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Friend TH, Ordoobadi AJ, Cooper Z, Salim A, Jarman MP. Identifying opportunities for community EMS fall prevention. Injury 2024:111915. [PMID: 39327113 DOI: 10.1016/j.injury.2024.111915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 08/19/2024] [Accepted: 09/16/2024] [Indexed: 09/28/2024]
Abstract
BACKGROUND Falls are a leading cause of morbidity and mortality among older adults in the United States. Current fall prevention interventions rely on provider referral or enrollment during inpatient admissions and require engagement and independence of the patient. Community emergency medical services (CEMS) are a unique opportunity to rapidly identify older adults at risk for falls and provide proactive fall prevention interventions in the home. We describe the demographics and treatment characteristics of the older adult population most likely to benefit from these interventions. MATERIALS AND METHODS We linked 2019 Healthcare Cost and Utilization Project Massachusetts State Emergency Department (ED) and State Inpatient Databases with American Hospital Association survey data to query ED encounters and inpatient admissions for adults age ≥55 with ED encounters for fall-related injury between July 1, 2019 and December 31, 2019. Univariable descriptive statistics assessed participant characteristics and bivariable tests of significance compared diagnoses, disposition, and hospital characteristics between older adults with and without an EMS encounter in the six months prior to the presenting fall. RESULTS Of 66,027 older adults who presented with a fall to a Massachusetts ED in July-December 2019, 7,942 (11%) had a prior encounter with EMS in the preceding six months, most of which included an injury diagnosis (99%). Compared to older adults without previous EMS encounters, those with previous EMS encounters were more often in poorer health (17% vs. 10% with multiple or complex comorbidities, p < 0.001) and of lower socioeconomic status (12% vs. 8% in lowest neighborhood income quartile, p < 0.001; 10% vs. 6% enrolled in Medicaid, p < 0.001) compared to those without a prior EMS encounter. CONCLUSIONS A significant proportion of older adults presenting to the ED with fall related injury have encounters with EMS in the preceding months. These participants are predisposed to poorer health and economic outcomes worsened by their fall and thus demonstrate a population that would benefit from CEMS fall prevention programs.
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Affiliation(s)
- Tynan H Friend
- Warren Alpert Medical School of Brown University, Providence, RI, USA; Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA.
| | - Alexander J Ordoobadi
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA; Gillian Reny Stepping Strong Center for Trauma Innovation, Brigham and Women's Hospital, Boston, MA, USA; Department of Surgery, Harvard Medical School, Boston, MA, USA
| | - Zara Cooper
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA; Department of Surgery, Harvard Medical School, Boston, MA, USA
| | - Ali Salim
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA; Gillian Reny Stepping Strong Center for Trauma Innovation, Brigham and Women's Hospital, Boston, MA, USA; Department of Surgery, Harvard Medical School, Boston, MA, USA
| | - Molly P Jarman
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA; Gillian Reny Stepping Strong Center for Trauma Innovation, Brigham and Women's Hospital, Boston, MA, USA; Department of Surgery, Harvard Medical School, Boston, MA, USA
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Zachrison KS, Hsia RY, Schwamm LH, Yan Z, Samuels-Kalow ME, Reeves MJ, Camargo CA, Onnela JP. Insurance-Based Disparities in Stroke Center Access in California: A Network Science Approach. Circ Cardiovasc Qual Outcomes 2023; 16:e009868. [PMID: 37746725 PMCID: PMC10592016 DOI: 10.1161/circoutcomes.122.009868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Accepted: 08/18/2023] [Indexed: 09/26/2023]
Abstract
BACKGROUND Our objectives were to determine whether there is an association between ischemic stroke patient insurance and likelihood of transfer overall and to a stroke center and whether hospital cluster modified the association between insurance and likelihood of stroke center transfer. METHODS This retrospective network analysis of California data included every nonfederal hospital ischemic stroke admission from 2010 to 2017. Transfers from an emergency department to another hospital were categorized based on whether the patient was discharged from a stroke center (primary or comprehensive). We used logistic regression models to examine the relationship between insurance (private, Medicare, Medicaid, uninsured) and odds of (1) any transfer among patients initially presenting to nonstroke center hospital emergency departments and (2) transfer to a stroke center among transferred patients. We used a network clustering method to identify clusters of hospitals closely connected through transfers. Within each cluster, we quantified the difference between insurance groups with the highest and lowest proportion of transfers discharged from a stroke center. RESULTS Of 332 995 total ischemic stroke encounters, 51% were female, 70% were ≥65 years, and 3.5% were transferred from the initial emergency department. Of 52 316 presenting to a nonstroke center, 3466 (7.1%) were transferred. Relative to privately insured patients, there were lower odds of transfer and of transfer to a stroke center among all groups (Medicare odds ratio, 0.24 [95% CI, 0.22-0.26] and 0.59 [95% CI, 0.50-0.71], Medicaid odds ratio, 0.26 [95% CI, 0.23-0.29] and odds ratio, 0.49 [95% CI, 0.38-0.62], uninsured odds ratio, 0.75 [95% CI, 0.63-0.89], and 0.72 [95% CI, 0.6-0.8], respectively). Among the 14 identified hospital clusters, insurance-based disparities in transfer varied and the lowest performing cluster (also the largest; n=2364 transfers) fully explained the insurance-based disparity in odds of stroke center transfer. CONCLUSIONS Uninsured patients had less stroke center access through transfer than patients with insurance. This difference was largely explained by patterns in 1 particular hospital cluster.
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Affiliation(s)
- Kori S Zachrison
- Departments of Emergency Medicine (K.S.Z., Z.Y., M.E.S.-K., C.A.C.), Massachusetts General Hospital and Harvard Medical School, Boston
| | - Renee Y Hsia
- Department of Emergency Medicine, University of California San Francisco, San Francisco (R.Y.H.)
| | - Lee H Schwamm
- Neurology (L.H.S.), Massachusetts General Hospital and Harvard Medical School, Boston
| | - Zhiyu Yan
- Departments of Emergency Medicine (K.S.Z., Z.Y., M.E.S.-K., C.A.C.), Massachusetts General Hospital and Harvard Medical School, Boston
| | - Margaret E Samuels-Kalow
- Departments of Emergency Medicine (K.S.Z., Z.Y., M.E.S.-K., C.A.C.), Massachusetts General Hospital and Harvard Medical School, Boston
| | - Mathew J Reeves
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing (M.J.R.)
| | - Carlos A Camargo
- Departments of Emergency Medicine (K.S.Z., Z.Y., M.E.S.-K., C.A.C.), Massachusetts General Hospital and Harvard Medical School, Boston
| | - Jukka-Pekka Onnela
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA (J.-P.O.)
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Mehta AB, Taylor JK, Day G, Lane TC, Douglas IS. Disparities in Adult Patient Selection for Extracorporeal Membrane Oxygenation in the United States: A Population-Level Study. Ann Am Thorac Soc 2023; 20:1166-1174. [PMID: 37021958 PMCID: PMC10405618 DOI: 10.1513/annalsats.202212-1029oc] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 04/05/2023] [Indexed: 04/07/2023] Open
Abstract
Rationale: Disparities in patient selection for advanced therapeutics in health care have been identified in multiple studies, but it is unclear if disparities exist in patient selection for extracorporeal membrane oxygenation (ECMO), a rapidly expanding critical care resource. Objectives: To determine if disparities exist in patient selection for ECMO based on sex, primary insurance, and median income of the patient's neighborhood. Methods: In a retrospective cohort study using the Nationwide Readmissions Database 2016-2019, we identified patients treated with mechanical ventilation (MV) and/or ECMO with billing codes. Patient sex, insurance, and income level for patients receiving ECMO were compared with the patients treated with MV only, and hierarchical logistic regression with the hospital as a random intercept was used to determine odds of receiving ECMO based on patient demographics. Results: We identified 2,170,752 MV hospitalizations with 18,725 cases of ECMO. Among patients treated with ECMO, 36.1% were female compared with 44.5% of patients treated with> MV only (adjusted odds ratio [aOR] for ECMO, 0.73; 95% confidence interval [CI], 0.70-0.75). Of patients treated with ECMO, 38.1% had private insurance compared with 17.4% of patients treated with MV only. Patients with Medicaid were less likely to receive ECMO than patients with private insurance (aOR, 0.55; 95% CI, 0.52-0.57). Patients treated with ECMO were more likely to live in the highest-income neighborhoods compared with patients treated with MV only (25.1% vs. 17.3%). Patients living in the lowest-income neighborhoods were less likely to receive ECMO than those living in the highest-income neighborhoods (aOR, 0.63; 95% CI, 0.60-0.67). Conclusions: Significant disparities exist in patient selection for ECMO. Female patients, patients with Medicaid, and patients living in the lowest-income neighborhoods are less likely to be treated with ECMO. Despite possible unmeasured confounding, these findings were robust to multiple sensitivity analyses. On the basis of previous work describing disparities in other areas of health care, we speculate that limited access in some neighborhoods, restrictive/biased interhospital transfer practices, differences in patient preferences, and implicit provider bias may contribute to the observed differences. Future studies with more granular data are needed to identify and modify drivers of observed disparities.
