National Violent Death Reporting System Research Articles

Detecting intimate partner violence circumstance for suicide: development and validation of a tool using natural language processing and supervised machine learning in the National Violent Death Reporting System

BackgroundIntimate partner violence (IPV) victims and perpetrators often report suicidal ideation, yet there is no comprehensive national dataset that allows for an assessment of the connection between IPV and suicide....

Wounding patterns in pediatric firearm fatalities

IntroductionPediatric firearm injury became the leading cause of death among U.S. children in 2020. Studies evaluating wounding patterns in military and mass casualty shootings have provided insights into treatment and potential salvageability in adults, however, similar studies in the pediatric population do not exist. Hence, our study aimed to analyze wounding patterns of pediatric firearm fatalities and associated demographics and characteristics, such as place of death, to better understand pediatric firearm injuries, potential salvageability, and opportunities to reduce firearm deaths among vulnerable pediatric populations. MethodsA retrospective review of the National Violent Death Reporting System from 2005-2017 was performed on patients 18 and younger. Mortalities were stratified by patient age: <12 years and 13-18 years and by intent— homicide, suicide, and unintentional. Comparative and exploratory analyses of demographics, location of death and anatomic location of wounds were performed. ResultsOf 8,527 pediatric firearm mortalities identified, 4,728 were homicides, 3,180 were suicides and 619 were unintentional injuries. Suicide victims were most likely to be dead on scene and >90% of suicide victims suffered head/neck injuries. For victims of homicide, younger children were more likely to die on scene (61% vs 44% p < 0.001). The pattern of injury in homicides differed for younger children compared to adolescents, with younger children with more head/neck injuries and older children more thoracic, thoracoabdominal, abdominal, and junctional injuries. In both age groups, children with extremity, abdominal and thoracoabdominal injuries were more likely to die later in the emergency department or inpatient setting. ConclusionsWounding patterns across pediatric firearm mortalities in the U.S. vary by age and intent. The majority of pediatric firearm deaths were due to head/neck injuries. Children with homicide and unintentional deaths had more wounding pattern variation, including more injuries to the thorax and abdomen, and a much lower rate of dead-on scene than suicide victims. Our study of wounding patterns among U.S. children killed by firearms highlights the complexity of these injuries and offers opportunities for tailored public health strategies across varying vulnerable pediatric populations.

Child abuse-related homicides precipitated by caregiver use of harsh physical punishment

BackgroundPhysical punishment (PP), which may involve the use of physical force, has been linked to negative effects in children and can escalate to abusive or harsh PP, resulting in injury or death. ObjectiveTo examine characteristics associated with fatal abuse involving caregiver use of harsh PP. MethodsData were from the National Violent Death Reporting System in 40 states, the District of Columbia, and Puerto Rico for years 2012–2018. Qualitative analysis was used to code textual material into categorial data, and logistic regression was used to examine associations between various characteristics and harsh PP. ResultsApproximately 4 % (n = 87) of the 2414 abuse-related homicides were known to have been precipitated by caregiver use of harsh PP. In adjusted models, homicides had greater odds of being harsh PP-related when incidents involved mothers' male companions (versus fathers), victims had a previous nonfatal injury (versus no previous nonfatal injury), and another adult participated in the fatal incident or had awareness of prior abuse/neglect (versus those without this characteristic). Two common precipitators of caregivers' use of harsh PP were: 1) child had a bathroom-related accident/soiled clothes (23.0 %; n = 20), and 2) child disobeyed a directive given by the perpetrator (17.2 %; n = 15). ConclusionsThis study highlights characteristics associated with fatal abuse precipitated by caregiver use of harsh PP. Children were physically punished for developmentally normative behaviors. Ensuring caregivers are aware of and use effective parenting practices that focus on use of nonphysical discipline and promote healthy child development, may help decrease harsh PP and physical abuse-related homicides among children.

Three leading suicide methods in the United States, 2017-2019: Associations with decedents' demographic and clinical characteristics.

