Documentation of Screening for Firearm Access by Healthcare Providers in the Veterans Healthcare System: A Retrospective Study.

INTRODUCTION: Presence of a firearm is associated with increased risk of violence and suicide. United States military veterans are at disproportionate risk of suicide. Routine healthcare provider screening of firearm access may prompt counseling on safe storage and handling of firearms. The objective of this study was to determine the frequency with which Veterans Health Administration (VHA) healthcare providers document firearm access in electronic health record (EHR) clinical notes, and whether this varied by patient characteristics. METHODS: The study sample is a post-9-11 cohort of veterans in their first year of VHA care, with at least one outpatient care visit between 2012-2017 (N = 762,953). Demographic data, veteran military service characteristics, and clinical comorbidities were obtained from VHA EHR. We extracted clinical notes for outpatient visits to primary, urgent, or emergency clinics (total 105,316,004). Natural language processing and machine learning (ML) approaches were used to identify documentation of firearm access. A taxonomy of firearm terms was identified and manually annotated with text anchored by these terms, and then trained the ML algorithm. The random-forest algorithm achieved 81.9% accuracy in identifying documentation of firearm access. RESULTS: The proportion of patients with EHR-documented access to one or more firearms during their first year of care in the VHA was relatively low and varied by patient characteristics. Men had significantly higher documentation of firearms than women (9.8% vs 7.1%; P < .001) and veterans >50 years old had the lowest (6.5%). Among veterans with any firearm term present, only 24.4% were classified as positive for access to a firearm (24.7% of men and 20.9% of women). CONCLUSION: Natural language processing can identify documentation of access to firearms in clinical notes with acceptable accuracy, but there is a need for investigation into facilitators and barriers for providers and veterans to improve a systemwide process of firearm access screening. Screening, regardless of race/ethnicity, gender, and age, provides additional opportunities to protect veterans from self-harm and violence.

Child deaths of undetermined intent: An analysis of circumstances using Illinois Violent Death Reporting System data.

BACKGROUND: There is little information available about the circumstances surrounding the deaths of children aged 0 to 14 years in which the manner of death is of undetermined intent. METHODS: We analyzed data collected in the Illinois Violent Death Reporting System to describe victim demographics, location of injury, seasonality, day of week, and circumstances surrounding the victims' deaths. RESULTS: From 2005 to 2010 in Cook County, Illinois, 192 cases were identified of children aged 0 to 14 years, in which the manner of death was of undetermined intent. The majority of cases were younger than 1 year (81%), male (62%), and non-Hispanic black (66%); occurred in the City of Chicago (65%); and also occurred most frequently during the months of May (15%) and July (13%) and on Sunday (19%). Circumstances of note were having information on the location of death available for the victim (90%); scene investigation was not performed/unknown/not documented (81%); and the victim not presenting with red petechiae (84%). By ethnicity, a lower proportion of Hispanic victims had parental drug information available compared with non-Hispanic victims (17% and 40%, respectively; p = 0.017); Hispanic victims were more likely than non-Hispanic victims to have a documented acute illness at the time of injury leading to death (57% and 33%, respectively; p = 0.015). The availability of scene information and the successful contact of one or both parents of the victim following the victim's death varied by location. CONCLUSIONS: No public health surveillance system exists for the collection of this type of death. There is not enough information provided to develop an effective intervention. The systematic, thorough collection of information surrounding these deaths is necessary to pinpoint possible contributing mechanisms of death for these children. LEVEL OF EVIDENCE: Epidemiologic, level IV.

Factors associated with intimate partner homicide in Illinois, 2005-2010: Findings from the Illinois Violent Death Reporting System.

BACKGROUND: Critical elements in intimate partner homicides (IPH) often go undocumented. Previous studies have highlighted precipitating causes, but few have examined the place of injury that led to the victim's death. We sought to describe IPH cases in Illinois and in particular to examine factors surrounding the location of injury that led to the victim's death. METHODS: We analyzed data collected in the Illinois Violent Death Reporting System to assess victim demographics, perpetrator characteristics, the victim/perpetrator relationship, and circumstances surrounding the location of injury that led to the victim's death. RESULTS: From 2005 to 2010, 275 cases were identified as IPH. Women comprised 60.4% of victims and men 39.6%. Among perpetrators, 78.5% were identified as male and 21.5% as female. Of the 31 corollary victims, 54.8% were less than 18 years and 58.1% were injured in front of a family member. Females were 1.6 times more likely to have the injury that led to their death occur at their residence, as compared to males (OR 1.6, 95% CI 1.1-2.9). Cases in which the perpetrator had documented history of abuse were 2.4 times more likely to have the fatal injury occur at the victim's residence compared to those that did not have previous history (OR 2.4, 95% CI 1.2-4.8). IPH cases in which the perpetrator was the current partner of the victim were twice as likely to have the injury leading to the victim's death occur at the victim's residence compared to those perpetrators who were not a current partner (OR 2.1, 95% CI 1.2-3.5). CONCLUSIONS: Considering the increased risk of IPH occurring at the place of residence for women at the hands of current intimate partners and by perpetrators with a previous history of abuse, prevention efforts may wish to prioritize in-home and relocation intervention strategies. LEVEL OF EVIDENCE: Epidemiologic, level IV.

