y
es
N
o
N
o
Y
es
P
et
er
so
n
et
a
l.
(
20
04
)
5
w
av
es
Y
es
N
o
N
o
N
o
Y
es
:
B
ef
or
e,
d
ur
in
g,
a
nd
a
ft
er
g
an
g
m
em
be
rs
hi
p
R
uf
in
o
et
a
l.
(
20
12
)
N
o
N
o
Y
es
N
/A
a
N
o
Y
es
S
pa
no
e
t
al
.
(2
00
8)
2
w
av
es
N
o
Y
es
N
o
N
o
M
ix
ed
:
S
up
po
rt
ed
a
t
th
e
bi
va
ri
at
e
le
ve
l,
b
ut
n
ot
s
ig
ni
fi
ca
nt
i
n
m
ul
ti
va
ri
at
e
T
ay
lo
r
et
a
l.
(
20
07
)
N
o
Y
es
Y
es
N
o
N
o
M
ix
ed
:
S
up
po
rt
ed
a
t
th
e
bi
va
ri
at
e
le
ve
l,
b
ut
m
ul
ti
va
ri
at
e
m
od
el
s
sh
ow
d
el
in
qu
en
cy
m
ed
ia
te
s
ga
ng
-v
ic
ti
m
iz
at
io
n
li
nk
a
nd
g
an
g
m
em
be
rs
hi
p
re
du
ce
s
ge
ne
ra
l
vi
ol
en
t
vi
ct
im
iz
at
io
n
w
hi
le
in
cr
ea
se
s
se
ri
ou
s
vi
ol
en
t
vi
ct
im
iz
at
io
n
T
ay
lo
r
et
a
l.
(
20
08
)
N
o
N
o
Y
es
N
o
N
o
M
ix
ed
:
S
up
po
rt
ed
,
bu
t
no
d
if
fe
re
nc
e
in
t
he
l
ev
el
o
f
vi
ct
im
iz
at
io
n
am
on
g
ga
ng
a
nd
n
on
-g
an
g
m
em
be
rs
T
ot
al
7
of
1
6
(4
4%
)
8
of
1
6
(5
0%
)
9
of
1
6
(5
6%
)
1
of
1
6
(6
%
)
0
of
1
6
(0
%
)
10
s
up
po
rt
(
67
%
);
5
m
ix
ed
(
33
%
)
N
o
te
.
P
S
M
5
p
ro
pe
ns
it
y
sc
or
e
m
at
ch
in
g.
a S
am
pl
ed
m
al
es
o
nl
y.
1028 Fox
literature, there has been increasing attention to the importance
of gender and race differ-
ences (Esbensen & Winfree, 1998; J. Miller, 1998, 2001; Vigil,
2002). However, the gang-
victimization field has yet to fully examine the unique
experiences among men versus women
separately, and across different races and/or ethnicities. In fact,
only one study has examined
split models among men and women (Gover et al., 2009) and
another study analyzed Blacks
and Whites separately (Savitz et al., 1980). The overall lack of
attention to gender and race
differences within the gang-victimization link may be a function
of the recency of this line
of research as well as a limitation of low gang prevalence rates.
With only a small percent
of gang members in a sample, further reducing power by
splitting the sample by gender or
race/ ethnicity may not be a viable option in some cases.
Although most prior research treats
gender and race/ethnicity as control variables, the degree to
which demographic differences
emerge within the gang-victimization link leaves much
opportunity for future research.
THEORETICAL ADVANCEMENTS AND LIMITATIONS OF
THE
GANG-VICTIMIZATION LITERATURE
Many published studies on the gang-victimization link do not
conduct theoretical tests
to understand this relationship (see Table 5). However, theory
can inform the gang-
victimization relationship, just as theory has been instrumental
in contextualizing the
relationship between gang membership and delinquency and/or
crime (Wood & Alleyne,
2010). Testing theory is critical for moving the field forward
and for better understanding
why gang members might be more susceptible to victimization.
Theoretical applications
of the gang-victimization link also have important practical and
policy implications.
Knowing more about the theoretical connections between gang
membership and victim-
ization will help practitioners and policymakers improve the
lives of gang members who
are victimized. Akers and Sellers (2009) contend, “. . . the
better the theory explains the
problem, the better it is able to guide efforts to solve the
problem” (p. 11). If gang members
are victimized as a function of their risky routines, or self-
control, or dangerous neigh-
borhood, then programs and policies can be effectively tailored
to address the root of the
problem. Conducting theoretical tests is the first step toward
sharpening our understanding
of why gang members are at a greater risk of harm, and this
knowledge will be essential for
developing a road map for the prevention and reduction of
victimization.
One point of clarification is needed regarding studies grounded
in theory versus those
that test theory. Some research is grounded in theory, such as
lifestyle/routine activity and
collective liability, but do not empirically test these
perspectives (e.g., Katz et al., 2011;
Taylor et al., 2007). Similarly, Gibson et al. (2009) match youth
on various theoretically
relevant variables, including impulsivity, risk-seeking,
delinquent peers, school commit-
ment, and parental monitoring. Although these elements are
related to several theories (e.g.,
routine activity/lifestyle, self-control, social control/bond),
these studies were not designed
or conducted as theoretical tests. Thus, the following discussion
focuses more specifically
on research that empirically tests theories for understanding the
gang-victimization link.
As shown in Table 5, only seven of the gang-victimization
studies (44%) have tested
theory, including lifestyles/routine activity theory (Spano et al.,
2008; Taylor et al., 2008),
social disorganization (Fox, Lane, et al., 2010; Fox et al.,
2012), self-control (Childs et al.,
2009; Fox et al., 2013), and the biosocial perspective (Barnes et
al., 2012). The follow-
ing presents an overview of these preliminary theoretical tests
and offers recommenda-
tions for future theoretical tests. Space limitations preclude a
thorough discussion of the
The Gang-Victimization Link 1029
TABLE 5. Theory Tests of the Gang-Victimization Link
Publication Theory Tested Theory Result
Barnes et al. (2012) Biosocial
perspective
Mixed: Nonshared environment explained
significantly more gang membership and
victimization than genetics
Childs et al. (2009) Self-control Unsupported: self-control does
not mediate
the gang-victimization link; self-control
and gang membership do not have an
interactive effect on victimization
DeLisi et al. (2009) None None
Fox, Lane, et al.
(2010)
Social
disorganization
Mixed: social disorder explained property
victimization among gang members, but
not physical disorder or collective efficacy
Fox et al. (2013) Self-control Mixed: Lower self-control
explains personal
victimization and higher self-control
explains property victimization among
gang members
Fox et al. (2012) Social
disorganization
Mixed: Neighborhood dangerousness
significantly increased victimization
among gang members whereas the other
five disorganization items did not
Gibson et al. (2009) None None
Gover et al. (2009) None None
Katz et al. (2011) None None
Melde et al. (2009) None None
Ozer & Engel (2012) None None
Peterson et al. (2004) None None
Rufino et al. (2012) None None
Spano et al. (2008) Routine activity
theory
Supported: Gun carrying, employment
status, number of hours employed,
and criminal behavior mediated gang-
victimization link
Taylor et al. (2007) None None
Taylor et al. (2008) Lifestyles/routine
activities theory
Supported: Delinquency and availability of
drugs/alcohol mediated gang-victimization
relationship
Total 7 of 16 (44%)
1030 Fox
theories, their policy implications, and their application to the
gang-victimization link.
Instead, core theoretical concepts are highlighted in an effort to
spark further scholarly
interest and empirical investigation.
Lifestyle/Routine Activity Theory
Given that lifestyle and routine activity theories were originally
designed to explain vic-
timization, rather than offending, they were naturally the first to
be used to understand the
gang-victimization link. Essentially, lifestyles (Garofalo, 1987;
Hindelang, Gottfredson, &
Garofalo, 1978) and routine activity theory (Cohen & Felson,
1979) suggest that personal
and behavioral characteristics can influence the likelihood of
victimization. According to
routine activity theory, the convergence of motivated offenders,
suitable targets, and the
lack of capable guardianship increase the risk of victimization
(Cohen & Felson, 1979).
Extending these theories to understand the victimization of gang
members, Taylor (2008)
argues that “gang members may be viewed as suitable targets
lacking capable guardian-
ship for serious violent victimization but who often have
extensive interactions with
motivated offenders” (p. 131). If lifestyles or routine activities
influence gang members’
victimization, then prevention and intervention programs need
to address delinquent and
risky lifestyle behaviors (Taylor, 2008). Efforts that promote
healthy relationships within
the family could be worthwhile insomuch as they enhance time
spent with capable guard-
ians. Programs that aim to reduce interactions with motivated
offenders would also be
beneficial for reducing risk. Furthermore, avoiding the
appearance of being a suitable
target can also help reduce victimization. Admittedly, this is
easier said than done given
that addressing gang members’ lifestyles means completely
rewiring the gang mentality
and lifestyle. If lifestyles/routine activity theory matters for
enhancing the victimization
of gang members, then lifestyle changes will be necessary to
reduce that risk. As Felson
and Clarke (2010) point out, “we know very little about which
routine precautions work
and which do not,” largely because of the “sheer number of
routine precautions that people
employ” (p. 116). Future research will contribute to our
understanding of the routines
that most effectively reduce the risk of victimization among
gang members by examining
trends in risky gang behavior (i.e., going out at night,
associating with other gang mem-
bers, engaging in crime).
Given that only two studies have tested and found support for
lifestyle/routine activity
theories to explain the gang-victimization link (Spano et al.,
2008; Taylor et al., 2008),
much opportunity remains for future research. Taylor et al.
