Risk factors for 30-day readmission following hypoglycemia-related emergency room and inpatient admissions
- PMID: 27110366
- PMCID: PMC4838663
- DOI: 10.1136/bmjdrc-2015-000160
Risk factors for 30-day readmission following hypoglycemia-related emergency room and inpatient admissions
Abstract
Objective: Hypoglycemia is a serious complication of diabetes treatment. This retrospective observational study characterized hypoglycemia-related hospital emergency room (ER) and inpatient (in-pt) admissions and identified risk factors for 30-day all-cause and hypoglycemia-related readmission.
Research design and methods: 4476 hypoglycemia-related ER and in-pt encounters with discharge dates from 1/1/2009 to 3/31/2014 were identified in a large, multicenter electronic health record database. Outcomes were 30-day all-cause ER/hospital readmission and hypoglycemia-related readmission. Multivariable logistic regression methods identified risk factors for both outcomes.
Results: 1095 (24.5%) encounters had ER/hospital all-cause readmission within 30 days and 158 (14.4%) of these were hypoglycemia-related. Predictors of all-cause 30-day readmission included recent exposure to a hospital/nursing home (NH)/skilled nursing facility (SNF; OR 1.985, p<0.001); age 25-34 and 35-44 (OR 2.334 and 1.996, respectively, compared with age 65-74, both p<0.001); and African-American (AA) race versus all other race categories (OR 1.427, p=0.011). Other factors positively associated with readmission include chronic obstructive pulmonary disease, cerebrovascular disease, cardiac dysrhythmias, congestive heart disease, hypertension, and mood disorders. Predictors of readmissions attributable to hypoglycemia included recent exposure to a hospital/NH/SNF (OR 2.299, p<0.001), AA race (OR 1.722, p=0.002), age 35-44 (OR 3.484, compared with age 65-74, p<0.001), hypertension (OR 1.891, p=0.019), and delirium/dementia and other cognitive disorders (OR 1.794, p=0.038). Obesity was protective against 30-day hypoglycemia-related readmission (OR 0.505, p=0.017).
Conclusions: Factors associated with 30-day all-cause and hypoglycemia-related readmission among patients with diabetic hypoglycemia include recent exposure to hospital/SNF/NH, adults <45 years, AAs, and several cardiovascular and respiratory-related comorbid conditions.
Keywords: Hospitalizations; Hypoglycemia; Modeling Statistics; Outcomes Assessment.
Similar articles
-
Predicting Risk Factors for 30-Day Readmissions Following Discharge From Post-Acute Care.Prof Case Manag. 2018 May/Jun;23(3):139-146. doi: 10.1097/NCM.0000000000000261. Prof Case Manag. 2018. PMID: 29601425
-
Cranial neurosurgical 30-day readmissions by clinical indication.J Neurosurg. 2015 Jul;123(1):189-97. doi: 10.3171/2014.12.JNS14447. Epub 2015 Feb 6. J Neurosurg. 2015. PMID: 25658784
-
Thirty-day and 90-day hospital readmission after outpatient upper extremity hemodialysis access creation.J Vasc Surg. 2017 May;65(5):1376-1382. doi: 10.1016/j.jvs.2016.11.023. Epub 2017 Feb 20. J Vasc Surg. 2017. PMID: 28222988
-
Transitions From Skilled Nursing Facility to Home: The Relationship of Early Outpatient Care to Hospital Readmission.J Am Med Dir Assoc. 2017 Oct 1;18(10):853-859. doi: 10.1016/j.jamda.2017.05.007. Epub 2017 Jun 21. J Am Med Dir Assoc. 2017. PMID: 28647577 Free PMC article.
-
Frequency and diagnoses associated with 7- and 30-day readmission of skilled nursing facility patients to a nonteaching community hospital.J Am Med Dir Assoc. 2011 Mar;12(3):195-203. doi: 10.1016/j.jamda.2010.02.015. Epub 2010 Aug 12. J Am Med Dir Assoc. 2011. PMID: 21333921
Cited by
-
Electronic dashboard-based remote glycemic management program reduces length of stay and readmission rate among hospitalized adults.J Diabetes Investig. 2021 Sep;12(9):1697-1707. doi: 10.1111/jdi.13500. Epub 2021 Feb 20. J Diabetes Investig. 2021. PMID: 33421275 Free PMC article.
-
Hypoglycemia Among Type 1 Diabetes Patients After Insulin Use in Southwest Ethiopia.Front Endocrinol (Lausanne). 2021 Oct 8;12:684570. doi: 10.3389/fendo.2021.684570. eCollection 2021. Front Endocrinol (Lausanne). 2021. PMID: 34690922 Free PMC article.
-
Analysis and prediction of unplanned intensive care unit readmission using recurrent neural networks with long short-term memory.PLoS One. 2019 Jul 8;14(7):e0218942. doi: 10.1371/journal.pone.0218942. eCollection 2019. PLoS One. 2019. PMID: 31283759 Free PMC article.
-
Acceptance and Effect of Continuous Glucose Monitoring on Discharge From Hospital in Patients With Type 2 Diabetes: Open-label, Prospective, Controlled Study.JMIR Diabetes. 2022 May 9;7(2):e35163. doi: 10.2196/35163. JMIR Diabetes. 2022. PMID: 35532995 Free PMC article.
-
Reasons for admission and predictors of national 30-day readmission rates in patients with end-stage renal disease on peritoneal dialysis.Clin Kidney J. 2017 Aug;10(4):552-559. doi: 10.1093/ckj/sfx011. Epub 2017 Mar 15. Clin Kidney J. 2017. PMID: 28852495 Free PMC article.
References
-
- Zoungas S, Patel A, Chalmers J et al. , Advance Collaborative Group. Severe hypoglycemia and risks of vascular events and death. N Engl J Med 2010;363:1410–18. - PubMed
LinkOut - more resources
Full Text Sources
Other Literature Sources