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Su J, Bylsma LC, Jiang X, Morales Arias J, Jain N, Nordyke RJ. Healthcare resource utilization among commercially insured patients with cold agglutinin disease in the United States. J Med Econ 2020; 23:902-907. [PMID: 32362156 DOI: 10.1080/13696998.2020.1764006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Aims: Cold agglutinin disease (CAD) is a rare subtype of autoimmune hemolytic anemia associated with increased thromboembolism risk and early mortality. Healthcare resource utilization (HRU) in CAD has not been reported. We aimed to compare HRU of patients with CAD with a matched non-CAD cohort in the United States.Materials and methods: Patients with CAD were identified from 2006 to 2016 in the Optum-Humedica database using CAD terms in clinical notes and hematologist review. Patients were required to have Integrated Delivery Network records and ≥6 months' follow-up before and after the first CAD mention date (index date). Patients with CAD were matched to a non-CAD cohort based on demographics. Multivariate analyses assessed inpatient hospitalizations, outpatient visits, emergency room visits, and transfusion use between cohorts 6 months before and 12 months after the index date.Results: Of 814 patients with CAD, 410 met inclusion criteria and were matched to 3,390 patients without CAD. Mean age of patients with CAD was 68.0 years; approximately 62% were female. In the 12 months after the index date, mean inpatient hospitalizations (0.83 vs. 0.25), outpatient visits (17.26 vs. 6.77), emergency room visits (0.55 vs. 0.32), and transfusion days (1.05 vs. 0.05) were higher for patients with CAD than the matched non-CAD cohort (all p < .0001). Similarly, in the 6 months before the index date, patients with CAD had higher HRU than matched patients without CAD for all measures evaluated.Limitations: Results of this study are based on patient information from the Optum-Humedica database, which is limited to commercially insured patients and may not represent the overall CAD population.Conclusions: CAD places a substantial burden on patients and healthcare systems. In addition, the high HRU for patients with CAD observed in the 6 months before diagnosis indicates that disease awareness and better diagnostic practices may be needed.
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Affiliation(s)
- Jun Su
- Sanofi, Cambridge, MA, USA
| | - Lauren C Bylsma
- EpidStrategies, A Division of ToxStrategies, Inc, Ann Arbor, MI, USA
| | - Xiaohui Jiang
- EpidStrategies, A Division of ToxStrategies, Inc, Ann Arbor, MI, USA
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Patel P, Rotundo L, Orosz E, Afridi F, Pyrsopoulos N. Hospital teaching status on the outcomes of patients with esophageal variceal bleeding in the United States. World J Hepatol 2020; 12:288-297. [PMID: 32742571 PMCID: PMC7364324 DOI: 10.4254/wjh.v12.i6.288] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Revised: 04/10/2020] [Accepted: 05/14/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Acute variceal bleeding is a major complication of portal hypertension and is a leading cause of death in patients with cirrhosis. There is limited data on the outcomes of patients with esophageal variceal bleeding in teaching versus nonteaching hospitals. Because esophageal variceal bleeding requires complex management, it may be hypothesized that teaching hospitals have lower mortality.
AIM To assess the differences in mortality, hospital length of stay (LOS) and cost of admission for patients admitted for variceal bleed in teaching versus nonteaching hospitals across the US.
METHODS The National Inpatient Sample is the largest all-payer inpatient database consisting of approximately 20% of all inpatient admissions to nonfederal hospitals in the United States. We collected data from the years 2008 to 2014. Cases of variceal bleeding were identified using the International Classification of Diseases, Ninth Edition, Clinical Modification codes. Differences in mortality, LOS and cost were evaluated for patients with esophageal variceal bleed between teaching and nonteaching hospitals and adjusted for patient characteristics and comorbidities.
