"Your son needs help and we're gonna help him": A qualitative study of the experiences of gun-owning caregivers of adolescents receiving lethal means counseling in the emergency department.

Suicide attempts in adolescents are often transient and unpredictable, making preventative approaches crucial in reducing suicide deaths. One important approach is lethal means counseling (LMC), in which clinicians counsel caregivers to reduce access to methods used in suicide, specifically firearms and medications. Research on LMC has increasingly encouraged the use of the shared decision-making (SDM) model, which emphasizes information exchange, collaborative deliberation, and joint planning between caregivers and clinicians. We examine caregivers' experiences with LMC, using the SDM model as our analytic framework. We conducted qualitative interviews with 21 firearm-owning caregivers of adolescents who came to emergency departments (EDs) in Colorado for a behavioral health complaint. The implementation of LMC at these institutions had three central components: training for clinicians, materials (e.g., lockboxes and pamphlets) to support LMC, and the protocolization of LMC at the institution. Our semi-structured, hour-long interviews examined participants' reflections on and reactions to LMC provided in the ED and how that related to changes in their understanding of their medication and gun storage practices. We analyzed interviews using a phenomenological approach, focusing on experiences with LMC and informed by the tenets of the SDM model. Our analysis revealed that caregivers were receptive to the idea of LMC in the pediatric emergency care setting. Caregivers' engagement in LMC was reinforced by experiences with clinicians who sought to understand the circumstances of their household, shared the motivation behind LMC, and facilitated conversation around a shared concern for the child's safety. In contrast, counseling delivered mechanically and without considering the household context was tied to caregivers' confusion and alienation, both for LMC and their consideration of changes to home storage practices. These findings provide insight into adolescent caregivers' experiences with LMC implemented in EDs and how LMC may best be approached.

Selection and Use of Firearm and Medication Locking Devices in a Lethal Means Counseling Intervention.

Background: While some suicide prevention initiatives distribute locking devices for firearms and medication, little evidence exists to guide the selection of devices. Aims: This study aimed to describe safety standards for locking devices and compare parental acceptance rates for different types of devices. Method: As part of the larger SAFETY Study, behavioral health clinicians provided free locking devices to parents whose child was evaluated in the emergency department (ED) for a suicide-related or behavioral health-related problem. For logistical reasons, we changed the specific devices offered midstudy. Data on device use came from follow-up interviews with 226 parents. Results: Few effective standards exist for locking devices for home use; we could easily break into some. At follow-up, twice as many gun-owning parents were using ED-provided handgun lockboxes as cable locks (28% vs. 14%, p = .02). Overall, 55% of parents reported using an ED-provided medication lockbox, with more using the drawer-sized lockbox than the larger, steel toolbox (60% vs. 42%, p < .01). Limitations: Storage outcomes are from parents' self-report and from one state only. Conclusion: Parents appeared to prefer some devices over others. Our findings suggest the need for (a) effective safety standards, (b) affordable devices meeting these standards, and (c) further research on consumer preferences to ensure use.

Parental Perceptions of Their Children's Access to Household Firearms.

OBJECTIVES: To provide a nationally representative estimate of the proportion of gun owners who report a child has independent access to one of their guns, and to describe characteristics of these gun owners relative to other gun-owning parents. STUDY DESIGN: We conducted a cross-sectional analysis of online survey data collected in 2019 from a nationally representative sample of US adults in households with firearms (n = 4030, response 65%). The sample comprised gun-owning respondents living in homes with children (n = 689) who were asked questions about their firearms, including how they were stored, and about who other than themselves had access to their guns: "If you were not there, who in your household could get one of your guns (and load it if it is not loaded already) if they needed to?" RESULTS: Twelve percent of US gun owners in homes with children report that a child has independent access to one of their guns (about one-fifth of those having children under age 12 years only). Gun owners who reported child access were more likely than those who reported no child access to store guns unlocked and loaded, but still one-fifth of those reporting access stored all guns locked and unloaded. CONCLUSIONS: We find that more than 10% of gun owners with children report that a child can independently access one of their guns, including parents who store all guns locked and unloaded suggesting that guidance to parents should focus on access in addition to firearm storage.

