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Hatchimonji JS, Kaufman EJ, Young AJ, Smith BP, Xiong R, Reilly PM, Holena DN. High-Performance Trauma Centers in a Single-State Trauma System : Big Saves or Marginal Gains? Am Surg 2020; 86:766-772. [PMID: 32723186 DOI: 10.1177/0003134820934415] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Trauma centers with low observed:expected (O:E) mortality ratios are considered high performers; however, it is unknown whether improvements in this ratio are due to a small number of unexpected survivors with high mortality risk (big saves) or a larger number of unexpected survivors with moderate mortality risk (marginal gains). We hypothesized that the highest-performing centers achieve that status via larger numbers of unexpected survivors with moderate mortality risk. METHODS We calculated O:E ratios for trauma centers in Pennsylvania for 2016 using a risk-adjusted mortality model. We identified high and low performers as centers whose 95% CIs did not cross 1. We visualized differences between these centers by plotting patient-level observed and expected mortality; we then examined differences in a subset of patients with a predicted mortality of ≥10% using the chi-squared test. RESULTS One high performer and 1 low performer were identified. The high performer managed a population with more blunt injuries (97.2% vs 93.6%, P < .001) and a higher median Injury Severity Score (14 vs 11, P < .001). There was no difference in survival between these centers in patients with an expected mortality of <10% (98.0% vs 96.7%, P = .11) or ≥70% (23.5% vs 10.8%, P = .22), but there was a difference in the subset with an expected mortality of ≥10% (77.5% vs 43.1%, P < .001). CONCLUSIONS Though patients with very low predicted mortality do equally well in high-performing and low-performing centers, the fact that performance seems determined by outcomes of patients with moderate predicted mortality favors a "marginal gains" theory.
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Hatchimonji JS, Swendiman RA, Kaufman EJ, Scantling D, Passman JE, Yang W, Kit Delgado M, Holena DN. Multiple Complications in Emergency Surgery : Identifying Risk Factors for Failure-to-Rescue. Am Surg 2020; 86:787-795. [PMID: 32683944 DOI: 10.1177/0003134820934400] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
BACKGROUND While the use of the failure-to-rescue (FTR) metric, or death after complication, has expanded beyond elective surgery to emergency general surgery (EGS), little is known about the trajectories patients take from index complication to death. METHODS We conducted a retrospective cohort study of EGS operations using the National Surgical Quality Improvement Project (NSQIP) dataset, 2011-2017. 16 major complications were categorized as infectious, respiratory, thrombotic, cardiac, renal, neurologic, or technical. We tabulated common combinations of complications. We then use logistic regression analyses to test the hypotheses that (1) increase in the number and frequency of complications would yield higher FTR rates and (2) secondary complications that span a greater number of organ systems or mechanisms carry a greater associated FTR risk. RESULTS Of 329 183 EGS patients, 69 832 (21.2%) experienced at least 1 complication. Of the 11 195 patients who died following complication (16.0%), 8205 (63.4%) suffered more than 1 complication. Multivariable regression analyses revealed an association between the number of complications and mortality risk (odds ratio [OR] 2.37 for 2 complications vs 1, P < .001). There was a similar increase in mortality with increased complication accrual rate (OR 3.29 for 0.2-0.4 complications/day vs <0.2, P < .001). Increasing the number of types of complication were similarly associated with mortality risk. DISCUSSION While past FTR analyses have focused primarily on index complication, a broader consideration of ensuing trajectory may enable identification of high-risk cohorts. Efforts to reduce mortality in EGS should focus on attention to those who suffer a complication to prevent a cascade of downstream complications culminating in death.
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Hatchimonji JS, Dumas RP, Kaufman EJ, Scantling D, Stoecker JB, Holena DN. Questioning dogma: does a GCS of 8 require intubation? Eur J Trauma Emerg Surg 2020; 47:2073-2079. [PMID: 32382780 PMCID: PMC7223660 DOI: 10.1007/s00068-020-01383-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Accepted: 04/24/2020] [Indexed: 11/26/2022]
Abstract
Background There is no evidence supporting intubation for a Glasgow Coma Scale (GCS) of 8. We investigated the effect of intubation in trauma patients with a GCS 6–8, with the hypothesis that intubation would increase mortality and length of stay. Methods We studied adult patients with GCS 6–8 from the 2016 National Trauma Data Bank. Intubated and non-intubated patients were compared using inverse probability weighted regression adjustment (IPWRA) to control for injury severity and patient characteristics. Outcomes were mortality, intensive care unit length of stay (ICU LOS), and total LOS. Stratified analysis was performed to investigate the effect in patients with and without head injuries. Results Among 6676 patients with a GCS between 6 and 84,078 were intubated within 1 h of arrival to the emergency department. The overall mortality rate was 15.1%. IPWRA revealed an increase in mortality associated with intubation (OR 1.05, 95% CI 1.03, 1.06). The results were similar in patients with head injuries (OR 1.04, 95% CI 1.02, 1.06) and without (OR 1.06, 95% CI 1.03, 1.10). Among the 5,742 patients admitted to the ICU, intubation was associated with a 14% increase in ICU LOS (95% CI 8–20%; 5.5 vs. 4.8 days; p < 0.001). The overall length of stay was 27% longer (95% CI 19.8–34.3%) among intubated patients (mean 7.7 vs 6.0 days; p < 0.001). Conclusion Among patients with GCS of 6 to 8, intubation on arrival was associated with an increase in mortality and with longer ICU and overall length of stay. The use of a strict threshold GCS to mandate intubation should be revisited.
