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Poppy A, Retamal-Munoz C, Cree-Green M, Wood C, Davis S, Clements SA, Majidi S, Steck AK, Alonso GT, Chambers C, Rewers A. Reduction of Insulin Related Preventable Severe Hypoglycemic Events in Hospitalized Children. Pediatrics 2016; 138:peds.2015-1404. [PMID: 27317577 PMCID: PMC5901907 DOI: 10.1542/peds.2015-1404] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/19/2016] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE Insulin is a commonly used, high-risk medication in the inpatient setting. Incorrect insulin administration can lead to preventable hypoglycemic events, which are a significant morbidity in inpatient diabetes care. The goal of this intervention was to decrease preventable insulin-related hypoglycemic events in an inpatient setting in a tertiary care pediatric hospital. METHODS Methods included the institution of several interventions such as nursing and physician education, electronic medical record order sets, electronic communication note templates, and the development of new care guidelines. RESULTS After the institution of multiple interventions, the rate of preventable hypoglycemic events decreased from 1.4 preventable events per 100 insulin days to 0.4 preventable events per 100 insulin days. CONCLUSIONS Through the use of a multi-interventional approach with oversight of a multidisciplinary insulin safety committee, a sustained decreased rate of severe preventable hypoglycemic events in hospitalized pediatric patients receiving insulin was achieved.
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Affiliation(s)
- Amy Poppy
- Quality and Patient Safety, Children's Hospital Colorado, Aurora, Colorado;
| | | | - Melanie Cree-Green
- Division of Endocrinology,,Barbara Davis Center for Childhood Diabetes, and
| | - Colleen Wood
- Division of Endocrinology,,Barbara Davis Center for Childhood Diabetes, and
| | - Shanlee Davis
- Division of Endocrinology,,Barbara Davis Center for Childhood Diabetes, and
| | - Scott A. Clements
- Division of Endocrinology,,Barbara Davis Center for Childhood Diabetes, and,Division of Endocrinology, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, Utah
| | - Shideh Majidi
- Division of Endocrinology,,Barbara Davis Center for Childhood Diabetes, and
| | - Andrea K. Steck
- Division of Endocrinology,,Barbara Davis Center for Childhood Diabetes, and
| | - G. Todd Alonso
- Division of Endocrinology,,Barbara Davis Center for Childhood Diabetes, and
| | - Christina Chambers
- Division of Endocrinology,,Barbara Davis Center for Childhood Diabetes, and
| | - Arleta Rewers
- Section of Emergency Medicine, Department of Pediatrics, University of Colorado Anschutz, Aurora, Colorado; and
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Higgs M, Fernandez R. The effect of insulin therapy algorithms on blood glucose levels in patients following cardiac surgery: a systematic review. ACTA ACUST UNITED AC 2015. [DOI: 10.11124/01938924-201513050-00013] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
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Forlenza GP, Chinnakotla S, Schwarzenberg SJ, Cook M, Radosevich DM, Manchester C, Gupta S, Nathan B, Bellin MD. Near-euglycemia can be achieved safely in pediatric total pancreatectomy islet autotransplant recipients using an adapted intravenous insulin infusion protocol. Diabetes Technol Ther 2014; 16:706-13. [PMID: 25068208 PMCID: PMC4201245 DOI: 10.1089/dia.2014.0061] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Children with severe chronic pancreatitis may undergo total pancreatectomy with islet autotransplantation (TPIAT) to relieve pain while minimizing the risk of postsurgical diabetes. Because overstimulation of transplanted islets by hyperglycemia can result in β-cell loss, we developed a specialized intravenous insulin infusion protocol (IIP) for pediatric TPIAT recipients to maintain euglycemia or near-euglycemia posttransplant. SUBJECTS AND METHODS Our objective was to review glucose control using an IIP specific for TPIAT recipients at a single institution. We reviewed postoperative blood glucose (BG) levels for 32 children 4-18 years old with chronic pancreatitis who underwent TPIAT between July 2011 and June 2013. We analyzed the proportion of BG values in the range of 70-140 mg/dL, mean glucose, glucose variability, and occurrence of hypoglycemia during the IIP; we also evaluated the transition to subcutaneous therapy (first 72 h with multiple daily injections [MDI]). RESULTS During IIP, the mean patient BG level was 116±27 mg/dL, with 83.1% of all values in the range of 70-140 mg/dL. Hypoglycemia was rare, with only 2.5% of values <70 mg/dL. The more recent era (n=16) had a lower mean BG and less variability than the early era (first 16 patients) (P≤0.004). Mean glucose level (116 vs. 128 mg/dL) and glucose variability were significantly lower during the IIP compared with MDI therapy (P<0.0001). CONCLUSIONS Tight glycemic control without excessive severe hypoglycemia was achieved in children undergoing TPIAT using an IIP specifically designed for this population; the ability to maintain BG in target range improved with experience with the protocol.
