ReviewHeliyon2020
The risk factors of inpatient hypoglycemia: A systematic review.
Review in Heliyon, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
28 citing papers in PubMed, 1 synthesis or guideline pooled it, 76 citations in OpenAlex.
- Sex differences in glycemic outcomes: a systematic review and meta-analysis of diabetes treatments.BMJ open diabetes research & care · 2026Pooled it
- An international position statement on practical approaches for inpatient continuous glucose monitoring, insulin pumps and automated insulin delivery systems in adults.Diabetologia · 2026Article
- Time delays between fingerstick glucose measurements and correctional insulin administration in the hospital: do they really matter?Diabetologia · 2026Observational
- Development and prospective evaluation of a real-time deep learning model for inpatient hypoglycemia prediction.NPJ digital medicine · 2026Article
- Risk factors for hypoglycemia in hospitalized patients with diabetes: a retrospective analysis of electronic medical record data.Frontiers in pharmacology · 2026Article
- 16. Diabetes Care in the Hospital: Standards of Care in Diabetes-2026.Diabetes care · 2026Review
- Comparison of logistic regression and artificial neural network models for predicting hypoglycemia in non-ICU inpatients with diabetes.BMC endocrine disorders · 2025Article
- Risk factors and mortality associated with severe spontaneous hypoglycemia in hospitalized patients: a retrospective cohort study.Journal of diabetes and metabolic disorders · 2025Article
- Construction and validation of a hypoglycemia risk prediction model for hospitalized type 2 diabetes patients based on machine learning.BMC endocrine disorders · 2025Article
- Data-driven discovery of medication effects on blood glucose from electronic health records.Patterns (New York, N.Y.) · 2025Article
- Development and validation of a novel nomogram incorporating psychosocial factors for predicting hypoglycemia during perioperative period of digestive endoscopy (DREAM-Hypo Model).BMC gastroenterology · 2025Observational
- Is once-weekly insulin a viable alternative for type 2 diabetes? A meta-analysis of randomized controlled trials.Diabetology international · 2025Article
- In-Hospital Management of Hyperglycemia: The Role of Insulin Degludec.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2025Review
- Flash Glucose Monitoring for Predicting Cardiogenic Shock Occurrence in Critically Ill Patients: A Retrospective Pilot Study.Diagnostics (Basel, Switzerland) · 2025Article
- Machine learning-based prediction of hypoglycemia severity in hospitalized diabetic patients.Frontiers in endocrinology · 2025Article
- Prognostic value of elevated postoperative high-sensitivity troponin T in diabetes mellitus patients for ischemic events within 12 months after PCI in ACS patients: a retrospective cohort study.Frontiers in cardiovascular medicine · 2025Article
- Investigation of Severe Hypoglycemia Risk Among Patients with Diabetes Treated with Ultra-Rapid Lispro in Japan.Advances in therapy · 2025Observational
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- Medications that Regulate Gastrointestinal Transit Influence Inpatient Blood Glucose.medRxiv : the preprint server for health sciences · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Hypoglycemia is an important and harmful complication of Diabetes Mellitus (DM) that often occurs in inpatient or outpatient settings. Hypoglycemia can be divided into two types, i.e. primary hypoglycemia when hypoglycemia is the main diagnosis for admission, whereas secondary hypoglycemia if hypoglycemia occurs during hospitalization. Hypoglycemia during hospitalization or secondary hypoglycemia may arise from various risk factors, such as advanced age, comorbid diseases, type of diabetes, previous history of hypoglycemia, body mass index, hyperglycemia therapy given, as well as other risk factors such as inadequate glucose monitoring, unclear or unreadable physician instructions, limited health personnel, limited facilities, prolonged fasting and incompatibility of nutritional intake and therapy administered. Hypoglycemia can lead to medical and non-medical impacts, such as increased mortality, cardiovascular disorders, cerebrovascular disorders, and increased health care costs and length of stay. The incidence of inpatient hypoglycemia can actually be prevented by controlling modifiable risk factors and also giving education about hypoglycemia to patients and health workers. We performed a literature research in Pubmed, EBSCOhost, and Scopus to review the possible risk factors for inpatient hypoglycemia. Eleven studies were retrieved. We presented the result of these studies as well as a brief overview of the epidemiology, pathophysiology, impact and preventive strategy.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.