You must answer two of the following questions. The content of the questions may overlap somewhat, but your answers should not have much overlap with each other. Your completed exam must be submitted

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Introduction

Criminal or delinquent subcultures symbolize certain groups in society that have norms, values, or attitudes

that are conducive to deviance, crime, and/or violence. Dating back to the works of the Chicago School

in the early- and mid-twentieth century, the study of criminal and delinquent subcultures has long been

of interest to sociologists and criminologists (Thrasher, 1927/1936; Cohen, 1955; Miller, 1958;). More

recently, Elijah Anderson’s (1994 , 1999) code of the street thesis on criminal values, and violent attitudes in

particular, has led to a renewed interest in understanding subcultures of violence. The purpose of this chap -

ter is to provide an overview of the empirical work that focuses on the causes and consequences of street

code attitudes. The chapter is divided into five main sections: (1) a brief history of criminal and delinquent

subcultures, (2) an overview of the street code, how different family structures embrace this value system,

and the characteristics of the code, (3) research on the causes of street code attitudes, (4) research on the

consequences of those who embrace the code, and (5) a conclusion summarizing the street code research

and providing suggestions for future avenues of inquiry.

A brief history of criminal and delinquent subcultures

Perhaps one of the earliest and well-known academic works on delinquent subcultures is Frederic Milton

Thrasher’s (1927/1936 ) The Gang: A  Study of 1,313 Gangs in Chicago . Based on research conducted for

his Ph.D. dissertation, Thrasher shed light on various subgroups of gangs, with one being a criminal gang

involved in delinquent and criminal behavior. In his pivotal work on gang behavior, Thrasher discussed

themes consistent to criminal subcultures such as codes of conduct that are reflective among individual

groups, rules governing deviant behavior such as fighting, and mechanisms of control through the use of

punishment. Other foundational work on subcultures contend that criminal/delinquent activity is a product of social

class and/or lack of economic opportunities. Indeed, Walter Miller (1958) wrote about class culture among

lower-class boys. According to Miller, young males learn and embrace the wider cultural traditions and

values found among their social class. He identified and described six values known as “focal concerns.”

These values include fate, autonomy, toughness, trouble, excitement, and smartness. Fate (or fatalism) refers

to individuals refusing to consider the consequences of their actions because they believe their future is

18

The code of the street

Causes and consequences

Jonathan Intravia Jonathan Intravia

220

already determined. Autonomy deals with being independent from others and authority figures and deal-

ing with issues personally. Toughness is concerned with masculinity and being able to face physical threats.

Trouble represents causing problems. Excitement refers to thrill-seeking behavior. Smartness involves using

verbal and psychological skills and abilities to outcon or outwit others. It is important to note that these

focal concerns are not the direct cause of criminal behavior; however, embracing these values may result in

some individuals committing criminal and deviant acts.Some scholars, for example, believed that criminal behavior from delinquent subcultures was due to a

reaction against middle-class values. For instance, Albert Cohen (1955) argued that lower-class boys often

had poor educational success, which resulted in a low status attainment as defined by mainstream values

and norms. As a result, delinquent subcultures formed (e.g., gangs) as a response to the “status frustration”

experienced by lower-class youth. Crime and deviant acts, such as fighting and vandalism, became ways

by which disadvantaged youths can achieve status within their own groups. Similarly, Cloward and Ohlin

(1960) also believed that criminal subcultures were an adaptation to discontent experienced by those resid -

ing in urban lower-class environments. Specifically, based on the amount of neighborhood cohesiveness

and illegitimate opportunities available, there are three distinct subcultures/gangs that young people can

join: criminal, conflict, and retreatist. Criminal subcultures develop in more cohesive neighborhoods that

contain adult criminals to teach and train youth to be involved in activities that generate income such as

theft and robbery. Conflict subcultures form in communities with less opportunities present (either legiti -

mate or illegitimate) and consists of youth looking to achieve alternative forms of success, such as respect,

through violence. Lastly, retreatist subcultures are considered “double failures” because they cannot be

successful legitimately or illegitimately. These youth are likely to be involved in drugs and hustling to gain

approval. Another classic formulation in criminal subcultures is found in Marvin Wolfgang and Franco Fer-

racuti’s (1967) Subculture of Violence. Their theory differs from those noted prior because they placed less

attention on social class or economic opportunities as an explanation in producing criminal subcultures;

rather, the authors emphasized the importance of understanding a culture of values and norms that favor

violent behavior found among specific groups. Grounding their theory from homicide statistics from