(2008) and Spano et al. (2008)
both studied school-based samples of youth, examined three
measures of victimization,
and treated gang membership as an independent variable rather
than estimating models
separately among gang and non-gang members. Therefore,
future research can extend
this line of work by testing lifestyle/routine activity theories
among other samples (e.g.,
delinquent youth, criminal samples, adults, homeless) and
expanding the number and
type of crime victimization measures. Furthermore, estimating
models separately for
gang/non-gang members, among men/women, and by
race/ethnicity will determine the
unique effects of lifestyles/routine activity on specific
subgroups that may be masked in
the full models.
In terms of lifestyle/routine activity measures, prior research
has already examined
an impressive array of theoretical variables. Spano et al. (2008)
used measures of gun
carrying, employment, hours per week employed, family
structure, parental monitoring,
violent behavior, and drinking/drug use. Taylor et al. (2008)
examined measures capturing
The Gang-Victimization Link 1031
prosocial and delinquent peer involvement, positive and
negative peer commitment, unsu-
pervised leisure time, availability of alcohol and/or drugs,
substance use, and delinquency.
Although these are sound theoretical measures, future research
that expands on these items,
particularly considering the unique nature of gang life, will
offer further precision to the
ways in which lifestyle/routine activities are conceptualized.
For example, promising gang-
related lifestyle/routine activities constructs could include
amount of time spent with gang
friends, exposure to gang-affiliated family members,
involvement in gang-related crime
(e.g., drive-by shootings, gang fights, gang-initiated home
invasion robbery), and emersion
in the gang lifestyle (e.g., leadership status, length of
membership, attachment to gang).
Social Disorganization Theory
At first glance, social disorganization theory may be considered
a less intuitive contribu-
tion to the gang-victimization link because of its origin as a
macrolevel theory designed
to understand offending. Central theoretical concepts suggest
that low socioeconomic
status neighborhoods containing a diverse racial mix of
residents who frequently move
in and out of the area are characteristic of social disorganization
that, in turn, results in
crime (Shaw & McKay, 1969). Socially disorganized
neighborhoods are subjected to a
breakdown of conventional community control, which also
results in a loss of collective
efficacy whereas neighbors are no longer trusting or cohesive
units committed to each
other (Sampson, 2004). Thrasher (1927) was among the first to
make the connection
between social disorganization and gangs, arguing that weak
economic conditions lead
to the deterioration of conventional institutions (producing
social disorganization), which
influenced youth to turn to street gangs. There are policy and
practical implications to
consider if social disorganization theory accounts for the
increased risk of victimization
among gang members. Certainly, knowing that the gang-
victimization link is caused by
social disorganization could be frustrating for policymakers
given the need for macrolevel
changes. However, some evidence suggests community-level
programs show promise
for reducing crime, including the following: monitoring of gang
offenders by community
workers, police, and probation officers; mentoring by Big
Brothers/Big Sisters of America;
and community-based after school recreation programs
(Sherman et al., 1998). If social
disorganization explains the victimization of gang members,
then future research would
contribute to this literature by examining the intervention and
prevention outcomes of
community-level programs.
Based on the connection between social disorganization and
gangs (Thrasher, 1927)
and social disorganization and victimization (Sampson &
Groves, 1989), two published
studies have examined and found limited support for the effects
of social disorganization
theory to explain the gang-victimization link (Fox, Lane, et al.,
2010; Fox et al., 2012).
Among jail inmates, Fox, Lane, et al. (2010) found perceptions
of neighborhood social
disorder to be significantly associated with gang members’
exposure to property crime
victimization and non-gang members’ exposure to personal
crime victimization (but not
physical disorder or collective efficacy). Among prison inmates,
Fox et al. (2012) found
that perceived neighborhood dangerousness was significantly
associated with victimiza-
tion among gang members compared to non-gang members;
however, other social disor-
ganization factors were not related to victimization (e.g.,
neighborhood quality, physical
disorder, and collective efficacy).
Despite the limited support garnered for social disorganization
theory’s ability to
explain victimization among gang members (especially in terms
of physical disorder and
1032 Fox
collective efficacy), much remains unknown and worthy of
future research in this area. For
example, both studies examined cross-sectional samples of
incarcerated adult offenders
(Fox, Lane, et al., 2010; Fox et al., 2012), yet measures of
social disorganization were
based on the neighborhood outside of the carceral environment.
Although these studies are
important for understanding the impact of offenders’ community
context, it is equally as
important to examine the effects of disorganization from within
the jail or prison setting on
victimization among gang members (e.g., physical disorder,
social disorder, and collective
efficacy within the facility). Furthermore, considering the
community context necessary
for measuring neighborhood social disorganization, it is
particularly important to examine
other samples outside of an institutional setting (e.g., youth or
community samples).
Self-Control Theory
Given that Gottfredson and Hirschi’s (1990) theory of low self-
control has recently been
extended to explain gang membership (Hope & Damphousse,
2002; Kissner & Pyrooz,
2009; Peterson-Lynskey, Winfree, Esbensen, & Clason, 2000)
and victimization (Schreck,
1999), this theory has promise for accounting for the gang-
victimization link. The theory
claims that low self-control leads to criminal behavior if the
opportunity presents itself,
and an abundance of research supports the theory via the use of
both attitudinal and
behavioral self-control measures (Pratt & Cullen, 2000). If self-
control accounts for the
gang-victimization link, then the policy implications geared
toward addressing crime may
also be relevant for reducing victimization. For example,
programs designed to promote
two-parent families and effective child care have been shown to
increase the self-control
of children (Gottfredson & Hirschi, 1990; Piquero, 2010). As
Piquero (2010) points out,
these strategies (and others) that have been successful at
increasing self-control are cost-
effective compared to their consequences. Indeed, future
research that examines the policy
and program implications related to increasing self-control may
substantially advance our
understanding of the gang-victimization link.
The two studies that test this relationship reveal limited or no
support for the effect
of self-control to explain the victimization of gang members.
Among jail inmates, low
self-control was significantly related to personal crime
victimization among gang and
non-gang members (Fox et al., 2013). Low self-control was
significantly associated with
property victimization among non-gang members, whereas high
self-control was predic-
tive of property victimization among gang members (Fox et al.,
2013). Among youth,
self-control did not mediate the gang-victimization link and no
interactive effects were
found between self-control and gang membership on
victimization (Childs et al., 2009).
Certainly, more attention to the effects of self-control on the
gang-victimization link will
aid in our understanding of this relationship. Much remains
unknown about these effects
over time (e.g., using longitudinal data), among different
populations, in terms of gender
and race/ethnicity differences, and when accounting for
criminal behavior.
Biosocial Perspective
Although the “nature versus nurture” debate continues to be of
scholarly interest concerning
various phenomena, merging the biological, genetic, and
environmental literatures (e.g., bio-
social perspective) is a relatively recent line of inquiry within
the study of criminology and,
especially, within the study of victimization. Among samples of
twin adolescents, genetic
factors explained between nearly 40% (Beaver, Boutwell,
Barnes, & Cooper, 2009) and
73% (H. A. Ball, Arseneault, Taylor, Maughan, Caspi, &
Moffitt, 2008) of the variance in
The Gang-Victimization Link 1033
victimization compared to nonshared environmental factors.
Furthermore, evidence suggests
that gang membership is also attributable to genetics, by way of
the monoamine oxidase A
(MAOA) gene (Beaver, DeLisi, Vaughn, & Barnes, 2010).
Scholars have been hesitant to rec-
ommend biosocial-related policy implications given the ongoing
politically sensitive debate
about the alterability of genes. However, Beaver (2009,
emphasis in original) contends that
“genetic effects can be altered by altering the environment” (p.
203) and underscores the
importance of targeting “a confluence of genetic, biological,
and environmental factors” to
influence behavior (i.e., victimization). Promising biosocial
strategies for the prevention of
antisocial behavior include promoting healthy pregnancy
education, adequate prenatal health
care, and no-cost childhood development classes for new
parents (Beaver, 2009; Olds et al.,
1998; Wright et al., 2008). If the gang-victimization link can be
understood within the bio-
social framework, then an important next step for future
research will be to identify preven-
tion and intervention strategies to reduce gang members’
victimization risk.
Recently, Barnes et al. (2012) examined the genetic and
environmental effects of
gang membership and victimization among a national sample
(Add Health) comprising
identical twins, fraternal twins, full siblings, half-siblings, and
cousins. Findings revealed
that 26% of the variance in gang membership and 34% of the
variance in victimization
was attributable to genetic factors. In terms of the genetic
versus environmental effects
on the relationship between gang membership and victimization
over time, Barnes et al.
concluded that “even after controlling for heritable influences
on victimization (and
controlling for prior victimization experiences), gang
membership increased the risk of
victimization” (p. 238). Importantly, the authors point out that
determining the type of
genes that impact gang membership and victimization may be
the next most promising
direction for future research. Similar to the other preliminary
theoretical tests, the work by
Barnes and colleagues should encourage further investigation
into the biosocial impact on
the gang-victimization link.
Promising, Yet Untested, Theories to Explain the Gang-
Victimization Link
There are numerous untested theories that may be applied to
understand the complex rela-
tionship between gang membership and victimization. A more
thorough presentation of
all potential theoretical candidates extends beyond the focus of
this study; however, three
theories in particular are worth highlighting briefly as possible
avenues for future gang-
victimization research. More specifically, social learning,
control balance, and life course/
criminal career theories are promising explanations that have
not yet been tested within the
gang-victimization literature. These theories are selected for
further discussion given their
widespread empirical support (to explain crime) and importance
for policy implications
(e.g., Akers, 2010; Moffitt, 1993; Tittle, 2010).
Considering the social context of gang membership, social
learning theory may be
especially well suited to explain the gang-victimization link.