The U.S. suicide data show that use of lethal methods, specifically firearms and hanging/suffocation, has been increasing among young and middle-aged adults of both sexes over the past decades. In this study, we examined demographic and clinical correlates of use of firearms, hanging/suffocation, and poisoning as suicide methods among suicide decedents age 18+. Data came from the 2017-2019 National Violent Death Reporting System (NVDRS; N = 94,454, age ≥ 18 at the time of suicide; 74,042 men and 20,412 women). We fit generalized linear models (GLMs) for a Poisson distribution with a log link to examine (1) changes in four suicide methods (firearms, hanging/suffocation, poisoning, and other) during the study period, controlling for sex and age group; and (2) correlates of firearms, hanging/suffocation, and poisoning use. In all age groups, 55% of men and 30% of women used firearms; 28% of men and 29% of women hanging/suffocation; 9% of men and 32% of women poisoning, and 8% of men and 9% of women "other" methods. Men age < 45 had higher likelihood of firearm and/or hanging/suffocation use than those age 45-64. Women age<45 also had higher likelihood of hanging/suffocation than those age 45-64. Prior suicide attempt history was associated with higher likelihood of poisoning in both sexes and hanging/suffocation in men; mental disorders/SUD were associated with higher likelihood of hanging/suffocation and poisoning in both sexes; physical health problems were associated with higher likelihood poisoning in both sexes and firearm use in men; relationship problems were associated with higher likelihood of firearm use; legal problems and job/financial/housing problems were associated with higher likelihood of hanging/suffocation in both sexes; and more crises were associated with higher likelihood of firearm use in both sexes. The findings call for the following suicide prevention strategies: (1) restricted access to firearms; (2) improved access to mental health/substance use treatment; (3) improved long-term and palliative care services for those (mostly older adults) with physical health problems; (4) financial/housing support policies to mitigate economic hardship; and (5) more research to identify effective strategies to curtail the increasing use of firearm and hanging/suffocation among young and middle-aged adults.

Demographic differences in the type of firearm and location of bodily injury in firearm suicide decedents

This study describes the type of firearm used and location of bodily injury among demographic subgroups of suicide decedents. Data on those who died by suicide via firearm from the National Violent Death Reporting System (N = 117,126) between the years 2003–2018 was utilized. A series of five logistic regression analyses examining the age of decedent, type of firearm, location of wound site, loaded vs. unloaded firearms, and locked vs. unlocked storage, using predictors including gender, race, who owns the firearm and age were performed. Findings have important public health implications. Increasing safe storage or removing the specific types of firearms one is likely to use in their death from the home during a time of crisis may decrease risk of suicide.

Entangled: A mixed method analysis of nurses with mental health problems who die by suicide.

Nurses die by suicide at a higher rate than the general population. Previous studies have observed mental health problems, including substance use, as a prominent antecedent beforedeath. The purpose of this study was to explore the characteristics of nurses who died by suicide documented in the death investigation narratives from the National Violent Death Reporting System from 2003 to 2017 using thematic analysis and natural language processing. One thousand three hundredand fifty-eight subjects met these inclusion criteria. Narratives from 601 subjects were thematically analyzed and 2544 individual narratives were analyzed using natural language processing. The analyses revealed five themes: "mental health treatment," "poor general health and chronic pain," "substance use," "worsening mental health after bereavement," and "repeating a family member's suicide." Mental health/substance use, chronic illness, and chronic pain were seen to coexist in a complex, interdependent manner that appeared to be entangled in the nurses' narratives before death. These findings echo the need for reducing the stigmatization of mental health problems in nursing and removing barriers to help-seeking behaviors as early preventative interventions. Future research is needed to determine if a comprehensive healthcare integration approach to address these entangled problems would reduce suicide vulnerability in nurses and improve their quality of life.

Suicidal intent disclosure among adult suicide decedents: Four age group comparisons

Research on who does/does not disclose suicidal intent (SI) and related factors has important implications for suicide risk management. In this paper based on the 2017–2019 National Violent Death Reporting System, we compared four age groups (18–24, 25–44, 45–64, and 65+ years) of suicide decedents with respect to associations between SI disclosure and (1) suicide contributing/precipitating factors, and (2) suicide means. The results shows that those age 18–44 were more likely to disclose SI than those age> =45, especially among those with relationship problems. Physical health problems and death/suicide of family/friend increased the likelihood of SI disclosure in the 65+ age group.

