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Accepted for/Published in: JMIR Human Factors

Date Submitted: Jun 13, 2021
Open Peer Review Period: Jun 13, 2021 - Aug 8, 2021
Date Accepted: Sep 11, 2021
Date Submitted to PubMed: Nov 29, 2021
(closed for review but you can still tweet)

The final, peer-reviewed published version of this preprint can be found here:

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

Mathioudakis N, Aboabdo M, Abusamaan M, Yuan C, Lewis Boyer L, Pilla S, Johnson E, Desai S, Knight A, Greene P, Golden S

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

JMIR Hum Factors 2021;8(4):e31214

DOI: 10.2196/31214

PMID: 34842544

PMCID: 8665392

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

  • Nestoras Mathioudakis; 
  • Moeen Aboabdo; 
  • Mohammed Abusamaan; 
  • