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Standardized Glycemic Management with a Computerized Workflow and Decision Support System for Hospitalized Patients with Type 2 Diabetes on Different Wards
Background: This study investigated the efficacy, safety, and usability of standardized glycemic management by a computerized decision support system for non-critically ill hospitalized patients with type 2 diabetes on four different wards. Materials and Methods: In this open, noncontrolled interven...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Mary Ann Liebert, Inc.
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4575539/ https://www.ncbi.nlm.nih.gov/pubmed/26355756 http://dx.doi.org/10.1089/dia.2015.0027 |
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author | Neubauer, Katharina M. Mader, Julia K. Höll, Bernhard Aberer, Felix Donsa, Klaus Augustin, Thomas Schaupp, Lukas Spat, Stephan Beck, Peter Fruhwald, Friedrich M. Schnedl, Christian Rosenkranz, Alexander R. Lumenta, David B. Kamolz, Lars-Peter Plank, Johannes Pieber, Thomas R. |
author_facet | Neubauer, Katharina M. Mader, Julia K. Höll, Bernhard Aberer, Felix Donsa, Klaus Augustin, Thomas Schaupp, Lukas Spat, Stephan Beck, Peter Fruhwald, Friedrich M. Schnedl, Christian Rosenkranz, Alexander R. Lumenta, David B. Kamolz, Lars-Peter Plank, Johannes Pieber, Thomas R. |
author_sort | Neubauer, Katharina M. |
collection | PubMed |
description | Background: This study investigated the efficacy, safety, and usability of standardized glycemic management by a computerized decision support system for non-critically ill hospitalized patients with type 2 diabetes on four different wards. Materials and Methods: In this open, noncontrolled intervention study, glycemic management of 99 patients with type 2 diabetes (62% acute admissions; 41 females; age, 67±11 years; hemoglobin A1c, 65±21 mmol/mol; body mass index, 30.4±6.5 kg/m(2)) on clinical wards (Cardiology, Endocrinology, Nephrology, Plastic Surgery) of a tertiary-care hospital was guided by GlucoTab(®) (Joanneum Research GmbH [Graz, Austria] and Medical University of Graz [Graz, Austria]), a mobile decision support system providing automated workflow support and suggestions for insulin dosing to nurses and physicians. Results: Adherence to insulin dosing suggestions was high (96.5% bolus, 96.7% basal). The primary outcome measure, percentage of blood glucose (BG) measurements in the range of 70–140 mg/dL, occurred in 50.2±22.2% of all measurements. The overall mean BG level was 154±35 mg/dL. BG measurements in the ranges of 60–70 mg/dL, 40–60 mg/dL, and <40 mg/dL occurred in 1.4%, 0.5%, and 0.0% of all measurements, respectively. A regression analysis showed that acute admission to the Cardiology Ward (+30 mg/dL) and preexisting home insulin therapy (+26 mg/dL) had the strongest impact on mean BG. Acute admission to other wards had minor effects (+4 mg/dL). Ninety-one percent of the healthcare professionals felt confident with GlucoTab, and 89% believed in its practicality and 80% in its ability to prevent medication errors. Conclusions: An efficacious, safe, and user-accepted implementation of GlucoTab was demonstrated. However, for optimized personalized patient care, further algorithm modifications are required. |
format | Online Article Text |
id | pubmed-4575539 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Mary Ann Liebert, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-45755392015-10-01 Standardized Glycemic Management with a Computerized Workflow and Decision Support System for Hospitalized Patients with Type 2 Diabetes on Different Wards Neubauer, Katharina M. Mader, Julia K. Höll, Bernhard Aberer, Felix Donsa, Klaus Augustin, Thomas Schaupp, Lukas Spat, Stephan Beck, Peter Fruhwald, Friedrich M. Schnedl, Christian Rosenkranz, Alexander R. Lumenta, David B. Kamolz, Lars-Peter Plank, Johannes Pieber, Thomas R. Diabetes Technol Ther