Intent disclosure in late-life suicide: Age group differences in correlates and associations with suicide means.

Age-adjusted suicide rates declined from 2018 to 2020. However, suicide rates among older adults, particularly males 75 and older, have continued to rise, and the evidence base for effective interventions to prevent suicide in late life remains limited. One strategy to prevent older adults’ suicidal behavior is to intervene when they reveal suicide intent. Previous research found that a significant proportion of older suicide decedents disclosed their suicide intent close to the fatal incident. In this study, based on the 2017–2019 United States National Violent Death Reporting System (NVDRS) data, we examined: (1) correlates of intent disclosure among three age groups (65–74, 75–84, and 85+) of older suicide decedents (N = 17,917; 14,856 men and 3,061 women); and (2) associations of suicide means with intent disclosure and suicide contributing factors. The results show that 19.9% of all suicide decedents aged 65+ (18.7%, 21.0%, and 22.0% in the 65–74, 75–84, and 85+ age groups, respectively) disclosed their suicide intent to their partner, family/friends, and healthcare providers within a month of their death. Multivariable analyses using generalized linear models for a Poisson distribution with a log link showed that physical and mental health, substance misuse, addiction problems, and relationship/other life stressors were associated with a higher likelihood of intent disclosure in the 65–74 and 75–84 age groups. However, only physical health problems were associated with a higher likelihood of intent disclosure among those aged 85 and older. Intent disclosure was not associated with using firearms and poisoning as suicide means but with a lower likelihood of hanging or suffocation. Mental health and substance misuse problems were associated with higher odds of hanging or suffocation and poisoning, and physical health problems and male sex in the 85+ age group were associated with higher odds of firearm use. Suicide prevention strategies for those who have disclosed their suicide intent or are at risk of suicidal behavior should include more patient-centered comfort and palliative care, mental health/substance misuse/addiction treatment, and restriction of access to potential suicide means. More research on older adults who disclose suicide intent and late-life suicide prevention strategies is needed.

Suicides Among American Indian or Alaska Native Persons - National Violent Death Reporting System, United States, 2015-2020.

Compared with the general U.S. population, American Indian or Alaska Native (AI/AN) persons, particularly those who are not Hispanic or Latino (Hispanic) AI/AN, are disproportionately affected by suicide; rates among this group consistently surpass those among all other racial and ethnic groups (1). Suicide rates among non-Hispanic AI/AN persons increased nearly 20% from 2015 (20.0 per 100,000) to 2020 (23.9), compared with a <1% increase among the overall U.S. population (13.3 and 13.5, respectively) (1). Understanding characteristics of suicide among AI/AN persons is critical to developing and implementing effective prevention strategies. A 2018 report described suicides in 18 states among non-Hispanic AI/AN persons only (2). The current study used 2015-2020 National Violent Death Reporting System (NVDRS) data among 49 states, Puerto Rico, and the District of Columbia to examine differences in suicide characteristics and contributing circumstances among Hispanic and non-Hispanic AI/AN populations, including multiracial AI/AN. Results indicated higher odds across a range of circumstances, including 10 of 14 relationship problems (adjusted odds ratio [aOR] range=1.2-3.8; 95% CI range=1.0-5.3) and six of seven substance use problems (aOR range=1.2-2.3; 95% CI range=1.1-2.5), compared with non-AI/AN persons. Conversely, AI/AN decedents had reduced odds of having any current known mental health condition, any history of mental health or substance use treatment, and other common risk factors (aOR range=0.6-0.8; 95% CI=0.2-0.9). Suicide is preventable. Communities can implement a comprehensive public health approach to suicide prevention that addresses long-standing inequities affecting AI/AN populations (3).