RESULTS Between 2008 and 2014, there were 58362 cases of esophageal variceal bleeding identified. Compared with teaching hospitals, mortality was lower in non-teaching hospitals (8.0% vs 5.3%, P < 0.001). Median LOS was shorter in nonteaching hospitals as compared to teaching hospitals (4 d vs 5 d, P < 0.001). A higher proportion of non-white patients were managed in teaching hospitals. As far as procedures in nonteaching vs teaching hospitals, portosystemic shunt insertion (3.1% vs 6.9%, P < 0.001) and balloon tamponade (0.6% vs 1.2%) were done more often in teaching hospitals while blood transfusions (64.2% vs 59.9%, P = 0.001) were given more in nonteaching hospitals. Using binary logistic regression models and adjusting for baseline patient demographics and comorbid conditions the mortality, LOS and cost in teaching hospitals remained higher.
CONCLUSION In patients admitted for esophageal variceal bleeding, mortality, length of stay and cost were higher in teaching hospitals versus nonteaching hospitals when controlling for other confounding factors.
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Affiliation(s)
- Pavan Patel
- Division of Gastroenterology and Hepatology, Rutgers - New Jersey Medical School, Newark, NJ 07101-1709, United States
| | - Laura Rotundo
- Department of Medicine, Rutgers - New Jersey Medical School, Newark, NJ 07101-1709, United States
| | - Evan Orosz
- Department of Medicine, Rutgers - New Jersey Medical School, Newark, NJ 07101-1709, United States
| | - Faiz Afridi
- Division of Gastroenterology and Hepatology, Rutgers - New Jersey Medical School, Newark, NJ 07101-1709, United States
| | - Nikolaos Pyrsopoulos
- Division of Gastroenterology and Hepatology, Rutgers - New Jersey Medical School, Newark, NJ 07101-1709, United States
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Negaard M, Vakkalanka P, Whipple MT, Hogrefe C, Swanson MB, Harland KK, Mathiasen R, Van Heukelom J, Thomsen TW, Mohr NM. Concurrent Proximal Fractures Are Rare in Distal Forearm Fractures: A National Cross-sectional Study. West J Emerg Med 2019; 20:747-759. [PMID: 31539332 PMCID: PMC6754191 DOI: 10.5811/westjem.2019.5.42952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2019] [Revised: 08/06/2019] [Accepted: 05/30/2019] [Indexed: 11/18/2022] Open
Abstract
INTRODUCTION Distal forearm fractures (DFF) account for 1.5% of emergency department (ED) visits in the United States. Clinicians frequently obtain imaging above/below the location of injury to rule out additional injuries. We sought to determine the incidence of associated proximal fractures (APF) in the setting of DFF and to evaluate the imaging practices in a nationally representative sample of EDs. METHODS We queried the 2013 National Emergency Department Sample using International Classification of Diseases, 9th edition, diagnostic codes for DFF and APF. Current Procedural Technology codes identified associated imaging studies. We calculated national estimates using a weighted analysis of patient and hospital-level characteristics associated with APF and imaging practices. An analysis of costs estimated the financial impact of additional imaging in patients with DFF using Medicare reimbursement to approximate costs according to the 2018 Medicare Physician Fee Schedule. RESULTS In 2013, an estimated 297,755 ED visits (weighted) were associated with a DFF, of which 1.6% (4836 cases) had an APF. The incidence of APF was lower among females (odds ratio [OR] (0.76); 95% confidence interval [CI], 0.64-0.91) but higher in metropolitan teaching hospitals compared to metropolitan non-teaching hospitals (OR [2.39]; 95% CI, 1.43-3.99) and Level 1 trauma centers (OR [3.9]; 95%, 1.91-7.96) compared to non-trauma centers. Approximately 40% (n = 117,948) of those with only DFF received non-wrist radiographs and 19% (n = 55,236) underwent non-wrist/non-forearm imaging. Factors independently associated with additional imaging included gender, payer, patient and hospital rurality, hospital region, teaching status, ownership, and trauma center level. Nearly $3.6 million (2018 U.S. dollars) was spent on the aforementioned additional imaging. CONCLUSION Despite the frequency of proximal imaging in patients with DFF, the incidence of APF was low. Further study to identify risk factors for APF based on mechanism and physical examination factors may result in reduced imaging and decreased avoidable healthcare spending.