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Affiliation(s)
- Anuj B. Mehta
- Division of Pulmonary Sciences and Critical Care Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora, Colorado
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Denver Health Hospital Association, Denver, Colorado; and
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, National Jewish Health, Denver, Colorado
| | - Jennifer K. Taylor
- Division of Pulmonary Sciences and Critical Care Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora, Colorado
| | - Gwenyth Day
- Division of Pulmonary Sciences and Critical Care Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora, Colorado
| | - Trevor C. Lane
- Division of Pulmonary Sciences and Critical Care Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora, Colorado
| | - Ivor S. Douglas
- Division of Pulmonary Sciences and Critical Care Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora, Colorado
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Denver Health Hospital Association, Denver, Colorado; and
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Clark CJ, Adler R, Xiang L, Shah SK, Cooper Z, Kim DH, Lin KJ, Hsu J, Lipsitz S, Weissman JS. Outcomes for patients with dementia undergoing emergency and elective colorectal surgery: A large multi-institutional comparative cohort study. Am J Surg 2023; 226:108-114. [PMID: 37031040 PMCID: PMC10330079 DOI: 10.1016/j.amjsurg.2023.03.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 02/22/2023] [Accepted: 03/13/2023] [Indexed: 03/29/2023]
Abstract
BACKGROUND Alzheimer's Disease and Related Dementias (ADRD) may result in poor surgical outcomes. The current study aims to characterize the risk of ADRD on outcomes for patients undergoing colorectal surgery. METHODS Colorectal surgery patients with and without ADRD from 2007 to 2017 were identified using electronic health record-linked Medicare claims data from two large health systems. Unadjusted and adjusted analyses were performed to evaluate postoperative outcomes. RESULTS 5926 patients (median age 74) underwent colorectal surgery of whom 4.8% (n = 285) had ADRD. ADRD patients were more likely to undergo emergent operations (27.7% vs. 13.6%, p < 0.001) and be discharged to a facility (49.8% vs 28.9%, p < 0.001). After multi-variable adjustment, ADRD patients were more likely to have complications (61.1% vs 48.3%, p < 0.001) and required longer hospitalization (7.1 vs 6.1 days, p = 0.001). CONCLUSIONS The diagnosis of ADRD is an independent risk factor for prolonged hospitalization and postoperative complications after colorectal surgery.
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Affiliation(s)
- Clancy J Clark
- Division of Surgical Oncology, Department of General Surgery, Wake Forest University Baptist Medical Center, Winston-Salem, NC, USA.
| | - Rachel Adler
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA, USA
| | - Lingwei Xiang
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA, USA
| | - Samir K Shah
- Division of Vascular Surgery, Department of General Surgery, University of Florida, Gainesville, FL, USA
| | - Zara Cooper
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA, USA
| | - Dae Hyun Kim
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Harvard Medical School, Boston, MA, USA
| | - Kueiyu Joshua Lin
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - John Hsu
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA, USA
| | - Stuart Lipsitz
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA, USA
| | - Joel S Weissman
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA, USA
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Condella A, Lindo EG, Badulak J, Johnson NJ, Maine R, Mandell S, Town JA, Luks AM, Elizaga S, Bulger EM, Stewart BT. Veno-venous Extracorporeal Membrane Oxygenation for COVID-19: A Call For System-Wide Checks to Ensure Equitable Delivery For All. ASAIO J 2023; 69:272-277. [PMID: 36847809 PMCID: PMC9949367 DOI: 10.1097/mat.0000000000001823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2023] Open
Abstract
Extracorporeal membrane oxygenation (ECMO) has emerged in the COVID-19 pandemic as a potentially beneficial yet scare resource for treating critically ill patients, with variable allocation across the United States. The existing literature has not addressed barriers patients may face in access to ECMO as a result of healthcare inequity. We present a novel patient-centered framework of ECMO access, providing evidence for potential bias and opportunities to mitigate this bias at every stage between a marginalized patient's initial presentation to treatment with ECMO. While equitable access to ECMO support is a global challenge, this piece focuses primarily on patients in the United States with severe COVID-19-associated ARDS to draw from current literature on VV-ECMO for ARDS and does not address issues that affect ECMO access on a more international scale.
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Affiliation(s)
- Anna Condella
- From the Department of Medicine, Division of Pulmonary, Critical Care, and Sleep Medicine, University of Washington, Washington
| | - Edwin G. Lindo
- School of Medicine, University of Washington, Washington
| | - Jenelle Badulak
- Department of Emergency Medicine, Division of Pulmonary, Critical Care, and Sleep Medicine, University of Washington, Washington
| | - Nicholas J. Johnson
- Department of Emergency Medicine, Division of Pulmonary, Critical Care, and Sleep Medicine, University of Washington, Washington
| | - Rebecca Maine
- Department of Surgery, University of Washington, Washington
| | - Samuel Mandell
- Parkland Hospital, University of Texas Southwestern, Dallas, Texas
| | - James A. Town
- From the Department of Medicine, Division of Pulmonary, Critical Care, and Sleep Medicine, University of Washington, Washington
| | - Andrew M. Luks
- From the Department of Medicine, Division of Pulmonary, Critical Care, and Sleep Medicine, University of Washington, Washington
| | - Shelby Elizaga
- Cardiothoracic Surgery, University of Washington, Washington
| | | | - Barclay T. Stewart
- Department of Surgery, University of Washington, Harborview Injury Prevention and Research Center, Washington
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Dupont B, Dejardin O, Bouvier V, Piquet MA, Alves A. Systematic Review: Impact of Social Determinants of Health on the Management and Prognosis of Gallstone Disease. Health Equity 2022; 6:819-835. [PMID: 36338799 PMCID: PMC9629913 DOI: 10.1089/heq.2022.0063] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/31/2022] [Indexed: 11/06/2022] Open
Abstract
Background: Due to its prevalence, gallstone disease is a major public health issue. It affects diverse patient populations across various socioeconomic levels. Socioeconomic and geographic deprivation may impact both morbidity and mortality associated with digestive diseases, such as biliary tract disease. Aim: The aim of this systematic review was to review the available data on the impact of socioeconomic determinants and geographic factors on gallstone disease and its complications. Methods: This systematic review was conducted following Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. The MEDLINE and Web of Science databases were searched by two investigators to retrieve studies about the impact of income, insurance status, hospital status, education level, living areas, and deprivation indices on gallstone disease. Thirty-seven studies were selected for this review. Results: Socially disadvantaged populations appear to be more frequently affected by complicated or severe forms of gallstone disease. The prognosis of biliary tract disease is poor in these populations regardless of patient status, and increased morbidity and mortality were observed for acute cholangitis or subsequent cholecystectomy. Limited or delayed access and low-quality therapeutic interventions could be among the potential causes for this poor prognosis. Conclusions: This systematic review suggests that socioeconomic determinants impact the management of gallstone disease. Enhanced knowledge of these parameters could contribute to improved public health policies to manage these diseases.
