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 inJournal of general internal medicine : JGIM Vol. 32; no. 10; pp. 1097 - 1105
Main Authors McCoy, Rozalina G., Lipska, Kasia J., Herrin, Jeph, Jeffery, Molly M., Krumholz, Harlan M., Shah, Nilay D.
Format Journal Article
LanguageEnglish
Published New York Springer US 01.10.2017
Springer Nature B.V
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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.
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.
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  givenname: Molly M.
  surname: Jeffery
  fullname: Jeffery, Molly M.
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  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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Keywords epidemiology
hyperglycemia
health services research
risk assessment
hypoglycemia
hospital medicine
readmissions
diabetes
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DB Rubin (4095_CR29) 1987
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PJ Wallace (4095_CR13) 2014; 33
4095_CR15
4095_CR12
A Morandi (4095_CR32) 2013; 14
4095_CR11
J Donze (4095_CR4) 2013; 347
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Snippet Background 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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StartPage 1097
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
URI https://link.springer.com/article/10.1007/s11606-017-4095-x
https://www.ncbi.nlm.nih.gov/pubmed/28685482
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https://search.proquest.com/docview/1917364228
https://pubmed.ncbi.nlm.nih.gov/PMC5602759
Volume 32
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