Not Harmless: What “Just Joking” Reveals About Bias, Discretion, and Fair Policing

Simulated Group of NYPD Detectives Engaging in a Group Chat

For law enforcement, racial humor is not separate from the work. It can expose the assumptions that shape perception, suspicion, and force.

 

I. They Are Not Harmless

In their 2025 article, The Scope of Racial Bias in Policing: Behavioral Science’s Role in a Systemic Problem, Yale scholars John F. Dovidio and Phillip Atiba Solomon confront a proposition that law enforcement culture too often resists: bias in policing is not limited to openly avowed racism, and it does not depend on an officer seeing himself as prejudiced. Their review of the empirical literature argues that racial disparities in policing are substantial and persistent, and that there is significant evidence that racism, operating in different forms and at different levels, is a major factor. They frame the problem as multilevel—reaching from intrapersonal processes, to interpersonal interactions, to organizational, institutional, and cultural dynamics.

That framing matters because it destroys one of the profession’s most common evasions. The relevant question is not simply whether an officer consciously hates anyone. The relevant question is whether the officer carries perceptions, associations, threat responses, and discretionary habits that can distort judgment in the field. Dovidio and Solomon define bias broadly, encompassing negative perceptions, thoughts, feelings, and actions toward a social group, and they explain that racial inequities in policing can arise not only from express discrimination, but also from officer attitudes, stereotypes, behaviors, and systems that generate racially disparate outcomes.

That is why so-called “harmless” racial jokes inside police culture are not harmless at all. Their significance is not exhausted by whether they offend. Their significance lies in what they reveal. They can expose the associations already operating in the background before an officer makes a stop, interprets resistance, reads body language, decides whether a movement is suspicious, or determines whether force is justified. The behavioral-science literature reviewed by Dovidio and Solomon treats such bias not as an abstract moral defect, but as part of the machinery through which people perceive others and decide how to act toward them. In policing, where authority is exercised through judgment under pressure, that distinction is decisive.

The article is especially clear on this point. It discusses research showing that stereotypes associating Black people with criminality affect perception and response, including studies in which participants more quickly identified crime-related objects after exposure to Black faces and were more likely to misidentify objects as guns when paired with images of Black men. It also reviews research on dehumanization, including work showing that associating Black people with apes altered visual perception, directed attention, and increased endorsement of violence against Black targets. The article further notes anecdotal evidence of officers referring to Black targets in dehumanizing terms and cites a later analysis of police text messages finding openly racist and dehumanizing content. None of that is consistent with the fantasy that degrading humor lives in one compartment while professional judgment lives in another.

For an audience in law enforcement, the harder truth is that these distorted perceptions become more consequential, not less, under actual working conditions. Dovidio and Solomon identify cognitive demand, time pressure, fatigue, crime salience, uncertainty, and officer discretion as conditions that heighten the risk that automatically activated stereotypes will influence behavior. Their review explains that when processing demands exceed available resources, people resort to cognitive shortcuts, including stereotypes associating Black people with crime. It also emphasizes that police officers make life-altering decisions under severe time constraints and often under stressful or dangerous conditions. In other words, the street is precisely where hidden assumptions matter most. The joke is not the stop. The meme is not the frisk. The text message is not the use of force. But each may be a warning sign of the cognitive frame later brought into those encounters.

This point does not require a claim that every officer who participates in this culture is consciously biased or incapable of reform. The article itself distinguishes between explicit and implicit bias and explains that implicit biases are often activated automatically and without awareness. That distinction is critical for a law-enforcement audience that reflexively answers accusations of bias by insisting, often sincerely, “I’m not racist.” The better question is not whether an officer embraces that label. The better question is whether his habits of speech, humor, and group culture reveal threat associations, stereotypes, or dehumanizing narratives that can distort his perception of the people he is sworn to police fairly. Behavioral science says that risk is real.

The profession should therefore stop defending these episodes as mere bad taste. In ordinary life, a joke may reveal character. In policing, it may reveal operational danger. The power to stop, search, arrest, and use force is exercised through perception. If racial humor inside a command normalizes contempt, reinforces criminality stereotypes, or dehumanizes the public, then it is not separate from policing. It is part of the environment in which policing judgment is formed. And once that point is understood, the phrase “harmless joke” ceases to be a defense. It becomes an admission that the profession still misunderstands how bias actually works.

II. Why This Matters in Policing Specifically

Police work is different from ordinary work in one decisive respect: it is built on lawful coercion exercised through human judgment. An officer is authorized to stop, detain, frisk, search, arrest, threaten force, and use force, often in fast-moving encounters where facts are incomplete and discretion is unavoidable. That professional reality makes the question of bias qualitatively different in policing than in other workplaces. In a private office, a degrading racial joke may reveal poor character. In policing, it may reveal something with direct operational significance. It may expose the categories through which an officer reads danger, interprets movement, evaluates compliance, and decides who does or does not receive patience, restraint, or the benefit of uncertainty. That is the point made, in substance, by John F. Dovidio and Phillip Atiba Solomon in The Scope of Racial Bias in Policing: Behavioral Science’s Role in a Systemic Problem. Their article does not reduce policing inequity to a single cause or a single kind of actor. It argues that racial bias in policing operates at multiple levels—individual, interpersonal, organizational, institutional, and cultural—and that these forces converge in ways that shape racially disparate outcomes.

That framework matters for law enforcement because the profession often defends itself with the wrong question. The common response is personal and moral: “I am not racist.” But the article’s structure makes clear that the better question is professional and operational: what influences are shaping police judgment when officers assess threat, suspicion, resistance, and force? Dovidio and Solomon define bias broadly, including negative perceptions, thoughts, feelings, and actions toward members of a social group, and they explain that racism in policing can manifest through officer attitudes, stereotypes, and behavior, as well as through practices and policies that produce systematically negative outcomes by race. That definition is more difficult for a defensive profession because it does not allow the inquiry to stop at self-description. An officer may reject the label of prejudice and still carry assumptions that distort police work.

