Abstract
Research testing the sexual stratification hypothesis has reached mixed conclusions about the relationship between victim and offender race and sexual assault case outcomes. Using data from the National Incident-Based Reporting System, we examine the relationship between the victim–suspect racial dyad and the odds of sexual assault case clearance, and whether the case was cleared via arrest versus an exceptional means clearance for reasons of declined prosecution or victim non-cooperation. The findings indicate little support for the sexual stratification hypothesis. Under certain circumstances, the victim–suspect racial dyad has a modest relationship with the odds of clearance and the manner in which cases are cleared. When the victim and offender are strangers, an arrest is less likely in White-on-Black assaults versus Black-on-White assaults. Further, an arrest is less likely in Black-on-Black family assaults because victims in these cases are less likely to cooperate with police, implying that Black victims’ reluctance or inability to cooperate with police plays an important and overlooked role in producing racial disparities in clearance and arrest outcomes in certain types of cases.
Keywords
Historians and criminologists have long suspected that justice system officials view the rape of White women by Black males as a particularly serious offense; one that warrants swift and harsh repercussions in order to quell public fear and outrage (Brownmiller, 1975; Collins, 1975). Rape remains a politically charged crime in today’s legal culture. But much like the broader literature on racial disparities in the justice system (e.g., Crutchfield, Bridges, & Pitchford, 1994; Myers & Talarico, 1987; Peterson & Hagan, 1984; Spohn, 2000), studies of sexual assault case processing provide few definitive conclusions as to whether victim and suspect race influence the criminal justice system response to sexual assault (Kingsnorth, Lopez, Wentworth, & Cummings, 1998; Spohn, 1994; Spohn & Spears, 1996; Tellis & Spohn, 2008; Walsh, 1987).
Following the publication of the first comprehensive study of racial stratification and the treatment of rape cases by legal officials (LaFree, 1980), analyses of data from several jurisdictions indicated that legal officials appear to downplay the seriousness of rape when it involves Black victims and that officials punish Black males more harshly when they are suspected of assaulting White women (Spohn, 1994; Walsh, 1987). At the same time, findings from other studies suggest that race has little or no impact on the processing of rape cases, except in the context of stranger sexual assault (Spohn & Holleran, 2001). This research has raised crucial questions about the role that race may play in the processing of sexual assault cases that remain unsettled. Existing studies on sexual assault case processing are limited in two key respects. Prior research focuses on prosecution and sentencing outcomes and remains inattentive to the policing of rape despite evidence that law enforcement’s response to crime is sensitive to the social status of victims and suspects (Black, 1980; Howerton, 2006; Smith & Visher, 1981; Smith, Visher, & Davidson, 1984; Stolzenberg, D’Alessio, & Eitle, 2004) as well as evidence that sexual assault cases have significantly lower odds of being cleared by police compared to other violent crimes (Taylor, Holleran, & Topalli, 2009). More recent data show that the majority of rape complaints that come to the attention of police never proceed past the investigation and clearance stages (Spohn & Tellis, 2011; Tasca, Rodriquez, Spohn, & Koss, 2012), suggesting that the police play a crucial gate-keeping role in deciding which cases reach the court system (Alderden & Ullman, 2012), which may establish the context in which racial disparities initially develop and then accumulate as cases move downstream to prosecutors, judges, and juries (Poe-Yamagata & Jones, 2000; Stolzenberg, D’Alessio, & Eitle, 2013; Zatz, 2000).
The literature on race and sexual assault case processing has also been criticized for its near-exclusive focus on conflict-oriented theoretical explanations that are viewed as overly simplistic and static (Kingsnorth et al., 1998; Spohn, 1994). The most prominent of these, the sexual stratification hypothesis, proposes that the severity of the justice system response to rape reflects norms of selective enforcement that stem from underlying prejudicial attitudes on the part of law enforcement and prosecutors. This perspective assumes that any observed racial disparities that function to disadvantage Black suspects or Black victims reflect institutional bias on the part of police that is grounded in a broader system of social stratification (see, e.g., Smith & Visher, 1981). We draw upon the sexual stratification hypothesis to explore whether sexual assault complaints produce harsher outcomes for Black suspects accused of assaulting White women and more lenient outcomes for cases involving Black victims. This study departs from prior studies of sexual assault case processing in three ways. We broaden the generalizability of previous studies by analyzing the outcomes of a large sample of more recent sexual assault complaints that span jurisdictions throughout the United States. Second, we examine the influence of victim and suspect race on law enforcement’s handling of sexual assault rather than focusing on the prosecution and sentencing stages of case processing. We also build on prior studies that traditionally conceive of police discretion as a single dichotomous outcome—the probability of arrest. Police clearance of crime is often assumed to be synonymous with arrest, but the reality is that a nontrivial number of cases are cleared without an arrest due to circumstances outside of police control. These are referred to as exceptional clearances. The most frequent reason they occur is that prosecutors decline to press charges for reasons other than a lack of probable cause or because victims refuse or are unable to cooperate with investigators (Spohn & Tellis, 2012b, 2012a). The notion that victims and prosecutors may constrain police discretion to arrest has been overlooked in studies of the police response to sexual assault (though see Spohn & Tellis, 2011) and is rarely acknowledged as a potential source of the racial disparities observed in national arrest statistics (e.g., Snyder, 2011). We use data from the National Incident-Based Reporting System (NIBRS) to examine the role of victim and suspect race at these two pivotal disposition points, each of which determines on their own whether cases move past the victim reporting stage and toward prosecution.