Philadelphia’s impoverished minority communities, Wolfgang and Ferracuti argued that violence was

not evenly distributed within society. Specifically, among some groups, violence is vital for protection

and survival. Thus, differing from mainstream culture, a subculture of violence that emphasizes the

justification and use of physical force or violence is established and passed down from one generation

to the next. In short, theories on delinquent subcultures paved the way for understanding criminal and violent

activity primarily among lower-class males. Yet, like many early theoretical explanations for crime and

delinquency, researchers lost interest in subcultural theories as new theoretical explanations for the etiol -

ogy of criminal behavior were developing. In the 1990s, however, Elijah Anderson’s (1994, 1999) code of

the street thesis renewed interest in understanding crime and violence through the lens of the subcultural

perspective.

The street code

Elijah Anderson’s (1994, 1999) “code of the street” intersects both social class structure and culture in

understanding violence in predominately inner-city, African American neighborhoods. Motivated by why

individuals, and particularly young people, residing in economically poor environments resort to violence

against one another, Anderson’s ethnographic field research in Philadelphia shed light on this very impor -

tant issue. According to Anderson (1999, p. 33), the street code is “a set of informal rules governing inter -

personal public behavior, particularly violence.” The street code is a cultural orientation that exists because

residents in the most disadvantaged segments in society are less inclined to rely on agents of social control, The code of the street221

such as the police and judicial system, for assistance. 1 As a result, violence is an approved mechanism for

governing interpersonal behavior in the inner-city environment outlined by Anderson.

Family orientations

In communities where the street code orientation permeates, there are two types of family structures,

“decent” and “street,” that interact and reside in the same neighborhood – and may also coexist in the same

family (Anderson, 1994). Although the majority of decent and street families encounter the same financial

struggles, they have contrasting moral values. Decent families are committed to middle-class standards by

valuing hard work, religion, education, and perseverance. Further, parents (and oftentimes only single

mothers) of decent households are more likely to instill mainstream values into their children by employ -

ing firm child-rearing practices, teaching them manners, to respect people of authority, and to have moral

standards of behavior ( Anderson, 1999, p. 39). Yet, at the same time, decent parents are well aware of the

violent street culture that permeates their community and stress that their children understand the code as

well, even if that means using violence to defend themselves. Street families, in contrast, are less considerate of others and have a narrow insight of family and com -

munity. In addition, street families may have more difficulty coping with parenthood and living in financial

deprivation, which creates frustration and a lack of patience toward others. These individuals are more

likely to embrace the street code and encourage their children to adopt the violent values that are associated

with it. Street mothers are often substance users/addicts and involved in abusive relationships. According to

Anderson (1999, p. 46), decent people often characterize street individuals as lowlife or bad people. Although most residents are considered to be decent people, children are exposed to the street code

early and often in social settings (e.g., school). Because the reality of the street code permeates the environ -

ment, decent children must learn how to “code switch,” or have the ability to adhere to the rules of the

street code when situations require it. Although it is important for decent kids to have the skill to code

switch, some decent children may neglect the lessons and values taught by their parents and embrace the

values of the code, including aggression and violence, on a regular basis. Thus, children raised in a decent

household does not guarantee that they will end up decent themselves.

Characteristics of the street code

There are several interrelated characteristics that embody the street code belief system: respect, reputation,

violence, and victimization. Respect is the foundation or core of the street code. As stated by Anderson (1999,

p. 66), “In the inner-city environment respect on the street may be viewed as a form of social capital that

is very valuable.” Individuals regularly campaign for respect in order to enhance their reputation amongst

their peers. Respect is often gained or earned through violent acts  – whether it be initiating violence

toward others or seeking revenge for wrongdoings. However, respect can also be acquired through non -

violent means such as having a strong presentation (e.g., dressing nice, wearing expensive clothing, having

flashy jewelry), being talented in sports or school, having money through drug dealing, and taking owner -

ship of somebody’s sense of honor or even their girlfriend. Those who hold the most respect, or “juice,” in

the streets are believed to have a lower likelihood of being messed with or dissed. Therefore, respect leads

