Gun violence revictimization in New York State: What increases the risk of being shot again?

BACKGROUND: While gun injuries are more likely to occur in in urban settings and affect people of color, factors associated with gun violence revictimization-suffering multiple incidents of gun violence-are unknown. We examined victim demographics and environmental factors associated with gun violence revictimization in New York state (NYS). METHODS: The 2005-2020 NYS hospital discharge database was queried for patients aged 12-65 years with firearm-related hospital encounters. Patient and environmental variables were extracted. Patient home zip code was used to determine the Social Deprivation Index (SDI) for each patient's area of residence. We conducted bivariate and multivariate analyses among patients who suffered a single incident of gun violence or gun violence revictimization. RESULTS: We identified 38,974 gun violence victims among whom 2,243 (5.8%) suffered revictimization. The proportion of revictimization rose from 4% in 2008 to 8% in 2020 (p < 0.01). The median [IQR] time from first to second incident among those who suffered revictimization was 359 [81-1,167] days. Revictimization was more common among Blacks (75.0% vs 65.1%, p < 0.01), patients with Medicaid (54.9% vs 43.2%, p < 0.01), and in areas of higher deprivation (84.8 percentile vs 82.1 percentile, p < 0.01). CONCLUSIONS: Gun violence revictimization is on the rise. People of color and those residing in areas with high social deprivation are more likely to be re-injured. Our findings emphasize the importance of community-level over individual-level interventions for prevention of gun violence revictimization. LEVEL OF EVIDENCE: Epidemiological, Level III.

Challenging Dogma by Skipping the Emergency Department Thoracotomy: A Propensity Score Matched Analysis of the Trauma Quality Improvement Database.

INTRODUCTION: Survival following emergency department thoracotomy (EDT) for patients in extremis is poor. Whether intervention in the operating room instead of EDT in select patients could lead to improved outcomes is unknown. We hypothesized that patients who underwent intervention in the operating room would have improved outcomes compared to those who underwent EDT. METHODS: We conducted a retrospective review of the Trauma Quality Improvement Program database from 2017 to 2021. All adult patients who underwent EDT, operating room thoracotomy (ORT), or sternotomy as the first form of surgical intervention within 1 h of arrival were included. Of patients without prehospital cardiac arrest, propensity score matching was utilized to create three comparable groups. The primary outcome was survival. Secondary outcomes included time to procedure. RESULTS: There were 1865 EDT patients, 835 ORT patients, and 456 sternotomy patients who met the inclusion criteria. There were 349 EDT, 344 ORT, and 408 sternotomy patients in the matched analysis. On Cox multivariate regression, there was an increased risk of mortality with EDT versus sternotomy (HR 4.64, P < 0.0001), EDT versus ORT (HR 1.65, P < 0.0001), and ORT versus sternotomy (HR 2.81, P < 0.0001). Time to procedure was shorter with EDT versus sternotomy (22 min versus 34 min, P < 0.0001) and versus ORT (22 min versus 37 min, P < 0.0001). CONCLUSIONS: There was an association between sternotomy and ORT versus EDT and improved mortality. In select patients, operative approaches rather than the traditional EDT could be considered.

Transfusion futility thresholds and mortality in geriatric trauma: Does frailty matter?

BACKGROUND: Data on massive transfusion (MT) in geriatric trauma patients is lacking. This study aims to determine geriatric transfusion futility thresholds (TT) and TT variations based on frailty. METHODS: Patients from 2013 to 2018 TQIP database receiving MT were stratified by age and frailty. TTs and outcomes were compared between geriatric and younger adults and among geriatric adults based on frailty status. RESULTS: The TT was lower for geriatric than younger adults (34 vs 39 units; p â€‹= â€‹0.03). There was no difference in TT between the non-frail, frail, and severely frail geriatric adults (37, 30 and 25 units, respectively, p â€‹> â€‹0.05). Geriatric adults had higher mortality than younger adults (63.1% vs 45.8%, p < 0.01). Non-frail geriatric adults had the highest mortality (69.4% vs 56.5% vs 56.2%, p < 0.01). CONCLUSIONS: Geriatric patients have a lower TT than younger adults, irrespective of frailty. This may help improve outcomes and optimize MT utilization.

