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McCoy RG, Lipska KJ, Herrin J, Jeffery MM, Krumholz HM, Shah ND. Hospital Readmissions among Commercially Insured and Medicare Advantage Beneficiaries with Diabetes and the Impact of Severe Hypoglycemic and Hyperglycemic Events. J Gen Intern Med 2017; 32:1097-1105. [PMID: 28685482 PMCID: PMC5602759 DOI: 10.1007/s11606-017-4095-x] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2016] [Revised: 04/19/2017] [Accepted: 05/31/2017] [Indexed: 12/15/2022]
Abstract
BACKGROUND Hospital readmission is common among patients with diabetes. Some readmissions, particularly for hypoglycemia and hyperglycemia, may be avoidable with better care transitions and post-discharge management. OBJECTIVE To ascertain the most common reasons and risk factors for readmission among adults with diabetes, with specific consideration of severe dysglycemia. DESIGN Retrospective analysis of data from the OptumLabs Data Warehouse, an administrative data set of commercially insured and Medicare Advantage beneficiaries across the U.S. PARTICIPANTS Adults ≥18 years of age with diabetes, discharged from a hospital between January 1, 2009, and December 31, 2014 (N = 342,186). MAIN MEASURES Principal diagnoses and risk factors for 30-day unplanned readmissions, subset as being for severe dysglycemia vs. all other causes. KEY RESULTS We analyzed 594,146 index hospitalizations among adults with diabetes: mean age 68.2 years (SD, 13.0), 52.9% female, and 67.8% white. The all-cause 30-day readmission rate was 10.8%. Heart failure was the most common cause for index hospitalization (5.5%) and readmission (8.9%). Severe dysglycemia accounted for 2.6% of index hospitalizations (48.1% hyperglycemia, 50.4% hypoglycemia, 1.5% unspecified) and 2.5% of readmissions (38.3% hyperglycemia, 61.0% hypoglycemia, 0.7% unspecified). Younger patient age, severe dysglycemia at index or prior hospitalization, and the Diabetes Complications Severity Index (DCSI) were the strongest risk factors predisposing patients to severe dysglycemia vs. other readmissions. Prior episodes of severe dysglycemia and the DCSI were also independent risk factors for other-cause readmissions, irrespective of the cause of the index hospitalization. CONCLUSIONS Adults with diabetes are hospitalized and readmitted for a wide range of health conditions, and hospitalizations for severe hypoglycemia and hyperglycemia remain common, with high rates of recurrence. Severe dysglycemia is most likely to occur among younger patients with multiple diabetes complications and prior history of such events.
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Affiliation(s)
- Rozalina G McCoy
- Division of Primary Care Internal Medicine, Department of Medicine, Mayo Clinic, Rochester, MN, 55905, USA.
- Division of Health Care Policy & Research, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA.
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, MN, 55905, USA.
| | - Kasia J Lipska
- Section of Endocrinology, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, 06520, USA
| | - Jeph Herrin
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, 06520, USA
- Health Research and Educational Trust, Chicago, IL, 60606, USA
| | - Molly M Jeffery
- Division of Health Care Policy & Research, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, MN, 55905, USA
| | - Harlan M Krumholz
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, 06520, USA
- Robert Wood Johnson Foundation Clinical Scholars Program, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, 06520, USA
- Center for Outcomes Research and Evaluation, Yale New Haven Health, New Haven, CT, 06520, USA
- Department of Health Policy and Management, Yale School of Public Health, New Haven, CT, 06520, USA
| | - Nilay D Shah
- Division of Health Care Policy & Research, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, MN, 55905, USA
- OptumLabs, Cambridge, MA, 02142, USA
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Jeffery MM, Shah ND, Karaca-Mandic P, Ross JS, Rank MA. Trends in Omalizumab Utilization for Asthma: Evidence of Suboptimal Patient Selection. J Allergy Clin Immunol Pract 2017; 6:1568-1577.e4. [PMID: 28958746 DOI: 10.1016/j.jaip.2017.07.034] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Revised: 07/14/2017] [Accepted: 07/19/2017] [Indexed: 11/28/2022]
Abstract
BACKGROUND Utilization trends of omalizumab, a first-in-its-class asthma biologic approved in 2003 for individuals not controlled by inhaled corticosteroids (ICSs), may reveal lessons in patient selection. OBJECTIVE To describe utilization patterns for omalizumab since its introduction in 2003, with a focus on patient-level characteristics of patients for whom omalizumab was initiated. METHODS Using a large US database of administrative claims, we identified privately insured and Medicare Advantage beneficiaries with asthma between 2003 and 2015. Characteristics of incident (no omalizumab use in the previous 12 months) and prevalent users of omalizumab for asthma were described and omalizumab use trends graphed. A comparison cohort (1:5 matching proportion) of nonomalizumab users was compared with incident omalizumab users on demographic characteristics, medication adherence (medication possession ratio [MPR]) for ICSs and/or ICS/long-acting β-agonist (ICS-LABA), exacerbation frequency, and asthma control in the 6 months before omalizumab initiation. RESULTS We identified 7,658 prevalent and 3,399 incident omalizumab users. Omalizumab incidence peaked in the second quarter of 2004 at 0.65 per 1,000 individuals with asthma, whereas prevalence peaked in the fourth quarter of 2006 at 3.22; as of fourth quarter 2015, rates were 0.14 and 1.96, respectively. In the 12 months before omalizumab initiation, 72.5% had low adherence (MPR ≤ 0.75) and 48.6% had very low adherence (MPR ≤ 0.5) to ICSs and/or ICS-LABA. In the period 2003 to 2015, the mean number of exacerbations in the 12 months before incident use ranged from 1.50 to 2.11 and the proportion that had poor asthma control (≥3 rescue inhalers dispensed) ranged from 54% to 67%. Incident omalizumab users were less likely to have good asthma control than the matched cohort of nonusers (adjusted odds ratio, 0.53 [0.48-0.59]). CONCLUSIONS Omalizumab use for asthma has been gradually decreasing following a peak shortly after its market availability. Many omalizumab users have low or very low adherence rates for ICSs and/or ICS-LABA in the 12 months before omalizumab initiation.