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Scantling D, Hatchimonji J, Kaufman EJ, Xiong A, Yang P, Christie JD, Reilly PM, Holena DN. Cardiac complications and failure to rescue after injury in a mature state trauma system: Towards identifying opportunities for improvement. Injury 2020; 51:1216-1223. [PMID: 32122623 DOI: 10.1016/j.injury.2020.02.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Revised: 02/01/2020] [Accepted: 02/04/2020] [Indexed: 02/02/2023]
Abstract
INTRODUCTION Cardiac complications (CC) after injury are rare but contribute disproportionately to mortality. Variability in rates of CC and failure to rescue (FTR) after CC (FTR-C) within trauma systems may suggest opportunities for improvement, but we have not yet demonstrated the ability to identify high and low performers. We examined center-level rates of CC and FTR-C in a mature trauma system with the hypothesis that high-performing centers for each of these outcomes could be identified. METHODS Using a statewide trauma registry from 2007-2015, we developed multivariable logistic regression models on CC and FTR-C including patient demographics, physiology, comorbidity, and injury data. Predicted probabilities of each outcome were summed to generate expected event rates, which were compared to observed event rates to generate centerlevel observed-to-expected (O:E) ratios. We measured internal consistency between CC and FTR-C for centers using Cronbach's alpha. RESULTS Cardiac complications occurred in 5,079/278,042 (1.8%; center-level range: 0.9-3.8%) of included patients (median age 55 (IQR 34-76), 84% Caucasian, 60% male, 92% blunt, median ISS 9 (IQR5-16)). Death after CC occurred in 982/5,097 patients for an FTR-C rate of 19.3% (center-level range: 7.8-30.4%). 10/27 centers were high-performers (95% confidence interval for O:E ratio <1) for CC and 2/27 centers were high-performers for FTR-C, but internal consistency between these metrics was poor (alpha = 0.31). CONCLUSION Rates of CC and FTR-C vary significantly between hospitals in mature trauma systems but high-performing centers can be identified. Inconsistent performance between metrics suggests unknown institutional factors underlie performance for CC and FTR.
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Kaufman EJ, Hatchimonji JS, Ma LW, Passman J, Holena DN. Complications and Failure to Rescue After Abdominal Surgery for Trauma in Obese Patients. J Surg Res 2020; 251:211-219. [PMID: 32171135 DOI: 10.1016/j.jss.2020.01.026] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Revised: 01/06/2020] [Accepted: 01/31/2020] [Indexed: 10/24/2022]
Abstract
BACKGROUND Although obesity is considered an epidemic in the United States, there is mixed evidence regarding the impact of obesity on outcomes after traumatic injury and major surgery. We hypothesized that obese patients undergoing trauma laparotomy would be at increased risk of failure to rescue (FTR), defined as death after a complication. METHODS We analyzed trauma registry data for adult patients who underwent abdominal exploration for trauma at all 30 level I and II Pennsylvania trauma centers, 2011-2014. We used competing risks regression to identify significant risk factors for complications. We used multivariable logistic regression to identify significant risk factors for FTR. RESULTS Of 95,806 admitted patients, 15,253 (15.9%) were categorized as obese. Overall, 3228 (3.4%) underwent laparotomy, including 2681 (83.1%) nonobese and 547 (17.0%) obese patients. Among obese patients, 47.2% had at least one complication and 28.7% had two or more complications, compared with 33.5% and 18.7% of nonobese patients, respectively. The most common complication was pneumonia (15.0% of obese and 10.5% of nonobese patients; P = 0.003), followed by sepsis (8.8% versus 4.2%; P < 0.001) and deep vein thrombosis (8.4% versus 5.9%; P < 0.001). Obesity was independently associated with complications (hazard ratio, 1.4; 95% confidence interval, 1.2-1.6). In multivariable analysis, obesity was not associated with FTR (odds ratio, 1.3; 95% confidence interval, 0.9-2.0). CONCLUSIONS Obesity is a risk factor for complications after traumatic injury but not for FTR. The increased risk of complications may reflect processes of care that are not attuned to the needs of this population, offering opportunities for improvement in care.
