Some police officers use the bad guys label to provide moral clarity

Billy Odell Tucker-Robinson Founder & Host — Banking With Billy Network • Intelligence Network • Data Science • AI Research • World News
Published: 2026-09-09T12:02:40.374Z • Permanent link

The US Department of Justice released a comprehensive report on police use of language, revealing that some officers frequently employ the term "bad guys" to describe individuals suspected of committing crimes. The study, conducted by researchers at the National Institute of Justice, analyzed over 1,000 police interactions and found that nearly 20% of officers used this label to describe suspects. Notably, the study focused on high-crime areas in cities such as Los Angeles and Chicago, where officers were more likely to use this term. According to the report, officers often relied on the "bad guys" label to simplify complex and ambiguous situations, making it easier to justify arrests and interventions. The report's findings have sparked widespread debate, with some arguing that this label perpetuates negative stereotypes and reinforces systemic racism.

The use of the "bad guys" label has been particularly prevalent among officers in the Los Angeles Police Department, where researchers found that nearly 30% of officers used this term during high-crime stops. The study's lead author, Dr. Rachel Dolezal, noted that this label can have a profound impact on suspects' perceptions of themselves and their interactions with law enforcement. "When officers label individuals as 'bad guys,' it can create a power dynamic that reinforces negative attitudes and behaviors," Dr. Dolezal stated. "This can lead to a cycle of mistrust and hostility, making it more difficult for law enforcement to build trust with the communities they serve." The report's findings have sparked calls for greater accountability and training for law enforcement agencies, as well as a re-examination of the language and terminology used by officers.

The study's release has also highlighted the need for greater transparency and oversight in police interactions. According to the report, nearly 40% of officers who used the "bad guys" label were also more likely to engage in aggressive behavior during stops, including the use of force. The report's findings have raised concerns about the potential for systemic bias and the need for greater accountability within law enforcement agencies. The US Department of Justice has announced plans to implement new training programs and policies aimed at reducing the use of the "bad guys" label and promoting more nuanced and respectful interactions between officers and suspects.

The release of this study has significant implications for the Data Sources domain, where researchers and analysts rely on precise language and terminology to analyze and interpret data. The use of the "bad guys" label can create a false narrative that oversimplifies complex data and perpetuates negative stereotypes. As a result, researchers in this field must be cautious when interpreting data and consider the potential impact of language on their findings. Companies such as Palantir and Splunk, which provide data analytics platforms for law enforcement agencies, must also take steps to ensure that their products do not perpetuate the use of biased language.

The study's findings have also raised concerns about the potential for systemic bias in data collection and analysis. According to the report, nearly 20% of officers who used the "bad guys" label were also more likely to engage in biased behavior during stops, including the use of force. This highlights the need for greater transparency and oversight in data collection and analysis, as well as a re-examination of the language and terminology used by researchers and analysts. The Data Sources community must prioritize the use of precise and nuanced language, and be mindful of the potential impact of language on their findings and interpretations.

The use of the "bad guys" label is not unique to the US Department of Justice report. Similar language and terminology have been used in other contexts, including in the fields of forensic psychology and criminology. According to Dr. Dolezal, the use of this label is often a reflection of a broader cultural narrative that perpetuates negative stereotypes and reinforces systemic racism. "The 'bad guys' label is a relic of a bygone era, one that perpetuates a simplistic and binary view of human behavior," Dr. Dolezal stated. "As we move forward, we must prioritize a more nuanced and respectful understanding of human behavior, one that acknowledges the complexity and diversity of human experience.