Machine learning-enabled feature classification of evaporation-driven multi-scale 3D printing.

The freeform generation of active electronics can impart advanced optical, computational, or sensing capabilities to an otherwise passive construct by overcoming the geometrical and mechanical dichotomies between conventional electronics manufacturing technologies and a broad range of three-dimensional (3D) systems. Previous work has demonstrated the capability to entirely 3D print active electronics such as photodetectors and light-emitting diodes by leveraging an evaporation-driven multi-scale 3D printing approach. However, the evaporative patterning process is highly sensitive to print parameters such as concentration and ink composition. The assembly process is governed by the multiphase interactions between solutes, solvents, and the microenvironment. The process is susceptible to environmental perturbations and instability, which can cause unexpected deviation from targeted print patterns. The ability to print consistently is particularly important for the printing of active electronics, which require the integration of multiple functional layers. Here we demonstrate a synergistic integration of a microfluidics-driven multi-scale 3D printer with a machine learning algorithm that can precisely tune colloidal ink composition and classify complex internal features. Specifically, the microfluidic-driven 3D printer can rapidly modulate ink composition, such as concentration and solvent-to-cosolvent ratio, to explore multi-dimensional parameter space. The integration of the printer with an image-processing algorithm and a support vector machine-guided classification model enables automated, in-situ pattern classification. We envision that such integration will provide valuable insights in understanding the complex evaporative-driven assembly process and ultimately enable an autonomous optimisation of printing parameters that can robustly adapt to unexpected perturbations.

Hospital visit histories of suicide decedents: a study in Utah.

The study aims to describe the 3-year hospital visit histories of suicide decedents in Utah grouped by the suicide method they used. Hospital visit histories from the Utah Office of Health Care Statistics were linked to a census of suicide mortality data from the National Violent Death Reporting System in 2014 and 2015. Overall, 14% of suicide decedents had visited a hospital for deliberate self-harm (DSH) and 49% for a behavioural health issue (BHI), including DSH, suicidal ideation, mental health and substance abuse, prior to their death. Firearms suicide decedents made up over half of all suicides but were the least likely to have a history of DSH or BHI prior to their death (8% and 41%, respectively). Few suicide decedents visited a hospital for DSH prior to their death, although half had visits for BHI. Hospital-based interventions that aim to prevent suicide should not be limited to visits for DSH.

3D Printing of Supramolecular Polymer Hydrogels with Hierarchical Structure.

Liquid crystalline hydrogels are an attractive class of soft materials to direct charge transport, mechanical actuation, and cell migration. When such systems contain supramolecular polymers, it is possible in principle to easily shear align nanoscale structures and create bulk anisotropic properties. However, reproducibly fabricating and patterning aligned supramolecular domains in 3D hydrogels remains a challenge using conventional fabrication techniques. Here, a method is reported for 3D printing of ionically crosslinked liquid crystalline hydrogels from aqueous supramolecular polymer inks. Using a combination of experimental techniques and molecular dynamics simulations, it is found that pH and salt concentration govern intermolecular interactions among the self-assembled structures where lower charge densities on the supramolecular polymers and higher charge screening from the electrolyte result in higher viscosity inks. Enhanced hierarchical interactions among assemblies in high viscosity inks increase the printability and ultimately lead to greater nanoscale alignment in extruded macroscopic filaments when using small nozzle diameters and fast print speeds. The use of this approach is demonstrated to create materials with anisotropic ionic and electronic charge transport as well as scaffolds that trigger the macroscopic alignment of cells due to the synergy of supramolecular self-assembly and additive manufacturing.