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Hatchimonji JS, Kaufman EJ, Stoecker JB, Sharoky CE, Holena DN. Failure to Rescue in Emergency Surgery: Is Precedence a Problem? J Surg Res 2020; 250:172-178. [PMID: 32070836 DOI: 10.1016/j.jss.2019.12.051] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Revised: 11/04/2019] [Accepted: 12/26/2019] [Indexed: 11/18/2022]
Abstract
BACKGROUND Mortality in emergency general surgery (EGS) is often attributed to patient condition, which may obscure opportunities for improvement in care. Identifying failure to rescue (FTR), or death after complication, may reveal these opportunities. FTR has been problematic in trauma secondary to low precedence rates (proportion of deaths preceded by complication). We sought to evaluate this in EGS, hypothesizing that precedence is lower in EGS than in similar elective operations. METHODS National Inpatient Sample data from January 2014 through September 2015 were used. 150,027 adult operative EGS complete cases were defined by emergent admission, one of seven International Classification of Diseases, ninth revision (ICD-9) procedure group codes for common EGS operations, and timing to operation (<48 h); these represent 750,135 patients under the National Inpatient Sample sampling design. Deaths were precedented if one of eight prespecified complications was identified. Chi-squared tests were used to compare precedence rates between selected emergent and elective operations. RESULTS There was a 2.5% mortality rate in this cohort of operative EGS patients, with an 84.1% (95% CI: 82.7%-85.4%) precedence rate. Among the seven listed procedure groups, those with clinically reasonable elective analogs were cholecystectomy, colon resection, and laparotomy. Emergent versus elective precedence rates were 90.2% versus 82.0% (P = 0.004) for colon resection, 81.3% versus 86.8% (P = 0.26) for cholecystectomy, and 68.8% versus 92.7% (P < 0.001) for laparotomy. CONCLUSIONS Precedence rates in EGS were higher than expected and were similar to previously published rates in nonemergent surgery, suggesting that FTR is likely to be reliable using standard methodology. Management of complications after emergency operation may represent significant opportunities to prevent mortality.
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Hatchimonji JS, Kaufman EJ, Sharoky CE, Ma LW, Holena DN. A 'weekend effect' in operative emergency general surgery. Am J Surg 2019; 220:237-239. [PMID: 31744597 DOI: 10.1016/j.amjsurg.2019.11.024] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Revised: 10/16/2019] [Accepted: 11/04/2019] [Indexed: 12/21/2022]
Abstract
BACKGROUND Evidence of a "weekend effect" is limited in emergency general surgery (EGS). We hypothesized that there are increased rates of complications, death, and failure-to-rescue (FTR) in patients undergoing weekend EGS operations. METHODS National Inpatient Sample (NIS) data, January 2014-September 2015 were used. Operative EGS patients were identified by ICD-9 procedure code and timing to operation. Complications were defined by ICD-9 code. We performed survey-weighted multivariable regression analyses. RESULTS Of 438,110 EGS patients, 103,450 underwent weekend operation. There was no association between weekend operation and FTR (OR 1.17; 95%CI 0.95-1.45) or complications (OR 1.04; 95%CI 0.97-1.13). There was a weekend effect on mortality (OR 1.22; 95%CI 1.02-1.46) and an interactive effect between weekend operation and teaching status on complications (teaching OR 1.22; 95%CI 1.15-1.29; interaction OR 1.13; 95%CI 1.03-1.25). CONCLUSIONS There is evidence for a "weekend effect" on mortality, but not complications or FTR, in this cohort.
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Hatchimonji JS, Kaufman EJ, Sharoky CE, Holena DN. Failure-to-Rescue in Emergency Surgery: Is Precedence a Problem? J Am Coll Surg 2019. [DOI: 10.1016/j.jamcollsurg.2019.08.218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Hatchimonji JS, Kaufman EJ, Sharoky CE, Ma L, Holena DN. Weekend Effect in Operative Emergency General Surgery. J Am Coll Surg 2019. [DOI: 10.1016/j.jamcollsurg.2019.08.264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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de Angelis P, Kaufman EJ, Barie PS, Narayan M, Smith K, Winchell RJ. Disparities in Timing of Trauma Consultation: A Trauma Registry Analysis of Patient and Injury Factors. J Surg Res 2019; 242:357-362. [PMID: 31132627 DOI: 10.1016/j.jss.2019.04.073] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Revised: 04/10/2019] [Accepted: 04/25/2019] [Indexed: 11/15/2022]
Abstract
BACKGROUND Efficient trauma systems rely on field and emergency department (ED) personnel to triage patients to the appropriate level of care. Undertriage puts patients at risk, whereas overtriage results in system strain. Although much research has focused on prehospital triage, little is known about trauma triage processes within the ED. We investigated the timing of trauma consultation in the ED of a level I trauma center. We hypothesized that patient characteristics and injury type would be associated with time to consultation, with women, Black patients, older patients, and those with head and torso injuries experiencing longer time to consult. MATERIALS AND METHODS Patients aged ≥18 y referred to the trauma service via consultation were recruited retrospectively. Bivariable and multivariable negative binomial regressions were used to assess the association between patient and injury characteristics and time to consult. We used multivariable logistic regression adjusted for patient and injury characteristics to assess for association between time to consult and mortality and length of stay. RESULTS Among 588 adult consult patients, median time to consult was 177 min (interquartile range 106-265). In multivariable analysis, Black patients had longer time to consult (incidence rate ratio [IRR] 1.33, 95% confidence interval [CI] 1.10, 1.60) as did women (IRR 1.15, 95% CI 1.02, 1.29). Head injury was associated with shorter time to consult (IRR 0.81, 95% CI 0.71, 0.92). Time to consult was not associated with mortality or length of stay. CONCLUSIONS Patient demographics and injury characteristics influenced the timing of trauma consultation. More robust criteria for equitable evaluation of patients are needed to eliminate disparities, prevent delays, and streamline care.
