TY - JOUR
T1 - Stakeholder perspectives on an inpatient hypoglycemia informatics alert
T2 - Mixed methods study
AU - Mathioudakis, Nestoras
AU - Aboabdo, Moeen
AU - Abusamaan, Mohammed S.
AU - Yuan, Christina
AU - Boyer, La Pricia Lewis
AU - Pilla, Scott J.
AU - Johnson, Erica
AU - Desai, Sanjay
AU - Knight, Amy
AU - Greene, Peter
AU - Golden, Sherita H.
N1 - Funding Information:
NM and MSA made significant contributions to the conception and design of the study, conducting interview sessions, statistical analysis, and interpretation of the results. NM, MA, MSA, and CY drafted the manuscript. LLB led to interview sessions. SG contributed to the study concept, design, and critical revision of the manuscript. All authors reviewed and edited the manuscript. NM and MSA were supported by a grant #K23DK111986 from the National Institute for Diabetes and Digestive and Kidney Diseases.
Publisher Copyright:
© 2021 JMIR Human Factors. All rights reserved.
PY - 2021/10
Y1 - 2021/10
N2 - 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.
AB - 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.
KW - Clinical decision support
KW - Hospital
KW - Hypoglycemia
KW - Informatics alert
KW - Inpatient
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U2 - 10.2196/31214
DO - 10.2196/31214
M3 - Article
C2 - 34842544
AN - SCOPUS:85120170827
SN - 2292-9495
VL - 8
JO - JMIR Human Factors
JF - JMIR Human Factors
IS - 4
M1 - e31214
ER -