This is not a semantic distinction. The article documents that Black people experience more negative police contact than White people, including more pedestrian and motor-vehicle stops, more searches, more nonlethal force, and a greater likelihood of lethal force. It discusses evidence that police use of force is significantly more likely in encounters with Black people, especially Black men, and notes body-worn-camera analysis indicating that Black people are 63 percent more likely to experience force in a police encounter than White people, and that force is more likely to occur earlier in the encounter. It also discusses traffic-stop disparities, including the fact that Black and Latine drivers are more likely to be stopped and searched even though searches of White drivers are more likely to produce contraband. These are not abstract academic concerns. They are the job. They are patrol, enforcement, and field discretion in their most routine form.

The law-enforcement tendency to dismiss speech culture as separate from job performance fails because policing is not a profession of pure rule application. It is a profession of interpretation. Officers do not merely discover threat; they assess it. They do not merely record suspicion; they form it. They do not merely respond to disrespect; they also help create the tone of the encounter in which disrespect is perceived. Dovidio and Solomon make this point indirectly but powerfully when they discuss ambiguity and personal discretion as especially relevant in policing. Officers must determine who fits a suspect description, who appears threatening, how to weigh incomplete facts, whether a frisk is warranted, whether a vehicle should be searched, and whether a citizen’s conduct should be read as fear, hesitation, confusion, hostility, or resistance. In the absence of clear-cut rules or strong norms, they explain, reliance on discretion or personal judgment can allow prejudice to shape decisions. That is why bias in policing is not just an attitudinal issue. It is a performance issue.

This is also why the profession’s reliance on the phrase “split-second decision” can be both true and misleading. It is true because the job does involve fast judgment. It is misleading when it is used as if speed sterilizes perception. Speed does not eliminate bias. It can magnify the importance of whatever assumptions are already available to the mind. The officer who carries contemptuous racial scripts into the job does not stop carrying them because the radio is hot or the stop is dynamic. The opposite risk is the one the article emphasizes: that conditions of uncertainty, stress, and cognitive demand make automatic associations more influential. In that setting, dismissive humor is not irrelevant background noise. It may be one of the few visible indicators of the invisible categories that later operate under pressure.

The article’s treatment of community impact underscores why this matters beyond any one encounter. Dovidio and Solomon review evidence that negative contact with police increases psychological distress, depressive symptoms, and even subsequent delinquent behavior among affected adolescents. They also discuss how invasive or unjust police contact undermines trust, reduces willingness to seek police assistance, and depresses engagement with government services, including emergency services. Exposure to police violence suppresses citizen crime reporting and 911 calls, with particularly acute effects in Black and Latine neighborhoods. Those are not merely sociological side effects. They are mission damage. A police profession that weakens reporting, cooperation, and emergency reliance is undermining its own operational capacity.

For a jaded law-enforcement audience, this is the point that should sting most. The profession often hears criticism of racial bias as an accusation from outside—an attack by activists, academics, or people hostile to police authority. The article reframes the issue as something closer to internal quality control. If officers are exercising power in ways that systematically produce more force, more stops, more searches, less respect, and less trust for one racial group than another, then the problem is not merely public relations. It is defective professional performance with measurable public consequences. The job cannot be done fairly if the officer’s perception of who is dangerous, criminal, hostile, or suspicious is being quietly shaped by race-linked assumptions.

This is where the defense of “harmless jokes” becomes professionally unserious. No one needs to prove that every officer who laughs at a degrading meme will commit misconduct in the next encounter. That is not the argument. The argument is that the profession should treat repeated racialized humor as evidence of a cognitive and cultural environment that may distort police judgment. In a job defined by coercive discretion, warning signs matter before the constitutional violation, before the civil suit, before the body-camera clip, and before the indictment. Law enforcement already understands this logic in other domains. Departments do not wait for an actual negligent discharge to care about unsafe weapon handling. They do not wait for a fatal crash to care about reckless driving culture. They do not wait for a corruption prosecution to care about indicators of compromised judgment. The same logic applies here. Speech that normalizes dehumanization, criminality stereotypes, or racial contempt is not harmless to a profession that depends on disciplined perception.

The article also undermines the comforting institutional habit of locating the problem only in “bad apples.” Dovidio and Solomon acknowledge research showing stable individual differences among officers and identify evidence that some officers contribute disproportionately to racially disparate outcomes. But they do not stop there. Their whole framework rejects the idea that policing inequity can be understood solely by isolating a few defective personalities. The point is not that individuals do not matter. It is that individuals operate inside interactions, departments, institutional incentives, and cultural narratives. That matters because law enforcement culture often uses the “bad apple” story as a shield. If a few officers are openly racist, the rest can reassure themselves that the institution is fundamentally sound. The article offers no such easy comfort. It insists that racial inequity in policing is multilevel. That means the profession cannot explain away speech culture as the eccentricity of a few fools if that culture is tolerated, repeated, and normalized in environments where officers learn how to see the public.

The most disciplined way to understand the problem, then, is neither moral panic nor denial. It is professional realism. Police work gives enormous weight to perception. Perception is influenced by stereotypes, threat associations, prior narratives, and learned habits of attention. Departments that allow racialized joking to pass as harmless are allowing officers to rehearse precisely the kinds of assumptions that can later surface in stops, searches, uses of force, and judgments of credibility. That does not make every joking officer irredeemable. It does make the jokes probative. And in a profession where the stakes are measured in liberty, injury, public trust, and legitimacy, probative warning signs are not trivial. They are part of the work.