The Sexual Stratification Hypothesis
The historical disparities in punishment for Black men accused of raping White women have been well documented (Banner, 2002; Spohn & Spears, 1996; Wriggens, 1995). During the 1800s, for example, the state of Georgia singled out such rapes as punishable by death, while White males convicted of raping a Black woman were subject only to fines or imprisonment (Wriggens, 1995; see also Spohn & Spears, 1996). Between 1930 and 1972, 405 of the 453 men executed for rape in the United States were Black men who had been convicted of raping White women (Tellis & Spohn, 2008). This legacy prompted contemporary research on the connections between victim and suspect race and legal reactions to rape. Most of this research interprets racial disparities through the lens of conflict theory and the sexual stratification hypothesis in particular. This perspective argues that women are viewed as sexual property and that access to women is subject to male competition and conflict (Collins, 1971, 1975). A culture which views sexual access as a form of resource competition is expected to foster a legal system in which officials use their discretion to mete out harsher sanctions to men from less powerful social groups who are accused of sexually assaulting women from elite social groups.
LaFree (1980) extended this logic to argue that conflict over access to women is grounded in a system of racial inequality that privileges White males and devalues Black women. According to this view, White women are viewed as a sexual commodity to which White men, by virtue of their higher social status, are presumably entitled exclusive access. Against this cultural backdrop, inter-racial sexual assaults involving Black males and White females are viewed as particularly threatening to the social position of White males. The sexual stratification hypothesis contends that legal officials will manage the perceived threat to White males through the use of sanctions that are expected to vary according to the racial composition of the victim–offender dyad. According to the sexual stratification hypothesis, 1 the expectation is that the criminal justice system will act on behalf of White males to punish Black suspects accused of assaulting White women more harshly than Black-on-Black, White-on-Black, or White-on-White sexual assaults. The theory also assumes that this system of sexual and race-based stratification that views the assault of White women as more serious intrinsically disadvantages Black female rape victims, and thus predicts that the rape of Black women by offenders of any race will be given lower priority by the justice system. In sum, Black men who assault White women are expected to receive the harshest sanctions for rape, followed by White men who assault White women, and Black men who assault Black women (Walsh, 1987). The justice system is expected to afford the greatest leniency to White men who sexually assault Black women.
The sexual stratification hypothesis was refined following the publication of research showing that the public and justice system actors often distinguish between “real” versus “simple” rapes (Estrich, 1987). More recent assessments of the hypothesis have considered whether the importance of race hinges on the nature of the relationship between suspects and victims. Officials may view acquaintance rapes involving Black suspects and victims as an extension of a Black subculture of crime, and hence, less serious than stranger Black-on-Black sexual assaults (Kingsnorth et al., 1998; Spohn, 1994; Spohn & Spears, 1996; Walsh, 1987). The victim–offender racial dyad may become particularly salient in the investigation of stranger sexual assaults due to political messaging and media depictions of high profile incidents that stoke anti-Black stereotypes and Whites’ fear of Black-on-White stranger violence (Beckett, 1997; Covington, 2010). Perhaps the most notable of these types of highly publicized incidents include the gang rape of a White female jogger in central park and the rape of a White woman by Willie Horton, a Black man, during a weekend furlough from a Massachusetts prison, where he was serving a sentence for murder in the 1980s. If evidence exists to suggest that police treat the stranger rapes of White women by Black males more seriously, this challenges the sexual stratification hypothesis’s narrow assertion that official reactions to rape are rooted in a system that views White women as the sexual property of White men and instead suggests that police reactions to such incidents reflect a broader fear of Black stranger violence among Whites.
Prior Research on the Role of Race in Sexual Assault Case Processing
With one exception (LaFree, 1980), studies testing the sexual stratification hypothesis have not focused on police outcomes. Empirical assessments of the theory rest on analyses of sexual assault case outcomes from the 1970s and 1980s during the post-arrest stages of prosecutorial charging (Kingsnorth et al., 1998; LaFree, 1980; Spohn & Spears, 1996; Tellis & Spohn, 2008), conviction (Kingsnorth et al., 1998; LaFree, 1980; Spohn & Spears, 1996), and incarceration (Kingsnorth et al., 1998; LaFree, 1980; Spohn, 1994; Spohn & Spears, 1996). 2 These studies provide mixed conclusions as to whether victim and suspect race exert a significant influence on these post-arrest outcomes, the stages of processing at which racial disparities emerge, and whether any observed disparities disadvantage Blacks. Two streams of research suggest that law enforcement’s handling of sexual assault complaints merits greater scrutiny: studies of police–citizen contacts and racial bias in arrest and recent studies showing that the attrition of rape cases from the justice system occurs disproportionately at the law enforcement stage (Spohn & Tellis, 2011).