Feasibility of providing web-based education to patients prior to kidney transplant evaluation.

BACKGROUND: We previously developed web-based education to be used by patients prior to kidney transplant (KTX) evaluation. The current feasibility study evaluated patients' intervention uptake and barriers, and staff experiences of the clinic-wide implementation in preparation for a definitive comparative effectiveness trial. METHODS: Web links and login instructions to view 17 educational videos designed to promote KTX access were delivered via email or text to adults referred to a single transplant center between 10/2020 and 3/2021. Patient barriers were recorded. Non-completers were allowed to view the resources in the clinic. N = 7 clinic staff were interviewed about their experiences of in-clinic delivery of the web-education. Interviews were recorded with field notes and coded using simple content analysis. Patient characteristics and 30-month KTX access were examined with Chi-square, t-tests, and log-rank tests. RESULTS: Of 210 patients, 71% completed the self-education remotely (completers), 16% attempted but did not complete remotely (attempters), and 13% declined the web link invitation (decliners). Implementation barriers included technology access and use difficulties, unstable internet connectivity, limited staff time in clinic to facilitate technology use by patients, and limited technology attentiveness by patients in clinic. In 3-group comparisons, remote decliners were older with worse estimated posttransplant survival scores, and attempters were younger, more often Medicaid insured, and lived in higher area deprivation; both were more often deemed ineligible for KTX than completers. Between-group time-to-transplantation was non-significant (p = .571). CONCLUSION: The majority of patients accessed the web-education remotely; however, more vulnerable demographic populations reported greater problems accessing web-education. In-clinic delivery was burdensome to staff and patients. Future adaptive implementation strategies are needed to allow for adequate patient education.

Expanding the evidence for cross-sector collaboration in implementation science: creating a collaborative, cross-sector, interagency, multidisciplinary team to serve patients experiencing homelessness and medical complexity at hospital discharge.

Introduction: Patients with medical and social complexity require care administered through cross-sector collaboration (CSC). Due to organizational complexity, biomedical emphasis, and exacerbated needs of patient populations, interventions requiring CSC prove challenging to implement and study. This report discusses challenges and provides strategies for implementation of CSC through a collaborative, cross-sector, interagency, multidisciplinary team model. Methods: A collaborative, cross-sector, interagency, multidisciplinary team was formed called the Buffalo City Mission Recuperative Care Collaborative (RCU Collaborative), in Buffalo, NY, to provide care transition support for people experiencing homelessness at acute care hospital discharge through a medical respite program. Utilizing the Expert Recommendations for Implementing Change (ERIC) framework and feedback from cross-sector collaborative team, implementation strategies were drawn from three validated ERIC implementation strategy clusters: 1) Develop stakeholder relationships; 2) Use evaluative and iterative strategies; 3) Change infrastructure. Results: Stakeholders identified the following factors as the main barriers: organizational culture clash, disparate visions, and workforce challenges related to COVID-19. Identified facilitators were clear group composition, clinical academic partnerships, and strategic linkages to acute care hospitals. Discussion: A CSC interagency multidisciplinary team can facilitate complex care delivery for high-risk populations, such as medical respite care. Implementation planning is critically important when crossing agency boundaries for new multidisciplinary program development. Insights from this project can help to identify and minimize barriers and optimize utilization of facilitators, such as academic partners. Future research will address external organizational influences and emphasize CSC as central to interventions, not simply a domain to consider during implementation.

Comparing Pediatric Physical Trauma Outcomes by Special Health Care Needs Status.