III. What the Behavioral Science Shows

Dovidio and Solomon’s article is valuable because it refuses the false choice between accusing every officer of conscious racism and pretending bias is imaginary unless someone makes an overt confession. Their review of the literature presents a more rigorous and more uncomfortable account. It explains that bias can be explicit or implicit, personal or structural, conscious or automatic, and still shape policing outcomes. That distinction is central for a law-enforcement audience because it cuts directly against the profession’s most familiar defense: the belief that absence of admitted prejudice equals absence of operational bias. The article says otherwise. It defines explicit prejudice and stereotypes as those a person knows he holds and is willing to express. It defines implicit prejudice and stereotypes as those activated largely automatically, without intention, and often without awareness. That means the relevant question is not whether an officer would say, in calm reflection, that he hates another racial group. The question is what associations are activated when the officer is deciding, under pressure, what he sees and how he should respond.

One of the article’s strongest contributions is its treatment of stereotype content. Dovidio and Solomon describe the longstanding association of Black people with criminality as one of the core stereotypes directly relevant to policing. They review research showing that participants identify crime-related objects more quickly after exposure to Black faces and are more likely to misidentify objects as guns when those objects are paired with images of Black men. The point is not merely that people hold ugly ideas. The point is that those ideas alter visual processing and the interpretation of ambiguous stimuli. In policing, where officers are constantly making fast judgments about hands, waistbands, pockets, body movements, glances, and proximity, that kind of distortion is operationally decisive. It means race-linked stereotypes are not just opinions sitting in the abstract. They can shape what an officer believes he is looking at.

The article’s review of the “shoot/don’t shoot” literature drives the point further. It explains that participants in these simulations tend to mistakenly shoot unarmed Black men at higher rates than unarmed White men and to respond more quickly to unarmed Black men. It also notes that the bias is stronger among participants and officers who more strongly endorse the stereotype of Black people as dangerous or criminal. That matters because it rebuts the notion that bias only lives in crude spoken hatred. The relevant association is danger. Once Blackness is more readily connected to threat, violence, criminality, or hostility, the officer’s error pattern changes. The mistake is not random. It is racially structured.

Dovidio and Solomon also devote significant attention to dehumanization, and this is where the article becomes especially important for the specific subject of racial humor. They discuss research by Goff and colleagues on the tendency to associate Black people with apes and explain that this dehumanizing association alters visual perception, directs attention, and increases endorsement of violence against Black targets. They also recount anecdotal evidence of Los Angeles officers referring to the beating of Black people as “monkey slapping time,” describing a Black family as “gorillas in the mist,” and referring to a Black death as “NHI”—“no humans involved.” More recent analysis, they note, found Berkeley police text messages that were openly racist and dehumanizing. These examples matter because they expose the continuity between speech and action. Dehumanizing language is not a side issue. It reflects and reinforces the very cognitive frame in which violent or dismissive treatment becomes easier to justify.

The article is equally forceful on threat. It explains that threat is highly salient in police work and that officers often become suspicious and intent on maintaining an edge, particularly in encounters involving Black targets. Dovidio and Solomon review research showing that police use of force during stops of Black pedestrians increased after officers were killed by Black assailants, that Black faces can spontaneously arouse threat, and that neutral facial expressions of Black persons are more likely to be perceived as angry by those higher in implicit racial bias. They also discuss studies showing that when police officers or probation officers are primed with words related to Black stereotypes, they view a juvenile offender as more hostile and culpable even where race is not directly identified. This is not a morality play. It is a theory of distorted threat perception with direct application to patrol work.

The article then identifies the contextual conditions that make these risks worse. Cognitive demand, crime salience, officer inexperience, and officer discretion are all highlighted as situational factors that heighten the risk of discriminatory police behavior. When the demands of a situation exceed processing resources, the article explains, the mind falls back on cognitive shortcuts, including stereotypes associating Black people with crime. Police officers, the article notes, face multiple simultaneous demands and make life-altering decisions under severe time constraints and often under dangerous conditions. Interracial contact can itself act as an additional stressor. Fatigue worsens matters: officers show higher implicit prejudice after nights with less sleep, and tired officers exhibit stronger racial bias in decisions to shoot. Time pressure also intensifies racialized error patterns. This is the behavioral-science bridge between culture and conduct. It explains why bias matters most where officers often imagine professionalism matters most: in the dynamic encounter.

Crime salience is another critical mechanism, especially for law enforcement. Dovidio and Solomon explain that police culture often emphasizes crime control to the exclusion of other aspects of policing, such as service, accuracy, or positive public contact. That emphasis heightens the accessibility of stereotypes linking Black people, particularly Black men, with crime-related concepts. The article notes that when police officers are placed in settings where crime is emphasized, they attend more quickly to Black male faces and are more likely to falsely identify Black men in lineups. It also uses gang enforcement to illustrate how stereotypic associations migrate into practice. Although White gang membership is substantial and criminal activity rates are comparable, gang membership remains strongly stereotyped as Black or Latine, and Chicago’s gang databases became overwhelmingly populated by Black and Latine entries, with consequences for investigations, background checks, immigration enforcement, and sentencing. The lesson is straightforward: once a stereotype is operationalized, it does not remain private belief. It becomes record creation, classification, suspicion, and administrative burden.

The article’s discussion of inexperience and expertise is also important because it resists both fatalism and complacency. Dovidio and Solomon note that younger and less experienced officers are more likely to use force and more likely to be investigated for it, and they explain that uncertainty increases reliance on limited cues such as race, gender, or presence in a high-crime area. At the same time, they review literature showing that training and practice can improve accuracy and reduce certain racialized errors, particularly in simulation settings. That dual point matters. The science does not say officers are doomed to bias in every encounter. It does say that training, experience, and skill do not erase the underlying mechanisms, especially where ambiguity, fatigue, time pressure, and threat perception remain central features of the work. The professional error is to take the existence of training as proof that the problem is solved. The article offers no basis for that confidence.