The intensity of the police response to violent crime may be shaped by anti-Black stereotypes about “legitimate” victims and the perceived threat posed by Black males (DuMont, Miller, & Myhr, 2003; Rose & Randall, 1982). Research on traffic and pedestrian stops and searches (Engel & Calnon, 2004; Lundman & Kaufman, 2003) as well as drug arrests (Beckett, Nyrop, & Pfingst, 2006; Beckett, Nyrop, Pfingst, & Bowen, 2005; Rojek, Rosenfeld, & Decker, 2012) has produced a fairly consistent narrative on the import of race during police contact that is relevant to the current study. On one hand, Black residents voice concern that law enforcement officials selectively over enforce the law when it involves Black suspects, while at the same time, Black residents express dissatisfaction with police response times and perceive law enforcement as less concerned with the plight of Black residents who witness or are victims of crime (Brunson, 2007; Schafer, Huebner, & Bynum, 2003; Stewart, Baumer, Brunson, & Simons, 2009). If Black victims question the legitimacy of the police, or fear they will not be taken seriously when reporting a crime, they may be less willing to cooperate with police investigations, particularly for sensitive crimes such as sexual assault. The reluctance to cooperate with police can negatively impact the probability of clearance and arrest, which in turn may reinforce the perception of racially biased policing.
It is within this broader landscape of community relations that police respond to sexual assault complaints. However, few studies of police clearance and arrest outcomes in sexual assault cases have examined the influence of victim or offender race, and instead focus on police perceptions of victim credibility, the effects of victim–offender relationship, and the use of weapons and resultant injuries as influencing stereotypes about what constitutes “real rape” (e.g., Addington & Rennison, 2008; Alderden & Ullman, 2012; Bouffard, 2000; Pattavina, Morabito, & Williams, 2015; Tasca et al., 2012; Walfield, 2016). One exception is LaFree’s (1980) influential study of rape case processing in a Midwest City in the 1970s. The study examined whether Black sexual assault suspects receive harsher penalties than White suspects at multiple stages of the criminal justice system. The findings showed that while Black suspects receive longer sentences and are more likely to be incarcerated, they are no more likely than White suspects to be arrested or convicted. Since the publication of LaFree’s study, more recent police data generally show that sexual assaults suffer from significantly lower odds of clearance compared to other violent crimes, but that race does not play a significant role in predicting the police clearance of sexual assault (Taylor et al., 2009; see also Bouffard, 2000). Analyses of prosecutorial decisions immediately after an arrest yield similar conclusions—the strongest influence on sexual assault case outcomes at earlier stages of processing is not the race of the victim or suspect but rather suspect–victim relationship and victim or suspect use of alcohol or drugs (Tellis & Spohn, 2008). In sum, the results from several recent studies on the police clearance and prosecution of sexual assault are consistent with those from the 1970s—that rape cases suffer from comparatively high attrition rates during the early stages of processing but that victim and suspect race do not consistently influence whether complaints proceed to formal arrest and prosecution. These mixed findings, as well as the broader literature on racial bias and citizens’ perceptions of police legitimacy, suggest that victim and offender race warrant closer examination as a means to understand why only a fraction of rape cases are cleared by arrest, despite the fact that the majority of victims in sexual assault know and can identify their attacker.
The Current Study
We address several gaps in the literature on police clearance of sexual assault. We analyze data from a geographically broader sample of sexual assault cases from the NIBRS, which is one of the few data collections containing sufficiently large numbers of inter- and intra-racial sexual assaults. We also depart from previous studies of clearance by considering how race impacts both the probability and type of police clearance. The clearance process is typically operationalized as a series of binary outcomes: whether the case was cleared and whether the clearance results in an arrest (though see Bouffard, 2000). One study of sexual assault case processing in Los Angeles (Spohn & Tellis, 2011, 2012a), however, found extensive use of exceptional clearance rather than arrest as a means to clear sexual assault cases. Exceptional clearance is used when police have identified a suspect and established probable cause to support an arrest but are unable to arrest the suspect. The most frequent reason for exceptional clearance is victims’ reluctance to cooperate with authorities or because prosecutors decline to press charges (Spohn & Tellis, 2011, 2012b). The potential for prosecutors to contribute to racial disparities in sexual assault case processing through their ability to prevent arrests has not been examined in prior studies. The current analyses focus on whether the racial composition of the victim–suspect dyad is associated with the probability that a sexual assault complaint is cleared, as well as the method of clearance (arrest vs. exceptional clearance), and whether victim and offender race is particularly relevant for certain victim–offender relationships, such as stranger sexual assaults.
Method
Data Source and Sample
The data used in this study are drawn from the 2002 to 2009 NIBRS. NIBRS provides detailed information on the characteristics of crime incidents in participating jurisdictions, including the demographic characteristics of the victim(s) and suspect(s) as well as incident characteristics such as weapon use and injury. The initial sample consisted of all sexual assault incidents known to 3,239 participating law enforcement jurisdictions that reported to NIBRS from 2002 to 2009. These agencies span 35 states and each region of the United States. 3
NIBRS is the only official data source in the United States that tracks the incident, victim, and suspect characteristics of sexual assaults known to law enforcement as well as whether each incident was cleared and the manner of clearance. The Federal Bureau of Investigation (FBI) considers a case cleared when four criteria are met: (a) at least one person is arrested, (b) that person is charged with the commission of an offense (c) turned over to the court for prosecution, or (d) the case is cleared by exceptional means (FBI, 2000). The FBI defines an exceptional means clearance as one in which the police have identified a suspect, know his or her whereabouts, and sufficient probable cause exists to support arrest and prosecution but forces outside of police control prohibit the arrest. These forces include but are not limited to: the death of the suspect, a denial of extradition by another jurisdiction in which the suspect has committed a crime and is being prosecuted, the victim’s refusal to cooperate with the prosecution after the suspect has been identified, or prosecution is declined (FBI, 2013b).