Accuracy of behavioral health variables in Oregon national violent death reporting system data: a linked cohort study

BackgroundThe National Violent Death Reporting System (NVDRS) collects data on the circumstances of violent deaths, and all firearm-related deaths, across states and territories in the USA. This surveillance system is critical to understanding patterns and risk factors for these fatalities, thereby informing targets for prevention. NVDRS variables include behavioral health conditions among decedents, but the validity of the reported behavioral health data is unknown. Using Department of Veterans Affairs (VA) healthcare records as a criterion standard, we examined the accuracy of NVDRS-reported behavioral health variables for veteran decedents in a sample state (Oregon) between 2003 and 2017.MethodsWe linked Oregon NVDRS data to VA healthcare data to identify veteran decedents who used VA services within two years of death. Veterans’ VA diagnoses within this time frame, including depression, post-traumatic stress disorder (PTSD), anxiety, and substance use disorders, were compared to behavioral health variables identified in the Oregon NVDRS. Concordance, sensitivity, and correlates of sensitivity were examined over time and by decedent characteristics.ResultsWe identified 791 VA-using veterans with violent and/or firearm-related fatal injuries documented in the Oregon NVDRS between 2003 and 2017. In this cohort, the Oregon NVDRS accurately identified only 49% of decedents who were diagnosed with depression, 45% of those diagnosed with PTSD, and 17% of those diagnosed with anxiety by the VA. Among 211 veterans diagnosed by the VA with a substance use disorder, the Oregon NVDRS coded only 56% as having a substance use problem. In general, the sensitivity of behavioral health variables in the Oregon NVDRS remained the same or decreased over the study period; however, the sensitivity of PTSD diagnoses increased from 21% in 2003–2005 to 54% in 2015–2017. Sensitivity varied by some decedent characteristics, but not consistently across behavioral health variables.ConclusionsNVDRS data from one state missed more than half of behavioral health diagnoses among VA-using veterans who died from violence or from firearm injuries. This suggests that reports of behavioral health conditions among decedents nationally may be severely undercounted. Efforts to improve validity of these variables in state NVDRS data are needed.

Pregnancy-Associated Homicide and Suicide: An Analysis of the National Violent Death Reporting System, 2008-2019.

To analyze differences in the demographic and social factors associated with pregnancy-associated violent deaths due to homicide compared with suicide by pregnancy timing. This was a retrospective cohort study using the Centers for Disease Control and Prevention's National Violent Death Reporting System from 2008 to 2019. We included females aged 15-44 years who died by suicide , defined as intentional self-harm, or homicide. Pregnancy-associated deaths were defined as those that occurred during or within 1 year of pregnancy. Of 38,417 female victims aged 15-44 years identified in the data set, 10,411 had known pregnancy status; 1,300 of those deaths were pregnancy associated. Of all deaths with known pregnancy status, 3,203 were by homicide (30.8%) and 7,208 (69.2%) were by suicide. Pregnancy-associated homicide deaths made up 20.6% of all homicide deaths, and pregnancy-associated suicide deaths made up 8.8% of all suicide deaths. Individuals who died by homicide were younger (29.4±8.2 years vs 31.5±8.6 years), more likely to be single or never married (61.0% vs 50.0%), and had a higher proportion of associate's degree-level education or less as compared with individuals who died by suicide (28.1% vs 43.9%). Of individuals who died by homicide, 37.7% were Black or African American, 13.4% were Hispanic, and 56.0%% were White. In comparison, 6.9% of individuals who died by suicide were Black or African American, 8.0% were Hispanic, and 85.0% were White. Having a mental health problem and any substance use were significantly more often associated with suicide deaths compared with homicide deaths (77.4% vs 7.2%, P <.001 for mental health, 33.3% vs 12.8%, P <.001 for substance use, respectively). Intimate partner violence was prevalent in both groups, although significantly higher in homicide deaths (57.3% vs 37.1%, P <.001). This pattern persisted when stratified by pregnancy status. Mental health problems, substance use disorder, and intimate partner violence are preceding circumstances to pregnancy-associated suicide and homicide.

