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Stakeholder Perspectives on an Inpatient Hypoglycemia Informatics Alert: Mixed Methods Study

BACKGROUND: Iatrogenic hypoglycemia is a common occurrence among hospitalized patients and is associated with poor clinical outcomes and increased mortality. Clinical decision support systems can be used to reduce the incidence of this potentially avoidable adverse event. OBJECTIVE: This study aims...

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Autores principales: Mathioudakis, Nestoras, Aboabdo, Moeen, Abusamaan, Mohammed S, Yuan, Christina, Lewis Boyer, LaPricia, Pilla, Scott J, Johnson, Erica, Desai, Sanjay, Knight, Amy, Greene, Peter, Golden, Sherita H
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8665392/
https://www.ncbi.nlm.nih.gov/pubmed/34842544
http://dx.doi.org/10.2196/31214
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author Mathioudakis, Nestoras
Aboabdo, Moeen
Abusamaan, Mohammed S
Yuan, Christina
Lewis Boyer, LaPricia
Pilla, Scott J
Johnson, Erica
Desai, Sanjay
Knight, Amy
Greene, Peter
Golden, Sherita H
author_facet Mathioudakis, Nestoras
Aboabdo, Moeen
Abusamaan, Mohammed S
Yuan, Christina
Lewis Boyer, LaPricia
Pilla, Scott J
Johnson, Erica
Desai, Sanjay
Knight, Amy
Greene, Peter
Golden, Sherita H
author_sort Mathioudakis, Nestoras
collection PubMed
description BACKGROUND: Iatrogenic hypoglycemia is a common occurrence among hospitalized patients and is associated with poor clinical outcomes and increased mortality. Clinical decision support systems can be used to reduce the incidence of this potentially avoidable adverse event. OBJECTIVE: This study aims to determine the desired features and functionality of a real-time informatics alert to prevent iatrogenic hypoglycemia in a hospital setting. METHODS: Using the Agency for Healthcare Research and Quality Five Rights of Effective Clinical Decision Support Framework, we conducted a mixed methods study using an electronic survey and focus group sessions of hospital-based providers. The goal was to elicit stakeholder input to inform the future development of a real-time informatics alert to target iatrogenic hypoglycemia. In addition to perceptions about the importance of the problem and existing barriers, we sought input regarding the content, format, channel, timing, and recipient for the alert (ie, the Five Rights). Thematic analysis of focus group sessions was conducted using deductive and inductive approaches. RESULTS: A 21-item electronic survey was completed by 102 inpatient-based providers, followed by 2 focus group sessions (6 providers per session). Respondents universally agreed or strongly agreed that inpatient iatrogenic hypoglycemia is an important problem that can be addressed with an informatics alert. Stakeholders expressed a preference for an alert that is nonintrusive, accurate, communicated in near real time to the ordering provider, and provides actionable treatment recommendations. Several electronic medical record tools, including alert indicators in the patient header, glucose management report, and laboratory results section, were deemed acceptable formats for consideration. Concerns regarding alert fatigue were prevalent among both survey respondents and focus group participants. CONCLUSIONS: The design preferences identified in this study will provide the framework needed for an informatics team to develop a prototype alert for pilot testing and evaluation. This alert will help meet the needs of hospital-based clinicians caring for patients with diabetes who are at a high risk of treatment-related hypoglycemia.
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spelling pubmed-86653922022-01-05 Stakeholder Perspectives on an Inpatient Hypoglycemia Informatics Alert: Mixed Methods Study Mathioudakis, Nestoras Aboabdo, Moeen Abusamaan, Mohammed S Yuan, Christina Lewis Boyer, LaPricia Pilla, Scott J Johnson, Erica Desai, Sanjay Knight, Amy Greene, Peter Golden, Sherita H JMIR Hum Factors Original Paper BACKGROUND: Iatrogenic hypoglycemia is a common occurrence among hospitalized patients and is associated with poor clinical outcomes and increased mortality. Clinical decision support systems can be used to reduce the incidence of this potentially avoidable adverse event. OBJECTIVE: This study aims to determine the desired features and functionality of a real-time informatics alert to prevent iatrogenic hypoglycemia in a hospital setting. METHODS: Using the Agency for Healthcare Research and Quality Five Rights of Effective Clinical Decision Support Framework, we conducted a mixed methods study using an electronic survey and focus group sessions of hospital-based providers. The goal was to elicit stakeholder input to inform the future development of a real-time informatics alert to target iatrogenic hypoglycemia. In addition to perceptions about the importance of the problem and existing barriers, we sought input regarding the content, format, channel, timing, and recipient for the alert (ie, the Five Rights). Thematic analysis of focus group sessions was conducted using deductive and inductive approaches. RESULTS: A 21-item electronic survey was completed by 102 inpatient-based providers, followed by 2 focus group sessions (6 providers per session). Respondents universally agreed or strongly agreed that inpatient iatrogenic hypoglycemia is an important problem that can be addressed with an informatics alert. Stakeholders expressed a preference for an alert that is nonintrusive, accurate, communicated in near real time to the ordering provider, and provides actionable treatment recommendations. Several electronic medical record tools, including alert indicators in the patient header, glucose management report, and laboratory results section, were deemed acceptable formats for consideration. Concerns regarding alert fatigue were prevalent among both survey respondents and focus group participants. CONCLUSIONS: The design preferences identified in this study will provide the framework needed for an informatics team to develop a prototype alert for pilot testing and evaluation. This alert will help meet the needs of hospital-based clinicians caring for patients with diabetes who are at a high risk of treatment-related hypoglycemia. JMIR Publications 2021-11-26 /pmc/articles/PMC8665392/ /pubmed/34842544 http://dx.doi.org/10.2196/31214 Text en ©Nestoras Mathioudakis, Moeen Aboabdo, Mohammed S Abusamaan, Christina Yuan, LaPricia Lewis Boyer, Scott J Pilla, Erica Johnson, Sanjay Desai, Amy Knight, Peter Greene, Sherita H Golden. Originally published in JMIR Human Factors (https://humanfactors.jmir.org), 26.11.2021. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Human Factors, is properly cited. The complete bibliographic information, a link to the original publication on https://humanfactors.jmir.org, as well as this copyright and license information must be included.
spellingShingle Original Paper
Mathioudakis, Nestoras
Aboabdo, Moeen
Abusamaan, Mohammed S
Yuan, Christina
Lewis Boyer, LaPricia
Pilla, Scott J
Johnson, Erica
Desai, Sanjay
Knight, Amy
Greene, Peter
Golden, Sherita H
Stakeholder Perspectives on an Inpatient Hypoglycemia Informatics Alert: Mixed Methods Study
title Stakeholder Perspectives on an Inpatient Hypoglycemia Informatics Alert: Mixed Methods Study
title_full Stakeholder Perspectives on an Inpatient Hypoglycemia Informatics Alert: Mixed Methods Study
title_fullStr Stakeholder Perspectives on an Inpatient Hypoglycemia Informatics Alert: Mixed Methods Study
title_full_unstemmed Stakeholder Perspectives on an Inpatient Hypoglycemia Informatics Alert: Mixed Methods Study
title_short Stakeholder Perspectives on an Inpatient Hypoglycemia Informatics Alert: Mixed Methods Study
title_sort stakeholder perspectives on an inpatient hypoglycemia informatics alert: mixed methods study
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8665392/
https://www.ncbi.nlm.nih.gov/pubmed/34842544
http://dx.doi.org/10.2196/31214
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