BACKGROUND AND OBJECTIVES: Children and Youth with Special Health Care Needs (CYSHCN) have differing risk factors and injury characteristics compared with peers without special health care needs (SHCN). We examined the association between SHCN status and complications, mortality, and length of stay (LOS) after trauma hospitalization. METHODS: We conducted a cross-sectional study using 2018 data from the National Trauma Data Bank for patients aged 1 to 18 years (n = 108 062). We examined the following hospital outcomes: any complication reported, unplanned admission to the ICU, in-hospital mortality, and hospital and ICU LOS. Multivariate regression models estimated the effect of SHCN status on hospital outcomes after controlling for patient demographics, injury severity score, and Glasgow Coma Score. Subanalyses examined outcomes by age, SHCN, and injury severity score. RESULTS: CYSHCN encounters had a greater adjusted relative risk (ARR) of any hospital complications (ARR = 2.980) and unplanned admission to the ICU (ARR = 1.996) than encounters that did not report a SHCN (P < .001). CYSHCN had longer hospital (incidence rate ratio = 1.119) and ICU LOS (incidence rate ratio = 1.319, both P < .001). There were no statistically significant in-hospital mortality differences between CYSHCN and those without. Lower severity trauma was associated with a greater ARR of hospital complications for CYSHCN encounters versus non-CYSHCN encounters. CONCLUSIONS: CYSHCN, particularly those with lower-acuity injuries, are at greater risk for developing complications and requiring more care after trauma hospitalization. Future studies may examine mechanisms of hospital complications for traumatic injuries among CYSHCN to develop prevention and risk-minimization strategies.

A qualitative analysis of Black men's attitudes toward obesity and bariatric surgery.

BACKGROUND: Metabolic and bariatric surgery (MBS) is a safe and highly effective treatment for morbid obesity and related co-morbidities. While MBS access and insurance coverage have greatly improved, sex and racial disparities remain in utilization of MBS. OBJECTIVE: To identify novel intrinsic factors that may explain Black underutilization of surgical treatments for weight management. SETTING: This study was conducted in metropolitan communities of Western New York. METHODS: We conducted semistructured face-to-face interviews with 27 adult Black men with a history of obesity and at least 2 obesity-related conditions (diabetes, hypertension, and/or chronic kidney disease [CKD]), about their attitudes, beliefs, behaviors, and habits related to obesity and obesity management. Interview transcripts were reviewed using thematic analysis for patterns and themes. RESULTS: Most participants did not perceive obesity as a serious health condition and those who had weight-loss goals did not aim for a healthy body mass index (BMI). Trust and respectful communication with physician were very important in making healthcare decisions. MBS was perceived as extreme and dangerous option for weight loss, and only participants with severe symptoms such as chronic pain were open to discussing MBS with their providers. Participants acknowledged lack of role models of similar background who had successfully undergone MBS for obesity. CONCLUSIONS: This study identified misinformation about risks and benefits of MBS and lack of community role models as important factors contributing to Black men's unwillingness to consider MBS. Further research is needed to facilitate patient-provider communication about weight and improve provider's ability and motivation for weight management in primary care settings.

The impact of disclosure of conflicts of interest in studies comparing robot-assisted and laparoscopic cholecystectomies-a persistent problem.