Akers’ (1973) social learning
theory combines Sutherland’s (1939) concept of differential
association with other key
components, including definitions/attitudes about crime,
differential reinforcement for
engaging in crime, and modeling/imitation of others’ criminal
behaviors. In other words,
spending time socializing with deviant peers who regard crime
as positive behavior with
more beneficial outcomes compared to detrimental
consequences, influences the likeli-
hood of adopting and imitating those deviant and criminal
behaviors. Social learning
theory has received much empirical support for its ability to
explain criminal behavior,
and the strength of social learning appears to hold even when
accounting for self-control
1034 Fox
(Pratt et al., 2000), although some theoretical elements
(differential association and
definitions/attitudes) appear to be more robust than others
(differential reinforcement and
modeling/imitation; Pratt et al., 2010). Given evidence that
emphasizes the importance
of social learning theory with regard to gang membership
(Kissner & Pyrooz, 2009) and
victimization (Fox, Nobles, & Akers, 2011), social learning
theory may be key for under-
standing the gang-victimization relationship.
Control balance theory may also be a promising area for future
researchers interested in
furthering our understanding of the gang-victimization link.
Control balance theory (Tittle,
1995, 2004) is a multifaceted, integrated theory of deviance
premised on the interplay
between perceived control one exerts on others compared to
control to which one is sub-
jected. According to Tittle’s (2004) theoretical
reconceptualization, imbalances in control
(e.g., control deficits and control surpluses) influence one’s
propensity to commit deviant or
criminal behavior, if other factors are considered (e.g., self-
control, morals, peers, provoca-
tion, motivation, constraints, control balance desirability).
Applying control balance theory
to the study of victimization, Piquero and Hickman (2003)
contend that people with control
deficits may be perceived as weak or vulnerable to
victimization, whereas those with con-
trol surpluses may put themselves in riskier situations that lead
to victimization because of
displays of superiority. These claims are supported by the
limited published tests of control
balance theory for successfully explaining crime victimization
(DeLisi & Hochstetler,
2002; Nobles & Fox, 2013; Piquero & Hickman, 2003).
Although prior research has not yet
applied control balance theory to the study of gangs, one could
argue that gang member-
ship is a form of deviance, and control balance theory was
originally designed to explain
any form of deviance. It may also be speculated that gang
members exhibit either control
surpluses (because of an inflated ego, sense of invincibility, or
heightened aggression) or
control deficits (because of disadvantaged social status,
dysfunctional or abusive family
background, or vulnerability to victimization). Considering
these preliminary and potential
linkages, control balance theory may help explain the
victimization of gang members.
In light of the dynamic nature of gang membership and
victimization, the life course/
criminal career perspective may be a favorable explanation for
the gang-victimization
link. The life course/criminal career perspective examines
trajectories of criminal behav-
ior over time, rather than treating criminal behavior as
disconnected events (Blumstein,
Cohen, Roth, & Visher, 1986; Piquero, Farrington, &
Blumstein, 2003; Sampson & Laub,
1993). Of primary concern is the participation, frequency,
seriousness, and length of
criminal behavior. Considering these theoretical components,
Farrell, Tseloni, Wiersema,
and Peace (2001) expanded the life course/criminal career
perspective to account for
“career victims,” which examines trajectories of victimization
over time. This provided
the groundwork for few studies to begin examining trajectories
of victimization over time,
focusing on the participation, frequency, seriousness, and length
of victimization (Nobles,
Fox, Piquero, & Piquero, 2009) or the desistance from
victimization (Daigle, Beaver, &
Hartman, 2008). Further extending this line of research to the
study of gangs, it is plausible
that the risk of victimization changes over time, especially in
conjunction with fluctua-
tions in gang status. In other words, future research should
examine whether the process of
desisting from gang membership (e.g., moving from active
member to ex-gang member)
is related to the desistance of victimization risk. Similarly,
increases in gang status (e.g.,
moving from non-gang to affiliate to member) may be
associated with an increase in vic-
timization. Furthermore, determining differences between gang
and non-gang members
in terms of participation, frequency, seriousness, and length of
victimization will be an
important step for future inquiry.
The Gang-Victimization Link 1035
CONCLUSIONS AND SUMMARY OF RECOMMENDATIONS
The purpose of this paper was to synthesize the growing
literature on the gang- victimization
link and to highlight specific recommendations for future
research based on the strengths
and limitations within the field. The extant literature is quite
mixed about whether gang
members are victimized significantly more than non-gang
members or whether evidence
suggests other factors explain or confound the gang-
victimization link. These inconsistent
findings underscore the importance for further scholarly
investigation, and future research
that advances the methodological and/or theoretical examination
of the gang-victimization
link will be particularly valuable. The following briefly reviews
the recommendations
outlined in this study.
Recommendations for Methodologically Advancing the
Gang-Victimization Literature
1. Sample adults outside of jail/prison and sample
criminal/incarcerated adults or juveniles.
2. Sample size should be large enough to maintain statistical
power for examining subgroup
differences (e.g., gang status, gender, race/ethnicity).
3. Include a variety of specific types of crime victimization
(including property crimes) in
an effort to (a) replicate and extend prior research, (b) assess
reliability and validity, and
(c) expand recall timeframe by including multiple indicators
(e.g., during past month, past year,
and during the lifetime), and (d) examine whether the gang-
victimization link is dependent on
the specific type of victimization, in addition to creating
general victimization indexes.
4. Analyses of the gang-victimization link should include (a)
examinations of longitudinal data,
(b) controls for delinquency/crime, (c) measures of gang status
(e.g., current member, former
member, associate), and (d) models that account for potential
gender and race/ethnic differences.
Recommendations for Theoretically Advancing the
Gang-Victimization Literature
5. Given the lack of theory tests to explain the gang-
victimization link, future research testing
any theoretical perspective will advance the literature.
6. Tests of lifestyle/routine activity theory should (a) examine
samples other than school-based
samples of youth, (b) include a variety of victimization
measures, (c) conduct analyses sepa-
rately by gang status, and (d) account for the effects of gang-
specific lifestyle/routine activities
(e.g., time spent with gang friends, exposure to gang-affiliated
family members, involvement
in gang-related crime, gang leadership status, length of
membership, and gang attachment).
7. Tests of social disorganization theory should (a) use
longitudinal data, (b) sample non-
incarcerated individuals, and (c) examine neighborhood-based
disorganization items among
community samples or institution-based disorganization items
among incarcerated samples.
8. Tests of self-control theory should (a) account for the effects
of opportunities for victimiza-
tion, (b) examine untested samples (e.g., youth), (c) examine
gender and/or race/ethnicity
differences, and (d) control for the effects of
delinquent/criminal behavior.
9. Tests of the biosocial perspective should (a) examine adult
samples and criminal or incarcerated
samples, (b) determine which genes predict gang membership
and victimization, and (c) analyze
gene-environment interactions in the prediction of gang
membership and victimization.
10. Test other theoretical perspectives to better understand the
gang-victimization link, such as
social learning theory, control balance theory, and the life
course/criminal career perspective.
1036 Fox
In conclusion, there are many avenues available for contributing
to this body of knowl-
edge. Future research will also deepen this line of research by
examining the victimization
of gang members internationally (e.g., see Katz et al., 2011).
The Eurogang Project could
serve as a foundation for beginning international work within
the gang-victimization
context. Regardless of the country scholars’ wish to study, it is
hoped that the recom-
mendations outlined here will help advance our understanding
of the relationship between
gang membership and crime victimization.
NOTES
1. Article searches were concluded in January 2013 using the
following search terms: gangs,
gang membership, youth gangs, violence, violent, and
victimization.
2. Although Esbensen et al. (2010) feature several multivariate
models in their book, analyses predicting
victimization do not include a measure of gang membership
(and vice versa). The only analyses related to
the gang-victimization link are bivariate analyses, which is why
the study is excluded in the current analyses.
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Trulson, C. R., Marquart, J. W., & Mullings, J. L. (2004).
Breaking in: Gaining entry to prisons and other
hard-to access criminal justice organizations. Journal of
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VanVoorhis, C. R. W., & Morgan, B. L. (2007). Understanding
power and rules of thumb for deter-
mining sample sizes. Tutorials in Quantitative Methods for
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Vigil, J. D. (2002). A rainbow of gangs: Street subcultures in
the mega-city. Austin, TX: University
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Webb, V. J., Katz, C. M., & Decker, S. H. (2006). Assessing the
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Acknowledgment. The author thanks Jodi Lane at the University
of Florida for helpful feedback on
an earlier draft.
Correspondence regarding this article should be directed to
Kathleen A. Fox, PhD, Arizona State
University, School of Criminology and Criminal Justice, 411 N.
Central Avenue, Phoenix, AZ
85004. E-mail: [email protected]
Reproduced with permission of the copyright owner. Further
reproduction prohibited without
permission.