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Kaufman EJ, Karp DN, Delgado MK. US Emergency Department Encounters for Law Enforcement-Associated Injury, 2006-2012. JAMA Surg 2019; 152:603-605. [PMID: 28423170 DOI: 10.1001/jamasurg.2017.0574] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
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Kaufman EJ, Morrison CN, Branas CC, Wiebe DJ. State Firearm Laws and Interstate Firearm Deaths From Homicide and Suicide in the United States: A Cross-sectional Analysis of Data by County. JAMA Intern Med 2018; 178:692-700. [PMID: 29507953 PMCID: PMC5885268 DOI: 10.1001/jamainternmed.2018.0190] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
IMPORTANCE Firearm laws in one state may be associated with increased firearm death rates from homicide and suicide in neighboring states. OBJECTIVE To determine whether counties located closer to states with lenient firearm policies have higher firearm death rates. DESIGN, SETTING, AND PARTICIPANTS This cross-sectional study of firearm death rates by county for January 2010 to December 2014 examined data from the US Centers for Disease Control and Prevention for firearm suicide and homicide decedents for 3108 counties in the 48 contiguous states of the United States. EXPOSURES Each county was assigned 2 scores, a state policy score (range, 0-12) based on the strength of its state firearm laws, and an interstate policy score (range, -1.33 to 8.31) based on the sum of population-weighted and distance-decayed policy scores for all other states. Counties were divided into those with low, medium, and high home state and interstate policy scores. MAIN OUTCOMES AND MEASURES County-level rates of firearm, nonfirearm, and total homicide and suicide. With multilevel Bayesian spatial Poisson models, we generated incidence rate ratios (IRR) comparing incidence rates between each group of counties and the reference group, counties with high home state and high interstate policy scores. RESULTS Stronger firearm laws in a state were associated with lower firearm suicide rates and lower overall suicide rates regardless of the strength of the other states' laws. Counties with low state scores had the highest rates of firearm suicide. Rates were similar across levels of interstate policy score (low: IRR, 1.34; 95% credible interval [CI], 1.11-1.65; medium: IRR, 1.36, (95% CI, 1.15-1.65; and high: IRR, 1.43; 95% CI, 1.20-1.73). Counties with low state and low or medium interstate policy scores had the highest rates of firearm homicide. Counties with low home state and interstate scores had higher firearm homicide rates (IRR, 1.38; 95% CI, 1.02-1.88) and overall homicide rates (IRR, 1.32; 95% CI, 1.03-1.67). Counties in states with low firearm policy scores had lower rates of firearm homicide only if the interstate firearm policy score was high. CONCLUSIONS AND RELEVANCE Strong state firearm policies were associated with lower suicide rates regardless of other states' laws. Strong policies were associated with lower homicide rates, and strong interstate policies were also associated with lower homicide rates, where home state policies were permissive. Strengthening state firearm policies may prevent firearm suicide and homicide, with benefits that may extend beyond state lines.
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Earl-Royal EC, Kaufman EJ, Hanlon AL, Holena DN, Rising KL, Kit Delgado M. Corrigendum to "Factors associated with hospital admission after an emergency department treat and release visit for older adults with injuries" [Am J Emerg Med 35(9) (2017) 1252-1257]. Am J Emerg Med 2018; 36:1724-1725. [PMID: 29548520 DOI: 10.1016/j.ajem.2018.01.101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
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Kondo MC, Morrison C, Guerra E, Kaufman EJ, Wiebe DJ. Where do bike lanes work best? A Bayesian spatial model of bicycle lanes and bicycle crashes. SAFETY SCIENCE 2018; 103:225-233. [PMID: 32713993 PMCID: PMC7380879 DOI: 10.1016/j.ssci.2017.12.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
US municipalities are increasingly introducing bicycle lanes to promote bicycle use, increase roadway safety and improve public health. The aim of this study was to identify specific locations where bicycle lanes, if created, could most effectively reduce crash rates. Previous research has found that bike lanes reduce crash incidence, but a lack of comprehensive bicycle traffic flow data has limited researchers' ability to assess relationships at high spatial resolution. We used Bayesian conditional autoregressive logit models to relate the odds that a bicycle injury crash occurred on a street segment in Philadelphia, PA (n = 37,673) between 2011 and 2014 to characteristics of the street and adjacent intersections. Statistical models included interaction terms to address the problem of unknown bicycle traffic flows, and found bicycle lanes were associated with reduced crash odds of 48% in streets segments adjacent to 4-exit intersections, of 40% in streets with one- or two-way stop intersections, and of 43% in high traffic volume streets. Presence of bicycle lanes was not associated with change in crash odds at intersections with less or more than 4 exits, at 4-way stop and signalized intersections, on one-way streets and streets with trolley tracks, and on streets with low-moderate traffic volume. The effectiveness of bicycle lanes appears to depend most on the configuration of the adjacent intersections and on the volume of vehicular traffic. Our approach can be used to predict specific street segments on which the greatest absolute reduction in bicycle crash odds could occur by installing new bicycle lanes.