Original Articles Background: This study investigated the efficacy, safety, and usability of standardized glycemic management by a computerized decision support system for non-critically ill hospitalized patients with type 2 diabetes on four different wards. Materials and Methods: In this open, noncontrolled intervention study, glycemic management of 99 patients with type 2 diabetes (62% acute admissions; 41 females; age, 67±11 years; hemoglobin A1c, 65±21 mmol/mol; body mass index, 30.4±6.5 kg/m(2)) on clinical wards (Cardiology, Endocrinology, Nephrology, Plastic Surgery) of a tertiary-care hospital was guided by GlucoTab(®) (Joanneum Research GmbH [Graz, Austria] and Medical University of Graz [Graz, Austria]), a mobile decision support system providing automated workflow support and suggestions for insulin dosing to nurses and physicians. Results: Adherence to insulin dosing suggestions was high (96.5% bolus, 96.7% basal). The primary outcome measure, percentage of blood glucose (BG) measurements in the range of 70–140 mg/dL, occurred in 50.2±22.2% of all measurements. The overall mean BG level was 154±35 mg/dL. BG measurements in the ranges of 60–70 mg/dL, 40–60 mg/dL, and <40 mg/dL occurred in 1.4%, 0.5%, and 0.0% of all measurements, respectively. A regression analysis showed that acute admission to the Cardiology Ward (+30 mg/dL) and preexisting home insulin therapy (+26 mg/dL) had the strongest impact on mean BG. Acute admission to other wards had minor effects (+4 mg/dL). Ninety-one percent of the healthcare professionals felt confident with GlucoTab, and 89% believed in its practicality and 80% in its ability to prevent medication errors. Conclusions: An efficacious, safe, and user-accepted implementation of GlucoTab was demonstrated. However, for optimized personalized patient care, further algorithm modifications are required. Mary Ann Liebert, Inc. 2015-10-01 /pmc/articles/PMC4575539/ /pubmed/26355756 http://dx.doi.org/10.1089/dia.2015.0027 Text en © The Author(s) 2015; Published by Mary Ann Liebert, Inc. This Open Access article is distributed under the terms of the Creative Commons Attribution Noncommercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and the source are credited. |
spellingShingle | Original Articles Neubauer, Katharina M. Mader, Julia K. Höll, Bernhard Aberer, Felix Donsa, Klaus Augustin, Thomas Schaupp, Lukas Spat, Stephan Beck, Peter Fruhwald, Friedrich M. Schnedl, Christian Rosenkranz, Alexander R. Lumenta, David B. Kamolz, Lars-Peter Plank, Johannes Pieber, Thomas R. Standardized Glycemic Management with a Computerized Workflow and Decision Support System for Hospitalized Patients with Type 2 Diabetes on Different Wards |
title | Standardized Glycemic Management with a Computerized Workflow and Decision Support System for Hospitalized Patients with Type 2 Diabetes on Different Wards |
title_full | Standardized Glycemic Management with a Computerized Workflow and Decision Support System for Hospitalized Patients with Type 2 Diabetes on Different Wards |
title_fullStr | Standardized Glycemic Management with a Computerized Workflow and Decision Support System for Hospitalized Patients with Type 2 Diabetes on Different Wards |
title_full_unstemmed | Standardized Glycemic Management with a Computerized Workflow and Decision Support System for Hospitalized Patients with Type 2 Diabetes on Different Wards |
title_short | Standardized Glycemic Management with a Computerized Workflow and Decision Support System for Hospitalized Patients with Type 2 Diabetes on Different Wards |
title_sort | standardized glycemic management with a computerized workflow and decision support system for hospitalized patients with type 2 diabetes on different wards |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4575539/ https://www.ncbi.nlm.nih.gov/pubmed/26355756 http://dx.doi.org/10.1089/dia.2015.0027 |
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