© 2013 Springer Publishing Company 1015httpdx.doi.org10..docx

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© 2013 Springer Publishing Company 1015httpdx.doi.org10..docx

  • 1. © 2013 Springer Publishing Company 1015 http://dx.doi.org/10.1891/0886-6708.VV-D-12-00100 Violence and Victims, Volume 28, Number 6, 2013 New Developments and Implications for Understanding the Victimization of Gang Members Kathleen A. Fox, PhD Arizona State University, School of Criminology and Criminal Justice Despite a long line of research establishing a connection between gang membership and delinquent or criminal behavior, less is known about gang members’ exposure to victimization. Among the few published studies that have recently investigated the gang- victimization link, findings are mixed and our understanding of this relationship remains unclear. This study offers a synthesis of the emerging gang- victimization literature by highlighting methodological and theoretical advancements and limitations within the field. Specific recommendations are presented to guide future research. Keywords: gang membership; crime victimization; methodology; theory
  • 2. O ur understanding of the victimization of gang members pales in comparison to the vast body of literature establishing a relationship between violence commission and gang membership (Esbensen & Huizinga, 1993; Hagedorn, 1988; Klein, 1971; W. B. Miller, 1966; Thrasher, 1927). Although research on the gang-victimization link is limited, leading gang scholars agree this is an important area of empirical research (Decker, Katz, & Webb, 2008; Melde, Taylor, & Esbensen, 2009; J. Miller, 1998, 2001; Taylor, 2008). In fact, understanding the victimization of gang members is considered “just as important” as studying their criminal behavior (Decker, Melde, & Pyrooz, 2013, p. 3). From a public health and safety perspec- tive, understanding the gang-victimization link has practical implications for reduc- ing gang membership and gang crime. For example, most gang members admit that seeking protection influenced their decision to join a gang (Decker & Van Winkle, 1996). However, gangs do not actually shield members from victimization (Melde et al., 2009). Instead, when people are victimized or afraid, they may join a gang, and this leads to more victimization of other gang members and sometimes the public. If victimization of gang members can be reduced, it may lead to fewer future offenses against both gang members and the public by preventing ripple effects that arise from
  • 3. the initial situations. Policymakers may not yet be concerned about the victimization of gang members because offenders are rarely characterized as victims. However, recent political concern about the sexual victimization of inmates (e.g., the Prison Rape Elimination Act of 2003) may signal a willingness on the part of legislators to make policy to prevent the victim- ization of offenders. One promising avenue for addressing the gang-victimization link 1016 Fox may be to expand the Gang Resistance Education and Training (G.R.E.A.T.) curriculum (for an overview of G.R.E.A.T., see Esbensen, Peterson, Taylor, & Osgood, 2012). It may be particularly helpful to use programs, including G.R.E.A.T., to teach youth that gangs increase the risk of victimization rather than offer protection from harm. In addition, the G.R.E.A.T. program and others could incorporate general coping strategies to teach youth prosocial ways of dealing with gang- and non-gang-related victimization from family, peers, or within their communities. However, before policies and programs can be effec- tively implemented to address the gang-victimization link, research must fine-tune our understanding of if, how, and why gang members are victimized at higher rates than their non-gang counterparts.
  • 4. Although the gang-violence relationship may be a more intuitive connection, gang members also experience victimization in several ways. Gang members may be victim- ized within their family of origin (Joe & Chesney-Lind, 1995), by their own gang and rival gangs (Taylor, 2008), and as a result of their involvement with risky behaviors (Taylor, Freng, Esbensen, & Peterson, 2008). More specifically, some gang members are raised in violent or abusive homes during their childhood (J. Miller, 2001). Within their own gang, members often experience victimization during the initiation process, which may require enduring physical assault (being “jumped in”) or sexual assault (being “sexed in”), or they may be victimized by fellow gang members as a result of violating gang rules (Decker & Van Winkle, 1996). Rivalries with other gangs present additional victimization risks, which may occur during fights over claims to specific territory (i.e., “turf wars”) or drive- by shootings (Taylor, 2008). In addition, criminal gang activity (e.g., buying/selling drugs, extortion, fighting) may enhance the risk of victimization among gang members (Taylor et al., 2008). Grounded in the more general literature on the overlap between offending and victimization (Lauritsen & Laub, 2007; Lauritsen, Laub, & Sampson, 1992; Lauritsen, Sampson, & Laub, 1991), there is reason to suspect that gang members not only commit crime but are also victimized by crime. This underdeveloped line of inquiry will necessarily broaden
  • 5. our understanding of the lives and experiences of gang members. If gang members are victimized significantly more than non-gang members, there are important practical and theoretical questions that have received little or no scholarly attention to date. For example, does this rela- tionship hold among various types of property and violent crimes (Fox, Lane, & Akers, 2010, 2013)? Are gang members victimized significantly more before, during, or after gang membership (Gibson, Miller, Swatt, Jennings, & Gover, 2009; Peterson, Taylor, & Esbensen, 2004)? Are there gender differences (Gover, Jennings, & Tewksbury, 2009) or race differences (Savitz, Rosen, & Lalli, 1980) among the ways gang members are victim- ized? Does exposure to victimization prior to gang membership contribute to the decision to join a gang (Peterson et al., 2004)? Does victimization during gang membership lead to the decision to leave the gang? Are gang members afraid of the risk of victimization (Lane & Fox, 2012; Melde et al., 2009; Savitz et al., 1980)? If so, how does their fear of victimization shape their behavior? Can existing theories help explain the increased risk of victimization among gang members? Can antigang programs reduce the risk of victim- ization, in addition to reducing gang membership (e.g., G.R.E.A.T.)? Few studies have attempted to answer some of these questions, and although it is beyond the scope of this study to do so, it is hoped that future research will advance the field by addressing these and related research questions.
  • 6. The purpose of this study is to bring the current state of the literature on the gang- victimization link to the forefront. Following a discussion of the general trends within this The Gang-Victimization Link 1017 literature, this study reflects on the methodological and theoretical advances and limitations in the field. For scholars interested in moving this field forward, specific recommendations for future research are also presented. EVIDENCE FOR AND AGAINST THE GANG- VICTIMIZATION LINK Qualitative research has been instrumental for sparking an interest in the connection between gang membership and victimization. Prior to quantitative empirical tests, a small number of gang studies initially hinted at the gang- victimization relationship. For example, Decker and Van Winkle (1996) noted a high level of family and neigh- borhood violence among their sample of active male gang members. Furthermore, interviews with youth gang members revealed that 55% of the boys and 75% of the girls reported being physically assaulted and 62% of the girls had been sexually assaulted (Joe & Chesney-Lind, 1995). Similarly, J. Miller’s (2001) work indicates that girl gang members experienced and witnessed more
  • 7. violence in the home com- pared to non-gang girls. A limited body of qualitative research has focused more specifically on the gang- victimization link. Molidor (1996) notes that young female gang members admit being threatened with weapons, physically abused, and sexually assaulted by members from their own gang, in addition to exposure to violence from rival gangs (e.g., being shot, stabbed, assaulted). Isolating the differences between violence within the gang versus from rival gangs through survey and semistructured interviews, J. Miller (1998) found that female gang members can exploit their gender to decrease their victimization risk from rival gangs, although increasing their risk of victimization within their gang. J. Miller and Decker’s (2001) interviews with female gang members in St. Louis (supple- mented with official St. Louis homicide data) revealed that most had witnessed guns fired (96%) and had seen someone being murdered (74%). In terms of experiencing victimiza- tion, many of the female gang members reported being attacked (48%), sexually assaulted (44%), threatened with a weapon (59%), and stabbed (41%). However, young women gang members were less likely than young men to be victims or targets of homicide (J. Miller & Decker, 2001). Based on the groundwork of qualitative research, quantitative studies have begun to examine the gang-victimization link. This relationship has been
  • 8. supported among samples of youth (Barnes, Boutwell, & Fox, 2012; Melde et al., 2009), high school students (Gover et al., 2009), recently arrested juveniles (Decker et al., 2008), adult jail inmates (Fox, Lane, et al., 2010, 2013), and prison inmates (Fox, Rufino, & Kercher, 2012; Rufino, Fox, & Kercher, 2012). Furthermore, evidence suggests the gang- victimization link remains robust over time. Using five waves of data from the G.R.E.A.T. program, Peterson et al. (2004) found that gang members were significantly more likely than non-gang members to be victimized before, during, and after gang membership. DeLisi et al.’s (2009) examina- tion of two waves of the National Longitudinal Study of Adolescent Health (Add Health) data supported the gang-victimization link before and after implementing propensity score matching, and this effect remained significant over time. Recent social network analyses also suggest gang members are at a greater risk of victimization. The relationship between social distance (e.g., connectedness to others) and the probability of being shot is espe- cially robust among gang members (Papachristos, Braga, & Hureau, 2012). Indeed, gangs whose members are often murdered are also more likely to murder (Papachristos, 2009). 1018 Fox However, other quantitative work casts doubt on the strength of the gang-victimiza-
  • 9. tion link. Savitz et al. (1980) were among the first to examine this relationship and found no significant differences among gang and non-gang boys’ experiences with robbery, assault, or extortion. Some evidence suggests that the gang- victimization link washes out after controlling for relevant factors, or when using different victimization measures. Compared to non-gang youth, Taylor, Peterson, Esbensen, and Freng (2007) found that gang youth experienced significantly more violent victimization (aggravated assault and robbery), significantly less general violent victimization (simple assault, aggravated assault, and robbery), and found no significant group differences for individual victim- ization rates (number of violent and general violent victimization). In addition, account- ing for delinquent and/or criminal behavior mediates the relationship between gang membership and victimization among some studies (Katz, Webb, Fox, & Shaffer, 2011; Spano, Frelich, & Bolland, 2008; Taylor et al., 2007; but for exceptions, see DeLisi, Barnes, Beaver, & Gibson, 2009; Fox et al., 2012; Rufino et al., 2012). Prior to matching gang and non-gang youth on several covariates, Gibson et al. (2009) found support for the gang-victimization link; however, after employing propensity score matching, this relationship became nonsignificant. Given the limited number of studies on the gang- victimization link, and the inconsistent findings, this study aims to advance this line of research by summarizing what we know and where future research should go to better