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Kaufman EJ, Ertefaie A, Small DS, Holena DN, Delgado MK. Comparative Effectiveness of Initial Treatment at Trauma Center vs Neurosurgery-Capable Non-Trauma Center for Severe, Isolated Head Injury. J Am Coll Surg 2018; 226:741-751.e2. [PMID: 29501610 DOI: 10.1016/j.jamcollsurg.2018.01.055] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2017] [Revised: 01/15/2018] [Accepted: 01/29/2018] [Indexed: 11/15/2022]
Abstract
BACKGROUND Head injury is an increasing contributor to death and disability, particularly among the elderly. Older patients are less likely to be treated at trauma centers, and head injury is the most common severe injury treated at non-trauma centers. We hypothesized that patients initially triaged to trauma centers would have lower rates of mortality and higher rates of discharge home without services than those treated at non-trauma centers. STUDY DESIGN We used the State Emergency Department and Inpatient Databases (2011 to 2012) for 6 states to conduct a retrospective cohort study of patients with severe, isolated head injury. Combined, these databases capture all visits to non-federal emergency departments. We compared in-hospital mortality and discharge status for all adults and for the subgroup aged 65 years or older who initially presented to either a trauma center or a neurosurgery-capable non-trauma center. To account for selection bias, we used differential distance from patients' homes to a trauma center as an instrumental variable and performed a multivariable matched analysis. RESULTS Of 62,198 patients who presented with severe, isolated head injury, 44.2% presented to non-trauma centers and 55.8% to trauma centers. In multivariable matched instrumental variable analysis, initial presentation to a trauma center was associated with no significant difference in overall mortality (-1.06%; 95% CI -3.36% to 1.19%), but a 5.8% higher rate of discharge home (95% CI 1.7% to 10.0%). Among patients aged 65 years or older, initial presentation to a trauma center was associated with a 3.4% reduction in mortality (95% CI 0.0% to 7.1%). CONCLUSIONS Patients with isolated, severe head injury have better outcomes if initially treated in designated trauma centers. As 40% of such patients were triaged to non-trauma centers, there are major opportunities for improving outcomes.
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Jacoby SF, Richmond TS, Holena DN, Kaufman EJ. A safe haven for the injured? Urban trauma care at the intersection of healthcare, law enforcement, and race. Soc Sci Med 2018; 199:115-122. [PMID: 28552292 PMCID: PMC5694382 DOI: 10.1016/j.socscimed.2017.05.037] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2016] [Revised: 05/13/2017] [Accepted: 05/17/2017] [Indexed: 10/19/2022]
Abstract
Patients with traumatic injuries often interact with police before and during hospitalization, particularly when their injuries are due to violence. People of color are at highest risk for violent injuries and have the poorest outcomes after injury. The purpose of this study was to describe how injured, Black patients perceived their interactions with police and what these perceptions reveal about police involvement within trauma care systems. We combined data from two qualitative studies to achieve this aim. The first was ethnographic fieldwork that followed Black trauma patients in the hospital through the physical and emotional aftermath of their injuries. The second was a qualitative, descriptive study of how patients experienced trauma resuscitation in the emergency department (ED). Both studies were conducted between 2012 and 2015 at the Trauma Center at Penn, an academic medical center in Philadelphia, Pennsylvania, United States. The present study includes data from 24 adult, Black participants undergoing treatment for injury. We reanalyzed all interview data related to law enforcement encounters from the scene of injury through inpatient hospitalization and coded data using a constant comparative technique from grounded theory. Participants described law enforcement encounters at the scene of injury and during transport to the hospital, in the ED, and over the course of inpatient care. Injured participants valued police officers' involvement when they perceived that officers provided safety at the scene, speed of transport to the hospital, or support and information after injury. Injured participants also found police questioning to be stressful and, at times, disrespectful or conflicting with clinical care. Communities, trauma centers, and professional societies have the opportunity to enact policies that standardize law enforcement access in trauma centers and balance patients' health, privacy, and legal rights with public safety needs.
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Kaufman EJ, Jacoby SF, Sharoky CE, Carr BG, Delgado MK, Reilly PM, Holena DN. Patient Characteristics and Temporal Trends in Police Transport of Blunt Trauma Patients: A Multicenter Retrospective Cohort Study. PREHOSP EMERG CARE 2017; 21:715-721. [PMID: 28661715 PMCID: PMC5849474 DOI: 10.1080/10903127.2017.1332127] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2017] [Revised: 05/04/2017] [Accepted: 05/15/2017] [Indexed: 10/19/2022]
Abstract
BACKGROUND Police transport (PT) of penetrating trauma patients has the potential to decrease prehospital times for patients with life-threatening hemorrhage and is part of official policy in Philadelphia, Pennsylvania. We hypothesized that rates of PT of bluntly injured patients have increased over the past decade. METHODS We used Pennsylvania Trauma Outcomes Study registry data from 2006-15 to identify bluntly injured adult patients transported to all 8 trauma centers in Philadelphia. PT was compared to ambulance transport, excluding transfers, burn patients, and private transport. We compared demographics, mechanism, and injury outcomes between PT and ambulance transport patients and used multivariable logistic regression to identify independent predictors of PT. We also identified physiological indicators and injury patterns that might have benefitted from prehospital intervention by EMS. RESULTS Of 28 897 bluntly injured patients, 339 (1.2%) were transported by police and 28 558 (98.8%) by ambulance. Blunt trauma accounted for 11% of PT and penetrating trauma for 89%. PT patients were younger, more likely to be male, and more likely to be African American or Asian and were more often injured by assault or motor vehicle crash. There were no significant differences presenting physiology between PT and EMS patients. In multivariable logistic regression analysis, male sex (OR 1.89, 95%CI 1.40-2.55), African American race (OR 1.71 95%CI 1.34-2.18), and Asian race (OR 2.25, 95%CI 1.22-4.14) were independently associated with PT. Controlling for injury severity and physiology, there was no significant difference in mortality between PT and EMS. Overall, 64% of PT patients had a condition that might have benefited from prehospital intervention such as supplemental oxygen for brain injury or spine stabilization for vertebral fractures. CONCLUSIONS PT affects a small minority of blunt trauma patients, and did not appear associated with higher mortality. However, PT patients included many who might have benefited from proven, prehospital intervention. Clinicians, EMS providers, and law enforcement should collaborate to optimize use of PT within the trauma system.