to a reputation that is considered a form of self-protection against victimization. Collectively, the characteristics noted here are all important ingredients that distinguish the street code

as a violent subculture. The street code is not just a set of attitudes or actions conducive to violence, but

a deeply embedded cultural belief system resulting from decades of isolation, deprivation, and racial dis-

crimination. In many ways, this belief system uses violence to combat violence in the inner cit\

y because

the police are believed to be inept or unresponsive in their efforts to protect residents from dangers that

permeate the inner-city environment. Jonathan Intravia

222

Research on the causes of street code attitudes 2

The themes discussed in Anderson’s (1999) Code of the Street have resulted in a growing body of research

examining the factors associated with adopting street code beliefs and attitudes. Looking at the prior work

from a broader standpoint, it is possible to categorize these assessments by three separate but interrelated

predictors of street code attitudes: individual and family factors, contextual factors, and theoretical factors.

Individual and family factors

As noted earlier, Anderson’s (1994, 1999) street code thesis focused primarily on inner-city, African Amer -

ican residents. As such, research on individual level predictors of street code attitudes has explored demo-

graphics consistent with the individuals highlighted in Anderson’s work in order to understand how these

characteristics influence one’s likelihood of embracing the street code. Many studies, however, have limited

samples that focus on African Americans, younger individuals, and/or males ( Brezina, Agnew, Cullen, &

Wright, 2004; Stewart & Simons, 2006; Intravia, Wolff, Stewart, & Simons, 2014 ; Moule, Burt, Stewart, &

Simons, 2015). Although these studies may examine samples that are consistent with the specific demo -

graphics outlined by Anderson, it is more difficult to assess which demographic groups, if any, are most

likely to adopt the street code belief system. On the other hand, assessments that use more diverse samples

of race/ethnicity or gender often dummy code for these characteristics, with “African American” and

“male” being the reference groups, respectively. With few exceptions (Intravia, Wolff, Gibbs, & Piquero,

2017; Intravia et al., 2018; McNeeley, Meldrum, & Hoskin, 2018), studies that control for race (e.g., Afri -

can American) either provide no support (Brezina et al., 2004; Keith & Griffiths, 2014) or show that the

significance of race is eliminated once other factors are controlled for in the analysis ( Piquero et al., 2012).

Similar patterns are also evident among males adopting street code attitudes, with some studies showing

that male is an important predictor ( Piquero et  al., 2012; Keith  & Griffiths, 2014 ; Intravia et  al., 2018 ;

McNeeley et al., 2018 ) and others showing there is no significance ( Stewart & Simons, 2006; Intravia et al.,

2014, 2017). Yet, when comparing street code attitudes across various groups of race/ethnicity and gender,

Taylor, Esbensen, Brick, and Freng (2010) found African American and male youths have higher levels of

acceptance of street code-related violence compared to all other race/ethnicities examined (Whites, His -

panics, American Indian, Asian, other, and multiracial) and females, respectively. Anderson (1999) also notes the street code belief system is a cultural orientation that is a result of expe -

riencing discrimination and lack of assistance from the police. Research shows that police satisfaction is not

related to acquiring street code attitudes ( Intravia et al., 2017, 2018); however, those who have less respect

for – or have negative attitudes toward – the police are more likely to hold street code attitudes ( Piquero

et  al., 2012; Keith  & Griffiths, 2014). Regarding discrimination, studies support Anderson’s notion that

measures of racial discrimination is a key cause of adopting street code beliefs ( Stewart  & Simons, 2006;

Moule et al., 2015). Further, a multilevel assessment focusing on racial discrimination from police person -

nel found that African Americans who perceived greater discrimination from the police were more likely

to adopt street code beliefs, and this relationship was more pronounced in neighborhoods characterized by

higher levels of violence (Intravia et al., 2014). Studies have also examined or controlled for family- and parenting-related factors that may predict

endorsement of street code values. As discussed earlier, Anderson (1999) contends that two types of family

orientations (e.g., street and decent), with contrasting parenting techniques, coexist in the same neighbor -

hoods. Perhaps the most detailed examination on family/parenting characteristics is found in Stewart and

Simons (2006) multisite assessment of African American youths. The authors characterized “street” fami -

lies as having inconsistent and harsh discipline, violence, verbal abuse, and child neglect and characterized

“decent” families as having consistent discipline, positive reinforcement, child monitoring, and warmth/

support. In their study, the authors found that being in a street family structure was positively related to The code of the street223

adopting street code beliefs, whereas being in a decent family structure yielded no significant effect. Other

studies that controlled for characteristics such as family structure (e.g., one versus two parent household),

family socioeconomic status, parental supervision, and parental discipline have found little to no support

that family and parenting factors are related to adopting the street code ( Brezina et al., 2004; Keith & Grif-

fiths, 2014; Moule et al., 2015).