  • 10. understand the gang-victimization link. CONTRIBUTIONS OF THE CURRENT STUDY: MOVING THE FIELD FORWARD The mixed results that have emerged within this literature emphasizes the need for future research in this area. As Taleb (2010) points out, “the test of originality for an idea is not the absence of one single predecessor but the presence of multiple but incompatible ones” (p. 5). The multiple, but incompatible, findings within the few published studies on the gang-victimization link indicate the need for reconciliation if we are to deepen our understanding of the lives and experiences of gang members. In this vein, this study aims to promote additional scholarly attention to the gang- victimization link by contributing a series of promising avenues for future research. Comprehensive searches using Academic Search Premier and Cambridge Scientific Abstracts1 were conducted to locate the 16 published studies on the gang-victimization link, which were examined in the analyses (see Table 1). In an effort to move the field beyond purely descriptive analyses, this study examined prior gang-victimization research that employed multivariate techniques. Therefore, descriptive (e.g., univariate or bivariate) rather than multivariate analyses testing the gang-victimization link were excluded (Curry, Decker, & Egley, 2002; Decker et al., 2008; Esbensen, Peterson, Taylor, & Freng, 20102; Katz, Maguire, & Choate, 2011; J. Miller & Decker, 2001;
  • 11. Savitz et al., 1980). Related to this study, two published studies have recently presented reviews of the gang-victimization link. Taylor’s (2008) review focused specifically on violence among youth gangs and Gibson, Swatt, Miller, Jennings, and Gover’s (2012) review debates the use of propensity score matching (e.g., Gibson et al., 2009 vs. Ozer & Engel, 2012). Although both stud- ies are important, this study is unique in its focus on the methodological and theoretical contributions within the field. Similar in some ways to the recent work by Decker and The Gang-Victimization Link 1019 TABLE 1. Samples Used Among Prior Gang-Victimization Research Publication Sample Type Data Sample Size Barnes et al. (2012) Youth in junior and high school Surveys (Add Health) 2,267 pairs Childs et al. (2009) Youth in middle school Surveys (G.R.E.A.T.) 3,907 DeLisi et al. (2009) Youth in junior and high school
  • 12. Surveys (Add Health) 15,197 (Wave III) to 20,745 (Wave I) Fox, Lane, et al. (2010) Adult jail inmates Surveys (Florida) 2,414 Fox et al. (2013) Adult jail inmates Surveys (Florida) 2,414 Fox et al. (2012) Adult prison inmates Interview surveys (Texas) 217 Gibson et al. (2009) Youth in middle school Surveys (G.R.E.A.T.) 953 Gover et al. (2009) Youth in high school Surveys (South Carolina) 4,597 Katz et al. (2011) Youth arrestees Surveys (Arizona ADAM) 909 Melde et al. (2009) Youth from 6th to 9th grade Surveys (15 schools) 1,450 Ozer & Engel (2012) Youth in middle
  • 13. school Surveys (G.R.E.A.T.) 1,109 Peterson et al. (2004) Youth in 6th to 8th grade Surveys (G.R.E.A.T.) 5,935 (8th graders) 2,045 (6th and 7th graders) Rufino et al. (2012) Adult prison inmates Interview surveys (Texas) 217 Spano et al. (2008) Youth ages 9–19 years Surveys (Alabama MYS) 1,295 (Waves I and II) Taylor et al. (2007) Youth in 8th grade Surveys (G.R.E.A.T.) 5,935 Taylor et al. (2008) Youth in 8th grade Surveys (G.R.E.A.T.) 5,935 Note. Add Health 5 National Longitudinal Study of Adolescent
  • 14. Health; G.R.E.A.T. 5 Gang Resistance Education and Training program; ADAM 5 Arrestee Drug Abuse Monitoring program; MYS 5 Mobile Youth Survey. 1020 Fox colleagues (in press) that reviews the state of the literature on gang membership in general, this study offers a synthesis focused specifically on the victimization of gangs. This study contributes to the gang and victimization literatures by (a) synthesizing the methodological and theoretical advancements and (b) offering recommendations for studying the gang- victimization link. METHODOLOGICAL ADVANCEMENTS AND LIMITATIONS OF THE GANG-VICTIMIZATION LITERATURE The following presents an overview of the major methodological advancements and limi- tations within the gang-victimization literature, including: (a) sampling and data collec- tion procedures, (b) measuring gang membership, (c) measuring crime victimization, and (d) analyses and results. Sampling and Data Collection Procedures As shown in Table 1, data used to test the gang-victimization link have used samples of students in elementary, middle, and high schools (Barnes et al.,
  • 15. 2012; DeLisi et al., 2009; Gibson et al., 2009; Gover et al., 2009; Melde et al., 2009; Peterson et al., 2004; Taylor et al., 2008; Taylor et al., 2007), youth in high-poverty neighborhoods (Spano et al., 2008), and offenders, including juveniles (Katz et al., 2011), jail inmates (Fox, Lane, et al., 2010, 2013), and prison inmates (Fox et al., 2012; Rufino et al., 2012). Most (n 5 12; 75%) of the studies examine youth rather than adults (see Table 1). Given that there are so few gang-victimization studies, there are ample opportunities to study unique samples. For example, there are no published studies that examine the gang- victimization link among adults outside of jail or prison. Also, it may be especially wise for future research to sam- ple a higher proportion of delinquent or criminal individuals, such as parolees, incarcer- ated juveniles, or individuals listed on police gang member identification cards. Relatedly, the work on inmate misconduct may help further unpack the effects of gang membership (Griffin & Hepburn, 2006; Worrall & Morris, 2012). Although this literature focuses on offending and misconduct behavior while incarcerated, examining this from the perspec- tive of inmate victimization (e.g., inmate-on-inmate violence) will be particularly impor- tant for advancing the field. Because only one sample of jail inmates and another sample of prison inmates have been collected to test the gang- victimization link, more research is needed from criminal or incarcerated groups. Inevitably, these suggestions may require collecting data from hard-to-access populations; however, some
  • 16. recently published guides may be useful for collecting data from within correctional institutions (Fox, Zambrana, & Lane, 2010; Lane & Lanza-Kaduce, 2007; Jeffords, 2007; Jenness, Maxson, Sumner, & Matsuda, 2010; Trulson, Marquart, & Mullings, 2004). Prior research examining the gang-victimization link exclusively relies on structured self-reported surveys or interview surveys. In general, the sample sizes among published studies are substantial (see Table 1). With the exception of in- person interview surveys with prison inmates (Fox et al., 2012; Rufino et al., 2012), most of the sample sizes among prior research consist of more than 1,000 respondents. Large samples are important given the low prevalence rates of gang membership (detailed in the following section) and in terms of conducting analyses that distinguish among variations in gang membership (e.g., current gang members, ex-gang members, gang associates). The Gang-Victimization Link 1021 Measuring Gang Membership Accurately measuring gang membership is critical for determining the necessary resources for law enforcement and public policies to assist with antigang efforts (Esbensen, Winfree, He, & Taylor, 2001), and much attention has already been devoted to the importance of defining and measuring gangs (R. A. Ball & Curry, 1995;
  • 17. Decker & Kempf-Leonard, 1991; Klein, 1995; Klein & Maxson, 2006). Within the gang literature generally, and the gang-victimization literature specifically, the self-report method is considered common and valid (Webb, Katz, & Decker, 2006; i.e., “Have you ever been a gang member? Are you now in a gang?”; see Table 2). Although the self-report method remains an imperfect technique, it has been determined to be “a particularly robust measure of gang member- ship capable of distinguishing gang from nongang youth” (Esbensen et al., 2001, p. 124). Based on self-report measures, scholars have operationalized gang membership in various ways (see Table 2). Some research compares current versus non-gang members, which necessarily categorizes ex-gang members with non-gang members (Melde et al., 2009; Peterson et al., 2004; Spano et al., 2008; Taylor et al., 2008; Taylor et al., 2007). A variation of this measure isolates those who have been a member of a gang within the past year from non-gang members (DeLisi et al., 2009; Gover et al., 2009). Other research combines current and former members into an “ever gang member” measure (Barnes et al., 2012; Fox, Lane, et al., 2010, 2013). Given the dynamic nature of victimization, it may be particularly important to isolate the effects of level of gang membership includ- ing current, former, associate, and non-gang members. To illustrate this point, Katz and colleagues (2011) found that gang members were victimized significantly more than ex-
  • 18. gang members, who were victimized significantly more than gang associates, who were victimized significantly more than non-gang members. Although capturing these levels of gang membership is ideal, collapsing groups (e.g., current and ex-gang members) may be necessary in some cases (e.g., increasing statistical power using small samples). Gang membership is a comparatively rare event (see Table 2). Youth gang member- ship ranges from about 2% (Peterson et al., 2004) to 17% (Barnes et al., 2012). Among prison inmates, strategic oversampling of gang members yielded a 39% prevalence rate (Fox et al., 2012; Rufino et al., 2012). As shown in Table 2, lifetime measures of gang membership yield higher prevalence rates (15%–17%) compared to more restrictive gang measures, such as prior year or current membership. Approximately 15% of incarcerated jail inmates (Fox, Lane, et al., 2010, 2013) and juveniles report belonging to a street gang (Katz et al., 2011). The low base rate of gang membership highlights the importance of examining larger sample sizes to obtain sufficient gang samples (see VanVoorhis & Morgan, 2007, for more on sample size and statistical power). Measuring Crime Victimization Types of Victimization Items Measured. The gang-victimization literature also relies on self-reported victimization, although there is wide variation among the type of measures (see Table 3). Although it is important to assess various
  • 19. victimization types, this varia- tion may contribute to the confusion about the strength of the relationship between gang membership and crime victimization. As shown in Table 3, measures have primarily focused on specific types of violent crime, including being assaulted with and without a weapon, robbed, threatened with a weapon, shot, and cut/stabbed. More research is needed that replicates these specific items in an effort to refine our understanding of the gang- victimization link. It is possible that gang members may be more at-risk for experiencing 1022 Fox T A B L E 2 . G an g M em b
  • 65. certain types of crimes, but not others. Considering these distinctions will advance this area of research and may also result in prevention efforts tailored to the specific needs of gang members. Furthermore, very few studies have examined property crime, which has been measured as: theft of more than $50, theft in general and at school, and theft and van- dalism. Analyzing property and personal crime victimization separately, Fox, Lane, et al. (2010, 2013) found that gang members were victimized significantly more than non-gang members by personal crime but not by property crime. Given this limited evidence that the gang-victimization link may only exist for personal (and not property) crime, future research is needed to more fully examine this possibility. Number of Victimization Items Measured. Table 3 also features the number of items used to measure crime victimization. Although many of the studies have used as few as 2 or 3 items to measure victimization, some research examines up to 13 items (see Table 3). Measuring victimization with very few indicators presents methodological challenges, given the inability to adequately capture the true extent to which gang members may have been victimized. Drawing from the broader victimization literature, the research on interpersonal victimization offers important insight. Scales based on multiple behaviorally specific items (i.e., approximately 10–12 items) outperform a single item (or even 2 or 3 basic items) for accurately measuring sexual assault (Kolivas & Gross, 2007), stalking