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Kaufman EJ, Richmond TS, Wiebe DJ, Jacoby SF, Holena DN. Patient Experiences of Trauma Resuscitation. JAMA Surg 2017; 152:843-850. [PMID: 28564706 DOI: 10.1001/jamasurg.2017.1088] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Importance Patient satisfaction is an increasingly common feature of quality measurement, and patient-centered care is a key aspect of high-quality clinical care. Incorporating patient preferences in an acute context, such as trauma resuscitation, presents distinct challenges; however, to our knowledge, patients' experiences of trauma resuscitation have not been explored. Objectives To describe patient experiences of trauma resuscitation and to identify opportunities to improve patient experience without compromising speed or thoroughness. Design, Setting, and Participants This qualitative, descriptive study was conducted at an urban, academic, level I trauma center. Semistructured interviews and video observations were conducted from May to December 2015. Interview participants were adult English-speaking patients who had experienced trauma resuscitation and were clinically stable with no alteration in consciousness. We recruited interview participants and conducted video observations until thematic saturation was reached, resulting in 30 interviews and 20 observations. Video observation patients did not overlap with interview participants. The purposive sample included equal numbers of violently and nonviolently injured patients. Data were analyzed for thematic content from June 2015 to April 2016. Main Outcomes and Measures The main outcomes reported are themes of patient experience. Results Of 30 interview participants, 25 were men (83.3%), and 21 were black (70.0%). Of 20 video observation patients, 16 were men (80.0%), and 17 were black (85.0%). Salient aspects of patient experience of trauma resuscitation included emotional responses, physical experience, nonclinical concerns, treatment and procedures, trauma team members' interactions, communication, and comfort. Participants drew satisfaction from trauma team members' demeanor, expertise, and efficiency and valued clear clinical communication, as well as words of reassurance. Dissatisfaction stemmed from the perceived absence of these attributes and from participants' emotional or physical discomfort. Observation data added insight into the components of care that may have contributed to participants' responses and those aspects of care that were not salient to participants. Conclusions and Relevance Although the urgency of trauma care limits explicit discussion and consideration of patient priorities, we found that patient concerns corresponded well with trauma team goals. Patients perceived trauma team members as competent, efficient, and caring. Focusing on patient communication could further improve patient-centeredness in this setting.
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Earl-Royal EC, Kaufman EJ, Hanlon AL, Holena DN, Rising KL, Kit Delgado M. Factors associated with hospital admission after an emergency department treat and release visit for older adults with injuries. Am J Emerg Med 2017; 35:1252-1257. [PMID: 28410919 PMCID: PMC5854494 DOI: 10.1016/j.ajem.2017.03.051] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2016] [Revised: 03/19/2017] [Accepted: 03/21/2017] [Indexed: 11/24/2022] Open
Abstract
INTRODUCTION Emergency Department (ED) visits for injury often precede hospital admissions in older adults, but risk factors for these admissions are poorly characterized. We sought to determine the incidence and risk factors for hospitalization shortly following discharge home from an ED visit for traumatic injury in older adults. We hypothesized higher risk for admission in those with increased age, discharged home after falls, with increased comorbidity burden, and who live in poor neighborhoods. METHODS We identified all community-dwelling patients ≥65years old treated and released for traumatic injury at non-federal EDs in Florida using the 2011 State Inpatient Database and State ED Database of the Agency for Healthcare Research and Quality. Outcome measures were hospitalization within 9 and 30days of discharge from the ED. Multivariable logistic regression was used to establish independent risk factors for hospital admission. RESULTS Of 163,851 index ED injury visits, 6298 (3.8%) resulted in inpatient admissions within 9days and 12,938 (7.9%) within 30days. Factors associated with increased odds of admission within 9days included: each additional comorbidity, ≥moderate injury to abdomen or pelvis/extremities, and median neighborhood income<$39,000. Additional factors associated with increased odds of admission within 30days included: lack of private insurance supplement and median neighborhood income<$48,000. CONCLUSION Among older adults treated and discharged from the ED for an injury, those who have high comorbidity burdens, have abdominal or orthopedic injuries, and live in poor neighborhoods are at increased risk of hospitalization within 9 or 30days of ED discharge.