Contextual factors

Anderson (1994, 1999) argues that the code of the street is a cultural orientation that is found in disad-

vantaged, urban locales that consist of primarily African American residents. Owing to the types of com -

munities that are believed to be permeated with the violent belief system, studies have examined whether

community context is an important factor in establishing the street code. When comparing the racial/

ethnic composition of neighborhoods, communities characterized by a higher concentration of African

Americans and Hispanic residents tend to be more code-oriented ( Matsueda et  al., 2006). Furthermore,

research illustrates that neighborhoods characterized by disadvantage and/or violence are also strong pre -

dictors of the street code ( Matsueda et al., 2006; Stewart & Simons, 2006; Intravia et al., 2014). However,

there is less agreement about whether street code attitudes are a product of only urban environments.

Although Taylor and colleagues (2010) found that the street code belief system is more pronounced in

urban-dense areas (compared to other settings), other studies that control for urban locales show that

urbanicity is not associated with adopting the street code ( Brezina et al., 2004; Stewart & Simons, 2006 ). In

fact, a more comprehensive assessment examining the generalizability of street code attitudes across differ -

ent settings found that youths residing in highly urban areas were just as likely as youths living in suburban

and rural communities to endorse the street code belief system, suggesting that densely population settings

may not be a key cause of adopting the street code (Keith & Griffiths, 2014).

Theoretical factors

Scholarship has noted that many themes discussed in the Code of the Street are similar to other theoretical

perspectives in criminology and sociology. Although Anderson (1994, 1999) does not explicitly refer to

other theories in his explanation on why the street code belief system is widespread in disadvantaged com -

munities, a number of the arguments embedded in the code of the street thesis show similarities among

other crime-related theories. Due to these parallels between street code attitudes and other frameworks,

research has examined whether strain, social learning, and self-control theories are important predictors in

adopting the street code belief system. For instance, studies illustrate that measures consistent with strain

theory (e.g., failure to achieve positively valued stimuli, presentation of noxious stimuli, removal of posi-

tively value stimuli) predict adherence to the street code ( Stewart  & Simons, 2006; Intravia et  al., 2014,

2017; for lack of support, see Brezina et  al., 2004). However, measures consistent with social learning

theory, such as associating with delinquent/violent peers, tend to show mixed support as being a key pre-

dictor of the street code (for support, see Brezina et al., 2004; Stewart & Simons, 2006; for lack of support,

see Moule et al., 2015; Intravia et al., 2017). Perhaps the theoretical perspective that has received the most attention in predicting adoption of street

code attitudes is self-control theory. This is not surprising given that low self-control has been shown to be

a significant predictor of crime, analogous acts, and victimization ( Pratt & Cullen, 2000; Pratt, Turanovic,

Fox, & Wright, 2014 ) – characteristics consistent with the street code. Despite the variations in how self-

control is operationalized, research shows that individuals with low self-control are more likely to adopt

code-related beliefs (Piquero et al., 2012; Moule et al., 2015; Intravia et al., 2018). In a more comprehen-

sive assessment on the self-control and street code relationship, McNeeley and colleagues (2018) utilized

various indicators of low self-control from two popular indices, the Grasmick, Tittle, Bursik Jr, & Arneklev Jonathan Intravia

224

(1993) and Tangney et al. (2004) scales, to determine the consistency of prior findings. In their assessment,

the authors found that regardless of what self-control scale was utilized to predict adoption of the code, low

self-control was found to have moderate to high variability in explaining street code attitudes.