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Affiliation(s)
- Benoît Dupont
- Departement d'Hepato-Gastroenterologie et Nutrition, UNICAEN, CHU de Caen Normandie, Normandie Univ, Caen, France
- “Anticipe” U1086 INSERM-UCBN, “Cancers & Preventions,” Team Labelled “League Against Cancer,” UNICAEN, Normandie Univ, CAEN, France
| | - Olivier Dejardin
- “Anticipe” U1086 INSERM-UCBN, “Cancers & Preventions,” Team Labelled “League Against Cancer,” UNICAEN, Normandie Univ, CAEN, France
- Registre des Tumeurs Digestives du Calvados, “Anticipe” U1086 INSERM-UCBN, UNICAEN, Normandie Univ, Caen, France
| | - Véronique Bouvier
- “Anticipe” U1086 INSERM-UCBN, “Cancers & Preventions,” Team Labelled “League Against Cancer,” UNICAEN, Normandie Univ, CAEN, France
- Registre des Tumeurs Digestives du Calvados, “Anticipe” U1086 INSERM-UCBN, UNICAEN, Normandie Univ, Caen, France
| | - Marie-Astrid Piquet
- Departement d'Hepato-Gastroenterologie et Nutrition, UNICAEN, CHU de Caen Normandie, Normandie Univ, Caen, France
| | - Arnaud Alves
- “Anticipe” U1086 INSERM-UCBN, “Cancers & Preventions,” Team Labelled “League Against Cancer,” UNICAEN, Normandie Univ, CAEN, France
- Service de Chirurgie Digestive, UNICAEN, CHU de Caen Normandie, Normandie Univ, Caen, France
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Rubens M, Ramamoorthy V, Saxena A, Appunni S, Sundil S, Veledar E, McGranaghan P, Tonse R, Fitz SJT, Chuong MD, Odia Y, Kotecha R, Mehta MP, Kotecha R. Relationship between insurance status and interhospital transfers among cancer patients in the United States. BMC Cancer 2022; 22:121. [PMID: 35093015 PMCID: PMC8801067 DOI: 10.1186/s12885-022-09242-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 01/24/2022] [Indexed: 11/12/2022] Open
Abstract
Background The relationship between insurance status and interhospital transfers has not been adequately researched among cancer patients. Hence this study aimed for understanding this relationship using a nationally representative database. Methods A retrospective analysis was conducted using National Inpatient Sample (NIS) data collected during 2010–2016 and included all cancer hospitalization between 18 and 64 years of age. Interhospital transfers were compared based on insurance status (Medicare, Medicaid, private, and uninsured). Weighted multivariable logistic regressions were used to calculate the odds of interhospital transfers based on insurance status, after adjusting for many covariates. Results There were 3,580,908 weighted cancer hospitalizations, of which 72,353 (2.02%) had interhospital transfers. Uninsured patients had significantly higher rates of interhospital transfers, compared to those with Medicare (P = 0.005) and private insurance (P < 0.001). Privately insured patients had significantly lower rates of interhospital transfers, compared to those with Medicare (P < 0.001) and Medicaid (P < 0.001). Logistic regression analyses showed that the odds of having interhospital transfers were significantly higher among uninsured (adjusted odds ratio [aOR], 1.57, 95% CI: 1.45–1.69), Medicare (aOR, 1.38, 95% CI: 1.32–1.45) and Medicaid (aOR, 1.23, 95% CI: 1.16–1.30) patients when compared to those with private insurance coverages. Conclusion Among cancer patients, uninsured and Medicare and Medicaid beneficiaries were more likely to experience interhospital transfers. In addition to medical reasons, factors such as affordability and socioeconomic status are influencing interhospital transfer decisions, indicating existing healthcare disparities. Further studies should focus on identifying the causal associations between factors explored in this study as well as additional unexplored factors. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-022-09242-8.
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Riegler J. Insurance-based inequities in emergency interhospital transfers: an argument for the prioritisation of patient care. JOURNAL OF MEDICAL ETHICS 2021; 47:766-769. [PMID: 33509791 DOI: 10.1136/medethics-2020-107074] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Revised: 12/17/2020] [Accepted: 01/05/2021] [Indexed: 06/12/2023]
Abstract
Currently there is an inequity in transfer rates of uninsured patients versus their insured counterparts. While this may vary by hospital system, studies indicate that this is a national trend, especially in emergency situations, and represents a prioritisation of profits over ethical obligations. This creates a variety of ethical issues for patients and society that generates a concordance between deontological and utilitarian viewpoints, two generally opposed schools of thought. The prioritisation of profit maximisation in order to provide better care for a select population is insufficient to justify deleterious health outcomes, stress and financial burden on patients. Current policy regarding patient transfers in the emergency department is insufficient to protect the uninsured and must be reevaluated.
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Affiliation(s)
- Jacob Riegler
- College of Medicine, University of Central Florida, Orlando, Florida, USA
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Rosenthal JL, Lieng MK, Marcin JP, Romano PS. Profiling Pediatric Potentially Avoidable Transfers Using Procedure and Diagnosis Codes. Pediatr Emerg Care 2021; 37:e750-e756. [PMID: 30893226 PMCID: PMC6752990 DOI: 10.1097/pec.0000000000001777] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES While hospital-hospital transfers of pediatric patients are often necessary, some pediatric transfers are potentially avoidable. Pediatric potentially avoidable transfers (PATs) represent a process with high costs and safety risks but few, if any, benefits. To better understand this issue, we described pediatric interfacility transfers with early discharges. METHODS We conducted a descriptive study using electronic medical record data at a single-center over a 12-month period to examine characteristics of pediatric patients with a transfer admission source and early discharge. Among patients with early discharges, we performed descriptive statistics for PATs defined as patient transfers with a discharge home within 24 hours without receiving any specialized procedures or diagnoses. RESULTS Of the 2,415 pediatric transfers, 31.4% were discharged home within 24 hours. Among transferred patients with early discharges, 356 patients (14.7% of total patient transfers) received no specialized procedures or diagnoses. Direct admissions were categorized as PATs 1.9-fold more frequently than transfers arriving to the emergency department. Among transferred direct admissions, PAT proportions to the neonatal intensive care unit (ICU), pediatric ICU, and non-ICU were 5.1%, 17.3%, and 27.3%, respectively. Respiratory infections, asthma, and ill-defined conditions (eg, fever, nausea with vomiting) were the most common PAT diagnoses. CONCLUSIONS Early discharges and PATs are relatively common among transferred pediatric patients. Further studies are needed to identify the etiologies and clinical impacts of PATs, with a focus on direct admissions given the high frequency of PATs among direct admissions to both the pediatric ICU and non-ICU.