Changes in Firearm and Medication Storage Practices in Homes of Youths at Risk for Suicide: Results of the SAFETY Study, a Clustered, Emergency Department-Based, Multisite, Stepped-Wedge Trial.

STUDY OBJECTIVE: We evaluate whether a counseling intervention implemented at the hospital level resulted in safer firearm and medication storage by caregivers of youths aged 10 to 17 years after their child's evaluation in the emergency department (ED) for a behavioral health concern. METHODS: We used a stepped-wedge clustered design rolled out at 4 hospital sites to assess primary preregistered outcomes (self-reported storage changes caregivers made to household firearms and medications), assessed by survey 2 weeks after the ED visit. Three logistic models provided estimates of the intervention effect: an unadjusted model, a model with hospital-level fixed effects, and a model that further adjusts for time. RESULTS: Of the 575 caregiver participants, 208 were firearm owners (123 in usual care, 85 in the intervention). Baseline (pre-ED visit) characteristics did not differ between usual care and intervention phases. During the 2-year study period, twice as many caregivers whose child visited the ED after (compared with before) a hospital adopted the intervention improved firearm storage and 3 times as many improved medication storage (odds ratio [OR]=2.1 [95% confidence interval {CI} 1.0 to ∞] and OR=3.0 [95% CI 2.2 to ∞], respectively). After adjusting for time, the intervention effect for medications persisted (OR=2.0 [95% CI 1.0 to ∞]); the effect on firearms did not (OR=0.7 [95% CI 0.1 to ∞]). CONCLUSION: To our knowledge, this study is the first controlled trial to estimate the effectiveness of an intervention on firearm and medication storage in homes of youths at elevated risk of suicide. We found evidence that caregivers' medication storage improved after their child's ED visit, with evidence suggestive of improvement for firearm storage.

A Typology of Civilians Shot and Killed by US Police: a Latent Class Analysis of Firearm Legal Intervention Homicide in the 2014-2015 National Violent Death Reporting System.

Approximately 1000 people are killed by police acting in the line of duty each year. Historically, research on these deaths, known as legal intervention homicides (LIH), has been limited by data that is either contextually rich but narrow in scope and not readily available to the public (e.g., police department reports from a single city), or detail-poor but geographically broad, large, and readily available (and maintained by federal agencies) (e.g., vital statistics and supplemental homicide reports). Over the past 5 years, however, researchers have turned to the National Violent Death Reporting System (NVDRS), which captures nearly all lethal police shootings in participating states while providing detailed incident and victim information. The current study extends prior work on police-involved lethal shootings in three important ways. First, we use latent class analysis to construct a data-driven, exhaustive, mutually exclusive typology of these events, using NVDRS data 2014-2015. Second, rather than fitting some, but not all cases into predefined sub-types, every case is assigned membership to a particular emergent class. Third, we use a validated case identification process in NVDRS to identify incidents of lethal police-involved shootings. Seven classes emerge. Classes differ across important incident and victim characteristics such as the event that brought the victim and law enforcement together, the highest level of force used by the victim against law enforcement, and the kind of weapon, if any, used by the victim during the incident. Demographic variables do not distribute uniformly across classes (e.g., the latent class in which the victim appeared to pose minimal threat to law enforcement was the only class in which the plurality of victims was a non-white race). Our approach to generating these typologies illustrates how data-driven techniques can complement subjective classification schemes and lay the groundwork for analogous analyses using police encounter data that include fatal and non-fatal outcomes.

Fatal police shootings of civilians, by rurality.