The initial sample consisted of 448,380 violent sexual assault incidents reported to law enforcement (forcible rape, forcible sodomy, sexual assault with an object, or forcible fondling 4 ) that occurred between 2002 and 2009. We combined violent sexual assaults across multiple years to obtain a sufficient number of inter-racial sexual assaults, which occur less frequently than intra-racial sexual assaults. 5 Given the sexual stratification argument’s focus on male assaults of females, the analyses were limited to those cases involving only male suspects and female victims resulting in 342,626 (76.4% of our original sample) male-on-female sexual assault incidents. 6 Next, we restricted the sample to include only cases that were not cleared, that were cleared through an arrest, exceptionally cleared due to the prosecutor declining the case, or exceptionally cleared because of the victim’s refusal to cooperate with the investigation (n = 340,333). We removed a small number of cases (n = 2,293) that were cleared exceptionally due to the death of the suspect, a failure to get the suspect extradited from another jurisdiction, or because a juvenile suspect was handled informally, such as being remanded to the custody of a parent or guardian, without being taken into formal custody. 7
We include in the analyses all cases involving male offenders’ ages 17 and older due to the fact that some states including South Carolina and Michigan, where all crime data are submitted via NIBRS, classify 17-year-olds as adults in the criminal justice system. Cases involving suspects under the age of 16 were removed from the analysis, since the majority of these cases are handled by juvenile courts, and prosecutors may play a limited role in deciding whether to decline or proceed with charges against minors (Griffin, Addie, Adams, & Firestine, 2011). Because some states that participate in NIBRS still classify 17-year-olds as juveniles, we include a dummy variable for 17-year-old suspects in all models to control for the potential that these cases are processed differently in those jurisdictions. 8 We restricted the sample of victims to ages 12 and older since one dependent variable in our analyses, victim non-cooperation, assumes victim agency in the investigation process. Specifically, it assumes that victims understand their choice to not cooperate and that victims exercise that right accordingly, which may not be an accurate assumption for very young victims of crime. We included in the analyses a control for victims aged 12–17 since adolescents may react differently to victimization than adult victims and their reluctance to cooperate may not be treated by prosecutors and police as a barrier to proceeding with charges. The removal of these cases due to age reduced the sample to 215,603 sexual assault incidents. Finally, one observation had missing data on two important measures: victim–offender relationship and victim injury. 9 This case was dropped, resulting in a final sample size of 215,602 male-on-female sexual assault cases that occurred between 2002 and 2009. Forty percent of these 215,602 sexual assault incidents (n = 86,253) were cleared and were included in subsequent analyses examining racial differences in clearance type.
Dependent Variables
Our analysis explores whether victim and suspect race are associated with two outcomes: the probability that police clear a sexual assault complaint and the method in which the case was cleared (by an arrest vs. an exceptional clearance). The initial clearance outcome, clearance, is a dichotomous variable that contrasts the log odds of the case being cleared (clearance = 1) with the odds of the case not being cleared (clearance = 0). Among the sample of cases that were cleared, we estimate the log odds of arrest versus each of the two exceptional clearance categories with a second dependent variable we refer to as clearance type. Clearance type is a trichotomous variable that contrasts the log odds that cases are cleared by arrest (clearance type = 1), versus cleared by exceptional means due to declined prosecution (clearance type = 2), and versus cleared by exceptional means due to victim non-cooperation (clearance type = 3). We distinguish between the two types of exceptional clearance because they represent outcomes that stem from decisions by two distinct actors, the victim and the prosecutor, and thus two potential sources of racial disparities in which solved cases result in more punitive outcomes (i.e., an arrest) versus those that result in attrition from the system and no arrest of the suspect.
Administrative data on reported crimes and police clearance are not without limitations. One study of sexual assault investigations in Los Angeles revealed that the categories of arrest and exceptional clearance are not always mutually exclusive (Spohn & Tellis, 2011). Approximately 20% of sexual assaults reported to the LA County Sheriff’s office and 32% of those reported to the Los Angeles Police Department in 2008 were originally arrests that were reclassified as exceptional clearances after the prosecutor declined charges. Neither of these two agencies submit data to NIBRS and are not part of the current study. However, these findings raise a question as to whether a small portion of cases in NIBRS that are classified as exceptional clearances may in fact have been arrests that were later dropped. This would represent a potential abuse of exceptional clearance policy by police. However, it would not fundamentally alter the fact that an officially recorded exceptional clearance, even if it was once an arrest, is a valid measure of attrition from the system as the result of case closure without an arrest leading to prosecution or conviction. At this time, there is no evidence to suggest that this practice is widespread throughout the United States, and as the authors of the Los Angeles study note, reclassification of arrest clearances is likely the product of LAPD policy on clearance that differ from definitions used by the FBI and that the practice also stems from a “historical context” of policing specific to Los Angeles (Spohn & Tellis, 2011, p. 1400).
Racial Composition of the Suspect–Victim Dyad
We used indicators of victim and suspect race 10 provided in NIBRS to create the following racial dyads: Black suspect–Black victim, Black suspect–White victim, 11 White suspect–White victim, White suspect–Black victim, and one additional dyad variable that measures other racial pairings. 12 The sexual stratification hypothesis suggests that all other racial dyads will be afforded greater leniency (i.e., lower odds of clearance, lower odds of an arrest, and higher odds of declined prosecution) than Black-on-White sexual assaults. Thus, the Black suspect–White victim dyad is the reference category in the regression models.