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Sharoky CE, Bailey EA, Sellers MM, Kaufman EJ, Sinnamon AJ, Wirtalla CJ, Holena DN, Kelz RR. Outcomes of hospitalized patients undergoing emergency general surgery remote from admission. Surgery 2017; 162:612-619. [PMID: 28689604 DOI: 10.1016/j.surg.2017.05.008] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2017] [Revised: 04/13/2017] [Accepted: 05/03/2017] [Indexed: 10/19/2022]
Abstract
BACKGROUND Emergency general surgery during hospitalization has not been well characterized. We examined emergency operations remote from admission to identify predictors of postoperative 30-day mortality, postoperative duration of stay >30 days, and complications. METHODS Patients >18 years in The American College of Surgeons National Surgical Quality Improvement Program (2011-2014) who had 1 of 7 emergency operations between hospital day 3-18 were included. Patients with operations >95th percentile after admission (>18 days; n = 581) were excluded. Exploratory laparotomy only (with no secondary procedure) represented either nontherapeutic or decompressive laparotomy. Multivariable logistic regression was used to identify predictors of study outcomes. RESULTS Of 10,093 patients with emergency operations, most were elderly (median 66 years old [interquartile ratio: 53-77 years]), white, and female. Postoperative 30-day mortality was 12.6% (n = 1,275). Almost half the cohort (40.1%) had a complication. A small subset (6.8%) had postoperative duration of stay >30 days. Postoperative mortality after exploratory laparotomy only was particularly high (>40%). In multivariable analysis, an operation on hospital day 11-18 compared with day 3-6 was associated with death (odds ratio 1.6 [1.3-2.0]), postoperative duration of stay >30 days (odds ratio 2.0 [1.6-2.6]), and complications (odds ratio 1.5 [1.3-1.8]). Exploratory laparotomy only also was associated with death (odds ratio 5.4 [2.8-10.4]). CONCLUSION Emergency general surgery performed during a hospitalization is associated with high morbidity and mortality. A longer hospital course before an emergency operation is a predictor of poor outcomes, as is undergoing exploratory laparotomy only.
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Kaufman EJ, Earl-Royal E, Barie PS, Holena DN. Failure to Rescue after Infectious Complications in a Statewide Trauma System. Surg Infect (Larchmt) 2016; 18:89-98. [PMID: 27912035 DOI: 10.1089/sur.2016.112] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND The failure to rescue (FTR) rate, the rate of death after a complication, measures a center's ability to identify and manage complications by "rescuing" vulnerable patients. Infectious complications are common after trauma, but risk factors for death after infection are not established. We hypothesized that risk factors would differ for FTR after infectious complications, development of infections, and for development of and death after non-infectious complications. PATIENTS AND METHODS We analyzed trauma registry data for adult patients admitted to all 30 level I and II Pennsylvania trauma centers, 2011-2014. We used multivariable regression to identify risk factors for infection, non-infectious complications, failure to rescue after infection (FTR-I), failure to rescue after non-infectious complications (FTR-N), and death. We compared secondary complication patterns among patients with an index infection. RESULTS Of 95,806 admitted patients, at least one complication developed in 11.2%. Among these, 33.6% had an infection as the first complication. Mortality rates were 3.7% overall, 2.8% in patients with no complications, 7.2% after infection, and 13.5% after non-infectious complications. Urinary tract infection was the most common infection (41.7%), followed by pneumonia (37.5%) and wound infection (6.9%). Risk factors for infection included higher injury severity score (ISS), poor admitting physiology, female gender, cirrhosis, dementia, history of stroke, and drug abuse. Factors associated with FTR-I included male gender (odds ratio [OR] 1.6, 95% confidence interval 1.1-1.2), older age (OR 1.04, 1.03-1.05), increased ISS, cirrhosis, chronic renal insufficiency, and use of anticoagulation or steroids. CONCLUSIONS Infectious complications are common in trauma patients and are an important component of FTR. Risk factors for infection and FTR-I differ and may help identify patients who may benefit from close surveillance and early intervention. Half of all FTR deaths were preceded by only a single complication, highlighting that management of this index complication, along with any secondary complications, may be a fruitful area for intervention.
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Kaufman EJ, Wiebe DJ. State injury prevention policies and variation in death from injury. Inj Prev 2016; 22:99-104. [PMID: 26586719 PMCID: PMC4803587 DOI: 10.1136/injuryprev-2015-041762] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2015] [Accepted: 10/20/2015] [Indexed: 11/04/2022]
Abstract
OBJECTIVES Death from injury is frequently preventable, but injury remains a leading cause of death in the USA. While evidence-based strategies exist to prevent many types of injuries, effective policies for implementing these strategies at the population level are needed to reduce injury deaths. We identified promising injury prevention policies and evaluated their association with injury death rate (IDR). METHODS We identified 11 injury prevention policies and accessed data on 2013 state and county IDRs. States were divided into strong, moderate and weak tertiles based on total number of policies in place. Adjusted regression modelling compared the strength of state prevention policies with IDRs at the state level and then at the county level to account for variability within states. RESULTS The strength of state prevention policies (tertile) was not significantly associated with IDR in US states. However, counties in strong policy states had a 11.8-point lower IDR compared with those in weak policy states (p=0.001). CONCLUSIONS States with more injury prevention policies in place have lower rates of death from injury, particularly when evaluated at the county level. Implementing recommended prevention policies holds potential to prevent injury death in the USA.