Job loss, financial strain, and housing problems as suicide precipitants: Associations with other life stressors

Previous research has shown that job loss, financial strain, and/or loss of housing (JFH) in midlife elevate suicide risk. In this study based on the 2017–2019 National Violent Death Reporting System, we examined other suicide precipitants and contributors of decedents whose suicide was in part precipitated by JFH and the circumstances under which they died. First, we examined all adult decedents (N = 94,454; 74,042 males [78.4%] and 20,412 females [21.6%]) and then focused on decedents age 45–64 (N = 34,208; 25,640 males [75%] and 8568 females [25.0%]). The 45–64 age group had the highest rate of JFH (22.0% for males and 15.1% for females) as a suicide precipitant. The results of generalized linear models for all adult suicide decedents of both sexes showed that the 45–64 age group (IRR = 2.02, 95% CI = 1.89–2.16), compared to 65+ age group, and relationship problems, mental disorders, and alcohol problems were associated with significantly higher risk of JFH-precipitated suicide. In male decedents age 45–64, JFH was positively associated with depressed mood (IRR = 1.95, 95% CI = 1.85–2.06), alcohol problems (IRR = 1.14, 95% CI = 1.07–1.21), and number of crises (IRR = 1.48, 95% CI = 1.43–1.53). In female decedents age 45–64, JFH was positively associated with relationship problems (IRR = 1.19, 95% CI = 1.05–1.35), legal problems (IRR = 1.27, 95% CI = 1.06–1.54), depressed mood (IRR = 1.78, 95% CI = 1.59–1.99), and number of crises (IRR = 1.58, 95% CI = 1.48–1.68). In both sexes, the risk of JFH was also positively associated with a college education. In female decedents, JFH risk was higher among divorced or never-married individuals. Coroner/medical examiner and law enforcement agency reports show that some experienced depression and started misusing alcohol and/or other substances following a job loss, but others had these problems throughout life, which caused/contributed to JFH. These findings show the significance of suicide prevention approaches at both systemic (generous unemployment insurance, housing subsidies) and individual (treatment of depression and alcohol/substance misuse problems and social support/connection) levels.

Income Inequality and Pregnancy-Associated Homicide in the US: A Longitudinal, State-Level Analysis.

Pregnancy-associated homicide remains an understudied yet critical issue. Using restricted use mortality files provided by the National Center for Health Statistics and the National Violent Death Reporting System, annual state-level pregnancy-associated homicide ratios were estimated as the count of deaths divided by the number of live births. The exposure, the state Gini index, was categorized into tertiles to compare states by levels of income inequality. In the final adjusted longitudinal linear model, those who experienced the greatest amount of income inequality had a significant 1.28 per 100,000 homicide rate when compared to the lowest income inequality tertile.

Trends in Deaths by Suicide 2014–2019 Among Lesbian, Gay, Bisexual, Transgender, Queer, Questioning, and Other Gender/Sexual Minority (LGBTQ+) Youth

PurposeThis study describes changes in proportions of lesbian, gay, bisexual, transgender, and other gender/sexual minorities (LGBTQ+) among total deaths by suicide in American 11–29 year olds between 2014 and 2019. MethodsData came from the Centers for Disease Control and Prevention's (CDC) National Violent Death Reporting System (NVDRS). All cases classified as deaths by suicide since 2014 that had valid data for sexual orientation or transgender identity were included from states that started participating in NVDRS before 2016. The latest year of data available was 2019. Valid n = 4,086, including 673 LGBTQ+ cases. Analyses used “reverse regression” with gender/sexual orientation as the dependent variable, essentially estimating contributions of timing of fatal self-injury and other variables to relative risk of a case being LGBTQ+. ResultsThe proportion of decedents who were LGBTQ+ increased between 2014 and 2019. Post-hoc analyses suggested an inflection point or break in the trend at November 9, 2016. The proportion of decedents who were LGBTQ+ increased from 13% before to 20% after that date, driven largely by increases from 2.0% to 6.5% among transgender youth and from 0.5% to 1.7% among those described in medical examiner and law enforcement reports as “struggling” or questioning. Asian bisexual females and gay males were especially overrepresented. ConclusionsPrevious research found that the policy environment affects LGBTQ+ youths' mental health; this study generalizes those findings to actual deaths by suicide. LGBTQ+ youth at risk should be assessed for anxiety, trauma, and perceived physical threat from the political and rhetorical environment.