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Affiliation(s)
- Matthew Negaard
- University of Iowa Carver College of Medicine, Department of Emergency Medicine, Iowa City, Iowa
| | - Priyanka Vakkalanka
- University of Iowa Carver College of Medicine, Department of Emergency Medicine, Iowa City, Iowa
- University of Iowa College of Public Health, Department of Epidemiology, Iowa City, Iowa
| | - M. Terese Whipple
- Northwestern University Feinberg School of Medicine, Department of Emergency Medicine, Chicago, Illinois
| | - Christopher Hogrefe
- Northwestern University Feinberg School of Medicine, Department of Emergency Medicine, Chicago, Illinois
- Northwestern Medicine and Northwestern University Feinberg School of Medicine, Department of Medicine and Orthopedic Surgery, Chicago, Illinois
| | - Morgan B. Swanson
- University of Iowa Carver College of Medicine, Department of Emergency Medicine, Iowa City, Iowa
- University of Iowa College of Public Health, Department of Epidemiology, Iowa City, Iowa
| | - Karisa K. Harland
- University of Iowa Carver College of Medicine, Department of Emergency Medicine, Iowa City, Iowa
- University of Iowa College of Public Health, Department of Epidemiology, Iowa City, Iowa
| | - Ross Mathiasen
- University of Nebraska Medical Center, Department of Emergency Medicine, Omaha, Nebraska
| | - Jon Van Heukelom
- University of Iowa Carver College of Medicine, Department of Emergency Medicine, Iowa City, Iowa
| | - Timothy W. Thomsen
- University of Iowa Carver College of Medicine, Department of Emergency Medicine, Iowa City, Iowa
- Univeristy of Iowa Carver College of Medicine, Department of Orthopedics and Rehabilitation, Iowa City, Iowa
| | - Nicholas M. Mohr
- University of Iowa Carver College of Medicine, Department of Emergency Medicine, Iowa City, Iowa
- University of Iowa College of Public Health, Department of Epidemiology, Iowa City, Iowa
- University of Iowa Carver College of Medicine, Department of Anesthesia, Division of Critical Care, Iowa City, Iowa
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Cost-effectiveness of a high-intensity rapid access outpatient stroke rehabilitation program. Int J Rehabil Res 2019; 42:56-62. [PMID: 30431508 DOI: 10.1097/mrr.0000000000000327] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
A common strategy to improve cost-effectiveness in healthcare is to offer outpatient care instead of in-hospital care. Toronto Rehabilitation Institute developed an outpatient high-intensity fast-track (FT) stroke rehabilitation program aimed at discharging inpatient stroke rehabilitation patients earlier or bypassing inpatient rehabilitation altogether. This cost-effectiveness analysis compares FT rehabilitation within 1 week of discharge with no FT in a single healthcare payer system. Patient costs and outcomes over a 12-week time horizon were included. Using individual-level FT data from April 2015 to March 2016, incremental cost-effectiveness ratios (ICERs) (with 95% confidence interval) were estimated using regression. Subgroup analysis was completed for patients entering FT directly from inpatient rehabilitation and acute stroke care. Uncertainty was assessed using a cost-effectiveness acceptability curve with a range of willingness-to-pay values ($0-1000 per inpatient day saved). ICER (95% confidence interval) estimate for patients entering FT from inpatient rehabilitation was $404 ($270-620) per inpatient day saved. ICER estimate for direct from acute care admissions was $37 ($20-55) per day saved. At willingness-to-pay of $698 (cost of one alternate level of care day in acute care awaiting rehabilitation), the probability of FT being cost-effective was 99.2 and 100% for patients from inpatient rehabilitation and acute stroke care, respectively. From a single healthcare payer perspective, FT is a cost-effective method of providing appropriate rehabilitation intensity for stroke patients early on, and likely to provide savings to the healthcare system upstream through fewer days awaiting rehabilitation admission.