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Shannon EM, Zheng J, Orav EJ, Schnipper JL, Mueller SK. Racial/Ethnic Disparities in Interhospital Transfer for Conditions With a Mortality Benefit to Transfer Among Patients With Medicare. JAMA Netw Open 2021; 4:e213474. [PMID: 33769508 PMCID: PMC7998076 DOI: 10.1001/jamanetworkopen.2021.3474] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
IMPORTANCE Interhospital transfer (IHT) of patients is a common occurrence in modern health care. Racial/ethnic disparities are prevalent throughout US health care, but their presence in IHT is not well characterized. OBJECTIVE To determine if there are racial/ethnic disparities in IHT for medical diagnoses for which IHT is associated with a mortality benefit. DESIGN, SETTING, AND PARTICIPANTS This cross-sectional analysis used 2013 data from the Center for Medicare & Medicaid Services 100% Master Beneficiary Summary and Inpatient Claims merged with 2013 American Hospital Association data. Individuals with Medicare aged 65 years or older continuously enrolled in Medicare Part A and B with an inpatient hospitalization claim in 2013 for primary diagnosis of acute myocardial infarction, stroke, sepsis, or respiratory diseases were included. Data analysis occurred from November 2019 through July 2020. EXPOSURES Race/ethnicity. MAIN OUTCOMES AND MEASURES The primary outcome of interest was IHT. For the primary analysis, a series of logistic regression models were created to estimate the adjusted odds of IHT for Black and Hispanic patients compared with White patients, controlling for patient clinical and demographic variables and incorporating hospital fixed effects. In secondary analyses, subgroup analyses were conducted by diagnosis, hospital teaching status, and hospitalization to hospitals in the top decile of Black and Hispanic patient proportion. RESULTS Among 899 557 patients, 734 958 patients were White (81.7%), 84 544 patients were Black (9.4%), and 47 588 patients were Hispanic (5.3%); there were 418 683 men (46.5%), and 306 215 patients (34.0%) were older than 84 years. The mean (SD) age was 76.8 (7.5) years. Among all patients, 20 171 White patients (2.7%), 1913 Black patients (2.3%), and 1062 Hispanic patients (2.2%) underwent IHT. After controlling for patient variables and hospital fixed effects, Black patients had a persistently lower odds of IHT (adjusted odds ratio, 0.87; 95% CI, 0.81-0.92; P < .001), while Hispanic patients had higher odds of IHT (adjusted odds ratio, 1.14; 95% CI, 1.05-1.24; P = .002) compared with White patients. CONCLUSIONS AND RELEVANCE This national evaluation of IHT among patients hospitalized with diagnoses previously found to have mortality benefit with transfer found that, compared with White patients, Black patients had persistently lower adjusted odds of transfer after accounting for patient and hospital characteristics and measured across various hospital settings. Meanwhile, Hispanic patients had higher adjusted odds of transfer. This research highlights the need for the development of strategies to mitigate disparate transfer practices by patient race/ethnicity.
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Affiliation(s)
- Evan Michael Shannon
- Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Jie Zheng
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - E. John Orav
- Harvard Medical School, Boston, Massachusetts
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Division of General Internal Medicine and Primary Care, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Jeffrey L. Schnipper
- Harvard Medical School, Boston, Massachusetts
- Division of General Internal Medicine and Primary Care, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Stephanie K. Mueller
- Harvard Medical School, Boston, Massachusetts
- Division of General Internal Medicine and Primary Care, Brigham and Women’s Hospital, Boston, Massachusetts
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Valdovinos EM, Niedzwiecki MJ, Guo J, Hsia RY. The association of Medicaid expansion and racial/ethnic inequities in access, treatment, and outcomes for patients with acute myocardial infarction. PLoS One 2020; 15:e0241785. [PMID: 33175899 PMCID: PMC7657521 DOI: 10.1371/journal.pone.0241785] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 10/20/2020] [Indexed: 11/30/2022] Open
Abstract
Introduction After having an acute myocardial infarction (AMI), racial and ethnic minorities have less access to care, decreased rates of invasive treatments such as percutaneous coronary intervention (PCI), and worse outcomes compared with white patients. The objective of this study was to determine whether the Affordable Care Act’s expansion of Medicaid eligibility was associated with changes in racial disparities in access, treatments, and outcomes after AMI. Methods Quasi-experimental, difference-in-differences-in-differences analysis of non-Hispanic white and minority patients with acute myocardial infarction in California and Florida from 2010–2015, using linear regression models to estimate the difference-in-differences. This population-based sample included all Medicaid and uninsured patients ages 18–64 hospitalized with acute myocardial infarction in California, which expanded Medicaid through the Affordable Care Act beginning as early as July 2011 in certain counties, and Florida, which did not expand Medicaid. The main outcomes included rates of admission to hospitals capable of performing PCI, rates of transfer for patients who first presented to hospitals that did not perform PCI, rates of PCI during hospitalization and rates of early (within 48 hours of admission) PCI, rates of readmission to the hospital within 30 days, and rates of in-hospital mortality. Results A total of 55,991 hospital admissions met inclusion criteria, 32,540 of which were in California and 23,451 were in Florida. Among patients with AMI who initially presented to a non-PCI hospital, the likelihood of being transferred increased by 12 percentage points (95% CI 2 to 21) for minority patients relative to white patients after the Medicaid expansion. The likelihood of undergoing PCI increased by 3 percentage points (95% CI 0 to 5) for minority patients relative to white patients after the Medicaid expansion. We did not find an association between the Medicaid expansion and racial disparities in overall likelihood of admission to a PCI hospital, hospital readmissions, or in-hospital mortality. Conclusions The Medicaid expansion was associated with a decrease in racial disparities in transfers and rates of PCI after AMI. We did not find an association between the Medicaid expansion and admission to a PCI hospital, readmissions, and in-hospital mortality. Additional factors outside of insurance coverage likely continue to contribute to disparities in outcomes after AMI. These findings are crucial for policy makers seeking to reduce racial disparities in access, treatment and outcomes in AMI.
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Affiliation(s)
- Erica M Valdovinos
- Department of Emergency Medicine, Adventist Health Ukiah Valley, Ukiah, California, United States of America
| | - Matthew J Niedzwiecki
- Mathematica Policy Research.,Department of Emergency Medicine, University of California, San Francisco, California, United States of America.,Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco, California, United States of America
| | - Joanna Guo
- Department of Emergency Medicine, University of California, San Francisco, California, United States of America
| | - Renee Y Hsia
- Department of Emergency Medicine, University of California, San Francisco, California, United States of America.,Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco, California, United States of America
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12
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Shannon EM, Schnipper JL, Mueller SK. Identifying Racial/Ethnic Disparities in Interhospital Transfer: an Observational Study. J Gen Intern Med 2020; 35:2939-2946. [PMID: 32700216 PMCID: PMC7572909 DOI: 10.1007/s11606-020-06046-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Accepted: 07/07/2020] [Indexed: 01/26/2023]
Abstract
BACKGROUND Interhospital transfer (IHT) is often performed to provide patients with specialized care. Racial/ethnic disparities in IHT have been suggested but are not well-characterized. OBJECTIVE To evaluate the association between race/ethnicity and IHT. DESIGN Cross-sectional analysis of 2016 National Inpatient Sample data. PATIENTS Patients aged ≥ 18 years old with common medical diagnoses at transfer, including acute myocardial infarction, congestive heart failure, arrhythmia, stroke, sepsis, pneumonia, and gastrointestinal bleed. MAIN MEASURES We performed a series of logistic regression models to estimate adjusted odds of transfer by race/ethnicity controlling for patient demographics, clinical variables, and hospital characteristics and to identify potential mediators. In secondary analyses, we estimated adjusted odds of transfer among patients at community hospitals (those more likely to transfer patients) and performed subgroup analyses by region and primary medical diagnosis. KEY RESULTS Of 5,774,175 weighted hospital admissions, 199,015 (4.5%) underwent IHT, including 4.7% of White patients, compared with 3.9% of Black patients and 3.8% of Hispanic patients. Black (OR 0.83, 95% CI 0.78-0.89) and Hispanic (OR 0.81, 95% CI 0.75-0.87) patients had lower crude odds of transfer compared with White patients, but this became non-significant after adjusting for hospital-level characteristics. In secondary analyses among patients hospitalized at community hospitals, Hispanic patients had lower adjusted odds of transfer (aOR 0.89, 95% CI 0.79-0.98). Disparities in IHT by race/ethnicity varied by region and medical diagnosis. CONCLUSIONS Black and Hispanic patients had lower odds of IHT, largely explained by a higher likelihood of being hospitalized at urban teaching hospitals. Racial/ethnic disparities in transfer were demonstrated at community hospitals, in certain geographic regions and among patients with specific diseases.