The "Boyfriend Loophole" and Intimate Partner Homicides: A Longitudinal Analysis Using the National Violent Death Reporting System.

Intimate partner homicides (IPHs) often occur in the context of violent relationships, and firearms often facilitate lethal outcomes. Accordingly, policies have been implemented to reduce firearm access among individuals with histories of intimate partner violence (IPV) or violent propensities. There is considerable variation, however, in the enactment and implementation of such state-level firearm protection laws. Some states fail to extend IPV-related firearm related protections to dating partners, creating what has been referred to elsewhere as the "boyfriend loophole", or what will be referred to here as the "partner loophole". The goal of this analysis was to examine trends in National Violent Death Reporting System (NVDRS) data to assess the relationship of IPHs among unmarried victims in association with state partner loopholes. State policies were abstracted to identify partner loopholes. A series of negative binomial generalized estimating equations were performed using lagged policy variables, year fixed-effects, robust standard errors, and errors clustered by state. Model findings suggest that increased firearm access is related to higher rates of unmarried IPH victimization, however, the associations between the presence of a partner loophole and IPH rates amongst unmarried victims varied between racial subgroups. Significant, protective relationships with closed partner loopholes were identified for the IPH rates amongst white unmarried victims, however, not amongst victims of color. The partner loophole policies considered here, and other individual IPV-related and/or firearm-related policies may be an important component of protections, however, our findings suggest they are not independently sufficient to equitably reduce the burden of IPH. Continuing to develop public health and policy evaluation literature will be essential to progressing towards a policy landscape and cultural environment that are equitably protective.

Coercive Control or Self-Defense? Examining Firearm use in Male- and Female-Perpetrated Intimate Partner Homicide

Objectives: Bridge the gap between feminist scholarship and sociological literature on gun utility by examining the correlates of gun usage in heterosexual intimate partner homicide by offender gender. Methods: Using data on 7,588 incidents from the National Violent Death Reporting System (NVDRS) from 2003 to 2018, logistic regression models examined the odds of using a firearm during intimate partner homicide for both male and female offenders. Results: Men disproportionately employed guns to regain control when their dominance and/or masculinity was threatened, whereas women used firearms in self-defense against an armed partner. Conclusions: The results suggest that gender-based motivations distinguish whether or not a firearm is used in intimate partner homicide.

The emerging infrastructure of US firearms injury data

For every fatal shooting in the United States, detailed information from reports of coroners or medical examiners, police departments, and other sources is recorded in the National Violent Death Reporting System. There is no such system in place for nonfatal shootings, which far outnumber fatalities. Hospital data systems are in place that could, with some improvements, provide access to reliable local, state and national estimates of firearm injuries. Such estimates are possible because most firearms injuries are treated in hospitals, and hospitals routinely assign “external cause of injury” codes to all injury encounters. Federal health agencies supervise a number of data systems that centralize hospital data. Challenges currently being addressed are public access, timeliness, and accuracy of coding of intent. (Hospitals misclassify many firearm assaults as accidents.)Law enforcement agencies provide detailed data on shootings in criminal circumstances, including shootings that are not treated in a hospital. The FBI's Uniform Crime Reports (UCR) system aggregates data from agencies. The FBI instituted a radical reform of this system beginning in 2021, resulting in a sharp agency participation drop that prevents valid national estimates. The reform requires agencies to report incident-level data instead of summary counts, which is all that was required for the previous 90 years. There are ongoing efforts to increase participation in the new system and restore its former status as the leading source of national crime estimates. In the meantime, data on nonfatal gunshot cases are available from a number of police departments.We discuss additional reforms needed to generate timely, accurate, publicly accessible data from hospitals and police.