Controls
A number of incident characteristics are included in the analysis as controls. We control for aggravating factors that prior research (Estrich, 1987; Spohn & Tellis, 2012b) has shown impacts the odds of clearing violent crimes, prosecutor charging decisions, and victim cooperation. These include a series of indicators for weapon use, injury, and victim–suspect relationship. We measure weapon use with a series of dichotomous variables that indicate whether a foreign object (gun, knife, blunt object, etc.), a personal weapon (hands, feet, fist, etc.), a weapon of unknown type, or no weapon was used. We chose to combine weapon types into the foreign object category because the majority of cases (94%) did not involve a traditional weapon. Only 1.5% of cases involved a gun and only 1.7% of incidents involved a knife, requiring that we combine them into a single category. Collateral victim injury is measured using three binary variables that indicate the presence of a minor injury, a major injury, or no additional injury (the reference category). Additionally, a series of four dummy variables indicate the type of sexual assault offense: forcible rape, forcible sodomy, sexual assault with an object, or forcible fondling. Incident location is measured with a series of dichotomous variables that include: in a residence (the reference category); at a school or college; in a bar, restaurant or hotel; in some other indoor public location such as stores, airports, and government buildings; in an outdoor public location (park, river, woods); or at some other location that the victim or police could not identify. We capture the time of day in which the incident occurred with a series of variables that indicate whether the incident occurred between midnight and 2:59 am, between 3 am and 5:59 am, between 6 am and 8:59 am, between 9 and 11:59 am, between noon and 2:59 pm, between 3 and 5:59 pm, between 6 and 8:59 pm, and between 9 and 11:59 pm (the reference category). 13 We control for whether the offense was attempted versus completed and whether police cleared the incident within 24 hours of the assault (for cleared cases only). 14 Controls for incident year were included to account for any variation in police processing due to unobserved factors such as changes in policies or laws guiding the processing of sexual assault. We also include controls for whether the incident included aggravating factors such as multiple victims, multiple suspects, and additional offenses such as a robbery, theft, or homicide. 15
We also include a number of suspect and victim characteristics as controls for the perceived seriousness of sexual assaults (Horney & Spohn, 1996; Spohn & Tellis, 2012a). We measure victim and suspect age with the following age categories: victims and suspects who are aged 17 or younger, 16 aged 18–24 (the reference category), aged 25–34, aged 35–49, and aged 50 and older. We also include a control that indicates whether the incident involved a juvenile victim and adult offender. 17 The relationship between the victim and suspect is measured by a series of dichotomous variables that indicate whether the sexual assault occurred between strangers, current or former 18 intimate partners (spouse, ex-spouse, boyfriend/ girlfriend), friends or acquaintances, or non-intimate family members.
Finally, in some incidents, values for the racial dyad, weapon, victim–offender relationship, and incident location were recorded by law enforcement as “unknown.” A value of unknown is distinct from missing data. The latter is a form of error due to no data being recorded for a data element; only one case was removed from the analyses due to “true” missing data. Consistent with prior studies using NIBRS data (Messner, McHugh, & Felson, 2004; Noonan & Vavra, 2007), we retained cases that had one or more unknown values in lieu of list-wise deletion of cases because a value of unknown is a valid response and data element value in NIBRS and is the equivalent of “don’t know” in survey research. For example, victims attacked by strangers may simply not know the race of the offender. Victims who were drugged or were intoxicated may not remember where they were attacked, whether they knew the attacker(s), or whether the offender used a weapon. All models include controls for cases having unknown values on these four variables. 19
Analytic Technique
We begin our analyses by examining whether suspect and victim race are associated with the odds that police clear sexual assault incidents. We present the results of a binary logistic regression model that estimates the log odds that a sexual assault incident was cleared (1) versus not cleared (0), controlling for all covariates with the exception of time to clearance, which can be observed only for cleared cases. For the subset of sexual assault incidents that were cleared, we estimated a series of multinomial logistic regression equations predicting clearance type. 20 These models contrast the log odds of an arrest (1), the more punitive outcome, with two outcomes that result in no arrest and no formal charging of the suspect: declined prosecution (2) and victim refusal to cooperate (3). 21
Finally, prior research reviewed earlier leads to the expectation that arrest may be especially likely for Black-on-White stranger assaults and significantly less likely for Black-on-Black acquaintance rape. We conclude by repeating our multinomial logistic regression models predicting clearance type on four subsets of cleared cases consisting of family, stranger, friend/acquaintance, and intimate partner sexual assaults to investigate whether the effect of race differs across these four subsamples. We estimated all regression models in Stata (version 12) using a robust variance estimator that adjusts for the clustering of sexual assault complaints within counties. Given that prosecutors, prescreening the cases operate at the county level, the potential exists that cases investigated within the same county are more likely to be disposed in similar ways. This robust estimator adjusts for any downward bias in standard errors that results from cluster-correlated observations (Rogers, 1993; Williams, 2000). 22
Results and Discussion
The descriptive statistics presented in Table 1 show considerable variation in the way in which sexual assault cases are handled. Sixty percent of sexual assaults were not cleared. Of the cleared cases, nearly two thirds (64.7%) end in an arrest, 19.2% of cases are cleared without an arrest because prosecutors declined to press charges, and 16.1% of cases were cleared without an arrest because victims refused to cooperate with the police. The majority of sexual assault incidents are intra-racial. Nearly two thirds (63.1%) of the cases involved White offenders and White victims, and a slightly higher percentage of cases that are ultimately cleared are White-on-White assaults (65.6%). Approximately 15% of all sexual assault cases, as well as those that are cleared by police, involved Black offenders and Black victims. Nearly 11% of cases involved Black suspects and White victims. White-on-Black sexual assaults account for 2% of the sexual assaults reported to NIBRS agencies from 2002 to 2009.