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Affiliation(s)
- Evan Michael Shannon
- Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
| | - Jeffrey L Schnipper
- Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Stephanie K Mueller
- Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
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13
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Heincelman M, Gebregziabher M, Kirkland E, Schumann SO, Schreiner A, Warr P, Zhang J, Mauldin PD, Moran WP, Rockey DC. Impact of Patient-Level Characteristics on In-hospital Mortality After Interhospital Transfer to Medicine Services: an Observational Study. J Gen Intern Med 2020; 35:1127-1134. [PMID: 31965521 PMCID: PMC7174524 DOI: 10.1007/s11606-020-05659-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2019] [Accepted: 12/30/2019] [Indexed: 11/24/2022]
Abstract
BACKGROUND National administrative datasets have demonstrated increased risk-adjusted mortality among patients undergoing interhospital transfer (IHT) compared to patients admitted through the emergency department (ED). OBJECTIVE To investigate the impact of patient-level data not available in larger administrative datasets on the association between IHT status and in-hospital mortality. DESIGN Retrospective cohort study with logistic regression analyses to examine the association between IHT status and in-hospital mortality, controlling for covariates that were potential confounders. Model 1: IHT status, admit service. Model 2: model 1 and patient demographics. Model 3: model 2 and disease-specific conditions. Model 4: model 3 and vital signs and laboratory data. PARTICIPANTS Nine thousand three hundred twenty-eight adults admitted to Medicine services. MAIN MEASURES Interhospital transfer status, coded as an unordered categorical variable (IHT vs ED vs clinic), was the independent variable. The primary outcome was in-hospital mortality. Secondary outcomes included unadjusted length of stay and total cost. KEY RESULTS IHT patients accounted for 180 out of 484 (37%) in-hospital deaths, despite accounting for only 17% of total admissions. Unadjusted mean length of stay was 8.4 days vs 5.6 days (p < 0.0001) and mean total cost was $22,647 vs $12,968 (p < 0.0001) for patients admitted via IHT vs ED respectively. The odds ratios (OR) for in-hospital mortality for patients admitted via IHT compared to the ED were as follows: model 1 OR, 2.06 (95% CI 1.66-2.56, p < 0.0001); model 2 OR, 2.07 (95% CI 1.66-2.58, p < 0.0001); model 3 OR, 2.07 (95% CI 1.63-2.61, p < 0.0001); model 4 OR, 1.70 (95% CI 1.31-2.19, p < 0.0001). The AUCs of the models were as follows: model 1, 0.74; model 2, 0.76; model 3, 0.83; model 4, 0.88, consistent with a good prediction model. CONCLUSIONS Patient-level characteristics affect the association between IHT and in-hospital mortality. After adjusting for patient-level clinical characteristics, IHT status remains associated with in-hospital mortality.
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Affiliation(s)
- Marc Heincelman
- Department of Medicine, Medical University of South Carolina, 135 Rutledge Avenue, Rm 1240, Charleston, SC, 29425, USA.
| | - Mulugeta Gebregziabher
- Department of Medicine, Medical University of South Carolina, 135 Rutledge Avenue, Rm 1240, Charleston, SC, 29425, USA
| | - Elizabeth Kirkland
- Department of Medicine, Medical University of South Carolina, 135 Rutledge Avenue, Rm 1240, Charleston, SC, 29425, USA
| | - Samuel O Schumann
- Department of Medicine, Medical University of South Carolina, 135 Rutledge Avenue, Rm 1240, Charleston, SC, 29425, USA
| | - Andrew Schreiner
- Department of Medicine, Medical University of South Carolina, 135 Rutledge Avenue, Rm 1240, Charleston, SC, 29425, USA
| | - Phillip Warr
- Department of Medicine, Medical University of South Carolina, 135 Rutledge Avenue, Rm 1240, Charleston, SC, 29425, USA
| | - Jingwen Zhang
- Department of Medicine, Medical University of South Carolina, 135 Rutledge Avenue, Rm 1240, Charleston, SC, 29425, USA
| | - Patrick D Mauldin
- Department of Medicine, Medical University of South Carolina, 135 Rutledge Avenue, Rm 1240, Charleston, SC, 29425, USA
| | - William P Moran
- Department of Medicine, Medical University of South Carolina, 135 Rutledge Avenue, Rm 1240, Charleston, SC, 29425, USA
| | - Don C Rockey
- Department of Medicine, Medical University of South Carolina, 135 Rutledge Avenue, Rm 1240, Charleston, SC, 29425, USA
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14
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Liu L, Liu C, Duan Z, Pan J, Yang M. Factors associated with the inter-facility transfer of inpatients in Sichuan province, China. BMC Health Serv Res 2019; 19:329. [PMID: 31122226 PMCID: PMC6533730 DOI: 10.1186/s12913-019-4153-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2018] [Accepted: 05/08/2019] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND The overuse of tertiary hospitals and underuse of primary care facilities has been one of the key reasons leading to fast health expenditure increase and health service utilization inequity in China. Recent health care reform in China tries to enforce a patient transfer system to make the health services utilization more efficient. This study examined the pattern and associated factors of inter-facility transfer of inpatients in Sichuan province of Western China. METHODS Patient discharge records (n = 1,490,695) from 604 general hospitals during the period of April to June 2015 in Sichuan were extracted from the front page of the medical records system with individual information on demographics, insurance coverage, diagnoses, hospitals admitted and discharge type. We calculated the percentage of inpatients transferring to other health facilities, the Inter-Facility Transfer Rate (IFTR) with adjustment for Charlson Comorbidity Index (CCI). Multi-level logistic regression models were established to identify factors associated with IFTRs. RESULTS A small number of tertiary hospitals (n = 75, 12.41%) shared 51.71% (n = 770,823) of all admitted cases while a large number of primary/unrated hospitals (n = 321, 53.15%) shared only 8.15%. The overall CCI-adjusted IFTR was 2.08% with 3.73% among secondary hospitals, 1.87% among tertiary hospitals and 1.30% among primary/unrated hospitals. Uninsured patients (OR = 1.13) and those with a lower level of insurance entitlements (OR = 1.12 for the New Rural Cooperative Medical Scheme and the Basic Medical Insurance for Urban Residents) were more likely to experience inter-facility transfer than those with a higher level of insurance entitlements (the Basic Medical Insurance for Urban Employees). CONCLUSION The level of IFTR in general hospitals in Sichuan is low, which is associated with the level of hospitals and insurance entitlements. Further studies are needed to better understand how patients and health care providers respond to different insurance policies and make decisions on inter-facility transfer.
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Affiliation(s)
- Linxin Liu
- West China School of Public Health, Sichuan University, Chengdu, Sichuan People’s Republic of China
| | - Chaojie Liu
- School of Psychology and Public Health, La Trobe University, Melbourne, VIC 3086 Australia
| | - Zhanqi Duan
- Health and Family Planning Information Centre of Sichuan Province, Chengdu, Sichuan People’s Republic of China
| | - Jingping Pan
- Health and Family Planning Information Centre of Sichuan Province, Chengdu, Sichuan People’s Republic of China
| | - Min Yang
- West China School of Public Health, West China Research Center for Rural Health Development, Sichuan University, Chengdu, 610041 Sichuan People’s Republic of China
- Faculty of Health, Arts and Design, Swinburne University of Technology, Melbourne, Australia
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15
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Usher MG, Fanning C, Fang VW, Carroll M, Parikh A, Joseph A, Herrigel D. Insurance Coverage Predicts Mortality in Patients Transferred Between Hospitals: a Cross-Sectional Study. J Gen Intern Med 2018; 33:2078-2084. [PMID: 30276655 PMCID: PMC6258597 DOI: 10.1007/s11606-018-4687-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Revised: 06/30/2018] [Accepted: 07/22/2018] [Indexed: 01/28/2023]
Abstract
BACKGROUND Patients transferred between hospitals are at high risk of adverse events and mortality. The relationship between insurance status, transfer practices, and outcomes has not been definitively characterized. OBJECTIVE To identify the association between insurance coverage and mortality of patients transferred between hospitals. DESIGN We conducted a single-institution observational study, and validated results using a national administrative database of inter-hospital transfers. SETTING Three ICUs at an academic tertiary care center validated by a nationally representative sample of inter-hospital transfers. PATIENTS The single-institution analysis included 652 consecutive patients transferred from 57 hospitals between 2011 and 2012. The administrative database included 353,018 patients transferred between 437 hospitals. MEASUREMENTS Adjusted inpatient mortality and 24-h mortality, stratified by insurance status. RESULTS Of 652 consecutive transfers to three ICUs, we observed that uninsured patients had higher adjusted inpatient mortality (OR 2.67, p = 0.021) when controlling for age, race, gender, Apache-II, and whether the patient was transferred from an ED. Uninsured were more likely to be transferred from ED (OR 2.3, p = 0.026), and earlier in their hospital course (3.9 vs 2.0 days, p = 0.002). Using an administrative dataset, we validated these observations, finding that the uninsured had higher adjusted inpatient mortality (OR 1.24, 95% CI 1.13-1.36, p < 0.001) and higher mortality within 24 h (OR 1.33 95% CI 1.11-1.60, p < 0.002). The increase in mortality was independent of patient demographics, referral patterns, or diagnoses. LIMITATIONS This is an observational study where transfer appropriateness cannot be directly assessed. CONCLUSIONS Uninsured patients are more likely to be transferred from an ED and have higher mortality. These data suggest factors that drive inter-hospital transfer of uninsured patients have the potential to exacerbate outcome disparities.