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Domino JS, Baek J, Meurer WJ, Garcia N, Morgenstern LB, Campbell M, Lisabeth LD. Emerging temporal trends in tissue plasminogen activator use: Results from the BASIC project. Neurology 2016; 87:2184-2191. [PMID: 27770075 DOI: 10.1212/wnl.0000000000003349] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2016] [Accepted: 07/27/2016] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To explore temporal trends in tissue plasminogen activator (tPA) administration for acute ischemic stroke (AIS) in a biethnic community without an academic medical center and variation in trends by age, sex, ethnicity, and stroke severity. METHODS Cases of AIS were identified from 7 hospitals in the Brain Attack Surveillance in Corpus Christi (BASIC) project, a population-based surveillance study between January 1, 2000, and June 30, 2012. tPA, demographics, and stroke severity as assessed by the NIH Stroke Scale (NIHSS) were ascertained from medical records. Temporal trends were explored using generalized estimating equations, and adjustment made for age, sex, ethnicity, and NIHSS. Interaction terms were included to test for effect modification. RESULTS There were 5,277 AIS cases identified from 4,589 unique individuals. tPA use was steady at 2% and began increasing in 2006, reaching 11% in subsequent years. Stroke severity modified temporal trends (p = 0.003) such that cases in the highest severity quartile (NIHSS > 8) had larger increases in tPA use than those in lower severity quartiles. Although ethnicity did not modify the temporal trend, Mexican Americans (MAs) were less likely to receive tPA than non-Hispanic whites (NHWs) due to emerging ethnic differences in later years. CONCLUSIONS Dramatic increases in tPA use were apparent in this community without an academic medical center. Primary stroke center certification likely contributed to this rise. Results suggest that increases in tPA use were greater in higher severity patients compared to lower severity patients, and a gap between MAs and NHWs in tPA administration may be emerging.
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Affiliation(s)
- Joseph S Domino
- From the Department of Epidemiology (J.S.D., J.B., L.B.M., L.D.L.), University of Michigan School of Public Health; Department of Emergency Medicine (W.J.M.) and Stroke Program (N.G., L.B.M., L.D.L.), University of Michigan Medical School, Ann Arbor; and private practice (M.C.), Corpus Christi, TX
| | - Jonggyu Baek
- From the Department of Epidemiology (J.S.D., J.B., L.B.M., L.D.L.), University of Michigan School of Public Health; Department of Emergency Medicine (W.J.M.) and Stroke Program (N.G., L.B.M., L.D.L.), University of Michigan Medical School, Ann Arbor; and private practice (M.C.), Corpus Christi, TX
| | - William J Meurer
- From the Department of Epidemiology (J.S.D., J.B., L.B.M., L.D.L.), University of Michigan School of Public Health; Department of Emergency Medicine (W.J.M.) and Stroke Program (N.G., L.B.M., L.D.L.), University of Michigan Medical School, Ann Arbor; and private practice (M.C.), Corpus Christi, TX
| | - Nelda Garcia
- From the Department of Epidemiology (J.S.D., J.B., L.B.M., L.D.L.), University of Michigan School of Public Health; Department of Emergency Medicine (W.J.M.) and Stroke Program (N.G., L.B.M., L.D.L.), University of Michigan Medical School, Ann Arbor; and private practice (M.C.), Corpus Christi, TX
| | - Lewis B Morgenstern
- From the Department of Epidemiology (J.S.D., J.B., L.B.M., L.D.L.), University of Michigan School of Public Health; Department of Emergency Medicine (W.J.M.) and Stroke Program (N.G., L.B.M., L.D.L.), University of Michigan Medical School, Ann Arbor; and private practice (M.C.), Corpus Christi, TX
| | - Morgan Campbell
- From the Department of Epidemiology (J.S.D., J.B., L.B.M., L.D.L.), University of Michigan School of Public Health; Department of Emergency Medicine (W.J.M.) and Stroke Program (N.G., L.B.M., L.D.L.), University of Michigan Medical School, Ann Arbor; and private practice (M.C.), Corpus Christi, TX
| | - Lynda D Lisabeth
- From the Department of Epidemiology (J.S.D., J.B., L.B.M., L.D.L.), University of Michigan School of Public Health; Department of Emergency Medicine (W.J.M.) and Stroke Program (N.G., L.B.M., L.D.L.), University of Michigan Medical School, Ann Arbor; and private practice (M.C.), Corpus Christi, TX.
