Cityscape at night with interconnected emergency rooms and police stations, symbolizing unreported violence.

Silent Victims: Unmasking the Alarming Rate of Unreported Violent Injuries

"A groundbreaking study reveals that a significant portion of violent injuries go unreported to law enforcement, hindering prevention efforts and demanding a new approach to public safety."


Interpersonal violence remains a pervasive issue in the United States, casting a long shadow over communities and healthcare systems alike. Despite ongoing efforts to curb violence, it continues to be a leading cause of both death and injury. Effective prevention strategies rely heavily on accurate data to understand the scope, patterns, and underlying causes of violence. Law enforcement data has traditionally been a cornerstone for these efforts, yet it paints an incomplete picture.

A concerning reality, highlighted by the U.S. Department of Justice’s National Crime Victimization Survey, is that a significant number of violent crimes resulting in injury go unreported. In fact, over half (52.6%) of these incidents never make their way into official law enforcement records. This gap in data presents a major obstacle for cities striving to develop effective strategies to prevent and respond to violence, as they are operating with incomplete information.

Addressing this critical blind spot requires innovative approaches to data collection and analysis. While studies have examined specific types of unreported violence, such as firearm injuries, a broader understanding of all forms of violent injury is needed. A recent study delved into this issue by quantifying the proportion of violence-related injuries treated in emergency departments (ED) that were not known to law enforcement. The goal was to assess the potential for ED data to complement police data and enhance a city's overall understanding of violence.

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Measuring Hidden Violence

The CDC Injury Center uses data systems to understand when and why violence and injuries occur, assess their burden, and guide prevention in the United States. The CDC's Injury, Overdose, and Violence Dashboard provides data on deaths related to injury, overdose, and violence. The Bureau of Justice Statistics reported that the rate of unreported violent crime with an injury fell from 2.1 per 1,000 people in 2023 to 1.4 per 1,000 in 2024.

Violence as a Public Health Concern

Historical research has traced the development of injury and violence prevention as a public health priority, including the evolution of the CDC's National Center for Injury Prevention and Control. In 2000, the World Health Organization created its Department of Injuries and Violence Prevention to increase the global visibility of unintentional injury and violence and facilitate public health action. Archaeologists investigate ancient violence by examining projectile impacts, injuries on human bones, skeletal preservation, and the environment where remains were found; UNESCO reports that the oldest identified traces of violence are associated with cannibalism.

The Hidden Numbers: Quantifying Unreported Violence

Cityscape at night with interconnected emergency rooms and police stations, symbolizing unreported violence.

The study, conducted as part of a municipal violence prevention program, was a collaborative effort between an urban ED with a Level 1 trauma designation and two urban police departments in the Atlanta metropolitan area. This partnership facilitated the implementation of a comprehensive violence prevention program and surveillance system within the ED. With institutional review board exemption granted, nurses were tasked with screening every patient for violent injury. When present, they meticulously recorded the geographic location of the incident (e.g., address, street intersection, business name) and the date and time it occurred. To protect patient privacy, only incidents occurring in public places were included, excluding any violence within private residences.

Each incident recorded by the hospital was carefully reviewed and geocoded to pinpoint its exact coordinates for mapping purposes. Data on violent crimes causing interpersonal injury (aggravated assault, rape, homicide) already known to law enforcement were gathered from official police reports. To determine the percentage of violent injuries treated in the ED and unknown to police, the researchers employed a spatiotemporal filter. This filter assessed the proportion of non-overlapping events using various time and distance buffers, allowing for a nuanced understanding of reporting patterns.

  • Spatiotemporal Analysis: Researchers used various time (4, 8, and 12 hours) and distance buffers (100, 500, and 1000 meters) to determine if an ED-recorded incident was also present in police records.
  • Jurisdictional Differences: The study focused on incidents within Police Jurisdictions A and B to account for variations in reporting.
  • Data Collection Period: Data was collected from November 20, 2015, to May 4, 2017.
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Evidence from Health Data

A review of street-violence reduction strategies notes that hospital emergency-department data suggest a large percentage of violent incidents in public spaces go unreported to police. The same review identifies data sharing among health services, police, and local organizations as valuable for understanding and responding to violence. A separate study analyzed firearm-injury emergency-department admissions among people aged 18 to 24 using the Healthcare Cost and Utilization Project's Nationwide Emergency Department Sample from 2006 through 2020.

The Cost of Incomplete Reporting

Underreporting of workplace violence is defined as employees failing to report violent events to employers, police, or other officials, and it hinders violence-prevention efforts in two ways. Research on violent injuries notes that crimes causing injury can go unreported to law enforcement, leaving cities with incomplete data for prevention and response. One metropolitan-area analysis compared emergency-department records with reports from two local police departments to estimate the proportion of violent injuries not reported to police.

The results of the study revealed a significant discrepancy between ED data and police reports. Of the 1,654 violent injuries identified through the ED screening program, 1,122 (67.8%) occurred in a public location. Among these, 455 incidents had sufficient location and time information for mapping. Shockingly, the percentage of incidents that went unreported to police was 83.2% in police jurisdiction A and 93.1% in police jurisdiction B, based on a 500-meter distance buffer and an 8-hour time buffer. Sensitivity analyses using different time and distance buffers did not significantly alter these findings, reinforcing the conclusion that a large proportion of violent injuries remain unknown to law enforcement.