Descriptive Statistics for Variables Included in Analyses of Sexual Assault Clearance and Clearance Type.
Note. N = 172,884.
A majority of cases (57.3% of full sample, 55.8% of cleared sample) were forcible rapes, followed by forcible fondling (34.4% of full sample, 35.5% of cleared sample). The modal victim age category is 17 or younger, and approximately 40% of all cases involve a juvenile victim and an adult suspect. The majority of sexual assault incidents did not involve the use of any object weapon; in nearly two thirds of the incidents, the offender used a personal weapon, such as feet or fists, and approximately one quarter involved no weapon use. When weapons were used, foreign objects were the most common; rarely were drugs or narcotics used as weapons in sexual assault cases. Likewise, only a small percentage of incidents in both the full and cleared samples involved serious injury to the victim, and only a slightly larger percentage of cases involved minor injuries to the victim. The majority of cases involved friends or acquaintances, followed by assaults between intimates and family members. Approximately 10% of the sexual assaults involved strangers.
Table 2 shows the results of a binary logistic regression that estimates the effects of incident characteristics on the odds that a case was cleared. The results presented in Table 2 suggest that the racial composition of the victim–offender dyad of sexual assault incidents is not significantly associated with the odds of clearance, with the exception of incidents involving a White victim of a White suspect. Although statistically significant, the difference in odds of clearance for White-on-White assaults versus Black-on-White assaults is not substantively significant. The predicted probability of clearance for these incidents as shown in Table 2 indicates that each of the racial dyads has approximately equal probabilities of clearance (approximately 50% probability) compared with Black-on-White sexual assault cases. The only exception is when the race of the victim and offender is unknown, which is associated with a 30% probability of clearance compared to Black-on-White assaults.
Logistic Regression of Sexual Assault Case Clearance on Offender, Victim, and Incident Characteristics.
Note. N = 172,884. Robust standard errors (SE) shown are adjusted for the clustering of cases within counties. Reference group used to interpret coefficients appears in parentheses. Formula for calculating predicted probability = exp(b)/((1+exp(b)).
*p < .05.
A number of aggravating factors are significantly associated with the likelihood of sexual assault case clearance. Specifically, the odds that a case is cleared increases by approximately 38%, 23 exp(b) = 1.380, when personal weapons are used in an incident than when no weapon is used and increases by 31% when foreign object weapons such as a knife or gun is used, exp(b) = 1.309. When drugs are used as a weapon in an incident; however, the odds of clearance are reduced by 18%, exp(b) = 0.815. Major and minor injury to the victim are associated with a significantly higher, 13%; exp(b) = 1.132 and 7%; exp(b) = 1.066, respectively, odds of clearance. Additionally, the odds of case clearance are 36% higher in cases, where the victim and offender are current or former intimate partners compared to assaults between friends or acquaintances, whereas stranger assaults are approximately 22% less likely to be cleared compared with acquaintance assaults, exp(b) = 0.786. We attribute the latter finding to the challenges associated with identifying suspects that are strangers. Overall, the findings in Table 2 suggest that victim and suspect race do not yield a significant influence on the odds of case clearance. The odds that a case is cleared is more strongly related to victim–offender relationship and the seriousness of the incident as measured by the presence of weapons and co-occurring offenses.
The results shown in Table 2 provide only a partial picture of the factors that shape clearance outcomes. The factors that predict an arrest clearance may be different than those that influence exceptional clearances. Exceptional clearance may be driven by prosecutors’ decisions to decline charges or by victim non-cooperation, each of whom can exercise discretion that impacts law enforcement’s ability to make an arrest. Table 3 presents the results of a multinomial logistic regression that contrasts the odds of exceptional clearance due to victim non-cooperation versus arrest and the odds of an exceptional clearance due to declined prosecution versus arrest.
Multinomial Regression of Clearance Type in Cases of Sexual Assault.
Note. N = 69,363. Robust standard errors (SE) adjusted for clustering within counties are reported. Reference group used to interpret coefficients appears in parentheses.
*p < .05.
With one exception, the victim–suspect racial dyad is unrelated to the probability of arrest versus each type of exceptional clearance. White-on-White assaults, however, are significantly more likely, exp(b) = 1.175, to result in an arrest clearance versus victim non-cooperation compared with Black-on-White sexual assaults. It is possible that White victims in such cases perceive that they will be taken more seriously by law enforcement and are less likely to withhold cooperation. Another possibility that we explore in subsequent analyses is whether racial disparities arise in the context of select victim–offender relationships (Spohn & Spears, 1996; Walsh, 1987).