The final piece of the science, and perhaps the most professionally significant, is discretion. Dovidio and Solomon emphasize that ambiguity and personal discretion are especially relevant in policing. Officers must continually interpret conduct and decide what facts matter, what response is warranted, and whether escalation is justified. They explain that when clear rules or strong norms are absent, White people, including White officers, are more likely to act in ways that favor White persons and disadvantage non-White individuals. They further note that officers’ discretionary exercise of stop, search, and force powers is not meaningfully constrained in many settings, and they cite California evidence showing that officers searched Black individuals at over twice the rate of White individuals even though discovery rates were higher for Whites. This is the core scientific answer to the “harmless joke” defense. The real danger of biased humor is not simply that it reveals offensive opinion. It reveals what may enter discretionary judgment where the rules give room to choose.

Taken together, the science Dovidio and Solomon review does not support the comforting law-enforcement fiction that bias is relevant only when it is confessed, extreme, and cartoonish. It supports a more difficult conclusion: policing is uniquely vulnerable to the operational consequences of automatic stereotypes, threat associations, dehumanizing narratives, fatigue, stress, and discretion. In that context, racialized joking is not trivial because it may reveal, reinforce, and normalize the very assumptions the science identifies as most dangerous when officers act under pressure.

IV. From Humor to Street-Level Decision-Making

The distance between a racial joke and a street encounter is shorter than police culture likes to admit. It is shortened by the mechanics of perception, by the tone of the encounter, and by the way contempt shapes both. Dovidio and Solomon’s review is especially useful here because it does not require a crude claim that one offensive joke mechanically causes one unconstitutional stop. The article makes a more disciplined argument. It shows how stereotypes, dehumanization, and threat perception shape what officers notice, how they interpret ambiguity, and how they interact with the public. Once those mechanisms are understood, the professional relevance of racialized humor becomes much harder to deny. The joke matters because it is evidence of the frame through which the citizen may already be viewed.

The article’s discussion of dehumanization makes the point with particular force. When officers describe Black people in ape-related or subhuman terms, that is not merely coarse language. Dovidio and Solomon review research showing that dehumanizing associations alter visual perception and attention and increase endorsement of violence against Black targets. They further recount police anecdotes and later text-message evidence demonstrating that such language is not hypothetical. For a profession that insists its judgments are shaped by training and facts, this is a serious problem. Dehumanization is not a decorative vice. It strips the target of the ordinary presumption of dignity and lowers the mental barriers that ordinarily restrain force, empathy, patience, and doubt. A citizen who has already been pushed, even mentally, toward the category of “less than fully human” enters the encounter at a structural disadvantage.

The next step in the chain is tone. Dovidio and Solomon discuss body-worn-camera research showing that officers speak with less respect to Black than to White community members during routine traffic stops and display a more negative tone in those communications. That finding is essential because it moves the argument out of the purely internal world of thought and into the observable interaction itself. Disrespect and negativity are not post hoc interpretations by critics. They are measurable features of how officers talk. The article rightly notes that this line of research casts doubt on the standard explanation that suspect resistance or noncompliance is the sole factor escalating police-resident interactions. That is a critical intervention in the law-enforcement narrative. It means escalation is not always something the officer passively encounters. It can be something the officer helps create through the interactional frame he brings into the stop.

This is where humor becomes operational. An officer who participates in racialized joking is not merely revealing private taste. He may be rehearsing the categories that later appear in speech. The citizen is more likely to be addressed with less respect, a sharper edge, a shorter fuse, or a more suspicious posture. That change in tone then alters the citizen’s reaction. A nervous citizen becomes more nervous. A wary citizen becomes more defensive. A frightened citizen becomes less verbally fluid, less relaxed, and more likely to engage in the kinds of self-regulatory behavior officers often read as evasive or guilty. The article’s discussion of stereotype threat is important here. Black people, it explains, are more likely than White people to report concern that officers stereotype them as criminals. Black men report that encounters with police would produce anxiety, self-regulatory efforts, and behaviors commonly viewed by officers as suspicious. The effect is viciously circular. The officer’s biased frame produces an interactional style that makes the citizen look, to that same biased frame, more suspicious.

The article also explains why this circularity is so dangerous in policing specifically. Officers work under ambiguity, time pressure, stress, and crime salience. Under those conditions, the mind is more likely to rely on shortcuts. If the shortcut already links Blackness with criminality, danger, anger, gang affiliation, or heightened threat, then the citizen’s defensive conduct is more easily misread as confirmation. In that sense, biased humor is not just expressive. It is preparatory. It keeps the stereotype cognitively available. It keeps contempt socially acceptable. It keeps the category emotionally familiar. Then, when the encounter arrives, the officer is more prepared to see what the stereotype has already suggested should be there.

Dovidio and Solomon’s review of force disparities gives this chain practical weight. The article states that Black people are more likely to experience force, more likely to experience it sooner in the encounter, and more likely to be subjected to lethal force. It also notes that these disparities persist even when researchers control for many other factors. That does not mean every use of force is racist. It does mean that a profession serious about its own legitimacy cannot dismiss evidence that its discretionary powers fall more harshly and more quickly on one racial group than another. In that setting, the internal culture that normalizes racial contempt is not some separate moral failing. It is part of the operational ecology in which those disparities are produced and rationalized.