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Affiliation(s)
- Gregory P. Forlenza
- Department of Pediatrics, University of Minnesota Medical Center and Amplatz Children's Hospital, Minneapolis, Minnesota
| | - Srinath Chinnakotla
- Department of Surgery, University of Minnesota Medical Center and Amplatz Children's Hospital, Minneapolis, Minnesota
| | - Sarah J. Schwarzenberg
- Department of Pediatrics, University of Minnesota Medical Center and Amplatz Children's Hospital, Minneapolis, Minnesota
| | - Marie Cook
- Department of Surgery, University of Minnesota Medical Center and Amplatz Children's Hospital, Minneapolis, Minnesota
| | - David M. Radosevich
- Department of Surgery, University of Minnesota Medical Center and Amplatz Children's Hospital, Minneapolis, Minnesota
| | | | - Sameer Gupta
- Department of Pediatrics, University of Minnesota Medical Center and Amplatz Children's Hospital, Minneapolis, Minnesota
| | - Brandon Nathan
- Department of Pediatrics, University of Minnesota Medical Center and Amplatz Children's Hospital, Minneapolis, Minnesota
| | - Melena D. Bellin
- Department of Pediatrics, University of Minnesota Medical Center and Amplatz Children's Hospital, Minneapolis, Minnesota
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Maynard G, Schnipper JL, Messler J, Ramos P, Kulasa K, Nolan A, Rogers K. Design and implementation of a web-based reporting and benchmarking center for inpatient glucometrics. J Diabetes Sci Technol 2014; 8:630-40. [PMID: 24876426 PMCID: PMC4764218 DOI: 10.1177/1932296814532237] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Insulin is a top source of adverse drug events in the hospital, and glycemic control is a focus of improvement efforts across the country. Yet, the majority of hospitals have no data to gauge their performance on glycemic control, hypoglycemia rates, or hypoglycemic management. Current tools to outsource glucometrics reports are limited in availability or function. Society of Hospital Medicine (SHM) faculty designed and implemented a web-based data and reporting center that calculates glucometrics on blood glucose data files securely uploaded by users. Unit labels, care type (critical care, non-critical care), and unit type (eg, medical, surgical, mixed, pediatrics) are defined on upload allowing for robust, flexible reporting. Reports for any date range, care type, unit type, or any combination of units are available on demand for review or downloading into a variety of file formats. Four reports with supporting graphics depict glycemic control, hypoglycemia, and hypoglycemia management by patient day or patient stay. Benchmarking and performance ranking reports are generated periodically for all hospitals in the database. In all, 76 hospitals have uploaded at least 12 months of data for non-critical care areas and 67 sites have uploaded critical care data. Critical care benchmarking reveals wide variability in performance. Some hospitals achieve top quartile performance in both glycemic control and hypoglycemia parameters. This new web-based glucometrics data and reporting tool allows hospitals to track their performance with a flexible reporting system, and provides them with external benchmarking. Tools like this help to establish standardized glucometrics and performance standards.
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Affiliation(s)
- Greg Maynard
- Department of Medicine, Division of Hospital Medicine, University of California, San Diego School of Medicine, San Diego, CA, USA
| | | | - Jordan Messler
- Morton Plant Hospital, Incompass Health, Clearwater, FL, USA
| | - Pedro Ramos
- University of California, San Diego, San Diego, CA, USA
| | - Kristen Kulasa
- Department of Endocrinology, Diabetes and Metabolism, University of California, San Diego School of Medicine, San Diego, CA, USA
| | - Ann Nolan
- Society of Hospital Medicine, Philadelphia, PA, USA
| | - Kendall Rogers
- University of New Mexico Health Sciences Center, Albuquerque, NM, USA
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Mabrey ME, McFarland R, Young SL, Cooper PL, Chidester P, Rhinehart AS. Effectively identifying the inpatient with hyperglycemia to increase patient care and lower costs. Hosp Pract (1995) 2014; 42:7-13. [PMID: 24769779 DOI: 10.3810/hp.2014.04.1098] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Recent years have seen an increased focus on merging quality care and financial results. This focus not only extends to the inpatient setting but also is of major importance in assuring effective transitions of care from hospital to home. Inducements to meld the 2 factors include tying payment to quality standards, investing in patient safety, and offering new incentives for providers who deliver high-quality and coordinated care. Once seen as the purview of primary care or specific surgical screening programs, identification of patients with hyperglycemia or undiagnosed diabetes mellitus now presents providers with opportunities to improve care. Part of the new focus will need to address the length of stay for patients with diabetes mellitus. These patients are proven to require longer hospital stays regardless of the admission diagnosis. With reducing length of stay as a major objective, efficiency combined with improved quality is the desired outcome. Even with the mounting evidence supporting the benefits of improving glycemic control in the hospital setting, institutions continue to struggle with inpatient glycemic control. Multiple national groups have provided recommendations for blood glucose assessment and glycated hemoglobin testing. This article identifies the key benefits in identifying patients with hyperglycemia and reviews possible ways to identify, monitor, and treat this potential problem area and thereby increase the level of patient care and cost-effectiveness.
