Electronic Glycemic Management System and Endocrinology Service Improve Value in Cardiac Surgery

2020 ◽  
pp. 000313482095068
Author(s):  
William Z. Chancellor ◽  
James H. Mehaffey ◽  
Robert B. Hawkins ◽  
Eric J. Charles ◽  
Curt Tribble ◽  
...  

Background Postoperative glycemic control improves cardiac surgery outcomes but insulin protocols are limited by complexity and inflexibility. We sought to evaluate the effect of implementing an electronic glycemic management system (eGMS) in conjunction with a cardiac surgery endocrinology consult service on glycemic control and outcomes after cardiac surgery. Methods All patients with a calculated preoperative risk of mortality who underwent cardiac surgery before and after implementation of an eGMS and an endocrinology consult service were identified. Glycemic control and surgical outcomes were compared using univariate analysis, and multivariate regression was used to model the risk-adjusted effects of the interventions on glycemic control, surgical outcomes, and resource utilization. The health care–related value added by the interventions was calculated by dividing risk-adjusted outcomes by total hospital costs. Results A total of 2612 patients were identified, with 1263 patients in the preimplementation cohort and 1349 in the postimplementation cohort. Multivariate regression demonstrated fewer postoperative hyperglycemic events (odds ratio [OR] 0.8, 95% CI, 0.65-0.99) after protocol implementation without an increase in hypoglycemic events (OR 0.96, 95% CI, 0.71-1.3). Average day-weighted mean glucose decreased from 144 to 138 mg/dL ( P < .001). The improved glycemic control correlated with a risk-adjusted decrease in composite morbidity or mortality (OR 0.61, 95% CI, 0.47-0.79). Although hospital costs increased after implementation, the protocol increased health care–related value by 38%. Conclusion Implementation of a protocol consisting of an eGMS paired with a cardiac surgery–specific endocrinology consult service was associated with improved glycemic control and reduced morbidity. Despite higher costs health care–related value increased as a result of eGMS implementation.

2016 ◽  
Vol 11 (1) ◽  
pp. 17-19
Author(s):  
Silvia Leitgeb ◽  
Julia K. Mader

Safety and efficacy of a nurse-directed electronic glycemic management system (eGMS) in comparison to basal-bolus subcutaneous insulin therapy managed by providers has been evaluated recently by Aloi et al. They included 993 non–critically ill patients across 9 different hospitals in a retrospective observational crossover study and compared mean blood glucose, number of hypoglycemic events <40 mg/dl and <70 mg/dl and the percentage of blood glucose in target (140-180 mg/dl) before, during and after the use of eGMS. Conclusion was that eGMS can lead to better glycemic control with less hypoglycemic events compared to provider managed basal-bolus insulin therapy (before and after eGMS). Although some limitations exist, the authors made a strong case that eGMS has positive impact on glycemic control in hospitalized patients with diabetes.


2020 ◽  
Vol 26 (2) ◽  
pp. 179-191 ◽  
Author(s):  
Yi-Jing Sheen ◽  
Chien-Chung Huang ◽  
Shih-Che Huang ◽  
Ming-De Huang ◽  
Ching-Heng Lin ◽  
...  

Objective: Better glycemic control for hospitalized diabetic patients significantly reduces health expenditures and improves disease outcomes. We developed a dynamic dashboard with a remote management system and evaluated its impact on inpatient glycemic control. Methods: This was an observational institution-wide study; study participants were enrolled from a 1,500-bed public medical center from 2016 to 2018. We evaluated the impact of a dynamic dashboard system, which analyzed and monitored all glucose data with virtual glycemic management recommendation by a team of endocrinologists, over 3 × 1-year periods: 2016 (pre-implementation), 2017 (development), and 2018 (implementation). Results: A total of 51,641 discharges with 878,159 blood glucose measurements were obtained during the 3-year period. After implementation of the dashboard system, the proportion of patients with poor glycemic control (hyperglycemia or hypoglycemia) was reduced by 31% (from 10.2 to 7.0 per day per 100 patients with glucose monitoring; P<.001); hyperglycemia decreased by 25% (from 6.1 to 4.6 per day per 100 patients with glucose monitoring; P<.001), and hypoglycemia decreased by 45% (from 4.2 to 2.3 per day per 100 patients with glucose monitoring; P<.001). Furthermore, the trend in the proportion of patients within the treat-to-target range showed significant improvement ( P<.001) during the development period, with effectiveness maintained throughout the implementation period. Conclusion: We successfully installed a dynamic, electronic medical records-based dashboard monitoring system to improve inpatient glycemic control. The system, supported by a team of endocrinologists via remote recommendations, could efficiently fill an important need for improved glycemic management among hospitalized adults. Abbreviations: CDE = certified diabetes educator; DM = diabetes mellitus; EMR = electronic medical record; POC = point-of-care; TCVGH = Taichung Veterans General Hospital; UCSF = University of California, San Francisco; U.S. = United States; vGMS = virtual glucose management service


2016 ◽  
Vol 22 ◽  
pp. 328
Author(s):  
Joseph Aloi ◽  
Jagdeesh Ullal ◽  
Paul Chidester ◽  
Amy Henderson ◽  
Robby Booth ◽  
...  

Diabetes ◽  
2019 ◽  
Vol 68 (Supplement 1) ◽  
pp. 1061-P
Author(s):  
SANJEEV N. MEHTA ◽  
DAVIDA F. KRUGER ◽  
BRUCE W. BODE ◽  
JENNIFER E. LAYNE ◽  
BONNIE DUMAIS ◽  
...  

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