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Wang J, Zhang H, Ni D, Fan W, Qu J, Liu Y, Jin Y, Cui Z, Xu T, Wu Y, Bu W, Yao Z. High-Performance Upconversion Nanoprobes for Multimodal MR Imaging of Acute Ischemic Stroke. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2016; 12:3591-3600. [PMID: 27219071 DOI: 10.1002/smll.201601144] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Indexed: 06/05/2023]
Abstract
Multimodal magnetic resonance (MR) imaging, including MR angiography (MRA) and MR perfusion (MRP), plays a critical role in the diagnosis and surveillance of acute ischemic stroke. However, these techniques are hindered by the low T1 relaxivity, short circulation time, and high leakage rate from vessels of clinical Magnevist. To address these problems, nontoxic polyethylene glycol (PEG)ylated upconversion nanoprobes (PEG-UCNPs) are synthesized and first adopted for excellent MRA and MRP imaging, featuring high diagnostic sensitivity toward acute ischemic stroke in high-resolution imaging. The investigations show that the agent possesses superior advantages over clinical Magnevist, such as much higher relaxivity, longer circulation time, and lower leakage rate, which guarantee much better imaging efficiency. Remarkably, an extremely small dosage (5 mg Gd kg(-1) ) of PEG-UCNPs provides high-resolution MRA imaging with the vascular system delineated much clearer than the Magnevist with clinical dosage as high as 108 mg Gd kg(-1) . On the other hand, the long circulation time of PEG-UCNPs enables the surveillance of the progression of ischemic stroke using MRA or MRP. Once translated, these PEG-UCNPs are expected to be a promising candidate for substituting the clinical Magnevist in MRA and MRP, which will significantly lengthen the imaging time window and improve the overall diagnostic efficiency.
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Affiliation(s)
- Jing Wang
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai, 200040, P. R. China
| | - Hua Zhang
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai, 200040, P. R. China
| | - Dalong Ni
- State Key Laboratory of High Performance Ceramics and Superfine Microstructures, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, 200050, P. R. China
| | - Wenpei Fan
- State Key Laboratory of High Performance Ceramics and Superfine Microstructures, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, 200050, P. R. China
| | - Jianxun Qu
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai, 200040, P. R. China
| | - Yanyan Liu
- State Key Laboratory of High Performance Ceramics and Superfine Microstructures, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, 200050, P. R. China
| | - Yingying Jin
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai, 200040, P. R. China
| | - Zhaowen Cui
- State Key Laboratory of High Performance Ceramics and Superfine Microstructures, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, 200050, P. R. China
| | - Tianyong Xu
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai, 200040, P. R. China
| | - Yue Wu
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai, 200040, P. R. China
| | - Wenbo Bu
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai, 200040, P. R. China
- State Key Laboratory of High Performance Ceramics and Superfine Microstructures, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, 200050, P. R. China
- Shanghai Key Laboratory of Green Chemistry and Chemical Processes, School of Chemistry and Molecular Engineering, East China Normal University, Shanghai, 200062, P. R. China
| | - Zhenwei Yao
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai, 200040, P. R. China