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Affiliation(s)
- Michael G Usher
- Department of Medicine, Division of General Internal Medicine, University of Minnesota Medical School, Minneapolis, MN, USA.
| | - Christine Fanning
- Department of Medicine, Division of General Internal Medicine, Rutgers, Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Vivian W Fang
- Department of Accounting, Carlson School of Management, University of Minnesota, Minneapolis, MN, USA
| | - Madeline Carroll
- Department of Medicine, Division of General Internal Medicine, Rutgers, Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Amay Parikh
- Department of Medicine, Divisions of Nephrology and Critical Care, Rutgers, Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Anne Joseph
- Department of Medicine, Division of General Internal Medicine, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Dana Herrigel
- Department of Hospital Internal Medicine, Mayo Clinic Florida, Jacksonville, FL, USA
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16
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Jones RE, Gee KM, Burkhalter LS, Beres AL. Correlation of payor status and pediatric transfer for acute appendicitis. J Surg Res 2018; 229:216-222. [PMID: 29936993 DOI: 10.1016/j.jss.2018.04.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2017] [Revised: 03/15/2018] [Accepted: 04/03/2018] [Indexed: 11/29/2022]
Abstract
BACKGROUND Tertiary referral centers provide specialty and critical care for patients presenting to hospitals that lack these resources. There is a notion among tertiary centers that outside hospitals are more likely to transfer uninsured or underinsured patients. We examined funding status of patients transferred to our tertiary pediatric hospital for surgical management of appendicitis, hypothesizing that transferred patients were more likely to have unfavorable coverage. MATERIALS AND METHODS The electronic medical record was queried for all cases of laparoscopic appendectomy at our hospital between 2011 and 2015. Insurance was grouped into three categories: commercial, Medicaid/Children's Health Insurance Plan, or none. Transferred patients were compared to patients who presented directly. RESULTS A total of 5758 patients underwent laparoscopic appendectomy during the study period, of which 1683 (29.2%) were transfer patients. Transfer patients were more likely to be older, with a median age of 10.5 y versus 9.8 y in nontransferred patients (P ≤ 0.0001), and were more likely to be identified as non-Hispanic (50.0% versus 36.5%; P ≤ 0.0001). Insurance coverage was similar between groups. However, subgroup analysis of the hospitals that most frequently used our transfer services revealed a trend to transfer a higher proportion of Medicaid/Children's Health Insurance Plan patients. CONCLUSIONS Overall, pediatric patients transferred for laparoscopic appendectomy had similar insurance coverage to patients admitted directly, but subgroup analysis shows that not all centers follow this trend. Transfer patients were more frequently older and non-Hispanic. This builds upon the existing literature regarding the correlation of funding and transfer practices and highlights the need for additional research in this area.
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Affiliation(s)
- Ruth Ellen Jones
- Division of Pediatric Surgery, Department of Surgery, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Kristin M Gee
- Division of Pediatric Surgery, Department of Surgery, University of Texas Southwestern Medical Center, Dallas, Texas
| | | | - Alana L Beres
- Division of Pediatric Surgery, Department of Surgery, University of Texas Southwestern Medical Center, Dallas, Texas; Children's Health, Dallas, Texas.
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17
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Constructing Episodes of Inpatient Care: How to Define Hospital Transfer in Hospital Administrative Health Data? Med Care 2016; 55:74-78. [PMID: 27479600 DOI: 10.1097/mlr.0000000000000624] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Hospital administrative health data create separate records for each hospital stay of patients. Treating a hospital transfer as a readmission could lead to biased results in health service research. METHODS This is a cross-sectional study. We used the hospital discharge abstract database in 2013 from Alberta, Canada. Transfer cases were defined by transfer institution code and were used as the reference standard. Four time gaps between 2 hospitalizations (6, 9, 12, and 24 h) and 2 day gaps between hospitalizations [same day (up to 24 h), ≤1 d (up to 48 h)] were used to identify transfer cases. We compared the sensitivity and positive predictive value (PPV) of 6 definitions across different categories of sex, age, and location of residence. Readmission rates within 30 days were compared after episodes of care were defined at the different time gaps. RESULTS Among the 6 definitions, sensitivity ranged from 93.3% to 98.7% and PPV ranged from 86.4% to 96%. The time gap of 9 hours had the optimal balance of sensitivity and PPV. The time gaps of same day (up to 24 h) and 9 hours had comparable 30-day readmission rates as the transfer indicator after defining episode of care. CONCLUSIONS We recommend the use of a time gap of 9 hours between 2 hospitalizations to define hospital transfer in inpatient databases. When admission or discharge time is not available in the database, a time gap of same day (up to 24 h) can be used to define hospital transfer.
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18
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Ward MJ, Kripalani S, Zhu Y, Storrow AB, Wang TJ, Speroff T, Munoz D, Dittus RS, Harrell FE, Self WH. Role of Health Insurance Status in Interfacility Transfers of Patients With ST-Elevation Myocardial Infarction. Am J Cardiol 2016; 118:332-7. [PMID: 27282834 PMCID: PMC4949088 DOI: 10.1016/j.amjcard.2016.05.007] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2016] [Revised: 05/05/2016] [Accepted: 05/05/2016] [Indexed: 11/20/2022]
Abstract
Lack of health insurance is associated with interfacility transfer from emergency departments for several nonemergent conditions, but its association with transfers for ST-elevation myocardial infarction (STEMI), which requires timely definitive care for optimal outcomes, is unknown. Our objective was to determine whether insurance status is a predictor of interfacility transfer for emergency department visits with STEMI. We analyzed data from the 2006 to 2011 Nationwide Emergency Department Sample examining all emergency department visits for patients age 18 years and older with a diagnosis of STEMI and a disposition of interfacility transfer or hospitalization at the same institution. For emergency department visits with STEMI, our multivariate logistic regression model included emergency department disposition status (interfacility transfer vs hospitalization at the same institution) as the primary outcome, and insurance status (none vs any [including Medicare, Medicaid, and private insurance]) as the primary exposure. We found that among 1,377,827 emergency department STEMI visits, including 249,294 (18.1%) transfers, patients without health insurance (adjusted odds ratio 1.6, 95% CI 1.5 to 1.7) were more likely to be transferred than those with insurance. Lack of health insurance status was also an independent risk factor for transfer compared with each subcategory of health insurance, including Medicare, Medicaid, and private insurance. In conclusion, among patients presenting to United States emergency departments with STEMI, lack of insurance was an independent predictor of interfacility transfer. In conclusion, because interfacility transfer is associated with longer delays to definitive STEMI therapy than treatment at the same facility, lack of health insurance may lead to important health disparities among patients with STEMI.