INTRODUCTION: Accurate disclosure of conflicts of interest (COI) is critical to interpretation of study results, especially when industry interests are involved. We reviewed published manuscripts comparing robot-assisted cholecystectomy (RAC) and laparoscopic cholecystectomy (LC) to evaluate the relationship between COI disclosures and conclusions drawn on the procedure benefits and safety profile. METHODS: Searching Pubmed and Embase using key words "cholecystectomy", laparoscopic" and "robotic"/"robot-assisted" retrieved 345 publications. Manuscripts that compared benefits and safety of RAC over LC, had at least one US author and were published between 2014 and 2020 enabling verification of disclosures with reported industry payments in CMS's Open Payments database (OPD) (up to 1 calendar year prior to publication) were included in the analysis (n = 37). RESULTS: Overall, 26 (70%) manuscripts concluded that RAC was equivalent or better than LC (RAC +) and 11 (30%) concluded that RAC was inferior to LC (RAC-). Six manuscripts (5 RAC + and 1 RAC-) did not have clearly stated COI disclosures. Among those that had disclosure statements, authors' disclosures matched OPD records among 17 (81%) of RAC + and 9 (90%) RAC- papers. All 11 RAC- and 17 RAC + (65%) manuscripts were based on retrospective cohort studies. The remaining RAC + papers were based on case studies/series (n = 4), literature review (n = 4) and clinical trial (n = 1). A higher proportion of RAC + (85% vs 45% RAC-) manuscripts used data from a single institution. Authors on RAC + papers received higher amounts of industry payments on average compared to RAC- papers. CONCLUSIONS: It is imperative for authors to understand and accurately disclose their COI while disseminating scientific output. Journals have the responsibility to use a publicly available resource like the OPD to verify authors' disclosures prior to publication to protect the process of scientific authorship which is the foundation of modern surgical care.

The association of the Affordable Care Act with nutrient consumption in adults in the United States.

The Patient Protection and Affordable Care Act, more commonly known as the ACA, was legislation passed in the United States in 2010 to expand access to health insurance coverage for millions of Americans with a key emphasis on preventive care. Nutrition plays a critical role in overall wellness, disease prevention and resilience to chronic illness but prior to the ACA many Americans did not have adequate health insurance coverage to ensure proper nutrition. With passage of the ACA, more individuals received access to nutritional counseling through their primary care physicians as well as prescription vitamins and supplements free of charge. The objective of this study was to evaluate the impact of a national health insurance reform on nutrient intake among general population, including more vulnerable low-income individuals and patients with chronic conditions. Using data from the National Health and Nutrition Examination Survey (NHANES), we identified 8,443 adults aged 21 years and older who participated in the survey before (2011-2012) and after the ACA (2015-2016) implementation and conducted a subgroup analysis of 952 respondents who identified as Medicaid beneficiaries and 719 patients with a history of cancer. Using pre-post study design and bivariate and multivariable logistic analyses, we compared nutrient intake from food and supplementation before and after the ACA and identified risk factors for inadequate intake. Our results suggest that intake of micronutrients found in nutrient-dense foods, mainly fruit and vegetables, has not changed significantly after the ACA. However, overall use of nutritional supplements increased after the ACA (p = 0.05), particularly magnesium (OR = 1.02), potassium (OR = 0.76), vitamin D (both D2, and D3, OR = 1.34), vitamin K (OR = 1.15) and zinc (OR = 0.83), for the general population as well as those in our subgroup analysis Cancer Survivors and Medicaid Recipients. Given the association of increased use of nutritional supplements and expansion of insurance access, particularly in our subgroup analysis, more research is necessary to understand the effect of increasing access to nutritional supplements on the overall intake of micro- and macronutrients to meet daily nutritional recommended allowances.

The Effect of Pharmacy-Led Medication Reconciliation on Odds of Psychiatric Relapse at a Community Hospital.

Purpose: Individuals with psychiatric disorders are at increased risk for treatment non-adherence and related complications, especially during transitions of care. Medication reconciliation is now a standard process during hospital admissions that is uniformly recommended by international organizations to aid in safe and effective care transitions. Pharmacy-led medication reconciliation (PMR) practices are poised to represent a standardized method of reconciliation attempt within this underserved population with complex medication histories. Methods: A retrospective cross-sectional study using medical chart review was conducted for all adults admitted to the inpatient psychiatric service at a community hospital in Buffalo, NY, during 2 months in 2018. Outcomes were 30- and 180-day psychiatric readmission rates, 30- and 180-day visit rates to the outpatient comprehensive psychiatric emergency program (CPEP), and composite 30- and 180-day relapse. Receipt of pharmacy-led medication reconciliation was identified from pharmacy documentation in the electronic medical record. Results: 78% of patient's medication lists on admission were reconciled, with 49% of reconciliations made by the inpatient pharmacy. Presence of a PMR did not alter the odds of inpatient readmission alone, however patients without a PMR were found to have 2.13 times higher odds of visiting the hospital's outpatient CPEP within 30-days (P = .012) and 1.9 times higher odds of any composite psychiatric relapse within 30-days (P = .024). Conclusions: Implementation of hospital-wide pharmacy-led medication reconciliation on admission may help reduce psychiatric relapse across multiple care settings.