There is a further consequence that law enforcement often understates because it is harder to quantify in the moment: once communities come to expect disrespect, unwarranted suspicion, or force shaped by racialized perception, cooperation erodes. Dovidio and Solomon review evidence that police violence and invasive or unjust police contact suppress trust, citizen crime reporting, emergency-service use, and willingness to engage with police or local government. They also discuss “collective autonomy,” in which communities distance themselves from public institutions while building their own networks of support and self-protection. For police leaders, that should be read not as political rhetoric but as a functional loss of capacity. A department cannot alienate the people it serves, normalize contempt toward them, and then act surprised when witnesses stop calling, victims hesitate, and neighborhoods retreat from engagement.

A skeptical audience may still object that officers have always used dark humor to manage stress and that critics are confusing venting with conduct. The article gives no support for treating that distinction as dispositive. Its central lesson is that attitudes, stereotypes, threat perceptions, organizational practices, and cultural narratives interact. The officer does not carry humor in one box, threat perception in another, and discretionary judgment in a third. The profession itself trains, socializes, and rewards integrated habits of thought and response. The same officer who jokes in one context is still the officer who decides, in another context, whether a movement is hostile, whether resistance is real, whether a person looks older and more culpable than he is, whether a stop should escalate, and whether force is justified. Dovidio and Solomon’s multilevel model matters because it rejects the fantasy of neat compartments.

The professional conclusion is therefore narrower than a slogan and more serious than a sermon. The argument is not that every officer who shares a racist meme will commit misconduct tomorrow. The argument is that repeated racial humor is probative of a cognitive and cultural environment that can degrade street-level judgment. It reveals the stories officers tell themselves about the people they police. It reveals who is mentally coded as criminal, dangerous, disrespectful, or less human. It reveals whether contempt is being normalized in a profession that depends on disciplined restraint. And because those judgments are then exercised through lawful force and discretion, law enforcement has no credible basis to wave the issue away as harmless. The profession does not need more denial on this point. It needs more honesty about how bias actually enters the work.

V. The Culture Problem Inside the Profession

If John F. Dovidio and Phillip Atiba Solomon are right—and the weight of the article is that they are—then law enforcement cannot solve this problem by isolating a few crude officers and pretending the larger profession remains untouched. Their framework is explicit: racial bias in policing operates at the nano-, micro-, meso-, macro-, and mega-levels. That means the problem is not exhausted by one officer’s thoughts or one officer’s mouth. It also includes organizational rules and practices, cross-institutional arrangements, and the cultural stories that justify and normalize unequal treatment. In their formulation, the meso-level concerns organizational processes associated with policies and practices that produce racially disparate outcomes, the macro-level concerns pan-organizational or institutional processes that determine outcomes across systems, and the mega-level concerns narratives, ideologies, and beliefs that rationalize those systems. Once the problem is understood at those levels, the line between “just a joke” and “just the culture” disappears. The joke is culture speaking in miniature.

The meso-level point is especially important for police audiences because it strips away one of the profession’s favorite excuses. Dovidio and Solomon explain that organizational influences can create and sustain racial disparities through racially discriminatory policies and practices without conscious intention or even awareness among the people carrying them out. In their words, meso-level biases are typically implicated by discriminatory outcomes. They further note that organizations are often assumed to be race-neutral bureaucratic structures, but in practice their “perspectives, perceptions, and processes” are frequently racialized. Even people motivated to be egalitarian can contribute to unfair outcomes because they enact rules that systematically disadvantage one group. That is a direct challenge to the institutional reflex that absence of confessed animus equals institutional innocence. It does not. A department can produce unfairness through policy, custom, informal expectations, and tolerated practices while many of the people inside it insist, sincerely, that they bear no hostility at all.

That insight should sound uncomfortably familiar to anyone who has actually worked in policing. Departments are not governed only by written directives. They are governed by what gets rewarded, what gets ignored, what gets laughed off, what becomes career suicide to challenge, and what younger officers are taught to interpret as normal. Dovidio and Solomon’s discussion of police culture makes the point directly. They note that, beyond the broader occupational culture of policing, officers belong to many different groups and may adhere to multiple subcultures, including those at the organizational, rank, and unit levels. Those subcultures can affect officers’ propensities to engage in excessive force against Black people and to tolerate such acts by other officers. That matters because it means the profession’s real moral weather is often set not by the formal mission statement but by the unit, the platoon, the command, the specialized team, and the people to whom an officer looks for belonging and advancement. In those spaces, “harmless jokes” are rarely random. They are markers of who belongs, who can be mocked, and what forms of contempt are safe to display.

Dovidio and Solomon also show that police culture is not only about camaraderie or stress management. It carries prototypes—normative images of what a real officer is supposed to be. The article discusses the “warrior prototype,” a model that valorizes gun-centric, aggressive masculinity and teaches officers to see themselves as living in an intensely hostile world. The article notes scholarship observing that American police culture and training encourage a warrior mentality in which officers conceptualize their relationship to the public as a kind of war and identify the enemy in gendered and racialized ways, primarily as Black and male. That orientation, the article explains, contributes substantially to a tendency to perceive threat from the initiation of an encounter and therefore to respond with excessive force more readily than the situation warrants. The article also reports that greater endorsement of traditional police culture—which includes distrust of the public, a crime-fighting orientation, and concerns about danger and bravery—relates to greater support for use of force and less support for procedural justice. In plain language, the culture does not just teach officers how to survive. It can teach them whom to fear, whom to distrust, and whom to meet first with force rather than restraint.

That is why racial humor inside the profession is not incidental to the culture problem. It is one of the ways culture becomes visible. A warrior mindset does not operate only through tactical instruction. It operates through stories, archetypes, slang, mockery, and shared assumptions about who the likely enemy is. If the profession repeatedly jokes about Blackness as danger, criminality, disorder, or lesser humanity, then the cultural prototype has already done its work before the first call comes over the radio. The article’s discussion of mega-level processes is crucial on this point. Dovidio and Solomon describe mega-level influences as the stories and narratives told within and about a culture that justify and perpetuate inequities. Those stories, they explain, can create a significant overestimation of racial progress and can include narratives about race and crime that pervade daily life and serve to justify institutional and cross-institutional treatment of marginalized groups while obscuring discriminatory outcomes. The profession’s most durable defenses often live precisely at that level: the story that criticism of bias is anti-police, the story that crime control excuses all disparities, the story that speaking about race is itself the problem, and the story that officers who joke crudely can still be relied on to police impartially. Those are not neutral observations. They are culture-protective narratives.