In general, the results in Table 3 suggest that victim and offender age and several indicators of aggravated sexual assault are the most consistently and strongly associated with the odds of a case being cleared by arrest versus through exceptional means rather than the victim–suspect race dyad. Cases where victims experience additional injuries and additional co-occurring offenses are more likely to be cleared by arrest. Consistent with insights from previous studies of sexual assault processing, incidents that involve the use of drugs as a weapon are less likely to end in arrest and more likely to end in victim non-cooperation than are cases that involve no weapon. Such a finding is not surprising as victims who have been drugged may be less likely to cooperate with the police because they are concerned about their perceived credibility. One of the strongest influences on clearance type is victim and suspect age. The odds of an arrest versus victim non-cooperation is estimated to increase by 138% when the incident involves a juvenile victim and adult offender. In a similar pattern, the results in Table 3 show that the odds of an arrest versus declined prosecution is expected to increase by 191% in such cases.
Notably, another one of the strongest predictors of clearance type is a quick clearance. The odds of an arrest is estimated to be 6 times larger than victim non-cooperation (b = 1.938) and 11 times larger (b = 2.45) than the odds of declined prosecution when police clear a case within 24 hrs of the incident. It remains unclear, however, whether this relationship captures the vigor with which the police investigate sexual assault cases or whether it is capturing time elapsed between an incident and when the police were notified by the victim or other third party, which may impact the availability of physical evidence as well as impact law enforcement’s perception of the victim’s credibility. Furthermore, the way in which some agencies record the incident date varies. A small number of NIBRS agencies record the date the incident became known to law enforcement rather than the incident date. In these cases, it would be unclear the amount of time that lapsed between the incident and the report.
Results from Table 3 also indicate that victim–offender relationship plays a significant role in the likelihood of arrest. Sexual assaults that involve family members are more likely to be cleared by arrest rather than victim non-cooperation when compared to incidents involving friends or acquaintances. Additionally, it is more likely that stranger assaults (vs. acquaintance assaults) will result in an arrest than in declined prosecution.
Next, we explore the possibility of a statistical interaction between racial composition and victim–offender relationship. We disaggregated the cleared sexual assault cases into four subsamples as defined by victim–offender relationship (e.g., stranger, intimate, acquaintance, and family) and estimated the same multinomial logistic regression models shown in Table 3. The results of these four additional models are presented in Table 4. 24 This analysis allows us to examine whether the salience of race emerges only within the context of certain victim–offender relationship categories. Panel 1 presents the racial composition effects for stranger assaults. Notably, and consistent with the arguments of the sexual stratification hypothesis, cases involving White suspects accused of assaulting Black women are significantly less likely to result in an arrest versus declined prosecution compared with Black-on-White assaults. Controlling for all other covariates, the significant parameter estimate for White-on-Black stranger assaults (b = −.366) indicates that the odds of arrest versus declined prosecution is predicted to decline approximately 30%, exp(b) = 0.694. Put another way, it is significantly more likely that assaults involving White male stranger attacks on Black females will result in declined prosecution and never proceed to an arrest or formal case filing. Among all stranger assaults examined in Panel 1 in Table 4, White-on-Black stranger assaults exhibited the lowest overall predicted probability (approximately 40%; not shown in Table) of arrest versus declined prosecution. Although NIBRS does not document the reasons for declined prosecution, this finding could suggest that prosecutors view allegations of assaults against Black women by White male strangers as less serious or credible.
Multinomial Regression of Race and Sex Dyads on Exceptional Clearance in Cases of Sexual Assault by Victim–Offender Relationship.
Note. Coefficients for control variables are not shown. Robust standard errors (SE) adjusted for clustering within counties are reported. Reference group used to interpret coefficients appears in parentheses.
*p < .05.
We find no discernable relationship between victim and offender race in the clearance of intimate partner sexual assaults. However, in the results for acquaintance assaults shown in Panel 3, we find that intra-racial incidents (i.e., White-on-White and Black-on-Black assaults) are more likely to end in arrest versus exceptional clearance. In particular, an arrest is significantly more likely in cases where White women are assaulted by White male acquaintances versus Black male acquaintances; the odds of arrest versus any type of exceptional clearance increases by 14%, exp(b) = 1.141 and exp(b) = 1.143, when White females are assaulted by White male acquaintances versus Black male acquaintances. Although the reasons why remain unclear from administrative police data, the results suggest that White victims assaulted by Black acquaintances are significantly less likely to cooperate with police and less likely to have their cases prosecuted than White women assaulted by White male acquaintances even though the case is solved and a suspect identified by police.
The results shown in Panel 4 of Table 4 display the parameter estimates for models examining the effects of offender–victim racial dyad on clearance type for family sexual assaults. The results of this model indicate that cases involving Black victims assaulted by Black family members are significantly less likely to result in an arrest and that this is due to victim non-cooperation. The magnitude of the effect merits mention; the odds of an arrest (vs. victim non-cooperation) decline an estimated 42% in assaults involving Black family members compared to family assaults involving Black suspects and White victims. The overall probability of an arrest, which is not shown in Table 4, for these cases is 0.368, which corresponds to a 37% probability of arrest following case clearance. This specific type of sexual assault (i.e., assaults between Black family members) exhibited the single lowest probability of arrest due to victim non-cooperation than any other racial category examined in the panels shown in Table 4. 25 Overall, the final set of analyses summarized in Table 4 suggest that race does play a significant role in the clearance of sexual assault, but the magnitude and nature of that relationship hinge on the relationship between the victim and offender.
Conclusion
The social and legal context in which sexual assault cases are processed has changed dramatically in the past 30 years; but, the perception persists that race enters into legal decision-making as well as the response to crime on the part of police. The mere perception that race enters into police and prosecutor decision-making undermines criminal justice system legitimacy (Rocque, 2011) and has implications for victims’ decisions on whether to report their sexual assault (Spohn & Tellis, 2012a).