An assessment of perioperative outcomes for open, laparoscopic, and robot-assisted pancreaticoduodenectomy in New York State.

BACKGROUND: Minimally invasive techniques for pancreaticoduodenectomy (PD) are increasing in practice, however, data remains limited regarding perioperative outcomes. Our study sought to compare patients undergoing open pancreaticoduodenectomy (OPD) with those undergoing laparoscopic (LPD) or robot-assisted pancreaticoduodenectomy (RPD). METHODS: Patients who underwent PD during 2016-2018 were identified from the New York State Planning and Research Cooperative System database. RESULTS: Of the 1954 patients identified, 1708 (87.4%) underwent OPD, 165 (8.4%) underwent LPD, and 81 (4.2%) underwent RPD. The majority of patients were White (63.8%), males (53.3%) with a mean age of 65.4 years. RPD patients had a lower median Charlson Comorbidity Index (2) than OPD (3) or LPD (3, p = 0.01) and had a lower 30-day rate of complications (35.8% vs. 48.3% vs. 43.6% respectively, p = 0.05). After propensity-score matching, however, there were no differences between the groups regarding overall complications, surgical site infections, anastomotic leaks, or mortality (p = NS for all). OPD demonstrated a longer length of stay (median 8 days) compared to LPD (7 days) or RPD (7 days, p < 0.01). CONCLUSIONS: Patients undergoing LPD and RPD have a shorter length of hospital stay compared to OPD and there was no difference in overall morbidity or mortality when matched to similar patients.

Effect of musculature on mortality, a retrospective cohort study.

BACKGROUND: While often life-saving, treatment for head and neck cancer (HNC) can be debilitating resulting in unplanned hospitalization. Hospitalizations in cancer patients may disrupt treatment and result in poor outcomes. Pre-treatment muscle quality and quantity ascertained through diagnostic imaging may help identify patients at high risk of poor outcomes early. The primary objective of this study was to determine if pre-treatment musculature was associated with all-cause mortality. METHODS: Patient demographic and clinical characteristics were abstracted from the cancer center electronic database (n = 403). Musculature was ascertained from pre-treatment CT scans. Propensity score matching was utilized to adjust for confounding bias when comparing patients with and without myosteatosis and with and without low muscle mass (LMM). Overall survival (OS) was evaluated using the Kaplan-Meier method and Cox multivariable analysis. RESULTS: A majority of patients were male (81.6%), white (89.6%), with stage IV (41.2%) oropharyngeal cancer (51.1%) treated with definitive radiation and chemotherapy (93.3%). Patients with myosteatosis and those with LMM were more likely to die compared to those with normal musculature (5-yr OS HR 1.55; 95% CI 1.03-2.34; HR 1.58; 95% CI 1.04-2.38). CONCLUSIONS: Musculature at the time of diagnosis was associated with overall mortality. Diagnostic imaging could be utilized to aid in assessing candidates for interventions targeted at maintaining and increasing muscle reserves.

Characterizing physical trauma in children and youth with special health care needs.