The article’s treatment of colorblindness sharpens the point further. Dovidio and Solomon note that colorblindness is often presented as the desirable practice of treating people without regard to race. But they also explain that, in practice, colorblindness often exacerbates intergroup tensions and reinforces group hierarchy because it cloaks subtly biased interpersonal behaviors, organizational practices, and societal policies that perpetuate inequity. That insight matters for policing because colorblind rhetoric is one of the profession’s preferred forms of self-defense. Officers often answer concerns about racially charged language by insisting they “treat everyone the same.” The article suggests that this language can itself become part of the problem. It allows the profession to keep its rituals of contempt while avoiding scrutiny of how those rituals shape perception, policy, and outcomes. In other words, a command can say race does not matter even while race-linked assumptions continue to govern who is stopped, searched, spoken to harshly, or treated as dangerous.

Dovidio and Solomon’s discussion of organizational justice offers a different path and, in doing so, reveals what is missing when departments tolerate biased humor as normal culture. The article explains that police officers who perceive their own department as more procedurally fair trust supervisors more, experience greater personal well-being, and more strongly endorse democratic forms of policing. Officers who view their organization as fairer are also less likely to adhere to the code of silence, less likely to believe noble-cause corruption is justified, and less likely to engage personally in misconduct. The article further notes that higher perceptions of organizational justice are associated with greater internal commitment and greater external trust in the public, and that officers who perceive more procedural justice more strongly endorse community-oriented policing. That is not a side note. It means internal culture and external conduct are linked. A department that treats contempt, silence, and mockery as normal is not merely injuring morale. It is building the very conditions under which misconduct is easier to excuse and democratic policing harder to sustain.

The article’s “inside-out” logic should be taken seriously here. Dovidio and Solomon cite research showing that a greater commitment to procedural justice is associated not only with better internal relations among officers but also with more favorable and cooperative external relations with the public. They also note evidence that even a single positive interaction initiated by an officer can improve attitudes toward police and increase perceptions of legitimacy among both Black and White residents. That is the opposite of the joke culture. One orientation treats the public as a source of threat and irritation; the other treats the public as the constituency from which legitimacy must be continually earned. Departments cannot claim to want the latter while permitting the former to flourish informally in the hallways, the text threads, the cars, the roll calls, and the squad rooms.

The profession therefore faces a harder truth than it usually admits. The problem is not merely that some officers say ugly things. The problem is that those things are often spoken inside an institutional setting that teaches officers what to dismiss, what to fear, what to ridicule, and what not to challenge. Dovidio and Solomon’s multilevel model does not allow the institution to hide behind individual denials. If the culture normalizes race-linked contempt, if subcultures reward silence, if organizational justice is weak, and if institutional narratives still justify aggressive disparities as necessary or inevitable, then the profession is not dealing with isolated bad language. It is dealing with a cultural system that can carry bias from the joke to the judgment, from the unit norm to the stop, and from the informal code to the formal outcome.

VI. Why Officers Should Treat This as a Professional Warning Sign

The profession should treat racialized humor, dehumanizing language, and contemptuous internal speech the way it treats any other early indicator of impaired judgment: as a warning sign that deserves attention before the catastrophic event. Dovidio and Solomon’s article provides the reason. Their review does not present bias as an occasional moral lapse detached from police work. It presents bias as a set of interwoven processes that affect perception, communication, threat assessment, organizational norms, and public legitimacy. For officers who think this is another demand for ideological confession, that is the wrong reading. The argument is professional, not therapeutic. No agency that authorizes coercive force can afford to ignore signals that its members may be carrying race-linked assumptions into discretionary encounters.

Law enforcement already understands this logic in every other serious domain. A negligent discharge is rarely treated as the first meaningful sign of a weapons problem. Agencies look earlier—to muzzle discipline, casual shortcuts, poor safety habits, cavalier talk, and tolerated recklessness. Vehicle crashes are examined not only at the moment of impact but through the culture that preceded them: pursuit mentality, fatigue, seatbelt habits, supervisory tolerance, and informal bravado. Integrity failures are not assessed only when the indictment drops. Good commands care about the smaller signs—corners cut, paperwork games, sham justifications, silence around misconduct, unit norms that reward aggression and punish candor. The article gives the profession every reason to treat racialized humor in the same way. If that humor reflects dehumanization, criminality stereotypes, or threat associations, then it is not merely speech. It is evidence that the officer’s perceptual and cultural frame may already be compromised.

Dovidio and Solomon’s treatment of organizational justice makes this warning-sign logic even sharper. They cite research showing that officers who perceive greater fairness inside the department are less likely to follow the code of silence, less likely to justify noble-cause corruption, and less likely to engage in misconduct. That means leadership does not get to treat internal culture as a soft issue. It is tied to whether officers intervene, whether they excuse wrongdoing, and whether they remain capable of democratic policing. When a command shrugs at racialized joking or tells everyone to stop being so sensitive, it is not showing toughness. It is communicating what kinds of degradation will be normalized, what kinds of concerns are unwelcome, and what kinds of biases are safe to carry unexamined. In a profession where silence and rationalization can be fatal, that is a dangerous message.