Factors associated with suicide among adolescents and young adults not in mental health treatment at time of death.

BACKGROUND: Suicide is the third-leading cause of death among Illinois residents aged 15 to 24 years. The Illinois Violent Death Reporting System (IVDRS) was developed to help prevent these deaths by providing timely, complete data. Understanding the circumstances surrounding suicide for those aged 15 to 24 years who are not receiving mental health treatment can help others: (1) recognize signs of potential crisis and (2) connect them to mental health treatment. METHODS: The IVDRS data were collected from five Illinois counties-Cook, DuPage, Kane, McHenry, and Peoria-from 2005 to 2010. All cases with the manner suicide, aged 15 to 24 years, were extracted for analysis. Data were described using frequencies and percentages, and statistical differences between groups were determined using χ analysis. RESULTS: There were a total of 386 suicides in those aged 15 to 24 years in IVDRS from 2005 to 2010. Most 15- to 19-year-olds (67%) and 20- to 24-year-olds (78%) were not receiving mental health treatment at the time of death. Among those not receiving mental health treatment, 22% and 13% of those aged 15 to 19 and 20 to 24 years, respectively, had disclosed their intent to commit suicide to another. One third were identified as being depressed or in a depressed mood (not necessarily a clinical diagnosis) in both age groups. One quarter in both age groups experienced a crisis (current, acute precipitating, or forthcoming event) within 2 weeks of their suicides. CONCLUSIONS: The majority of adolescents and young adults were not in mental health treatment at the time death. Among those not in mental health treatment at the time of death, the 15- to 19-year-olds were more likely to share their suicidal intentions than the 20- to 24-year-olds. LEVEL OF EVIDENCE: Epidemiological study, level IV.

Rates of firearm homicide by Chicago region, age, sex, and race/ethnicity, 2005-2010.

BACKGROUND: The United States reports the highest levels of firearm homicide incidences compared to other high income countries, and the focus and causes of these incidences within the US differ by demographic characteristics and location such as urban versus rural environment. Despite these findings, few studies have published on rates varied by region within a city. OBJECTIVE: This study aims to provide descriptive analysis of the rates of firearm homicide by age, sex, and race/ethnicity in each of the seven City of Chicago regions, and to determine if the rates of firearm homicide differ by demographics among the seven City of Chicago regions. METHODS: The Illinois Violent Death Reporting System conducts routine surveillance of violent deaths. Decedents were selected according to the following criteria: manner of death was homicide, weapon type was firearm, and location of injury that led to death was the City of Chicago. Location of injury was broken down by regions: North, Northwest, Center, West, South, Southwest, and Far South. Multiyear rates per 100,000 and corresponding 95% confidence intervals were calculated. RESULTS: There were 2,254 victims of homicide by firearm in the City of Chicago. The overall rate across Chicago for all demographics was 12.9 (12.1-13.5 per 100,000) with an average age of 27.4. The highest age group (20-24) for firearm homicide rates was 43.2 (39.7-46.7) per 100,000. For the youngest age group (10-14), only the Southwest (3.3-10.4) region reported any firearm incidence. The 20 to 24 age group reported the highest rates of all age groups within the South (107.9-151.7), West (80.3-108.2), and Far South (69.6-105.3) regions, whereas the North and Northwest reported the lowest rates for all regions by age. Black firearm homicide rates were 33.5 (31.9-35.1) per 100,000 versus Hispanic and non-Hispanic white firearm homicide rates of 8.5 (7.7-9.3) and 1.2 (1-1.5) per 100,000, respectively. Lastly, the West reported the highest firearm rates at 29.1 (657). CONCLUSION: In conclusion, Chicago is a large city that has high variation in firearm homicide rates among its constituent regions; therefore, an overall firearm homicide rate for the city of Chicago as a whole is not an accurate representation of the true nature of firearm homicides. Policy implementation may be made more effective by providing more regional analysis and targeted interventions via multipronged initiatives to help reduce future firearm rates, and funding for issues that address systemic poverty and adequate access to care and medical facilities. LEVEL OF EVIDENCE: Epidemiologic study, level IV.

Suicide in Illinois, 2005-2010: A reflection of patterns and risks by age groups and opportunities for targeted prevention.