Assessing the causes of street code attitudes

Certain factors are more salient in predicting street code attitudes than others. Looking at demographic

characteristics, there is mixed evidence that African Americans and males are more likely to adopt the

street code belief system compared to other races/ethnicities and females, respectively. Although a handful

of studies explicitly examined the street code thesis consistent with Anderson’s field research on mostly

African American youth, studies that utilized different sampling frames (e.g., general samples, young adults,

homeless youth, etc.) illustrate that the code of the street, or at least attitudes consistent with the violent

street code, are not the product of certain demographics such as race/ethnicity and gender. It is important

to note that age was not directly assessed as a predictor because the vast majority of studies consisted of

samples that were relatively young in age.Factors that tend to show the most consistent support on adopting street code attitudes include holding

negative attitudes toward the police, communities characterized by disadvantage and/or violence, expe -

riencing strain, and low self-control. In contrast, family and parenting-related factors, associating with

delinquent/violent peers, and living in an urban environment tend to show mixed to little support as key

predictors in the street code belief system.

Research on the consequences of street code attitudes

Studies on the street code have also explored several hypotheses related to the consequences of those who

embrace the code of the street belief system. As noted by Anderson (1994, 1999), individuals who hold

street code attitudes are more prone to committing violence in order to build respect, which is believed to be

a protective shield from victimization. As such, two of the most widely tested outcomes examined with the

street code include violent offending and victimization. In addition, mor\

e recent assessments have begun

to explore a number of additional outcomes that the street code-related attitudes may predict. Thus, the

research associated with the consequences of the street code attitudes will be discussed by addressing the

following themes: violence, victimization, and nonviolent crime and other relevant outcomes.

Violence

Collectively, research illustrates that individuals who hold values consistent with the street code belief system

are more likely to engage in violence ( Stewart et al., 2002; Stewart & Simons, 2006; Matsuda, Melde, Tay-

lor, Freng, & Esbensen, 2013 ; Mears, Stewart, Siennick, & Simons, 2013 ; Baron, 2017; Intravia et al., 2018 ;

Erickson, Hochstetler,  & Dorius, 2019 ); and street code attitudes partially mediate important predictors

of violence such as neighborhood violence, neighborhood disadvantage, family characteristics, and racial

discrimination (Stewart  & Simons, 2006). At the community level, studies also show that neighborhood

street culture is an important predictor of violence. That is, neighborhoods that are more entrenched with

the code of the street culture predict youth violence, independent of individual-level street code attitude –

and the effects of individual-level street code values on violence is more pronounced in neighborhoods

that embrace the street code ( Stewart & Simons, 2010). It is important to note that street code attitudes are

not the sole or key cause of violence. Although such attitudes show strong predictive power in explaining

violent acts, the street code’s relationship with violence may be best understood with the consideration of

other factors related to violence. The importance of moderators, or other variables that may strengthen

the relationship between street code attitudes and violence, was detailed in Baron’s (2017) assessment of The code of the street225

homeless youth. In his study, the author found that anger, not fearful of being a victim, history of physical

abuse, negative attitudes toward the police, lack of parental warmth, and length of homelessness (i.e., pov -

erty) are all salient factors that strengthen the relationship between the street code and violence relationship.

Victimization

According to Anderson (1999, p.  76), the code of the street is a belief system built on respect through

violent and nonviolent acts. Having a valuable reputation for violence is a form of self-protection believed

to deter an individual from being a victim of a violent crime. Although those who embrace the street

code are believed to be victimized less, research in this domain has failed to show support that street code

attitudes safeguard against victimization. In fact, those who embrace the street code belief system have a

higher likelihood of being assaulted ( Stewart et al., 2006). In addition, Stewart and colleagues (2006) found

that neighborhood violence moderated the positive effect between street code attitudes and victimization.

Specifically, those who more fully embraced the street code and resided in a neighborhood characterized

by high levels of violence had higher probabilities of being a victim of a violent crime compared to those

who did not fully embrace the code or did not embrace it at all (see al\

so, Berg et al., 2012). As stated by

the authors “the code of the street operates less as a protective factor . . . and more as a risk factor for vic -

timization” (Stewart et al., 2006, p. 443). Additional evidence shows that embracing the street code belief system predicts victimization beyond

violence. In fact, those who hold street code attitudes are not only susceptible to being victims of assault,

but are also more likely to be victims of property crime ( McNeeley & Wilcox, 2015a). Furthermore, the

street code and victimization relationship may differ based on one’s lifestyle choices. For example, research

illustrates individuals who embrace the code are more likely to be violently victimized if they spend more

time in public settings than those who engage in less public activities outside of their home ( McNeeley &

Wilcox, 2015b).