The article’s discussion of bystander intervention is especially relevant for officers who still want to reduce the issue to private speech. Dovidio and Solomon note the large body of evidence showing that people generally overestimate their willingness to intervene against discrimination and then fail to act when the moment arrives. They cite the murder of George Floyd while other officers looked on as a tragic example of police bystander nonintervention. The article further notes that bystander-intervention training can increase officers’ stated likelihood of acting and their confidence in intervening to address peers’ or supervisors’ unethical and dangerous behavior. It then makes the broader point that training alone is not enough; complementary macro-level policy interventions such as the Department of Justice’s affirmative duty to intervene are needed, and coordinated initiatives across levels are likely to be more effective than isolated efforts. That is directly relevant to the “harmless joke” defense. A culture that normalizes biased humor is also likely to normalize passive listening, professional retreat, and nonintervention. The question is not only what the joker thinks. It is what the audience learns about whether stepping in is expected or career-limiting.

Officers should also treat these warning signs seriously because the costs are not confined to discipline cases or lawsuits. Dovidio and Solomon document how racially disparate policing degrades public trust, suppresses crime reporting, reduces willingness to call 911, and drives communities away from engagement with police and other public institutions. They discuss how exposure to police violence, invasive stops, and force has enduring mental-health and physical-health effects and how these harms radiate beyond the immediate target to the broader community. This is not peripheral to the mission. It is the mission. A police department that fosters or tolerates speech reflecting racial contempt is not just risking embarrassment. It is risking the ability to secure cooperation, gather information, solve crimes, and maintain legitimacy. Every officer who says the public has become less cooperative should understand that culture and contact are not separate problems. They are linked.

The article’s treatment of warrior culture underscores why officers should resist the temptation to dismiss this as sensitivity politics. Dovidio and Solomon cite scholarship observing that police training and culture in the United States encourage a warrior mentality, teaching officers to see the world as hostile and to conceptualize their relationship with the public as war. They explain that this mindset contributes to perceiving threat from the initiation of an encounter and to more forceful responses than circumstances warrant. They also note that traditional police culture—distrust of the public, danger consciousness, crime-fighting orientation—correlates with greater support for force and less support for treating community members with respect through procedural justice. For jaded officers, the question is not whether danger is real. Of course it is. The question is whether a culture built around constant threat inflation can coexist safely with informal racial contempt. Dovidio and Solomon’s answer, in substance, is no. The combination is exactly what turns stereotype into readiness for aggression.

Nor does the “guardian” language, standing alone, solve the problem. The article warns that warrior and guardian orientations are not always as opposite as they appear. In some forms, both can coexist with aggressive, racialized policing. That should caution departments against superficial branding exercises. A command can talk guardian values by day and still tolerate contemptuous unit culture by night. It can roll out posters, trainings, and polished public statements while leaving intact the informal speech, stories, and group expectations that tell officers whom to fear, whom to ridicule, and whom to treat as presumptively suspect. The warning sign, then, is not just the joke itself. It is the gap between formal language and actual culture. Departments serious about the issue must look where the profession often least wants to look: informal talk, peer reinforcement, supervisor reaction, unit legend, and who gets rewarded for challenging the room.

A mature profession should want these warning signs surfaced early. That is how competent institutions protect themselves. They do not wait for the federal monitor, the viral video, the suppression hearing, the civil verdict, or the criminal charge to begin caring about indicators of distorted judgment. Dovidio and Solomon argue that multilevel, coordinated responses are necessary because racial bias in policing is produced and sustained across multiple levels at once. That recommendation should be read not as academic overcomplication but as an instruction about seriousness. When the warning sign is cultural, the response cannot be merely individual. When the warning sign reflects organizational justice, the response cannot be merely symbolic. When the warning sign implicates macro-level policy and mega-level narrative, the response cannot be confined to a one-day seminar. The profession should treat racialized humor as the sort of signal that requires leadership, supervision, policy, and cultural correction before it becomes operational failure in the field.

The jaded answer will always be that officers need a place to vent and that critics do not understand the pressure of the work. But Dovidio and Solomon’s article does understand pressure, and that is precisely why the warning matters. Pressure, fatigue, danger salience, and ambiguity are the conditions under which automatic stereotypes and threat associations matter more, not less. In that environment, contemptuous humor is not harmless steam release. It may be the audible form of the same mental associations that later shape perception and escalation. Officers do not need to accept political slogans to grasp that point. They only need to accept the professional proposition that in a job governed by judgment, the habits that distort judgment are everybody’s business.

VII. Conclusion: What Reflection Requires

The profession does not need another round of denial dressed up as realism. It does not need another ritual insistence that the public “doesn’t understand the job,” that “there are bad people everywhere,” or that ugly language should be ignored unless it is followed immediately by provable misconduct. John F. Dovidio and Phillip Atiba Solomon’s article strips away that evasive comfort. Their argument is not that every disparity proves discrimination or that every officer who rejects the label “racist” is lying. Their argument is more difficult and more useful: racial bias in policing operates across multiple levels at once, from individual perceptions and interpersonal conduct to organizational practices, institutional structures, and cultural narratives. That is the framework reflection requires. It requires the profession to stop pretending the issue begins and ends with a few openly hateful individuals and to confront the broader system of perception, policy, and story that keeps producing the same patterns.

The article’s multilevel model matters because it forces the profession to abandon false compartments. The officer’s joke is not wholly separate from the unit’s culture. The unit’s culture is not wholly separate from supervisory tolerance. Supervisory tolerance is not wholly separate from organizational justice. Organizational justice is not wholly separate from whether officers intervene or adhere to silence. And none of those are wholly separate from the larger narratives that teach the profession and the public what policing is for, whom it is meant to fear, and what disparities are supposed to be treated as normal or inevitable. Dovidio and Solomon expressly argue that processes at each level can independently produce and sustain racial bias and that the five-level framework should be developed further as a conceptual model of how those processes combine to create, sustain, and justify racial disparities in policing. That is not academic excess. It is a warning that piecemeal honesty will not be enough.