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Affiliation(s)
- Michael J Ward
- Department of Emergency Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee.
| | - Sunil Kripalani
- Section of Hospital Medicine, Division of General Internal Medicine and Public Health, Center for Clinical Quality and Implementation Research, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Yuwei Zhu
- Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Alan B Storrow
- Department of Emergency Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Thomas J Wang
- Division of Cardiology, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Theodore Speroff
- Geriatric Research, Education, and Clinical Center, Department of Medicine, VA Tennessee Valley Healthcare System, Nashville, Tennessee
| | - Daniel Munoz
- Division of Cardiology, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Robert S Dittus
- Geriatric Research, Education, and Clinical Center, Department of Medicine, VA Tennessee Valley Healthcare System, Nashville, Tennessee; Department of Medicine, Institute for Medicine and Public Health, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Frank E Harrell
- Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Wesley H Self
- Department of Emergency Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee
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Rosenthal JL, Hilton JF, Teufel RJ, Romano PS, Kaiser SV, Okumura MJ. Profiling Interfacility Transfers for Hospitalized Pediatric Patients. Hosp Pediatr 2016; 6:345-53. [PMID: 27150111 DOI: 10.1542/hpeds.2015-0211] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
BACKGROUND AND OBJECTIVE The hospital-to-hospital transfer of pediatric patients is a common practice that is poorly understood. To better understand this practice, we examined a national database to profile pediatric interfacility transfers. METHODS We used the 2012 Kids' Inpatient Database to examine characteristics of hospitalized pediatric patients (<21 years; excluding pregnancy diagnoses) with a transfer admission source. We performed descriptive statistics to compare patient characteristics, utilization, and hospital characteristics between those admitted by transfer versus routine admission. We constructed a multivariable logistic regression model to identify patient characteristics associated with being admitted by transfer versus routine admission. RESULTS Of the 5.95 million nonpregnancy hospitalizations in the United States in 2012, 4.4% were admitted by transfer from another hospital. Excluding neonatal hospitalizations, this rate increased to 9.4% of the 2.10 million nonneonatal, nonpregnancy hospitalizations. Eighty-six percent of transfers were to urban teaching hospitals. The most common transfer diagnoses to all hospitals nationally were mood disorder (8.9%), other perinatal conditions (8.7%), prematurity (4.8%), asthma (4.2%), and bronchiolitis (3.8%). In adjusted analysis, factors associated with higher odds of being admitted by transfer included having a neonatal principal diagnosis, male gender, white race, nonprivate insurance, rural residence, higher illness severity, and weekend admission. CONCLUSIONS Interfacility transfers are relatively common among hospitalized pediatric patients. Higher odds of admission by transfer are associated not only with higher illness severity but also with principal diagnosis, insurance status, and race. Further studies are needed to identify the etiologies and clinical impacts of identified transfer differences.
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Affiliation(s)
| | | | - Ronald J Teufel
- Department of Pediatrics, Medical University of South Carolina, Charleston, South Carolina
| | | | - Sunitha V Kaiser
- Pediatrics, University of California, San Francisco, California; and
| | - Megumi J Okumura
- Pediatrics, University of California, San Francisco, California; and
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Sokol-Hessner L, White AA, Davis KF, Herzig SJ, Hohmann SF. Interhospital transfer patients discharged by academic hospitalists and general internists: Characteristics and outcomes. J Hosp Med 2016; 11:245-50. [PMID: 26588825 PMCID: PMC5242336 DOI: 10.1002/jhm.2515] [Citation(s) in RCA: 67] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2015] [Revised: 09/18/2015] [Accepted: 10/19/2015] [Indexed: 11/06/2022]
Abstract
BACKGROUND Prior work suggests interhospital transfer (IHT) may be a risky event. Outcomes for patients transferred from another acute care institution and discharged by hospitalists and general internists at academic health systems are not well described. OBJECTIVE Investigate the characteristics and outcomes of IHT patients compared with patients admitted from the emergency department (ED) to academic health systems. DESIGN Retrospective cohort study. SETTING/PATIENTS A total of 885,392 adult inpatients discharged by hospitalists or general internal medicine physicians from 158 academic medical centers and affiliated hospitals participating in the University HealthSystem Consortium Clinical Database and Resource Manager from April 1, 2011 to March 31, 2012. METHODS Patient cohorts were defined by admission source: those from another acute care institution were IHTs, and those coming through the ED whose source of origination was not another hospital or ambulatory surgery site were ED admissions. In-hospital mortality was our primary outcome. We analyzed our data using descriptive statistics, t tests, χ(2) tests, and logistic regression. RESULTS Compared with ED admissions, IHT patients had a longer average length of stay, higher proportion of time spent in the intensive care unit, higher costs per hospital day, lower frequency of discharges home, and higher inpatient mortality (4.1% vs 1.8%, P < 0.01). After adjusting for patient characteristics and risk of mortality measures, IHT patients had a higher risk of in-hospital death (odds ratio: 1.36, 95% confidence interval: 1.29-1.43). CONCLUSIONS In this large national sample, IHT status is independently associated with inpatient mortality.
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Affiliation(s)
- Lauge Sokol-Hessner
- Hospital Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Andrew A White
- Hospital Medicine, University of Washington Medical Center, Seattle, Washington
| | | | - Shoshana J. Herzig
- Hospital Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts
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21
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Lin RY, Scanlan BC, Liao W, Nguyen TPT. Disproportionate effects of dementia on hospital discharge disposition in common hospitalization categories. J Hosp Med 2015; 10:586-91. [PMID: 26059911 DOI: 10.1002/jhm.2402] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2014] [Revised: 04/17/2015] [Accepted: 05/12/2015] [Indexed: 11/09/2022]
Abstract
BACKGROUND The impact of dementia on hospitalization discharge dispositions (HDDs) in the United States has not been quantified, and dementia prevalence in various hospitalization categories has not been detailed in recent years. OBJECTIVE To characterize hospitalizations prevalent with dementia, and to examine the relationship between dementia and HDDs. DESIGN A retrospective cross-sectional study. SETTING 2000 to 2012 National Inpatient Sample databases. PATIENTS Hospitalizations in persons ≥65 years old assigned to 1 of 12 Diagnosis Related Groups (DRGs) with a high number of dementia patients. INTERVENTION None. MEASUREMENTS The databases were queried for 12 DRGs (versions 18/24). Predictor effects for dementia on HDD categories were modeled adjusting for other defined comorbidities/covariates using logistic regression. Adjusted predictor effects of dementia on HDD in the DRG groupings were determined. Dementia prevalence and trends were assessed. RESULTS Increasing proportions of dementia were noted in 4 DRGs studied. Dementia was strongly associated with being discharged to a nonhome setting. The most marked dementia effects were noted in DRGs 174 (gastrointestinal hemorrhage), 88 (chronic obstructive pulmonary disease), 182 (esophagitis/gastroenteritis), 138 (cardiac arrhythmias), 127 (congestive heart failure), and 89 (simple pneumonia and pleurisy), where there was at least a 76% reduction in the adjusted odds ratio (0.18-0.24) for home discharge. In contrast, DRGs 14 (stroke), 79 (respiratory infections/ inflammations), and 320 (kidney/urinary infections) had a smaller reduction in dementia-associated adjusted odds ratio (0.41-0.46) for home discharge. DRGs 79 and 320 had the highest proportions of dementia (>10%). CONCLUSIONS Dementia proportions in many hospitalization categories have increased. The variable effect of dementia on home discharge suggests that dementia has a differential influence on hospital discharge disposition depending on the DRG. These findings have implications for healthcare allocation and long-term care planning.
