ArticleInternal and emergency medicine2018
Predictors of hypoglycemia in hospitalized patients with diabetes mellitus.
Article in Internal and emergency medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.
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Who cites it
17 citing papers in PubMed, 1 synthesis or guideline pooled it, 37 citations in OpenAlex.
- Sex differences in glycemic outcomes: a systematic review and meta-analysis of diabetes treatments.BMJ open diabetes research & care · 2026Pooled it
- Determination, Validation, and Development of Prediction Scores Related to Hypoglycemia Risk Factors Among Ambulatory Type 2 Diabetes Mellitus Patients in Bali, Indonesia.Current diabetes reviews · 2026Article
- Construction and validation of a hypoglycemia risk prediction model for hospitalized type 2 diabetes patients based on machine learning.BMC endocrine disorders · 2025Article
- The Development of an Assessment Instrument for Behavior Toward Hypoglycemia Risk Among Type 2 Diabetes Mellitus Outpatients in Jakarta, Indonesia.Journal of preventive medicine and public health = Yebang Uihakhoe chi · 2025Article
- Development and Validation of an Instrument to Assess the Safe Use of Antidiabetic Medication to Prevent Hypoglycemia Requiring Hospitalization Among Ambulatory Patients With Type 2 Diabetes Mellitus in Bali, Indonesia.Journal of preventive medicine and public health = Yebang Uihakhoe chi · 2025Observational
- Machine learning-based prediction of hypoglycemia severity in hospitalized diabetic patients.Frontiers in endocrinology · 2025Article
- Investigation of Severe Hypoglycemia Risk Among Patients with Diabetes Treated with Ultra-Rapid Lispro in Japan.Advances in therapy · 2025Observational
- Development and Validation of a Nocturnal Hypoglycaemia Risk Model for Patients With Type 2 Diabetes Mellitus.Nursing open · 2024Article
- Assessing the temporal within-day glycemic variability during hospitalization in patients with type 2 diabetes patients using continuous glucose monitoring: a retrospective observational study.Diabetology & metabolic syndrome · 2024Article
- Observational study on stability of within-day glycemic variability of type 2 diabetes inpatients treated with decoctions of traditional Chinese medicine.Frontiers in pharmacology · 2024Article
- Factors Influencing Hypoglycemia in Type 2 Diabetes Mellitus Outpatients with State Health Insurance at Regional General Hospitals in Jakarta, Indonesia.Current diabetes reviews · 2024Article
- Hypoglycemia in patients with type 2 diabetes mellitus during hospitalization: associated factors and prognostic value.Diabetology & metabolic syndrome · 2023Article
- Development and validation of a prediction model of perioperative hypoglycemia risk in patients with type 2 diabetes undergoing elective surgery.BMC surgery · 2022Article
- Risk Factors for Inpatient Hypoglycemia in a Tertiary Care Hospital in Indonesia.Journal of the ASEAN Federation of Endocrine Societies · 2022Article
- Review
- Development and Validation of a Hypoglycemia Risk Model for Intensive Insulin Therapy in Patients with Type 2 Diabetes.Journal of diabetes research · 2020Article
- Predisposing factors for hypoglycaemia in the emergency department.The Journal of international medical research · 2019Article
Corrections and comments
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Hypoglycemia is common among hospitalized patients with diabetes mellitus (DM), and is associated with increased morbidity and mortality. Identify pre-admission risk factors associated with in-hospital hypoglycemia. Historical prospectively collected data of adult DM patients hospitalized to medical wards between 2011 and 2013. Hypoglycemia and serious hypoglycemia were defined as at least one blood glucose measurement ≤ 70 and < 54 mg/dl, respectively, during hospitalization. The primary outcome was in-hospital hypoglycemia. The cohort included 5301 patients (mean age 73 ± 13 years, 51% male), including 792 patients (15%) with hypoglycemia, among them 392 patients (7%) with serious hypoglycemia. Patients with hypoglycemia or serious hypoglycemia during hospitalization were older, compared to patients without hypoglycemia and more likely to have chronic renal failure and cerebrovascular disease. Malignancy and female gender were risk factors for hypoglycemia, but not for serious hypoglycemia, while congestive heart failure was associated with increased risk only for serious hypoglycemia. Diabetes mellitus' duration over 10 years was associated with an almost threefold increased risk for hypoglycemia, compared to DM duration less than a year. Insulin treatment and glycated hemoglobin > 9% were also more common in patients with hypoglycemia. Insulin treatment was associated with a fourfold increase in the risk for hypoglycemia among all glycated hemoglobin categories. Our results identified several risk factors for in-hospital hypoglycemia in patients with DM. These findings may lead to appropriate monitoring and early intervention to prevent hypoglycemia and to reduce morbidity and mortality associated with in-hospital hypoglycemia.
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