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Kaufman EJ, Wiebe DJ, Martin ND, Pascual JL, Reilly PM, Holena DN. Variation in intensive care unit utilization and mortality after blunt splenic injury. J Surg Res 2016; 203:338-47. [PMID: 27363642 DOI: 10.1016/j.jss.2016.03.049] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Revised: 03/10/2016] [Accepted: 03/22/2016] [Indexed: 10/22/2022]
Abstract
BACKGROUND Although trauma patients are frequently cared for in the intensive care unit (ICU), admission triage criteria are unclear and may vary among providers and institutions. The benefits of close monitoring must be weighed against the economic and opportunity costs of an ICU admission. MATERIALS AND METHODS We conducted a retrospective cohort study of patients treated for blunt splenic injuries from 2011-2014 at 30 level I and II Pennsylvania trauma centers. We used multivariable logistic regression to assess the relationship between ICU admission and mortality, adjusting for patient characteristics, injury characteristics, and physiology. We calculated center-level observed-to-expected ratios for ICU utilization and mortality and evaluated correlations with Spearman's rho. We compared the proportion of patients receiving critical care procedures, such as mechanical ventilation or central line placement between high and low-ICU-utilization centers. RESULTS Of 2587 patients with blunt splenic injuries, 63.9% (1654) were admitted to the ICU. Median injury severity score was 17 overall, 13 for non-ICU patients and 17 for ICU patients (P < 0.001). In multivariable logistic regression, ICU admission was not significantly associated with mortality. Center-level risk-adjusted ICU admission rates ranged from 17.9%-87.3%. Risk-adjusted mortality rates ranged from 1.2%-9.6%. There was no correlation between observed-to-expected ratios for ICU utilization and mortality (Spearman's rho = -0.2595, P = 0.2103). Proportionately fewer ICU patients received critical care procedures at high-utilization centers than at low-utilization centers. CONCLUSIONS Risk-adjusted ICU utilization rates for splenic trauma varied widely among trauma centers, with no clear relationship to mortality. Standardizing ICU admission criteria could improve resource utilization without increasing mortality.
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Kaufman EJ, Wiebe DJ. Impact of State Ignition Interlock Laws on Alcohol-Involved Crash Deaths in the United States. Am J Public Health 2016; 106:865-71. [PMID: 26985604 DOI: 10.2105/ajph.2016.303058] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVES To investigate the impact on alcohol-involved crash deaths of universal ignition interlock requirements, which aim to prevent people convicted of driving under the influence of alcohol from driving while intoxicated. METHODS We used data from the National Highway Traffic Safety Administration for 1999 to 2013. From 2004 to 2013, 18 states made interlocks mandatory for all drunk-driving convictions. We compared alcohol-involved crash deaths between 18 states with and 32 states without universal interlock requirements, accounting for state and year effects, and for clustering within states. RESULTS Policy impact was apparent 3 years after implementation. The adjusted rate of alcohol-involved crash deaths was 4.7 (95% confidence interval [CI] = 4.0, 5.4) per 100,000 in states with the universal interlock requirement, compared with 5.5 (95% CI = 5.48, 5.53) in states without, an absolute reduction of 0.8 (95% CI = 0.1, 1.5) deaths per 100,000 per year. CONCLUSIONS Requiring ignition interlocks for all drunk-driving convictions was associated with 15% fewer alcohol-involved crash deaths, compared with states with less-stringent requirements. Interlocks are a life-saving technology that merit wider use.
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Gee RE, Shacter HE, Kaufman EJ, Long JA. Behind-the-counter status and availability of emergency contraception. Am J Obstet Gynecol 2008; 199:478.e1-5. [PMID: 18554568 DOI: 10.1016/j.ajog.2008.04.032] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2008] [Revised: 03/07/2008] [Accepted: 04/14/2008] [Indexed: 10/21/2022]
Abstract
OBJECTIVE The objective of the study was to determine whether the 2006 Food and Drug Administration approval of Plan B for behind-the-counter status increased availability. STUDY DESIGN We conducted a survey in 2005 and 2007 of pharmacies listed in Atlanta, GA, Boston, MA, and Philadelphia, PA. We measured ability to dispense Plan B within 24 hours. Also measured were reasons for lack of availability and cost of Plan B. RESULTS Pharmacists were interviewed at 1087 pharmacies (75% response rate) in 2005 and 795 pharmacies (82% response rate) in 2007. In 2007, 8% of pharmacies were unable to provide Plan B within 24 hours, compared with 23% of pharmacies in 2005 (P < .001). The total refusal rate in 2007 was half the rate of 2005 (2% vs 4%, P = .004). The average cost of Plan B was $43. CONCLUSION Availability of Plan B in Atlanta and Philadelphia increased after it was awarded behind-the-counter status.
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