BACKGROUND: Children and youth with special health care needs (CYSHCN) have or are at an increased risk for a chronic condition necessitating medical and related services beyond what children usually require. While evidence suggests that CYSHCN are at an increased risk of injury, little is known about this population within the trauma system. This study describes CYSHCN within the pediatric trauma system and examines patterns of injury risk (i.e., intent, place of injury, trauma type, and mechanism of injury) based on special health care need (SHCN) status. METHODS: For this cross-sectional study, we used data from the 2018 National Trauma Data Bank to identify pediatric encounters (1-18 years, N = 115,578) and compare demographics (sex, race/ethnicity, insurance status, and age) by CYSHCN status using χ 2 and t tests. Children and youth with special health care needs encounters were compared with non-SHCN encounters using multinomial logistic regression models, controlling for demographics. RESULTS: Overall, 16.7% pediatric encounters reported an SHCN. Children and youth with special health care needs encounters are older, and a higher proportion is publicly insured than non-SHCN encounters ( p < 0.001). Furthermore, CYSHCN encounters have a higher risk of assault (relative risk, 1.331) and self-inflicted (relative risk, 4.208) injuries relative to unintentional injury ( p < 0.001), as well as a higher relative risk of traumatic injury occurring in a private residence ( p < 0.01) than other locations such as school (relative risk, 0.894). Younger CYSHCN encounters have a higher risk of assault relative to unintentional injury when compared with non-SHCN encounters ( p < 0.01). Pediatric trauma encounters reporting mental health and alcohol/substance use disorder SHCN have a higher probability of self-inflicted and assault injuries than non-SHCN encounters ( p < 0.001). CONCLUSIONS: These findings suggest that CYSHCN have different traumatic injury patterns than their non-SHCN peers, particularly in terms of intentional and private residence injury, and deserve a special focus for traumatic injury prevention. LEVEL OF EVIDENCE: Prognostic/epidemiologic, level III.

Problem-solving skills training in adult cancer survivors: Bright IDEAS-AC pilot study.

PURPOSE: Cancer patients experience significant distress and burden of decision-making throughout treatment and beyond. These stressors can interfere with their ability to make reasoned and timely decisions about their care and lead to low physical and social functioning and poor survival. This pilot study examined the impact of offering Problem-Solving Skills Training (PSST) to adult cancer survivors to help them and their caregivers cope more successfully with post-treatment decision-making burden and distress. PATIENTS AND METHODS: Fifty patients who completed their definitive treatment for colorectal, breast or prostate cancer within the last 6 months and reported distress (level > 2 on the National Comprehensive Cancer Network distress thermometer) were randomly assigned to either care as usual (CAU) or 8 weekly PSST sessions. Patients were invited to include a supportive other (n = 17). Patient and caregiver assessments at baseline (T1), end of intervention or 3 months (T2), and at 6 months (T3) focused on problem-solving skills, anxiety/depression, quality of life and healthcare utilization. We compared outcomes by study arm and interviewed participants about PSST burden and skill maintenance. RESULTS: Trial participation rate was 60%; 76% of the participants successfully completed PSST training. PSST patients reported reduction in anxiety/depression, improvement in QoL (p < 0.05) and lower use of hospital and emergency department services compared to CAU patients (p = 0.04). CONCLUSIONS: The evidence from this pilot study indicates that a remotely delivered PSST is a feasible and potentially effective strategy to improve mood and self-management in cancer survivors in community oncology settings.

Outcomes following robot-assisted versus laparoscopic sleeve gastrectomy: the New York State experience.