In the current study, we sought to replicate prior research testing the sexual stratification hypothesis using a national sample of sexual assault cases and to expand on prior studies by exploring more precisely the source of any observed racial disparities in the likelihood of arrest in sexual assault cases. The overall findings do not lend strong or consistent support to the sexual stratification hypothesis. Instead, the findings suggest that the relationship between the victim–suspect race dyad and clearance may be more nuanced. Although we do not find a relationship between race and overall odds of clearance, our findings suggest that when examining clearance type, and in particular the relationship between the victim and the suspect, that race is associated with whether solved cases ultimately result in arrest. Our initial regression findings suggest that race has no major impact on the probability that the police will successfully clear cases. However, among those cases that are cleared, an arrest is more likely in White intra-racial cases because White victims in these assaults are more likely to cooperate with investigators, thus increasing the likelihood of the case being cleared by arrest.
However, models that examined how race disparities may depend on the relationship between victims and offenders revealed a finding that is consistent with the sexual stratification hypothesis. In stranger sexual assaults, an arrest is significantly less likely when White males are suspected of assaulting Black females because prosecutors are more likely to decline these cases compared with cases where Black male strangers assault White females. Consistent with the sexual stratification hypothesis’s arguments, this suggests that prosecutors view the rape of Black women by White male strangers as less serious than the rape of White women by Black strangers. Another possibility is that prosecutors perceive White-on-Black stranger sexual assaults as less likely to result in conviction, or that jurors are less likely to view Black female victims of White stranger assault as credible or perhaps more blameworthy. Future research should explore the basis of such findings and examine whether institutional bias underlies the harsher treatment of Black-on-White stranger sexual assaults or whether other legally relevant factors not observed in the current study such as the strength of evidence or the presence of witnesses account for this finding. Moreover, future research is needed to reconcile these two seemingly contradictory patterns of disparity; that intra-racial assaults garner more punitive treatment by prosecutors within the context of acquaintance rape, while inter-racial incidents result in disparate outcomes when victims and suspects are strangers.
The second major finding to emerge from the analysis of the interaction between victim–offender relationship and race is that Black-on-Black family assaults are less likely to be cleared by arrest than they are to be cleared exceptionally due to victim non-cooperation. In other words, Black victims of sexual assault committed by Black family members are less likely to cooperate with police, which results in their cases being less likely to result in an arrest even though the suspect has been identified and sufficient probable cause exists to support an arrest. This suggests that victim’ decisions, rather than decisions by justice system personnel, may underlie racial disparities in arrest in certain contexts such as family sexual assault. Data from the National Crime Victimization Survey show Black women are significantly more likely to report their victimization to the police than White women, even controlling for the use of a weapon or additional injury to the victim (Bachman, 1998). In what is seemingly a paradox, African Americans are also more likely to distrust the police than any other racial group (Brunson, 2007; Tyler, 2005). Some of this mistrust is grounded in African Americans’ negative experiences with police (Brunson, 2007). These negative experiences undermine the legitimacy of the police in many communities and may leave Black victims reluctant to cooperate with the police, even if they initially reported the incident (Taylor et al., 2009). Black victims may withdraw their cooperation for another equally troubling reason. Recent research on the police use of exceptional clearance in Los Angeles revealed that in some cases law enforcement officers and prosecutors encourage some victims to drop their charges (Spohn & Tellis, 2012b). Although there is no evidence to suggest that police are more likely to make such suggestions to Black victims, these informal recommendations may foster a more nuanced and hidden form of discrimination in other jurisdictions that is not highlighted in quantitative studies of arrest and prosecution. More research is needed on whether Black female victims have less faith in the ability of police to apprehend their assailant, or if they perceive that the criminal justice system is more likely to discredit their allegations, which carries with it an additional stigma. Such behaviors on the part of legal officials, if they are indeed prevalent, could be an important and overlooked factor underlying racial disparities in arrest reported in prior research.
In conclusion, we do not find support for the sexual stratification hypothesis. This may be due to our inability to control for certain factors that prior research has found to significantly impact clearance. Specifically, a limitation of the NIBRS data is the lack of information regarding the strength of evidence, such as whether the victim submitted to a physical examination, when the sexual assault was reported to police, and whether the victim was intoxicated (which could impact victim believability factors). These types of data are available in individual prosecutor case files but are not reported in large-scale police data, as such we know little about how those types of issues impact police outcomes.
Although there was little support for the sexual stratification hypothesis, the findings did yield broader insights that should inform future research on police decision-making in sexual assault cases. The current study suggests that operationalizing the arrest process as a product of police discretionary authority is overly simplistic and precludes a broader understanding of the sources of case attrition from the system. Prior studies examining the relationship between race and arrest frame the disparity in the use of arrest as the result of selective enforcement on the part of the police. The current study suggests, however, that this is too narrow an interpretation of racial disparities in arrest. The results show that once cases are cleared, race affects the probability of arrest not because race strongly impacts whether cases are solved, but rather that race impacts whether an arrest occurs due to the actions of victims and prosecutors. Future research should explore the ways in which race influences these early and largely unregulated stages of case processing.
Footnotes
Declaration of Conflicting Interests
The authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
Funding
The authors received no financial support for the research, authorship, and/or publication of this article.