  • 66. (Fox, Nobles, & Fisher, 2011), and intimate partner violence (Tjaden & Thoennes, 1998). Therefore, using multiple-item measures of violent and/or property crime victimization will advance our understanding of the gang-victimization link. Reliability and Validity of Victimization Measures. Prior research on the gang- victimization link has largely overlooked the reliability and validity of victimization mea- sures (see Table 3). Reliability, or the degree to which items are consistently measuring a similar concept (Carmines & Zeller, 1979), has been assessed in only four (25%) of the gang-victimization studies (e.g., Barnes et al., 2012; DeLisi et al., 2009; Fox, Lane, et al., 2010, 2013). Within the social science literature, Cronbach’s (1951) alpha remains one of the most robust indicators of the internal consistency among multiple items; yet, research is often published without reporting Cronbach’s alpha or other measures of reliability (Whittington, 1998), and this is also a problem with the gang- victimization literature (see Table 3). The lack of reliability estimates within the gang- victimization literature offers a gap for future investigation. However, it is important to note that scales with many items tend to enhance Cronbach’s alpha levels (DeVellis, 2003), which means that higher levels may simply be a reflection of more items rather than better measures. Certainly, the goal of advancing this literature should not rely on boosting alphas while sacrificing quality measures. In other words, future research must strike a balance between a comprehensive
  • 67. versus cluttered measure of victimization. Given that many victimization scales are com- prised of few items, intercorrelations will generally be low. Indeed, alphas will increase as the intercorrelations between items increase (Warner, 2008). There is also a void of validity tests among the gang- victimization studies (see Table 3). Validity, or the accuracy with which a measure reflects the construct it intends to mea- sure (Carmines & Zeller, 1979), is generally conceptualized in different ways, includ- ing content, construct, and criterion-related validity. A detailed discussion of validity is beyond the scope of this article; however, it is worthwhile to note that none of the studies within the gang-victimization literature offer formal tests of validity. As discussed ear- lier, the use of limited victimization items, especially in terms of property victimization, has important implications for content validity. For example, victimization scales lack content validity when only two or three items are considered (e.g., robbery and assault). 1024 Fox T A B L E
  • 132. Indeed, the dynamics of victimization require more rigorous measures. Additionally, it will be especially important for future research to validate victimization scales separately among gang and non-gang members. Recall Timeframe for Victimization Measures. Similar to the wide variety of victim- ization types measured by prior research, the recall timeframe also varies considerably across studies (see Table 3). Some studies ask respondents to disclose victimization experienced over the lifetime (Fox, Lane, et al., 2010, 2013; Katz et al., 2011), during the past 2 years outside of prison (Fox et al., 2012; Rufino et al., 2012), during the past year (Barnes et al., 2012; DeLisi et al., 2009; Gibson et al., 2009; Taylor et al., 2008; Taylor et al., 2007), or during the past 90 days (Melde et al., 2009) or past 30 days (Katz et al., 2011). Others use different timeframes for different measures within the same study. For example, Gover et al. (2009) feature a lifetime measure for one item (e.g., sexual assault victimization) and a past year timeframe for the other two measures (e.g., injured during a fight and physically assaulted by a dating partner). Similarly, Spano et al. (2008) employs a 90-day timeframe for being threatened with a knife or gun and a year timeframe for need- ing medical attention for a cut and being shot at. The first wave of data used by Peterson et al. (2004) implemented a recall timeframe of 6 months for the victimization items whereas the next four waves increased to a 12-month period.
  • 133. The variation among recall timeframes within and between studies presents hurdles for interpreting the extent to which gang members are victimized and in terms of making comparisons across studies. Understandably, some of these studies are based on secondary data and are not products of original data collection efforts designed for the specific pur- pose of examining the gang-victimization link (e.g., Add Health data). Future research can advance this literature by standardizing the victimization measures and recall timeframe. Data collected for the purpose of testing the gang-victimization link may also benefit by relying on multiple timeframes across all items, similar to the data derived from the ADAM program (Katz et al., 2011). Analyses and Results Prior literature on the gang-victimization link has already made great strides for advanc- ing our understanding of this complex relationship (see Table 4). Nearly half (n 5 7) of the studies have already begun to use longitudinal data to test the gang-victimization relationship over time. Further use of cross-sectional data is also important, particularly when examining hard-to-access samples (e.g., homeless, incarcerated, or recently released offenders). In addition, about half (n 5 8) of the studies have conducted analyses separately among gang versus non-gang subsamples (see Table 4). Examining the groups individually is important for observing key differences that may be masked when considering the sam-
  • 134. ple as a whole. Nine studies (56%) control for the effect of criminal behavior, which may impact (or render spurious) the gang-victimization link (see Table 4). Among the studies that control for crime, results are mixed. Some studies find that the gang-victimization link holds even when controlling for crime (DeLisi et al., 2009; Fox et al., 2012; Ozer & Engel, 2012; Rufino et al., 2012), whereas others find that the gang-victimization link washes out after accounting for involvement in gang crime (Katz et al., 2011; Spano et al., 2008; Taylor et al., 2007). Future research using various samples to more closely examine the effect of crime on the gang-victimization link would contribute to the field. Despite these impressive advancements, there are also analytical limitations among the gang-victimization literature that warrant consideration. Within the more general gang The Gang-Victimization Link 1027 T A B L E 4 .
  • 171. ch in g. a S am pl ed m al es o nl y. 1028 Fox literature, there has been increasing attention to the importance of gender and race differ- ences (Esbensen & Winfree, 1998; J. Miller, 1998, 2001; Vigil, 2002). However, the gang- victimization field has yet to fully examine the unique experiences among men versus women separately, and across different races and/or ethnicities. In fact, only one study has examined split models among men and women (Gover et al., 2009) and another study analyzed Blacks and Whites separately (Savitz et al., 1980). The overall lack of
  • 172. attention to gender and race differences within the gang-victimization link may be a function of the recency of this line of research as well as a limitation of low gang prevalence rates. With only a small percent of gang members in a sample, further reducing power by splitting the sample by gender or race/ ethnicity may not be a viable option in some cases. Although most prior research treats gender and race/ethnicity as control variables, the degree to which demographic differences emerge within the gang-victimization link leaves much opportunity for future research. THEORETICAL ADVANCEMENTS AND LIMITATIONS OF THE GANG-VICTIMIZATION LITERATURE Many published studies on the gang-victimization link do not conduct theoretical tests to understand this relationship (see Table 5). However, theory can inform the gang- victimization relationship, just as theory has been instrumental in contextualizing the relationship between gang membership and delinquency and/or crime (Wood & Alleyne, 2010). Testing theory is critical for moving the field forward and for better understanding why gang members might be more susceptible to victimization. Theoretical applications of the gang-victimization link also have important practical and policy implications. Knowing more about the theoretical connections between gang membership and victim- ization will help practitioners and policymakers improve the lives of gang members who
  • 173. are victimized. Akers and Sellers (2009) contend, “. . . the better the theory explains the problem, the better it is able to guide efforts to solve the problem” (p. 11). If gang members are victimized as a function of their risky routines, or self- control, or dangerous neigh- borhood, then programs and policies can be effectively tailored to address the root of the problem. Conducting theoretical tests is the first step toward sharpening our understanding of why gang members are at a greater risk of harm, and this knowledge will be essential for developing a road map for the prevention and reduction of victimization. One point of clarification is needed regarding studies grounded in theory versus those that test theory. Some research is grounded in theory, such as lifestyle/routine activity and collective liability, but do not empirically test these perspectives (e.g., Katz et al., 2011; Taylor et al., 2007). Similarly, Gibson et al. (2009) match youth on various theoretically relevant variables, including impulsivity, risk-seeking, delinquent peers, school commit- ment, and parental monitoring. Although these elements are related to several theories (e.g., routine activity/lifestyle, self-control, social control/bond), these studies were not designed or conducted as theoretical tests. Thus, the following discussion focuses more specifically on research that empirically tests theories for understanding the gang-victimization link. As shown in Table 5, only seven of the gang-victimization studies (44%) have tested
  • 174. theory, including lifestyles/routine activity theory (Spano et al., 2008; Taylor et al., 2008), social disorganization (Fox, Lane, et al., 2010; Fox et al., 2012), self-control (Childs et al., 2009; Fox et al., 2013), and the biosocial perspective (Barnes et al., 2012). The follow- ing presents an overview of these preliminary theoretical tests and offers recommenda- tions for future theoretical tests. Space limitations preclude a thorough discussion of the The Gang-Victimization Link 1029 TABLE 5. Theory Tests of the Gang-Victimization Link Publication Theory Tested Theory Result Barnes et al. (2012) Biosocial perspective Mixed: Nonshared environment explained significantly more gang membership and victimization than genetics Childs et al. (2009) Self-control Unsupported: self-control does not mediate the gang-victimization link; self-control and gang membership do not have an interactive effect on victimization DeLisi et al. (2009) None None Fox, Lane, et al. (2010)
  • 175. Social disorganization Mixed: social disorder explained property victimization among gang members, but not physical disorder or collective efficacy Fox et al. (2013) Self-control Mixed: Lower self-control explains personal victimization and higher self-control explains property victimization among gang members Fox et al. (2012) Social disorganization Mixed: Neighborhood dangerousness significantly increased victimization among gang members whereas the other five disorganization items did not Gibson et al. (2009) None None Gover et al. (2009) None None Katz et al. (2011) None None Melde et al. (2009) None None Ozer & Engel (2012) None None Peterson et al. (2004) None None Rufino et al. (2012) None None