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Variation in Resource Utilization for Patients With Hip and Pelvic Fractures Despite Equal Medicare Reimbursement. Clin Orthop Relat Res 2016; 474:1486-94. [PMID: 26913512 PMCID: PMC4868172 DOI: 10.1007/s11999-016-4765-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2015] [Accepted: 02/17/2016] [Indexed: 01/31/2023]
Abstract
BACKGROUND Medicare currently reimburses hospitals for inpatient admissions with "bundled" payments based on patient Diagnosis-related Groups (DRGs) regardless of true hospital costs. At present, DRG 536 (fractures of the hip and pelvis) includes a broad spectrum of patients with orthopaedic trauma, likely with varying inpatient resource utilization. With the growing incidence of fractures in the elderly, inadequate reimbursements from Medicare for certain patients with DRG 536 may lead to growing financial strain on healthcare institutions caring for these patients with higher costs. QUESTIONS/PURPOSES The purposes of the study were to determine whether (1) inpatient length of stay; (2) intensive care unit stay; and (3) ventilator time differ among subpopulations with Medicare DRG 536. METHODS A total of 56,683 patients, 65 years or older, with fractures of the hip or pelvis were identified in the 2011 and 2012 National Trauma Data Bank. This clinical registry contains data on trauma cases from more than 900 participating trauma centers, allowing analysis of resource utilization in centers across the United States. Patients were grouped in the following subgroups: hip fractures (n = 35,119), nonoperative pelvic fractures (n = 15,506), acetabulum fractures, operative and nonoperative, (n = 7670), and operative pelvic fractures (n = 682). Total inpatient length of stay, intensive care unit (ICU) stay, and ventilator time were compared across groups using multivariate analysis that controlled for hospital factors. RESULTS After controlling for patient and hospital factors, difference in inpatient length of stay was -0.2 days for patients with nonoperative pelvis fractures compared with inpatient length of stay for patients with hip fractures (95% CI, -0.4 to -0.1 days; p = 0.001); 1.7 days for patient with acetabulum fractures (95% CI, 1.4-1.9 days; p < 0.001); and 7.7 days for patients with operative pelvic fractures (95% CI, 7.0-8.4 days; p < 0.001). The difference in ICU length of stay for patients with nonoperative pelvis fractures was 0.8 days compared with ICU length of stay for patients with hip fractures (95% CI, 0.7-0.9 days; p < 0.001); 1.9 days for patients with acetabulum fractures (95% CI, 1.8-2.1 days; p < 0.001); and 6.3 days for patients with operative pelvic fractures (95% CI, 5.9-6.7 days; p < 0.001). The difference in mechanical ventilation time for patients with nonoperative fractures was 0.5 days compared with ventilation time for patients with hip fractures (95% CI, 0.4-0.6 days; p < 0.001); 1.1 days for patients with acetabulum fractures (95% CI, 1.0-1.2 days; p < 0.001); and 3.9 days for patients with operative fractures (95% CI, 2.5-3.2 days; p < 0.001). CONCLUSIONS In our current multitiered trauma system, certain centers will see higher proportions of patients with acetabulum and operative pelvic fractures. Because hospitals are reimbursed equally for these subgroups of Medicare DRG 536, centers that care for a greater proportion of patients with more-complex pelvic trauma will experience lower financial margins per trauma patient, limiting their potential for growth and investment compared with competing institutions that may not routinely see patients with high-energy trauma. Because of this, we believe reevaluation of this Medicare Prospective Payment System DRG is warranted. LEVEL OF EVIDENCE Level IV, economic and decision analysis.