Thematic analysis and natural language processing of job‐related problems prior to physician suicide in 2003–2018

Although previous studies have consistently demonstrated that physicians are more likely than non-physicians to experience work-related stressors prior to suicide, the specific nature of these stressors remains unknown. The current study aimed to better characterize job-related problems prior to physician suicide. The study utilized a mixed methods approach combining thematic analysis and natural language processing to develop themes representing death investigation narratives of 200 physician suicides with implicated job problems in the National Violent Death Reporting System database between 2003 and 2018. Through thematic analysis, six overarching themes were identified: incapacity to work due to deterioration of physical health, substance use jeopardizing employment, interaction between mental health and work-related issues, relationship conflict affecting work, legal problems leading to work-related stress, and increased financial stress. Natural language processing analysis confirmed five of these themes and elucidated important subthemes. This is the first known study that integrated thematic analysis and natural language processing to characterize work-related stressors preceding physician suicide. The findings highlight the importance of bolstering systemic support for physicians experiencing job problems associated with their physical and mental health, substance use, relationships, legal matters, and finances in suicide prevention efforts.

Demographic and Regional Factors Associated With Reporting Homicides of Transgender People in the United States

IntroductionThe American Medical Association recently declared homicides of transgender individuals an epidemic. However, transgender homicide victims are often classified as nontransgender. Our objective was to describe existing data and coding of trans (i.e., transgender) victims and to examine the risk factors for homicides of trans people relative to nontrans people across the United States. MethodsA retrospective review of the Centers for Disease Control and Prevention’s National Violent Death Reporting System for the years 2003-2018 identified victims defined as transgender either through the “transgender” variable or narrative reports. Fisher’s exact tests and logistic regression models were run to compare the demographics of trans victims to those not identified as trans. ResultsOf the 147 transgender victims identified, 14.4% were incorrectly coded as nontrans despite clear indication of trans status in the narrative description, and 6% were coded as hate crimes. Relative to nontrans victims, trans victims were more frequently Black (54.4% versus 40.7%, P = 0.001), had a mental health condition (26.5% versus 11.3%, P < 0.001), or reported being a sex worker (9.5% versus 0.2%, P < 0.001). There were disproportionately few homicides of transgender people in the South (13.6% of trans victims versus 29.1% of nontrans victims, P < 0.001). Conversely, the West and Midwest accounted for a higher-than-expected proportion of trans victims relative to nontrans victims (23.1% of trans victims versus 16.2% of nontrans victims, P = 0.03; 24.5% of trans victims versus 16.8% of nontrans victims, P = 0.02, respectively). ConclusionsThough the murder of transgender individuals is a known public health crisis, inconsistencies still exist in the assessment and reporting of transgender status. Further, these individuals were more likely to have multiple distinct vulnerabilities. These findings provide important information for injury and violence prevention researchers to improve reporting of transgender status in the medical record and local trauma registries.

Characteristics of suicide among farmers and ranchers: Using the CDC NVDRS 2003–2018

BackgroundSuicide is among the top 10 causes of premature death in the United States. This study provides details on farmer and rancher suicide decedents, including demographic information, mental health status, history of suicidal thoughts and attempts, and circumstances associated with death.MethodsData for this study were obtained from the Centers for Disease Control and Prevention's National Violent Death Reporting System Restricted Access Database for the years 2003–2018. Descriptive statistics and adjusted odds ratios are presented for farm and nonfarm populations in addition to farm populations by age groups and sex.ResultsThis study found that almost half of the farmer suicide decedents were over 65 years old. Firearms were the most widely used method for farmers and ranchers regardless of age and sex. Young farmers and ranchers that died by suicide were more likely to have had relationship problems and older farmers and ranchers that died by suicides were more likely to have had a physical health problem. Male farmer and rancher suicide decedents were more likely to die by firearm than females, and female farmer and rancher suicide decedents were likely to have resided in a small metropolitan area, however, due to small numbers and suppression in the data, most sex comparisons were not able to be presented.ConclusionsWhile no clear risk factor for suicide among farmers and ranchers emerged, results underscore the complex nature of suicide and the need for multifaceted, culturally competent interventions and campaigns that address suicide risk and prevention at the individual and community levels.