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Affiliation(s)
- Melanie E Mabrey
- Assistant Professor, Duke University School of Nursing; Division of Endocrinology, Duke University School of Medicine, Durham, NC.
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Najarian J, Bartman K, Kaszuba J, Lynch CM. Improving glycemic control in the acute care setting through nurse education. JOURNAL OF VASCULAR NURSING 2013; 31:150-7. [PMID: 24238097 DOI: 10.1016/j.jvn.2013.04.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2013] [Revised: 04/28/2013] [Accepted: 04/29/2013] [Indexed: 01/04/2023]
Abstract
Patients with a primary or secondary diagnosis of diabetes present unique challenges during an inpatient hospital stay to treat an acute or chronic illness. Upon review of current hospital practice, an interprofessional team embarked on a performance improvement project to improve outcomes for the complex medical-surgical diabetic patient. The methods detailed herein--a comprehensive education plan, preceptorship and peer accountability, active engagement and support by the unit nursing leadership team, and interprofessional collaboration--offer strategies any organization can implement to positively impact diabetes care.
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Affiliation(s)
- Joyce Najarian
- Inpatient Diabetes Program Coordinator, Helwig Diabetes Center/Department of Medicine, Allentown, Pennsylvania.
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Olinghouse C. Development of a computerized intravenous insulin application (AutoCal) at Kaiser Permanente Northwest, integrated into Kaiser Permanente HealthConnect: impact on safety and nursing workload. Perm J 2013; 16:67-70. [PMID: 23012605 DOI: 10.7812/tpp/12.959] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
CONTEXT The electronic medical record, HealthConnect, at the Kaiser Sunnyside Medical Center in the Northwest used scanned paper protocols for intravenous insulin administration. A chart review of 15 patients on intravenous insulin therapy using state-of-the-art paper-based column protocols revealed 40% deviation from the protocol. A time study of experienced nurses computing the insulin dose revealed an average of 2 minutes per calculation per hour to complete. OBJECTIVE To improve patient safety and to reduce nursing workload burden with a computerized intravenous insulin calculator application connected to HealthConnect. SOLUTION Using Kaiser iLab developers through innovation funding, a computerized protocol was developed and integrated into HealthConnect, with a computerized tracking system used to store and to analyze intravenous insulin data. OUTCOME A review of 35 patient charts using computerized insulin infusion tool indicated 100% accuracy in computations with a reduction of nursing workload from 2 minutes to 30 seconds per calculation. CONCLUSION Development and operationalizing an integrated intravenous insulin calculator into HealthConnect was successfully completed at the Kaiser Sunnyside Medical Center, with 97% nursing satisfaction scores and a promise to generate data on intravenous insulin therapy to refine the protocol.