  • 176. Spano et al. (2008) Routine activity theory Supported: Gun carrying, employment status, number of hours employed, and criminal behavior mediated gang- victimization link Taylor et al. (2007) None None Taylor et al. (2008) Lifestyles/routine activities theory Supported: Delinquency and availability of drugs/alcohol mediated gang-victimization relationship Total 7 of 16 (44%) 1030 Fox theories, their policy implications, and their application to the gang-victimization link. Instead, core theoretical concepts are highlighted in an effort to spark further scholarly interest and empirical investigation. Lifestyle/Routine Activity Theory Given that lifestyle and routine activity theories were originally designed to explain vic- timization, rather than offending, they were naturally the first to be used to understand the gang-victimization link. Essentially, lifestyles (Garofalo, 1987;
  • 177. Hindelang, Gottfredson, & Garofalo, 1978) and routine activity theory (Cohen & Felson, 1979) suggest that personal and behavioral characteristics can influence the likelihood of victimization. According to routine activity theory, the convergence of motivated offenders, suitable targets, and the lack of capable guardianship increase the risk of victimization (Cohen & Felson, 1979). Extending these theories to understand the victimization of gang members, Taylor (2008) argues that “gang members may be viewed as suitable targets lacking capable guardian- ship for serious violent victimization but who often have extensive interactions with motivated offenders” (p. 131). If lifestyles or routine activities influence gang members’ victimization, then prevention and intervention programs need to address delinquent and risky lifestyle behaviors (Taylor, 2008). Efforts that promote healthy relationships within the family could be worthwhile insomuch as they enhance time spent with capable guard- ians. Programs that aim to reduce interactions with motivated offenders would also be beneficial for reducing risk. Furthermore, avoiding the appearance of being a suitable target can also help reduce victimization. Admittedly, this is easier said than done given that addressing gang members’ lifestyles means completely rewiring the gang mentality and lifestyle. If lifestyles/routine activity theory matters for enhancing the victimization of gang members, then lifestyle changes will be necessary to reduce that risk. As Felson and Clarke (2010) point out, “we know very little about which
  • 178. routine precautions work and which do not,” largely because of the “sheer number of routine precautions that people employ” (p. 116). Future research will contribute to our understanding of the routines that most effectively reduce the risk of victimization among gang members by examining trends in risky gang behavior (i.e., going out at night, associating with other gang mem- bers, engaging in crime). Given that only two studies have tested and found support for lifestyle/routine activity theories to explain the gang-victimization link (Spano et al., 2008; Taylor et al., 2008), much opportunity remains for future research. Taylor et al. (2008) and Spano et al. (2008) both studied school-based samples of youth, examined three measures of victimization, and treated gang membership as an independent variable rather than estimating models separately among gang and non-gang members. Therefore, future research can extend this line of work by testing lifestyle/routine activity theories among other samples (e.g., delinquent youth, criminal samples, adults, homeless) and expanding the number and type of crime victimization measures. Furthermore, estimating models separately for gang/non-gang members, among men/women, and by race/ethnicity will determine the unique effects of lifestyles/routine activity on specific subgroups that may be masked in the full models. In terms of lifestyle/routine activity measures, prior research
  • 179. has already examined an impressive array of theoretical variables. Spano et al. (2008) used measures of gun carrying, employment, hours per week employed, family structure, parental monitoring, violent behavior, and drinking/drug use. Taylor et al. (2008) examined measures capturing The Gang-Victimization Link 1031 prosocial and delinquent peer involvement, positive and negative peer commitment, unsu- pervised leisure time, availability of alcohol and/or drugs, substance use, and delinquency. Although these are sound theoretical measures, future research that expands on these items, particularly considering the unique nature of gang life, will offer further precision to the ways in which lifestyle/routine activities are conceptualized. For example, promising gang- related lifestyle/routine activities constructs could include amount of time spent with gang friends, exposure to gang-affiliated family members, involvement in gang-related crime (e.g., drive-by shootings, gang fights, gang-initiated home invasion robbery), and emersion in the gang lifestyle (e.g., leadership status, length of membership, attachment to gang). Social Disorganization Theory At first glance, social disorganization theory may be considered a less intuitive contribu- tion to the gang-victimization link because of its origin as a
  • 180. macrolevel theory designed to understand offending. Central theoretical concepts suggest that low socioeconomic status neighborhoods containing a diverse racial mix of residents who frequently move in and out of the area are characteristic of social disorganization that, in turn, results in crime (Shaw & McKay, 1969). Socially disorganized neighborhoods are subjected to a breakdown of conventional community control, which also results in a loss of collective efficacy whereas neighbors are no longer trusting or cohesive units committed to each other (Sampson, 2004). Thrasher (1927) was among the first to make the connection between social disorganization and gangs, arguing that weak economic conditions lead to the deterioration of conventional institutions (producing social disorganization), which influenced youth to turn to street gangs. There are policy and practical implications to consider if social disorganization theory accounts for the increased risk of victimization among gang members. Certainly, knowing that the gang- victimization link is caused by social disorganization could be frustrating for policymakers given the need for macrolevel changes. However, some evidence suggests community-level programs show promise for reducing crime, including the following: monitoring of gang offenders by community workers, police, and probation officers; mentoring by Big Brothers/Big Sisters of America; and community-based after school recreation programs (Sherman et al., 1998). If social disorganization explains the victimization of gang members,
  • 181. then future research would contribute to this literature by examining the intervention and prevention outcomes of community-level programs. Based on the connection between social disorganization and gangs (Thrasher, 1927) and social disorganization and victimization (Sampson & Groves, 1989), two published studies have examined and found limited support for the effects of social disorganization theory to explain the gang-victimization link (Fox, Lane, et al., 2010; Fox et al., 2012). Among jail inmates, Fox, Lane, et al. (2010) found perceptions of neighborhood social disorder to be significantly associated with gang members’ exposure to property crime victimization and non-gang members’ exposure to personal crime victimization (but not physical disorder or collective efficacy). Among prison inmates, Fox et al. (2012) found that perceived neighborhood dangerousness was significantly associated with victimiza- tion among gang members compared to non-gang members; however, other social disor- ganization factors were not related to victimization (e.g., neighborhood quality, physical disorder, and collective efficacy). Despite the limited support garnered for social disorganization theory’s ability to explain victimization among gang members (especially in terms of physical disorder and
  • 182. 1032 Fox collective efficacy), much remains unknown and worthy of future research in this area. For example, both studies examined cross-sectional samples of incarcerated adult offenders (Fox, Lane, et al., 2010; Fox et al., 2012), yet measures of social disorganization were based on the neighborhood outside of the carceral environment. Although these studies are important for understanding the impact of offenders’ community context, it is equally as important to examine the effects of disorganization from within the jail or prison setting on victimization among gang members (e.g., physical disorder, social disorder, and collective efficacy within the facility). Furthermore, considering the community context necessary for measuring neighborhood social disorganization, it is particularly important to examine other samples outside of an institutional setting (e.g., youth or community samples). Self-Control Theory Given that Gottfredson and Hirschi’s (1990) theory of low self- control has recently been extended to explain gang membership (Hope & Damphousse, 2002; Kissner & Pyrooz, 2009; Peterson-Lynskey, Winfree, Esbensen, & Clason, 2000) and victimization (Schreck, 1999), this theory has promise for accounting for the gang- victimization link. The theory claims that low self-control leads to criminal behavior if the opportunity presents itself, and an abundance of research supports the theory via the use of
  • 183. both attitudinal and behavioral self-control measures (Pratt & Cullen, 2000). If self- control accounts for the gang-victimization link, then the policy implications geared toward addressing crime may also be relevant for reducing victimization. For example, programs designed to promote two-parent families and effective child care have been shown to increase the self-control of children (Gottfredson & Hirschi, 1990; Piquero, 2010). As Piquero (2010) points out, these strategies (and others) that have been successful at increasing self-control are cost- effective compared to their consequences. Indeed, future research that examines the policy and program implications related to increasing self-control may substantially advance our understanding of the gang-victimization link. The two studies that test this relationship reveal limited or no support for the effect of self-control to explain the victimization of gang members. Among jail inmates, low self-control was significantly related to personal crime victimization among gang and non-gang members (Fox et al., 2013). Low self-control was significantly associated with property victimization among non-gang members, whereas high self-control was predic- tive of property victimization among gang members (Fox et al., 2013). Among youth, self-control did not mediate the gang-victimization link and no interactive effects were found between self-control and gang membership on victimization (Childs et al., 2009). Certainly, more attention to the effects of self-control on the
  • 184. gang-victimization link will aid in our understanding of this relationship. Much remains unknown about these effects over time (e.g., using longitudinal data), among different populations, in terms of gender and race/ethnicity differences, and when accounting for criminal behavior. Biosocial Perspective Although the “nature versus nurture” debate continues to be of scholarly interest concerning various phenomena, merging the biological, genetic, and environmental literatures (e.g., bio- social perspective) is a relatively recent line of inquiry within the study of criminology and, especially, within the study of victimization. Among samples of twin adolescents, genetic factors explained between nearly 40% (Beaver, Boutwell, Barnes, & Cooper, 2009) and 73% (H. A. Ball, Arseneault, Taylor, Maughan, Caspi, & Moffitt, 2008) of the variance in The Gang-Victimization Link 1033 victimization compared to nonshared environmental factors. Furthermore, evidence suggests that gang membership is also attributable to genetics, by way of the monoamine oxidase A (MAOA) gene (Beaver, DeLisi, Vaughn, & Barnes, 2010). Scholars have been hesitant to rec- ommend biosocial-related policy implications given the ongoing politically sensitive debate about the alterability of genes. However, Beaver (2009,