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Affiliation(s)
- Molly M Jeffery
- Division of Health Care Policy and Research, Mayo Clinic, Rochester, Minn; Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minn
| | - Nilay D Shah
- Division of Health Care Policy and Research, Mayo Clinic, Rochester, Minn; Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minn
| | - Pinar Karaca-Mandic
- Division of Health Policy and Management, School of Public Health, University of Minnesota, Minneapolis, Minn
| | - Joseph S Ross
- Section of General Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, Conn; Department of Health Policy and Management, Yale University School of Public Health, New Haven, Conn; Center for Outcomes Research and Evaluation, Yale-New Haven Health, New Haven, Conn
| | - Matthew A Rank
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minn; Division of Allergy, Asthma, and Clinical Immunology, Mayo Clinic, Scottsdale, Ariz.
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Bellolio MF, Heien HC, Sangaralingham LR, Jeffery MM, Campbell RL, Cabrera D, Shah ND, Hess EP. Increased Computed Tomography Utilization in the Emergency Department and Its Association with Hospital Admission. West J Emerg Med 2017; 18:835-845. [PMID: 28874935 PMCID: PMC5576619 DOI: 10.5811/westjem.2017.5.34152] [Citation(s) in RCA: 91] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2017] [Revised: 05/05/2017] [Accepted: 05/26/2017] [Indexed: 12/17/2022] Open
Abstract
Introduction Our goal was to investigate trends in computed tomography (CT) utilization in emergency departments (EDs) and its association with hospitalization. Methods We conducted an analysis of an administrative claims database of U.S. privately insured and Medicare Advantage enrollees. We identified ED visits from 2005 through 2013 and assessed for CT use, associated factors, and hospitalization after CT, along with patient demographics. We used both descriptive methods and regression models adjusted for year, age, sex, race, geographic region, and Hwang comorbidity score to explore associations among CT use, year, demographic characteristics, and hospitalization. Results We identified 33,144,233 ED visits; 5,901,603 (17.8%) involved CT. Over time, CT use during ED visits increased 59.9%. CT use increased in all age groups but decreased in children since 2010. In propensity-matching analysis, odds of hospitalization increased with age, comorbidities, male sex, and CT use (odds ratio, 2.38). Odds of hospitalization over time decreased more quickly for patients with CT. Conclusion CT utilization in the ED has increased significantly from 2005 through 2013. For children, CT use after 2010 decreased, indicating caution about CT use. Male sex, older age, and higher number of comorbidities were predictors of CT in the ED. Over time, odds of hospitalization decreased more quickly for patients with CT.
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Affiliation(s)
- M Fernanda Bellolio
- Mayo Clinic, Department of Emergency Medicine, Rochester, Minnesota.,Mayo Clinic, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, Minnesota.,Mayo Clinic, Division of Health Care Policy and Research, Rochester, Minnesota
| | - Herbert C Heien
- Mayo Clinic, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, Minnesota
| | - Lindsey R Sangaralingham
- Mayo Clinic, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, Minnesota
| | - Molly M Jeffery
- Mayo Clinic, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, Minnesota.,Mayo Clinic, Division of Health Care Policy and Research, Rochester, Minnesota
| | - Ronna L Campbell
- Mayo Clinic, Department of Emergency Medicine, Rochester, Minnesota
| | - Daniel Cabrera
- Mayo Clinic, Department of Emergency Medicine, Rochester, Minnesota
| | - Nilay D Shah
- Mayo Clinic, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, Minnesota.,Mayo Clinic, Division of Health Care Policy and Research, Rochester, Minnesota.,OptumLabs, Cambridge, Massachusetts
| | - Erik P Hess
- Mayo Clinic, Department of Emergency Medicine, Rochester, Minnesota.,Mayo Clinic, Division of Health Care Policy and Research, Rochester, Minnesota
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Gershman B, Meier SK, Jeffery MM, Moreira DM, Tollefson MK, Kim SP, Karnes RJ, Shah ND. Redefining and Contextualizing the Hospital Volume-Outcome Relationship for Robot-Assisted Radical Prostatectomy: Implications for Centralization of Care. J Urol 2017; 198:92-99. [DOI: 10.1016/j.juro.2017.01.067] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/24/2017] [Indexed: 11/25/2022]
Affiliation(s)
- Boris Gershman
- Division of Urology, Rhode Island Hospital and Miriam Hospital, Providence, Rhode Island
| | - Sarah K. Meier
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Molly M. Jeffery
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Daniel M. Moreira
- Department of Urology, University of Illinois at Chicago, Chicago, Illinois
| | | | - Simon P. Kim
- Department of Urology, Urology Institute, University Hospitals Case Medical Center, Case Western Reserve University School of Medicine, Cleveland, Ohio
| | | | - Nilay D. Shah
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
- OptumLabs, Cambridge, Massachusetts
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Rank MA, Jeffery MM, Ngufor CG, Shah ND. Omalizumab Utilization Trends for Asthma in the US from 2003-2015. J Allergy Clin Immunol 2017. [DOI: 10.1016/j.jaci.2016.12.244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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