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Kleindorfer D, Khoury J, Alwell K, Moomaw CJ, Woo D, Flaherty ML, Adeoye O, Ferioli S, Khatri P, Kissela BM. The impact of Magnetic Resonance Imaging (MRI) on ischemic stroke detection and incidence: minimal impact within a population-based study. BMC Neurol 2015; 15:175. [PMID: 26407627 PMCID: PMC4583736 DOI: 10.1186/s12883-015-0421-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2014] [Accepted: 09/02/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND There are several situations in which magnetic resonance imaging (MRI) might impact whether an cerebrovascular event is considered a new stroke. These include clinically non-focal events with positive imaging for acute cerebral infarction, and worsening of older symptoms without evidence of new infarction on MRI. We sought to investigate the impact of MRI on stroke detection and stroke incidence, by describing agreement between a strictly clinical definition of stroke and a definition based on physician opinion, including MRI imaging findings. METHODS All hospitalized strokes that occurred in five Ohio and Northern Kentucky counties (population 1.3 million) in the calendar year of 2005 were identified using ICD-9 discharge codes 430-436. The two definitions used were: "clinical case definition" which included sudden onset focal neurologic symptoms referable to a vascular territory for >24 h, compared to the "best clinical judgment of the physician definition", which considers all relevant information, including neuroimaging findings. The 95% confidence intervals (CI) for the incidence rates were calculated assuming a Poisson distribution. Rates were standardized to the 2000 U.S. population, adjusting for age, race, and sex, and included all age groups. RESULTS There were 2403 ischemic stroke events in 2269 patients; 1556 (64%) had MRI performed. Of the events, 2049 (83%) were cases by both definitions, 185 (7.7%) met the clinical case definition but were non-cases in the physician's opinion and 169 (7.0%) were non-cases by clinical definition but were cases in the physician's opinion. There was no significant difference in the incidence rates of first-ever or total ischemic strokes generated by the two different definitions, or when only those with MRI imaging were included. CONCLUSIONS We found that MRI findings do not appear to substantially change stroke incidence estimates, as the strictly clinical definition of stroke did not significantly differ from a definition that included imaging findings. Including MRI in the case definition "rules out" almost the same number of strokes as it "rules in".
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Affiliation(s)
- Dawn Kleindorfer
- Department of Neurology, University of Cincinnati, 260 Stetson Street, Suite 2300, Cincinnati, OH, 45267-0525, USA.
| | - Jane Khoury
- Cincinnati Children's Hospital Medical Center, Department of Pediatrics, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA.
| | - Kathleen Alwell
- Department of Neurology, University of Cincinnati, 260 Stetson Street, Suite 2300, Cincinnati, OH, 45267-0525, USA.
| | - Charles J Moomaw
- Department of Neurology, University of Cincinnati, 260 Stetson Street, Suite 2300, Cincinnati, OH, 45267-0525, USA.
| | - Daniel Woo
- Department of Neurology, University of Cincinnati, 260 Stetson Street, Suite 2300, Cincinnati, OH, 45267-0525, USA.
| | - Matthew L Flaherty
- Department of Neurology, University of Cincinnati, 260 Stetson Street, Suite 2300, Cincinnati, OH, 45267-0525, USA.
| | - Opeolu Adeoye
- Department of Emergency Medicine, University of Cincinnati, 231 Albert Sabin Way, ML 0769, Cincinnati, OH, 45267, USA.
| | - Simona Ferioli
- Department of Emergency Medicine, University of Cincinnati, 231 Albert Sabin Way, ML 0769, Cincinnati, OH, 45267, USA.
| | - Pooja Khatri
- Department of Neurology, University of Cincinnati, 260 Stetson Street, Suite 2300, Cincinnati, OH, 45267-0525, USA.
| | - Brett M Kissela
- Department of Neurology, University of Cincinnati, 260 Stetson Street, Suite 2300, Cincinnati, OH, 45267-0525, USA.