A Call to Action: Bridging the Data Gap for Safer Communities

This study underscores the urgent need to bridge the data gap between hospital-treated violent incidents and those known to law enforcement. By combining ED data with police records, cities can gain a more complete and accurate picture of violence in their communities. This comprehensive understanding is crucial for developing targeted prevention strategies and allocating resources effectively. Furthermore, these findings highlight the value of cross-sectoral partnerships and the importance of ED-collected violence data in improving public safety and preventing future harm.

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Timelier Local Intelligence

The CDC's Mapping Injury, Overdose, and Violence Dashboard provides timely, local data on deaths from injury and violence to support understanding, prevention, and lifesaving action. The dashboard emphasizes that injuries and violence, including overdose, suicide, and homicide, affect individuals and communities across the country. The Bureau of Justice Statistics' NCVS Dashboard tracks violent-victimization rates by crime type from 1993 through 2024, creating a long-term view of trends such as simple assault.

Barriers to Reporting

Research on workplace-violence reporting describes resource-constrained settings in which systemic barriers can make reporting more difficult. The identified challenges include understaffing, inadequate reporting infrastructure, and sociocultural stigma. These conditions are reported to be more pronounced in the settings examined by the review.

From Injury to Intervention

Place-based ambulance research examined records involving violence-related injuries severe enough to require transport to an accident and emergency department, using those records to identify potentially unreported serious violence. A hospital-based violence-intervention case report described Kai, a client who suffered multiple firearm injuries and required multidisciplinary care in pediatric and adult Level I Trauma Centers. The case was complicated by behavioral-health issues, poverty, and inadequate access to community-based healthcare.

Where this emergency-department comparison fits among related studies

A later review presents this study as evidence that hospital emergency-department data can reveal violent incidents in public spaces that police records miss.[1]

Subsequent research uses this study to support combining multiple data sources when assessing local violence patterns and prevention needs.[1]

Violent-injury reporting measured by emergency-department and police-record comparison

PopulationData collected in a metropolitan area emergency department and from 2 local police departments[2]
SettingA metropolitan area emergency department and 2 local police departments[2]
ComparisonReport of violent injury[2]
Main outcomeProportion of violent injury unreported to police[2]
Times cited26[2]

What the emergency-department comparison shows, and what it leaves unsaid

The study treats the emergency department as a second window onto violent injury rather than assuming police records capture every event. Its central contribution is the comparison between clinical documentation and police reporting.[2]

Because the evidence comes from a metropolitan emergency department and two police departments, it describes agreement and disagreement between those sources in that setting; it does not by itself establish how the pattern applies elsewhere.[2]

What remains unresolved about the reporting gap

  • How closely would the comparison align in emergency departments and police departments outside the studied metropolitan setting?[2]

About this Article -

Written with AI assistance from published research, and reviewed by the Mystum team. See our About page for more information.

This article is based on research published under:

DOI-LINK: 10.1001/jamainternmed.2018.5139, Alternate LINK

Title: Proportion Of Violent Injuries Unreported To Law Enforcement

Subject: Internal Medicine

Journal: JAMA Internal Medicine

Publisher: American Medical Association (AMA)

Authors: Daniel T. Wu, Jasmine C. Moore, Daniel A. Bowen, Laura M. Mercer Kollar, Elizabeth W. Mays, Thomas R. Simon, Steven A. Sumner

Published: 2019-01-01

Everything You Need To Know

1

What is the main problem highlighted by the study?

The study reveals that a significant number of violent injuries are not reported to law enforcement, creating a data gap. The study highlights how this gap hinders effective violence prevention strategies. It mentions that in specific police jurisdictions, a significant percentage of incidents treated in emergency departments (ED) were not known to law enforcement, using ED data to complement police data. This indicates the need for innovative approaches to data collection and analysis to improve public safety.

2

How was the data analyzed to compare the ED and police data?

A spatiotemporal filter was utilized to compare data from emergency departments (ED) and police reports. This filter used various time (4, 8, and 12 hours) and distance buffers (100, 500, and 1000 meters) to determine if an ED-recorded incident was also present in police records. The use of a spatiotemporal filter allowed researchers to determine the percentage of violent injuries treated in the ED that were unknown to police, enhancing the understanding of reporting patterns and the data gap.

3

What were the key findings regarding unreported violent injuries?

The study's findings indicated a substantial disparity between data from emergency departments (ED) and police reports. Specifically, a large percentage of violent injuries identified through the ED screening program went unreported to police. In police jurisdiction A, 83.2% of incidents, and in police jurisdiction B, 93.1% of incidents were unreported, based on a 500-meter distance buffer and an 8-hour time buffer. This discrepancy underscores the need for a more complete understanding of violence within communities.

4

Why are partnerships between hospitals and police departments important?

Cross-sectoral partnerships, such as those between emergency departments (ED) and police departments, are important for developing comprehensive violence prevention programs. This study specifically involved collaboration between an urban ED with a Level 1 trauma designation and two urban police departments in the Atlanta metropolitan area. Such partnerships enable more effective data collection and analysis, leading to the development of targeted prevention strategies and improved public safety. These partnerships can more effectively bridge the data gap.

5

What does the term "data gap" mean in this context?

The data gap refers to the difference between the number of violent injuries treated in emergency departments (ED) and the number reported to law enforcement. A significant portion of violent injuries go unreported, hindering efforts to develop effective strategies to prevent and respond to violence. By bridging this data gap through collaboration and innovative data collection methods, cities can gain a more accurate understanding of violence and better allocate resources for public safety, thus enhancing the prevention of future harm.

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