In the United States, firearm homicides disproportionately occur in urban areas. We examine whether the same is true for fatal police shootings. We use data on fatal police shootings from Washington Post's "Fatal Force Database" (2015-2017). Using Census population estimates, we examine rates of fatal police shootings, stratified by race/ethnicity (White, Black, Hispanic), across urban and rural areas using five different classification schemes. Two classification schemes-from the National Center for Health Statistics and the US Department of Agriculture-use counties as the basic unit. Three classification schemes-from the National Center for Education Statistics, the US Census Bureau, and the website "FiveThirtyEight" use zip codes. There were just under 1000 fatal police shootings per year from 2015 to 2017, a rate of 0.31 per 100,000 population. Black victimization rates were more than twice those for Whites, with Hispanic victimization rates in between. Across all classification schemes there was little difference in rates of fatal police shootings between urban and rural areas, with suburbs having somewhat lower rates. Among Whites, rates of fatal police shooting victimization were higher in rural areas compared to urban areas, while among Blacks the rates were higher in more urban areas. Our results suggest that efforts to reduce police shootings of civilians should include rural and suburban as well as urban areas.

Linking Public Safety And Public Health Data For Firearm Suicide Prevention In Utah.

In Utah, a state with a high rate of gun ownership, the shared concerns of diverse stakeholders generated bipartisan support for a state-funded study that tracked patterns of firearm suicide. The study linked sensitive public health and public safety data and identified opportunities for firearm suicide prevention. Findings reported to the state legislature included the proportion of suicide decedents who could have passed a background check for legal firearm possession at their time of death, had a permit to carry a concealed firearm, or had been seen in the hospital for a previous suicide attempt or self-harm. Within six months of the report's release, the legislature, health care and religious groups, and state agencies had launched diverse, major initiatives to reduce firearm suicide that were informed by the report's findings. We present the Utah experience as a case study in bringing diverse stakeholders-particularly gun owners-together to find common ground on firearm suicide prevention and in using linked data to support and guide their efforts.

Firearms training and storage practices among US gun owners: a nationally representative study.

OBJECTIVES: To describe firearm storage practices among US adults and examine the relationship between having received formal firearms training and firearm storage. METHODS: In 2015 we asked a nationally representative online sample of 2072 gun owners how they stored household firearms, their reasons for owning guns, the number and types owned, had they carried a loaded handgun in the prior month and whether they had formal firearms training (and if so, whether training covered suicide prevention, accident prevention, firearm theft prevention, safe handling and safe storage). Unadjusted associations between gun owner characteristics and storage practices were estimated using Pearson's χ2 tests; adjusted associations used multivariate logistic regressions. Final survey weights that combined presample and study-specific poststratification weights account for oversampling of firearm owners and survey non-response. RESULTS: 29.7% (95% CI 27.4% to 32.1%) stored ≥1 firearm loaded and unlocked. Of the 61.4% (95% CI 58.9% to 63.9%) of gun owners with firearms training, 32.3% (95% CI 29.4% to 35.3%) stored ≥1 firearm loaded and unlocked, compared with 25.8% (95% CI 22.3% to 29.7%) of those without training. Storage did not differ by training component, age, sex or race. However, firearms were more likely stored loaded and unlocked when respondents owned for protection, owned >1 firearm, owned handguns or carried a loaded gun. After adjusting for firearm-related characteristics, firearms training was not associated with storing firearms loaded and unlocked (adjusted OR=1.11, 95% Cl 0.80 to 1.53). CONCLUSION: Firearms training, as currently provided, is unlikely to reduce unsafe firearm storage.

Hybrid 3D Printing of Soft Electronics.

Hybrid 3D printing is a new method for producing soft electronics that combines direct ink writing of conductive and dielectric elastomeric materials with automated pick-and-place of surface mount electronic components within an integrated additive manufacturing platform. Using this approach, insulating matrix and conductive electrode inks are directly printed in specific layouts. Passive and active electrical components are then integrated to produce the desired electronic circuitry by using an empty nozzle (in vacuum-on mode) to pick up individual components, place them onto the substrate, and then deposit them (in vacuum-off mode) in the desired location. The components are then interconnected via printed conductive traces to yield soft electronic devices that may find potential application in wearable electronics, soft robotics, and biomedical devices.