INTRODUCTION: Laparoscopic sleeve gastrectomy (LSG) represents more than half of all bariatric procedures in the USA, and robot-assisted sleeve gastrectomy (RSG) is becoming increasingly common. There is a paucity of evidence regarding postoperative surgical outcomes (> 30 days) in RSG patients, especially as these patients move between multiple hospital systems. METHODS: Using 2012-2018 New York State's inpatient and ambulatory data from the Statewide Planning and Research Cooperative System, bivariate and multivariate analyses were employed to examine patient long-term outcomes, postoperative complications, and charges following RSG versus LSG in unmatched and propensity score-matched (PSM) samples. RESULTS: Among the 72,157 minimally invasive sleeve gastrectomies identified, 2365 (2.6%) were RSGs. In the PSM sample (2365 RSG matched to 23,650 LSG), RSG cases were more likely to be converted to an open procedure (2.3% vs 0.2% LSG patients, p < 0.01) and had a longer mean length of stay (LOS; 2.1 vs. 1.8 days LSG, p < 0.01). Postoperative complications were not different between RSG and LSG patients, but the proportion of emergency room visits resulting in inpatient readmissions was higher among RSG patients (5.5% vs. 4.2% in LSG patients, p < .01). Among the super obese (body mass index ≥ 50) patients, conversions to open procedure and LOS were also significantly higher for RSG versus LSG cases. Average hospital charges for the index admission ($47,623 RSG vs $35,934 LSG) and cumulative changes for 1 year from the date of surgery ($57,484 RSG vs $43,769 LSG) were > 30% higher for RSG patients. CONCLUSIONS: RSG patients were more likely to have conversions to open procedures, longer postoperative stay, readmissions, and higher charges for both the index admission and beyond, compared to LSG patients. No clear advantages emerged for the utilization of the robotic platform for either average risk or extremely obese patients.

Is New York State good at managing hollow viscus injury?

BACKGROUND: There are an estimated 100,000 cases of abdominal injury (ABI) in the USA, annually resulting in over $12 billion in direct medical cost and $18 billion in lost productivity. This study assesses the timeliness, safety, and efficacy of the surgical management of abdominal injuries (ABIs), hollow viscus injuries (HVIs), and colonic injuries (CIs) for patients residing in New York State (NYS). METHODS: Using data from NYS's Statewide Planning and Research Cooperative System (SPARCS), we identified all trauma patients with ABI admitted between 2006 and 2015. We subdivided ABI into HVI and CI using diagnosis and procedure codes and examined processes of care and outcomes adjusting for patient characteristics, injury severity score, structural, and process indicators. RESULTS: We identified 31,043 hospitalized patients with ABI, 71% were incurred from blunt forces. Most patients with ABI (72%) were treated at a Level I/II trauma center (TC) and 7% patients were transferred to Level I/II TC. Failure to be treated at Level I/II TC was associated with 16% increased hazard of death. HVI was diagnosed in 23% of ABI patients (n = 7294); 18% experienced delayed hollow viscus repair (dHVR); dHVR was associated with a 76% increased hazard of death. CI was diagnosed in 9% of ABI patients (n = 2921) and 18% experienced dHVR. Seventy-five percent of CI were repaired primarily (n = 1354). Less than 37% of stomas were reversed by 4 years of index trauma. CONCLUSION: Most abdominal trauma in NYS was caused by motor vehicle accidents, falls, and assault. dHVR and not being treated at Level I/II TC were associated with worse outcomes. More research is needed to reduce under-triage and delays in the operative treatment of blunt abdominal trauma.

Cross-sectional analysis of myosteatosis and physical function in pretreatment head and neck cancer patients.

BACKGROUND: Head and neck cancer (HNC) and its treatment are associated with muscle weakness and considerable long-term comorbidity. The goal of this study was to determine whether skeletal muscle density (SMD) as quantified from pretreatment computed tomography (CT) scans will correlate with measures of function and strength prior to treatment in physical function in HNC patients. PATIENTS AND METHODS: A cross-sectional analysis was conducted on 90 HNC patients. SMD (myosteatosis vs. normal) was calculated from pretreatment CT scans using SliceOmatic software. Pretreatment physical function was assessed via handgrip strength (HGS), the timed up and go test (TUG), and the short physical performance battery (SPPB). Demographic, cancer, and social characteristics were also collected as confounders. Linear regression models assessed the association between myosteatosis and measures of physical function. RESULTS: The 90 patients were predominately White, male, former smokers with an average BMI of 28.7 ± 5.7 kg/m2. Among men, adjusted models indicate, as compared to those with normal muscle density, the total SPPB score of those with myosteatosis was 1.57 points lower (p = 0.0008), HGS was 0.85 kg lower (p = 0.73), and TUG took 1.34 s longer (p = 0.03). There were no differences in women. CONCLUSION: Myosteatosis is associated with physical function prior to treatment in HNC patients. Larger studies are needed to examine the importance of exercise programs prior to and during treatment to build lean mass and improve long-term prognosis in HNC.