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Affiliation(s)
- Robert Y Lin
- Department of Medicine, Weill-Cornell Medical College, New York Presbyterian/Lower Manhattan Hospital, New York, New York
| | - Brian C Scanlan
- Department of Medicine, Weill-Cornell Medical College, New York Presbyterian/Lower Manhattan Hospital, New York, New York
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Kummerow Broman K, Phillips S, Hayes RM, Ehrenfeld JM, Holzman MD, Sharp K, Kripalani S, Poulose BK. Insurance status influences emergent designation in surgical transfers. J Surg Res 2015; 200:579-85. [PMID: 26346526 DOI: 10.1016/j.jss.2015.08.021] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2015] [Revised: 06/12/2015] [Accepted: 08/14/2015] [Indexed: 01/28/2023]
Abstract
BACKGROUND There is a perception among surgeons that hospitals disproportionately transfer unfavorably insured patients for emergency surgical care. Emergency medical condition (EMC) designation mandates referral center acceptance of patients for whom transfer is requested. We sought to understand whether unfavorably insured patients are more likely to be designated as EMCs. MATERIALS AND METHODS A retrospective cohort study was performed on patient transfers from a large network of acute care facilities to emergency surgery services at a tertiary referral center from 2009-2013. Insurance was categorized as favorable (commercial or Medicare) or unfavorable (Medicaid or uninsured). The primary outcome, transfer designation as EMC or non-EMC, was evaluated using multivariable logistic regression. A secondary analysis evaluated uninsured patients only. RESULTS There were 1295 patient transfers in the study period. Twenty percent had unfavorable insurance. Favorably insured patients were older with fewer nonwhite, more comorbidities, greater illness severity, and more likely transferred for care continuity. More unfavorably insured patients were designated as EMCs (90% versus 84%, P < 0.01). In adjusted models, there was no association between unfavorable insurance and EMC transfer (odds ratio [OR], 1.61; 95% confidence interval [CI], 0.98-2.69). Uninsured patients were more likely to be designated as EMCs (OR, 2.27; CI, 1.08-4.77). CONCLUSIONS The finding that uninsured patients were more likely to be designated as EMCs suggests nonclinical variation that may be mitigated by clearer definitions and increased interfacility coordination to identify patients requiring transfer for EMCs.
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Affiliation(s)
- Kristy Kummerow Broman
- Section of Surgical Sciences, Vanderbilt University Medical Center, Nashville, Tennessee; Geriatric Research, Education, and Clinical Center (GRECC), Tennessee Valley Healthcare System, Veterans Affairs Medical Center, Nashville, Tennessee.
| | - Sharon Phillips
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Rachel M Hayes
- Section of Surgical Sciences, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Jesse M Ehrenfeld
- Section of Surgical Sciences, Vanderbilt University Medical Center, Nashville, Tennessee; Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, Tennessee; Department of Bioinformatics, Vanderbilt University Medical Center, Nashville, Tennessee; Department of Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Michael D Holzman
- Section of Surgical Sciences, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Kenneth Sharp
- Section of Surgical Sciences, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Sunil Kripalani
- Section of Hospital Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Benjamin K Poulose
- Section of Surgical Sciences, Vanderbilt University Medical Center, Nashville, Tennessee
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23
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Feazel L, Schlichting AB, Bell GR, Shane DM, Ahmed A, Faine B, Nugent A, Mohr NM. Achieving regionalization through rural interhospital transfer. Am J Emerg Med 2015; 33:1288-96. [PMID: 26087707 DOI: 10.1016/j.ajem.2015.05.032] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2015] [Accepted: 05/19/2015] [Indexed: 01/19/2023] Open
Abstract
Regionalization of emergency medical care aims to provide consistent and efficient high-quality care leading to optimal clinical outcomes by matching patient needs with appropriate resources at a network of hospitals. Regionalized care has been shown to improve outcomes in trauma, myocardial infarction, stroke, cardiac arrest, and acute respiratory distress syndrome. In rural areas, effective regionalization often requires interhospital transfer. The decision to transfer is complex and includes such factors as capabilities of the presenting hospital; capacity at the receiving hospital; and financial, geographic, and patient-preference considerations. Although transfer to a comprehensive center has proven benefits for some conditions, the transfer process is not without risk. These risks include clinical deterioration, limited resource availability during transport, vehicular crashes, time delays for time-sensitive care, poor communication between providers, and neglect of patient preferences. This article reviews the transfer decision, financial implications, risks, and considerations for patients undergoing rural interhospital transfer. We identify several strategies that should be considered for development of the regionalized emergency health care system of the future and identify areas where further research is necessary.
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Affiliation(s)
- Leah Feazel
- University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Adam B Schlichting
- Department of Emergency Medicine, University of Iowa Carver College of Medicine, Iowa City, IA, USA; Division of Pulmonary, Critical Care, and Occupational Medicine, Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Gregory R Bell
- Department of Emergency Medicine, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Dan M Shane
- Department of Health Management and Policy, College of Public Health, Iowa City, IA, USA
| | - Azeemuddin Ahmed
- Department of Emergency Medicine, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Brett Faine
- Department of Pharmacy, University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Andrew Nugent
- Department of Emergency Medicine, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Nicholas M Mohr
- Department of Emergency Medicine, University of Iowa Carver College of Medicine, Iowa City, IA, USA; Division of Critical Care, Department of Anesthesia, University of Iowa Carver College of Medicine, Iowa City, IA, USA.
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Hobson C, Dortch J, Ozrazgat Baslanti T, Layon DR, Roche A, Rioux A, Harman JS, Fahy B, Bihorac A. Insurance status is associated with treatment allocation and outcomes after subarachnoid hemorrhage. PLoS One 2014; 9:e105124. [PMID: 25141303 PMCID: PMC4139299 DOI: 10.1371/journal.pone.0105124] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2014] [Accepted: 07/18/2014] [Indexed: 12/27/2022] Open
Abstract
OBJECTIVE Subarachnoid hemorrhage (SAH) is a particularly devastating type of stroke which is responsible for one third of all stroke-related years of potential life lost before age 65. Surgical treatment has been shown to decrease both morbidity and mortality after subarachnoid hemorrhage. We hypothesized that payer status other than private insurance is associated with lower allocation to surgical treatment for patients with SAH and worse outcomes. DESIGN We examined the association between insurance type and surgical treatment allocation and outcomes for patients with SAH while adjusting for a wide range of patient and hospital factors. We analyzed the Nationwide Inpatient Sample hospital discharge database using survey procedures to produce weighted estimates representative of the United States population. PATIENTS We studied 21047 discharges, representing a weighted estimate of 102595 patients age 18 and above with a discharge diagnosis of SAH between 2003 and 2008. MEASUREMENTS Multivariable logistic and generalized linear regression analyses were used to assess for any associations between insurance status and surgery allocation and outcomes. MAIN RESULTS Despite the benefits of surgery 66% of SAH patients did not undergo surgical treatment to prevent rebleeding. Mortality was more than twice as likely for patients with no surgical treatment compared to those who received surgery. Medicare patients were significantly less likely to receive surgical treatment. CONCLUSIONS Nearly two thirds of patients with SAH don't receive operative care, and Medicare patients were significantly less likely to receive surgical treatment than other patients. Bias against the elderly and those with chronic illness and disability may play a part in these findings. A system of regionalized care for patients presenting with SAH may reduce disparities and improve appropriate allocation to surgical care and deserves prospective study.
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Affiliation(s)
- Charles Hobson
- Department of Surgery, Malcom Randall VA Medical Center, Gainesville, Florida, United States of America
- Department of Health Services Research, Management and Policy, University of Florida, Gainesville, Florida, United States of America
| | - John Dortch
- Department of Anesthesiology, University of Florida, Gainesville, Florida, United States of America
| | - Tezcan Ozrazgat Baslanti
- Department of Anesthesiology, University of Florida, Gainesville, Florida, United States of America
| | - Daniel R. Layon
- Department of Anesthesiology, University of Florida, Gainesville, Florida, United States of America
| | - Alina Roche
- Department of Anesthesiology, University of Florida, Gainesville, Florida, United States of America
| | - Alison Rioux
- Department of Anesthesiology, University of Florida, Gainesville, Florida, United States of America
| | - Jeffrey S. Harman
- Department of Health Services Research, Management and Policy, University of Florida, Gainesville, Florida, United States of America
| | - Brenda Fahy
- Department of Anesthesiology, University of Florida, Gainesville, Florida, United States of America
| | - Azra Bihorac
- Department of Anesthesiology, University of Florida, Gainesville, Florida, United States of America
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