  • 185. emphasis in original) contends that “genetic effects can be altered by altering the environment” (p. 203) and underscores the importance of targeting “a confluence of genetic, biological, and environmental factors” to influence behavior (i.e., victimization). Promising biosocial strategies for the prevention of antisocial behavior include promoting healthy pregnancy education, adequate prenatal health care, and no-cost childhood development classes for new parents (Beaver, 2009; Olds et al., 1998; Wright et al., 2008). If the gang-victimization link can be understood within the bio- social framework, then an important next step for future research will be to identify preven- tion and intervention strategies to reduce gang members’ victimization risk. Recently, Barnes et al. (2012) examined the genetic and environmental effects of gang membership and victimization among a national sample (Add Health) comprising identical twins, fraternal twins, full siblings, half-siblings, and cousins. Findings revealed that 26% of the variance in gang membership and 34% of the variance in victimization was attributable to genetic factors. In terms of the genetic versus environmental effects on the relationship between gang membership and victimization over time, Barnes et al. concluded that “even after controlling for heritable influences on victimization (and controlling for prior victimization experiences), gang membership increased the risk of victimization” (p. 238). Importantly, the authors point out that determining the type of
  • 186. genes that impact gang membership and victimization may be the next most promising direction for future research. Similar to the other preliminary theoretical tests, the work by Barnes and colleagues should encourage further investigation into the biosocial impact on the gang-victimization link. Promising, Yet Untested, Theories to Explain the Gang- Victimization Link There are numerous untested theories that may be applied to understand the complex rela- tionship between gang membership and victimization. A more thorough presentation of all potential theoretical candidates extends beyond the focus of this study; however, three theories in particular are worth highlighting briefly as possible avenues for future gang- victimization research. More specifically, social learning, control balance, and life course/ criminal career theories are promising explanations that have not yet been tested within the gang-victimization literature. These theories are selected for further discussion given their widespread empirical support (to explain crime) and importance for policy implications (e.g., Akers, 2010; Moffitt, 1993; Tittle, 2010). Considering the social context of gang membership, social learning theory may be especially well suited to explain the gang-victimization link. Akers’ (1973) social learning theory combines Sutherland’s (1939) concept of differential association with other key components, including definitions/attitudes about crime,
  • 187. differential reinforcement for engaging in crime, and modeling/imitation of others’ criminal behaviors. In other words, spending time socializing with deviant peers who regard crime as positive behavior with more beneficial outcomes compared to detrimental consequences, influences the likeli- hood of adopting and imitating those deviant and criminal behaviors. Social learning theory has received much empirical support for its ability to explain criminal behavior, and the strength of social learning appears to hold even when accounting for self-control 1034 Fox (Pratt et al., 2000), although some theoretical elements (differential association and definitions/attitudes) appear to be more robust than others (differential reinforcement and modeling/imitation; Pratt et al., 2010). Given evidence that emphasizes the importance of social learning theory with regard to gang membership (Kissner & Pyrooz, 2009) and victimization (Fox, Nobles, & Akers, 2011), social learning theory may be key for under- standing the gang-victimization relationship. Control balance theory may also be a promising area for future researchers interested in furthering our understanding of the gang-victimization link. Control balance theory (Tittle, 1995, 2004) is a multifaceted, integrated theory of deviance premised on the interplay
  • 188. between perceived control one exerts on others compared to control to which one is sub- jected. According to Tittle’s (2004) theoretical reconceptualization, imbalances in control (e.g., control deficits and control surpluses) influence one’s propensity to commit deviant or criminal behavior, if other factors are considered (e.g., self- control, morals, peers, provoca- tion, motivation, constraints, control balance desirability). Applying control balance theory to the study of victimization, Piquero and Hickman (2003) contend that people with control deficits may be perceived as weak or vulnerable to victimization, whereas those with con- trol surpluses may put themselves in riskier situations that lead to victimization because of displays of superiority. These claims are supported by the limited published tests of control balance theory for successfully explaining crime victimization (DeLisi & Hochstetler, 2002; Nobles & Fox, 2013; Piquero & Hickman, 2003). Although prior research has not yet applied control balance theory to the study of gangs, one could argue that gang member- ship is a form of deviance, and control balance theory was originally designed to explain any form of deviance. It may also be speculated that gang members exhibit either control surpluses (because of an inflated ego, sense of invincibility, or heightened aggression) or control deficits (because of disadvantaged social status, dysfunctional or abusive family background, or vulnerability to victimization). Considering these preliminary and potential linkages, control balance theory may help explain the victimization of gang members.
  • 189. In light of the dynamic nature of gang membership and victimization, the life course/ criminal career perspective may be a favorable explanation for the gang-victimization link. The life course/criminal career perspective examines trajectories of criminal behav- ior over time, rather than treating criminal behavior as disconnected events (Blumstein, Cohen, Roth, & Visher, 1986; Piquero, Farrington, & Blumstein, 2003; Sampson & Laub, 1993). Of primary concern is the participation, frequency, seriousness, and length of criminal behavior. Considering these theoretical components, Farrell, Tseloni, Wiersema, and Peace (2001) expanded the life course/criminal career perspective to account for “career victims,” which examines trajectories of victimization over time. This provided the groundwork for few studies to begin examining trajectories of victimization over time, focusing on the participation, frequency, seriousness, and length of victimization (Nobles, Fox, Piquero, & Piquero, 2009) or the desistance from victimization (Daigle, Beaver, & Hartman, 2008). Further extending this line of research to the study of gangs, it is plausible that the risk of victimization changes over time, especially in conjunction with fluctua- tions in gang status. In other words, future research should examine whether the process of desisting from gang membership (e.g., moving from active member to ex-gang member) is related to the desistance of victimization risk. Similarly, increases in gang status (e.g., moving from non-gang to affiliate to member) may be
  • 190. associated with an increase in vic- timization. Furthermore, determining differences between gang and non-gang members in terms of participation, frequency, seriousness, and length of victimization will be an important step for future inquiry. The Gang-Victimization Link 1035 CONCLUSIONS AND SUMMARY OF RECOMMENDATIONS The purpose of this paper was to synthesize the growing literature on the gang- victimization link and to highlight specific recommendations for future research based on the strengths and limitations within the field. The extant literature is quite mixed about whether gang members are victimized significantly more than non-gang members or whether evidence suggests other factors explain or confound the gang- victimization link. These inconsistent findings underscore the importance for further scholarly investigation, and future research that advances the methodological and/or theoretical examination of the gang-victimization link will be particularly valuable. The following briefly reviews the recommendations outlined in this study. Recommendations for Methodologically Advancing the Gang-Victimization Literature 1. Sample adults outside of jail/prison and sample criminal/incarcerated adults or juveniles.
  • 191. 2. Sample size should be large enough to maintain statistical power for examining subgroup differences (e.g., gang status, gender, race/ethnicity). 3. Include a variety of specific types of crime victimization (including property crimes) in an effort to (a) replicate and extend prior research, (b) assess reliability and validity, and (c) expand recall timeframe by including multiple indicators (e.g., during past month, past year, and during the lifetime), and (d) examine whether the gang- victimization link is dependent on the specific type of victimization, in addition to creating general victimization indexes. 4. Analyses of the gang-victimization link should include (a) examinations of longitudinal data, (b) controls for delinquency/crime, (c) measures of gang status (e.g., current member, former member, associate), and (d) models that account for potential gender and race/ethnic differences. Recommendations for Theoretically Advancing the Gang-Victimization Literature 5. Given the lack of theory tests to explain the gang- victimization link, future research testing any theoretical perspective will advance the literature. 6. Tests of lifestyle/routine activity theory should (a) examine samples other than school-based samples of youth, (b) include a variety of victimization measures, (c) conduct analyses sepa- rately by gang status, and (d) account for the effects of gang- specific lifestyle/routine activities
  • 192. (e.g., time spent with gang friends, exposure to gang-affiliated family members, involvement in gang-related crime, gang leadership status, length of membership, and gang attachment). 7. Tests of social disorganization theory should (a) use longitudinal data, (b) sample non- incarcerated individuals, and (c) examine neighborhood-based disorganization items among community samples or institution-based disorganization items among incarcerated samples. 8. Tests of self-control theory should (a) account for the effects of opportunities for victimiza- tion, (b) examine untested samples (e.g., youth), (c) examine gender and/or race/ethnicity differences, and (d) control for the effects of delinquent/criminal behavior. 9. Tests of the biosocial perspective should (a) examine adult samples and criminal or incarcerated samples, (b) determine which genes predict gang membership and victimization, and (c) analyze gene-environment interactions in the prediction of gang membership and victimization. 10. Test other theoretical perspectives to better understand the gang-victimization link, such as social learning theory, control balance theory, and the life course/criminal career perspective. 1036 Fox In conclusion, there are many avenues available for contributing
  • 193. to this body of knowl- edge. Future research will also deepen this line of research by examining the victimization of gang members internationally (e.g., see Katz et al., 2011). The Eurogang Project could serve as a foundation for beginning international work within the gang-victimization context. Regardless of the country scholars’ wish to study, it is hoped that the recom- mendations outlined here will help advance our understanding of the relationship between gang membership and crime victimization. NOTES 1. Article searches were concluded in January 2013 using the following search terms: gangs, gang membership, youth gangs, violence, violent, and victimization. 2. Although Esbensen et al. (2010) feature several multivariate models in their book, analyses predicting victimization do not include a measure of gang membership (and vice versa). The only analyses related to the gang-victimization link are bivariate analyses, which is why the study is excluded in the current analyses. REFERENCES References marked with an asterisk indicate studies included in analysis. Akers, R. L. (1973). Deviant behavior: A social learning approach. Belmont, CA: Wadsworth. Akers, R. L. (2010). Nothing is as practical as a good theory: Social learning theory and the treat-
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