What, then, does reflection require of law enforcement personnel who believe they are fair? First, it requires giving up the lazy idea that fairness is proven by self-description. The article makes plain that bias can operate through automatic associations, organizational outcomes, and cultural narratives even where personal animus is absent or denied. Reflection therefore begins with humility about the limits of one’s own self-assessment. An officer may truly believe he polices everyone the same and still carry stereotypes, threat associations, or learned habits of disrespect that alter whom he stops, how he speaks, what he notices, and when he escalates. Reflection is not self-condemnation. It is disciplined suspicion toward one’s own certainty in a profession where certainty is often cheapest and most dangerous.

Second, reflection requires taking culture seriously as part of the work. Dovidio and Solomon’s discussion of organizational justice, subcultures, the warrior prototype, bystander intervention, and mega-level narratives leaves little room for the fantasy that speech culture is just a side show. If officers are socialized in settings where the public is distrusted, danger is inflated, Blackness is racially coded to crime and threat, and jokes are used to normalize contempt, then that culture becomes part of operational judgment. Reflection therefore requires looking not only inward but sideways: at the room, the unit, the command, the text chain, the roll call, the supervisor’s reaction, the silence after the joke, the laugh that signals permission, and the punishment that follows candor. A serious profession cannot ask only whether one officer is prejudiced. It must ask what kinds of prejudices its culture makes easy to keep.

Third, reflection requires rejecting the comfort of symbolic reform. Dovidio and Solomon explicitly recommend coordinated initiatives across levels because efforts concentrated at only one level are unlikely to be sufficient. Training can matter. Selection can matter. Organizational justice can matter. Policy intervention can matter. Cultural narratives can matter. But none is enough in isolation because the problem itself is not isolated. That should be read as a rebuke to the familiar performative cycle in policing: a scandal, a press conference, a training, a slogan, a temporary sensitivity to optics, and then a quiet reversion to the same informal culture underneath. Reflection worthy of the profession would ask harder questions. What gets measured? What gets rewarded? What gets ignored? What is the department teaching officers to admire? What forms of contempt are treated as harmless? What forms of intervention are treated as betrayal? Where is the code of silence still stronger than the duty to intervene?

Fourth, reflection requires seeing legitimacy not as a public-relations asset but as an operational necessity. Dovidio and Solomon document the cost of getting this wrong: distrust, withdrawal, suppressed reporting, diminished use of emergency services, and broad community harm. A police agency cannot afford a culture that repeatedly tells parts of the public they are viewed with suspicion, addressed without dignity, and spoken about as less worthy of restraint or concern. The profession often talks about officer safety as if legitimacy were a secondary or softer value. The article suggests the opposite. A department that steadily erodes public trust through discriminatory treatment and the culture that rationalizes it is degrading the very conditions under which safer, more effective policing becomes possible. Reflection, then, is not a concession to critics. It is fidelity to the mission on terms more serious than slogan and more demanding than defensiveness.

Finally, reflection requires honesty about what the profession keeps calling harmless. Harmless things do not repeatedly align with dehumanization research, criminality stereotypes, threat inflation, force disparities, diminished procedural justice, weakened intervention, code-of-silence dynamics, and degraded community trust. Harmless things do not fit so neatly into the very multilevel model Dovidio and Solomon use to explain how racial inequity in policing is created and maintained. Harmless things do not keep showing up in the same occupational spaces where officers learn whom to fear, whom to mock, and what kinds of conduct are beyond challenge. The profession can keep using the language of harmlessness if it chooses. But at this point that choice would not be evidence of realism. It would be evidence that law enforcement still prefers narrative protection over professional self-examination.

Reflection, then, is not about ritual guilt. It is about professional seriousness. It is about understanding that in policing, where coercive authority is exercised through human judgment, the mind that laughs at dehumanization, the culture that tolerates it, and the institution that rationalizes it are all part of the same problem. The profession does not have to accept every accusation made against it. But it does have to accept the harder lesson Dovidio and Solomon press upon it: bias is not only what a bad officer declares. It is also what a profession permits, reproduces, and teaches itself not to see.

Deep-Dive Audio Supplement: Why Police Jokes Signal Operational Failure

A deep-dive audio supplement titled “Why Police Jokes Signal Operational Failure” serves as a strategic briefing on how so-called harmless joking inside law enforcement can expose compromised judgment, normalized dehumanization, and impaired discretionary policing. Designed for command staff, legal auditors, prosecutors, monitors, and police executives, this supplement explains why racialized humor is not a side issue of morale or locker-room culture, but an operational warning sign tied to perception, threat assessment, escalation, and legitimacy. It frames internal joking, meme-sharing, and phone-based banter as indicators of a deeper institutional failure: the collapse of the boundary between contemptuous speech and field decision-making.

About the Author

Eric Sanders is the owner and president of The Sanders Firm, P.C., a New York-based law firm concentrating on civil rights and high-stakes litigation. A retired NYPD officer, Eric brings a unique, “inside-the-gate” perspective to the intersection of law enforcement and constitutional accountability.

Over a career spanning more than twenty years, he has counseled thousands of clients in complex matters involving police use of force, sexual harassment, and systemic discrimination. Eric graduated with high honors from Adelphi University before earning his Juris Doctor from St. John’s University School of Law. He is licensed to practice in New York State and the Federal Courts for the Eastern, Northern, and Southern Districts of New York.

A recipient of the NAACP—New York Branch Dr. Benjamin L. Hooks “Keeper of the Flame” Award and the St. John’s University School of Law BLSA Alumni Service Award, Eric is recognized as a leading voice in the fight for evidence-based policing and fiscal accountability in public institutions.

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