Nonviolent crimes and other outcomes

Studies have examined whether street code attitudes can predict criminal (and noncriminal) behavior

beyond acts of violence. Overall, there is mixed support on whether street code attitudes predict nonvio-

lent and/or noncriminal behaviors. While some evidence points to the street code predicting property

crime and various types of criminality measured in an index ( Intravia et al., 2017, 2018), there is also

evidence that street code attitudes do not predict drug use, theft, tax evasion, driving under the influ -

ence, and school misbehavior ( Intravia et  al., 2017, 2018; Piquero et  al., 2012 ). The mixed findings

on nonviolent crimes can be because, in part, street code attitudes may be limited in explaining many

crimes outside of violence. In the past few years, a number of assessments have been made to explore additional consequences

related to street code attitudes beyond crime and victimization. This limited but promising body of work

has linked those who embrace the street code belief system to an increased likelihood of being arrested

and convicted (Mears, Stewart, Warren,  & Simons, 2017), an increased level of fear of crime ( McNee-

ley & Yuan, 2017), and having a lower probability of reporting crimes to the police ( Kwak, Dierenfeldt, &

McNeeley, 2019); however, the relationship between street code adherence and crime reporting was sig -

nificant for only African American respondents.

Assessing the consequences of street code attitudes

When it comes to assessing the consequences of those who embrace the str\

eet code, clearer patterns are

present. Violence is a key consequence of street code attitudes. That is, research supports the notion that Jonathan Intravia

226

those who adhere to the code of the street are significantly more likely to engage in violent-related behav-

ior, consistent with Anderson’s (1999) thesis. Further, being a victim is another consequence of embracing

the street code belief system. Although empirical research illustrates a pattern opposite to Anderson’s (1994,

1999) assertions on the code of the street serving as a buffer against victimization, those who hold attitudes

conducive to the street code have a higher likelihood of being a crime victim. Yet, when it comes to engag -

ing in crimes outside of violence, there is little support to show that street code attitudes are important

predictors of such nonviolent acts.

Conclusion

The goal of this chapter was to not only provide a brief account of subcultural theories in criminology/

sociology, but to introduce readers to an increasing popular subcultural perspective in social science, Elijah

Anderson’s (1999) Code of the Street thesis, by discussing the key characteristics of the street code and evalu -

ating the current state of empirical evidence of the street code. This was accomplished by dividing extant

research in two separate, but interrelated ways: (1) research testing the causes of street code attitudes and (2)

research testing the consequences of those who embrace such attitudes. Overall, findings indicate that there

are a number of factors that contribute to one’s likelihood of adopting street code attitudes, such as negative

police encounters, experiencing strain, having low self-control, and living in an adverse environment. As

for the consequences of individuals embracing the street code belief system, research shows strong support

that street code attitudes predict not only acts of violence but also being victims of such crimes. Given the dearth of research devoted to the causes and consequences of street code attitudes, it is impor -

tant that scholars continue to examine additional causes and consequences of the street code. As previous

studies have advocated, future efforts should be directed toward multilevel assessments, moderation factors,

mediation, and a broader level of theoretical correlates ( Brezina et al., 2004; Piquero et al., 2012; Baron,

2017). Further, it is recommended that research focus on additional themes that are discussed widely in

Anderson’s thesis such as the concept of “code-switching,” self-presentation (e.g., respect, status), decent

versus street family structures, alienation/deprivation, fate, and nonviolent means to gain and earn respect

amongst ones’ peers.

Acknowledgments

The author would like to give special thanks to Kevin Wolff for helpful comments and feedback on earlier

drafts.

Notes

1 It is important to note that a host of research has shown that minority residents in disadvantaged settings often have strained relationships with law enforcement personnel due to experiencing negative interactions with the police

(see, e.g., Brunson, 2007; Carr, Napolitano, & Keating, 2007; Stewart, Baumer, Brunson, & Simons, 2009; Weitzer,

1999).

2 The review of the literature is germane to research that explicitly focuses on testing hypotheses from Anderson’s (1999) code of the street thesis (i.e., causes of street code attitudes; consequences of street code attitudes). Thus,

empirical investigations on broader (sub)cultural contexts such as street culture, street criminality, or street gangs that

do not directly examine predictors of street code values are not discussed in this chapter.

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