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Shah PS, Mirea L, Ng E, Solimano A, Lee SK. Association of unit size, resource utilization and occupancy with outcomes of preterm infants. J Perinatol 2015; 35:522-9. [PMID: 25675049 DOI: 10.1038/jp.2015.4] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2014] [Revised: 11/28/2014] [Accepted: 12/17/2014] [Indexed: 11/09/2022]
Abstract
OBJECTIVE Assess association of NICU size, and occupancy rate and resource utilization at admission with neonatal outcome. STUDY DESIGN Retrospective cohort study of 9978 infants born at 23-32 weeks gestation and admitted to 23 tertiary-level Canadian NICUs during 2010-2012. Adjusted odds ratios (AOR) were estimated for a composite outcome of mortality/any major morbidity with respect to NICU size, occupancy rate and intensity of resource utilization at admission. RESULTS A total of 2889 (29%) infants developed the composite outcome, the odds of which were higher for 16-29, 30-36 and >36-bed NICUs compared with <16-bed NICUs (AOR (95% CI): 1.47 (1.25-1.73); 1.49 (1.25-1.78); 1.55 (1.29-1.87), respectively) and for NICUs with higher resource utilization at admission (AOR: 1.30 (1.08-1.56), Q4 vs Q1) but not different according to NICU occupancy. CONCLUSION Larger NICUs and more intense resource utilization at admission are associated with higher odds of a composite adverse outcome in very preterm infants.
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Affiliation(s)
- P S Shah
- 1] Maternal-Infant Care Research Centre, Mount Sinai Hospital, Toronto, ON, Canada [2] Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - L Mirea
- 1] Maternal-Infant Care Research Centre, Mount Sinai Hospital, Toronto, ON, Canada [2] Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - E Ng
- Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - A Solimano
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - S K Lee
- 1] Maternal-Infant Care Research Centre, Mount Sinai Hospital, Toronto, ON, Canada [2] Department of Pediatrics, University of Toronto, Toronto, ON, Canada
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Kindermann DR, McCarthy ML, Ding R, Frohna WJ, Hansen J, Maloy K, Milzman DP, Pines JM. Emergency Department Variation in Utilization and Diagnostic Yield of Advanced Radiography in Diagnosis of Pulmonary Embolus. J Emerg Med 2014; 46:791-9. [DOI: 10.1016/j.jemermed.2013.12.002] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2013] [Revised: 10/02/2013] [Accepted: 12/03/2013] [Indexed: 12/13/2022]
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Variation in diagnostic testing in ICUs: a comparison of teaching and nonteaching hospitals in a regional system. Crit Care Med 2014; 42:9-16. [PMID: 24145835 DOI: 10.1097/ccm.0b013e3182a63887] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVES To explore variation in the use of diagnostic testing in ICUs, with emphasis on differences between teaching and nonteaching ICUs. DESIGN Retrospective review of a prospective clinical ICU database. SETTING Five teaching and four nonteaching ICUs in Winnipeg, Canada, during 2006-2010. PATIENTS All adults admitted to the nine ICUs during the study period were eligible. After excluding subgroups restricted to teaching ICUs, inter-ICU transfers, prior ICU admission within 90 days, ICU length of stay less than 12 hours, and missing death dates, 10,262 patients were evaluated. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Our primary outcome variable (TotalTesting) was the cumulative number of nine common laboratory tests, three radiologic tests, and electrocardiograms performed in each ICU. We used multivariable median regression to identify factors associated with TotalTesting, including length of stay, demographics, admission details, type and severity of acute illness, and specific medical interventions. We estimated the predictive power of variables as the decline in pseudo-R2 (a goodness-of-fit measure for median regression) when omitting those variables from the model. Median (interquartile range) TotalTesting was 27 (18-49) in teaching ICUs and 20 (13-36) in nonteaching units. With multivariable adjustment, median TotalTesting was 7.1 higher (95% CI, 6.6-7.7) in teaching ICUs. The most influential variable was length of stay, accounting for almost half of the variation. ICU teaching status was the second most important factor, greater than the degree of physiologic derangement and details of medical management. CONCLUSIONS After adjustment for confounding variables, patients in teaching ICUs had slightly but significantly more diagnostic tests done than those in nonteaching ICUs. In addition to increasing costs, prior studies have shown that excessive testing can cause harm in various ways and does not improve outcomes. Interventions to reduce testing should be directed to all caregivers with responsibility for ordering diagnostic tests, in both teaching and nonteaching institutions.
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