Hospital Readmissions among Commercially Insured and Medicare Advantage Beneficiaries with Diabetes and the Impact of Severe Hypoglycemic and Hyperglycemic Events
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 amo...
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Published in | Journal of general internal medicine : JGIM Vol. 32; no. 10; pp. 1097 - 1105 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
Published |
New York
Springer US
01.10.2017
Springer Nature B.V |
Subjects | |
Online Access | Get full text |
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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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AbstractList | 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. BACKGROUNDHospital 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.OBJECTIVETo ascertain the most common reasons and risk factors for readmission among adults with diabetes, with specific consideration of severe dysglycemia.DESIGNRetrospective analysis of data from the OptumLabs Data Warehouse, an administrative data set of commercially insured and Medicare Advantage beneficiaries across the U.S.PARTICIPANTSAdults ≥18 years of age with diabetes, discharged from a hospital between January 1, 2009, and December 31, 2014 (N = 342,186).MAIN MEASURESPrincipal diagnoses and risk factors for 30-day unplanned readmissions, subset as being for severe dysglycemia vs. all other causes.KEY RESULTSWe 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.CONCLUSIONSAdults 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. BackgroundHospital 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.ObjectiveTo ascertain the most common reasons and risk factors for readmission among adults with diabetes, with specific consideration of severe dysglycemia.DesignRetrospective analysis of data from the OptumLabs Data Warehouse, an administrative data set of commercially insured and Medicare Advantage beneficiaries across the U.S.ParticipantsAdults ≥18 years of age with diabetes, discharged from a hospital between January 1, 2009, and December 31, 2014 (N = 342,186).Main MeasuresPrincipal diagnoses and risk factors for 30-day unplanned readmissions, subset as being for severe dysglycemia vs. all other causes.Key ResultsWe 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.ConclusionsAdults 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. 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. To ascertain the most common reasons and risk factors for readmission among adults with diabetes, with specific consideration of severe dysglycemia. Retrospective analysis of data from the OptumLabs Data Warehouse, an administrative data set of commercially insured and Medicare Advantage beneficiaries across the U.S. Adults ≥18 years of age with diabetes, discharged from a hospital between January 1, 2009, and December 31, 2014 (N = 342,186). Principal diagnoses and risk factors for 30-day unplanned readmissions, subset as being for severe dysglycemia vs. all other causes. 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. 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. |
Author | McCoy, Rozalina G. Jeffery, Molly M. Lipska, Kasia J. Herrin, Jeph Krumholz, Harlan M. Shah, Nilay D. |
Author_xml | – sequence: 1 givenname: Rozalina G. surname: McCoy fullname: McCoy, Rozalina G. email: mccoy.rozalina@mayo.edu organization: Division of Primary Care Internal Medicine, Department of Medicine, Mayo Clinic, Division of Health Care Policy & Research, Department of Health Sciences Research, Mayo Clinic, Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery – sequence: 2 givenname: Kasia J. surname: Lipska fullname: Lipska, Kasia J. organization: Section of Endocrinology, Department of Internal Medicine, Yale School of Medicine – sequence: 3 givenname: Jeph surname: Herrin fullname: Herrin, Jeph organization: Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, Health Research and Educational Trust – sequence: 4 givenname: Molly M. surname: Jeffery fullname: Jeffery, Molly M. organization: Division of Health Care Policy & Research, Department of Health Sciences Research, Mayo Clinic, Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery – sequence: 5 givenname: Harlan M. surname: Krumholz fullname: Krumholz, Harlan M. organization: Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, Robert Wood Johnson Foundation Clinical Scholars Program, Department of Internal Medicine, Yale School of Medicine, Center for Outcomes Research and Evaluation, Yale New Haven Health, Department of Health Policy and Management, Yale School of Public Health – sequence: 6 givenname: Nilay D. surname: Shah fullname: Shah, Nilay D. organization: Division of Health Care Policy & Research, Department of Health Sciences Research, Mayo Clinic, Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, OptumLabs |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/28685482$$D View this record in MEDLINE/PubMed |
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Copyright | Society of General Internal Medicine 2017 Journal of General Internal Medicine is a copyright of Springer, (2017). All Rights Reserved. |
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Hospital readmission is common among patients with diabetes. Some readmissions, particularly for hypoglycemia and hyperglycemia, may be avoidable... Hospital readmission is common among patients with diabetes. Some readmissions, particularly for hypoglycemia and hyperglycemia, may be avoidable with better... BackgroundHospital readmission is common among patients with diabetes. Some readmissions, particularly for hypoglycemia and hyperglycemia, may be avoidable... BACKGROUNDHospital readmission is common among patients with diabetes. Some readmissions, particularly for hypoglycemia and hyperglycemia, may be avoidable... |
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SubjectTerms | Adult Adults Age Aged Complications Data processing Data warehouses Diabetes Diabetes mellitus Diabetes Mellitus - diagnosis Diabetes Mellitus - epidemiology Diabetes Mellitus - therapy Female Government programs Health care Heart diseases Heart rate Hospitalization Humans Hyperglycemia Hyperglycemia - diagnosis Hyperglycemia - epidemiology Hyperglycemia - therapy Hypoglycemia Hypoglycemia - diagnosis Hypoglycemia - epidemiology Hypoglycemia - therapy Insurance, Health - trends Internal Medicine Male Medicare Medicare Part C - trends Medicine Medicine & Public Health Middle Aged Original Research Patient admissions Patient Readmission - trends Patients Retrospective Studies Risk analysis Risk factors Risk management Severity of Illness Index United States - epidemiology |
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Title | Hospital Readmissions among Commercially Insured and Medicare Advantage Beneficiaries with Diabetes and the Impact of Severe Hypoglycemic and Hyperglycemic Events |
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