Strategies for Improving Access to Cancer Services in Rural Communities: A Pre-implementation Study.

Background: Implementation science is defined as the scientific study of methods and strategies that facilitate the uptake of evidence-based practice into regular use by practitioners. Failure of implementation is more common in resource-limited settings and may contribute to health disparities between rural and urban communities. In this pre-implementation study, we aimed to (1) evaluate barriers and facilitators for implementation of guideline-concordant healthcare services for cancer patients in rural communities in Upstate New York and (2) identify key strategies for successful implementation of cancer services and supportive programs in resource-poor settings. Methods: The mixed methods study was guided by the Consolidated Framework for Implementation Research (CFIR). Using engagement approaches from Community-Based Participatory Research, we collected qualitative and quantitative data to assess barriers and facilitators to implementation of rural cancer survivorship services (three focus groups, n = 43, survey n = 120). Information was collected using both in-person and web-based approaches and assessed attitude and preferences for various models of cancer care organization and delivery in rural communities. Stakeholders included cancer survivors, their families and caregivers, local public services administrators, health providers, and allied health-care professionals from rural and remote communities in Upstate New York. Data was analyzed using grounded theory. Results: Responders reported preferences for cross-region team-based cancer care delivery and emphasized the importance of connecting local providers with cancer care networks and multidisciplinary teams at large urban cancer centers. The main reported barriers to rural cancer program implementation included regional variation in infrastructure and services delivery practices, inadequate number of providers/specialists, lack of integration among oncology, primary care and supportive services within the regions, and misalignment between clinical guideline recommendations and current reimbursement policies. Conclusions: Our findings revealed a unique combination of community, socio-economic, financial, and workforce barriers to implementation of guideline-concordant healthcare services for cancer patients in rural communities. One strategy to overcome these barriers is to improve provider cross-region collaboration and care coordination by means of teamwork and facilitation. Augmenting implementation framework with provider team-building strategies across and within regions could improve rural provider confidence and performance, minimize chances of implementation failure, and improve continuity of care for cancer patients living in rural areas.

Using the Super Learner algorithm to predict risk of 30-day readmission after bariatric surgery in the United States.

BACKGROUND: Risk prediction models that estimate patient probabilities of adverse events are commonly deployed in bariatric surgery. The objective was to validate a machine learning (Super Learner) prediction model of 30-day readmission after bariatric surgery in comparison with a traditional logistic regression. METHODS: This prognostic study for validation of risk prediction models used data from the Metabolic and Bariatric Surgery Accreditation and Quality Improvement Program. Patients who underwent elective laparoscopic gastric bypass or laparoscopic sleeve gastrectomy between 2015 and 2018 were included. Models used 5-fold cross-validation and were evaluated using the area under the receiver operating characteristic curve, the net reclassification index, and the integrated discrimination improvement. RESULTS: The 30-day readmission rate among 393,833 patients was 3.9%. Super Learner area under the receiver operating characteristic curve was 0.674 (95% confidence interval 0.670-0.679), compared to 0.650 (95% confidence interval 0.645-0.654) for logistic regression. The net reclassification index was 0.239 (95% confidence interval 0.223-0.254), and 0.252 (95% confidence interval 0.249-0.255) for those who were and were not readmitted within 30 days. The integrated discrimination improvement was 0.0032 (95% confidence interval 0.0030-0.0033). CONCLUSION: The Super Learner outperformed traditional logistic regression in predicting risk of 30-day readmission after bariatric surgery. Machine learning models may help target high-risk patients more optimally and prevent unnecessary readmissions.