BACKGROUND: Suicide accounts for two thirds of all deaths from intentional or violence-related injury and is a leading cause of death in the United States. Patterns of suicide have been well described among high-risk groups, but few studies have compared the circumstances related to suicides across all age groups. We sought to understand the epidemiology of suicide cases in Illinois and to characterize the risks and patterns for suicide among different age groups. METHODS: We used suicide data collected from the Illinois Violent Death Reporting System to assess demographics, method of suicide, circumstances, and mental health status among different age groups. RESULTS: Between 2005 and 2010, 3,016 suicides were reported; 692 (23%) were female, and the median age (n = 3,013) was 45 years (range, 10-98 years). The most common method/weapon types were hanging/strangulation (33%), firearm (32%) and poisoning (21%). Hanging was more common (74%) among young people aged 10 to 19 years, while firearm use was more common among elderly persons age 65 years and older (55%). The percentage of victims within an age group experiencing a crisis within two weeks before committing suicide was highest among 10- to 14-year-olds, while the risk factor of having a family member or friend die in the past 5 years was highest among older victims. CONCLUSION: The final analysis demonstrated age-related trends in suicide in Illinois, suggesting prevention programs should tailor services by age. LEVEL OF EVIDENCE: Epidemiologic study, level IV.

Partnering with community institutions to increase access to healthful foods across municipalities.

BACKGROUND: Low-income and minority communities have higher rates of nutrition-related chronic diseases than do high-income and nonminority communities and often have reduced availability to healthful foods. Corner store initiatives have been proposed as a strategy to improve access to healthful foods in these communities, yet few studies evaluating these initiatives have been published. COMMUNITY CONTEXT: Suburban Cook County, Illinois, encompasses 125 municipalities with a population of more than 2 million. From 2000 through 2009, the percentage of low-income suburban Cook County residents increased 41%; African-American populations increased 20%, and Hispanic populations increased 44%. A 2012 report found that access to stores selling healthful foods was low in several areas of the county. METHODS: Beginning in March 2011, the Cook County Department of Public Health recruited community institutions (ie, local governments, nonprofit organizations, faith-based institutions) who recruited corner stores to participate in the initiative. Corner stores were asked to add new, healthful foods (May-June 2011) to become eligible to receive new equipment, marketing materials, and enhanced community outreach (July 2011-February 2012). OUTCOMES: Nine community institutions participated. Of the 53 corner stores approached, 25 (47%) participated in the trial phase, which included offering 6 healthful foods in their stores. Of those, 21 (84%) completed the conversion phase, which included expansion of healthful foods through additional equipment and marketing and promotional activities. INTERPRETATION: Community institutions can play a key role in identifying and engaging corner stores across jurisdictions that are willing and able to implement a retail environment initiative to improve access to healthful foods in their communities.

Parental attitudes toward research participation in pediatric sickle cell disease.

BACKGROUND: Socio-cultural attitudes and perceptions are commonly cited barriers to the recruitment of African-Americans for medical research, yet no studies have examined the factors influencing research participation among individuals with sickle cell disease (SCD) or caregivers of children with SCD. PROCEDURE: We distributed a 32-item, self-administered survey to parents or legal guardians of children with SCD over a 6-month period. We used Pearson's chi-square to determine factors associated with a favorable attitude toward research participation and logistic regression to determine independent associations. RESULTS: We collected 151 surveys in this pilot study. In general, 86% of respondents believed more research needed to be done for SCD and 57% would allow their child to participate in a medical research study, corresponding to a favorable attitude. Respondent belief that more research needed to be done for SCD (OR 23.4, 95% CI 4.5-121.9, P = 0.001), perception of greater severity of their own child's SCD (OR 2.7, 95% CI 1.0-7.1, P = 0.041) and prior exposure to research (OR 3.2, 95% CI 1.0-10.3, P = 0.043) were significantly associated with a favorable attitude, although only the first two remained independent associations in our regression model. Attitude toward research participation was not affected by respondent country of birth. CONCLUSIONS: Parents of children with SCD who allow participation in medical research are likely to believe that more research is needed in SCD and that their child's SCD is moderate to severe. Developing effective tools, based on identified knowledge gaps related to clinical research, may improve research participation in this population.

Identification of contrastive and comparable school neighborhoods for childhood obesity and physical activity research.

UNLABELLED: The neighborhood social and physical environments are considered significant factors contributing to children's inactive lifestyles, poor eating habits, and high levels of childhood obesity. Understanding of neighborhood environmental profiles is needed to facilitate community-based research and the development and implementation of community prevention and intervention programs. We sought to identify contrastive and comparable districts for childhood obesity and physical activity research studies. We have applied GIS technology to manipulate multiple data sources to generate objective and quantitative measures of school neighborhood-level characteristics for school-based studies. GIS technology integrated data from multiple sources (land use, traffic, crime, and census tract) and available social and built environment indicators theorized to be associated with childhood obesity and physical activity. We used network analysis and geoprocessing tools within a GIS environment to integrate these data and to generate objective social and physical environment measures for school districts. We applied hierarchical cluster analysis to categorize school district groups according to their neighborhood characteristics. We tested the utility of the area characterizations by using them to select comparable and contrastive schools for two specific studies. RESULTS: We generated school neighborhood-level social and built environment indicators for all 412 Chicago public elementary school districts. The combination of GIS and cluster analysis allowed us to identify eight school neighborhoods that were contrastive and comparable on parameters of interest (land use and safety) for a childhood obesity and physical activity study. CONCLUSION: The combination of GIS and cluster analysis makes it possible to objectively characterize urban neighborhoods and to select comparable and/or contrasting neighborhoods for community-based health studies.