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Wei NJ, Wexler DJ. Perioperative Glucose Management. HOSPITAL MEDICINE CLINICS 2012; 1:e508-e519. [PMID: 23275895 PMCID: PMC3529936 DOI: 10.1016/j.ehmc.2012.05.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
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Maynard GA, Budnitz TL, Nickel WK, Greenwald JL, Kerr KM, Miller JA, Resnic JN, Rogers KM, Schnipper JL, Stein JM, Whitcomb WF, Williams MV. 2011 John M. Eisenberg Patient Safety and Quality Awards. Mentored implementation: building leaders and achieving results through a collaborative improvement model. Innovation in patient safety and quality at the national level. Jt Comm J Qual Patient Saf 2012; 38:301-10. [PMID: 22852190 DOI: 10.1016/s1553-7250(12)38040-9] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
BACKGROUND The Society of Hospital Medicine (SHM) created "Mentored Implementation" (MI) programs with the dual aims of educating and mentoring hospitalists and their quality improvement (QI) teams and accelerating improvement in the inpatient setting in three signature programs: Venous Thromboembolism (VTE) Prevention, Glycemic Control, and Project BOOST (Better Outcomes for Older adults through Safe Transitions). METHODS More than 300 hospital improvement teams were enrolled in SHM MI programs in a series of cohorts. Hospitalist mentors worked with individual hospitals/health systems to guide local teams through the life cycle of a QI project. Implementation Guides and comprehensive Web-based "Resource Rooms," as well as the mentor's own experience, provided best-practice definitions, practical implementation tips, measurement strategies, and other tools. E-mail interactions and mentoring were augmented by regularly scheduled teleconferences; group webinars; and, in some instances, a site visit. Performance was tracked in a centralized data tracking center. RESULTS Preliminary data on all three MI programs show significant improvement in patient outcomes, as well as enhancements of communication and leadership skills of the hospitalists and their QI teams. CONCLUSIONS Although objective data on outcomes and process measures for the MI program's efficacy remain preliminary at this time, the maturing data tracking system, multiple awards, and early results indicate that the MI programs are successful in providing QI training and accelerating improvement efforts.
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Affiliation(s)
- Gregory A Maynard
- Division of Hospital Medicine, University of California, San Diego, USA.
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Wesorick D. Assessing and Managing Endocrine Disorders. Perioper Med (Lond) 2012. [DOI: 10.1002/9781118375372.ch11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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Kauffmann RM, Hayes RM, Jenkins JM, Norris PR, Diaz JJ, May AK, Collier BR. Provision of balanced nutrition protects against hypoglycemia in the critically ill surgical patient. JPEN J Parenter Enteral Nutr 2011; 35:686-94. [PMID: 21750207 DOI: 10.1177/0148607111413904] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
BACKGROUND Intensive insulin therapy lowers blood glucose and improves outcomes but increases the risk of hypoglycemia. Typically, insulin protocols require a dextrose solution to prevent hypoglycemia. The authors hypothesized that the provision of balanced nutrition (enteral nutrition [EN] or parenteral nutrition [PN]) would be more protective against hypoglycemia (≤50 mg/dL) than carbohydrate alone. METHODS A retrospective analysis was performed of patients treated with intensive insulin therapy and surviving ≥24 hours. The computer-based insulin protocol requires infusion of D10W at 30 mL/h if EN or PN is not provided. Nutrition provision was assessed in 2-hour increments, comparing periods of blood glucose control with and without balanced nutrition. The risk of hypoglycemia for each blood glucose measurement was estimated by multivariable regression. RESULTS In total, 66,592 glucose measurements were collected on 1392 patients. Hypoglycemic events occurred in 5.8/1000 glucose tests after 2 hours without balanced nutrition compared to 2.2/1000 tests when balanced nutrition was given in the preceding 2 hours. In multivariable regression models, balanced nutrition was the strongest protective factor against hypoglycemia. Patients who did not receive balanced nutrition in the preceding 2 hours had a 3 times increase in the odds of a hypoglycemic event at their next glucose check (odds ratio = 3.6, P < .001). Providing carbohydrate alone was not protective. CONCLUSIONS Balanced nutrition is associated with reduced risk of hypoglycemia. These results suggest that balanced nutrition should be given when insulin therapy is initiated. Future studies should evaluate the efficacy of EN vs PN in preventing hypoglycemia.
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Affiliation(s)
- Rondi M Kauffmann
- Division of Trauma and Surgical Critical Care, Department of Surgery, Vanderbilt University Medical Center, Nashville, Tennessee 37212, USA.
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Braithwaite SS, Magee M, Sharretts JM, Schnipper JL, Amin A, Maynard G. The case for supporting inpatient glycemic control programs now: the evidence and beyond. J Hosp Med 2008; 3:6-16. [PMID: 18951385 DOI: 10.1002/jhm.350] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Affiliation(s)
- Susan S Braithwaite
- Department of Medicine, University of North Carolina-Chapel Hill, North Carolina 27599, USA.
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Maynard G, Wesorick DH, O'Malley C, Inzucchi SE. Subcutaneous insulin order sets and protocols: effective design and implementation strategies. J Hosp Med 2008; 3:29-41. [PMID: 18951386 DOI: 10.1002/jhm.354] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Greg Maynard
- Division of Hospital Medicine, University of California San Diego, San Diego, California 92103-8485, USA.
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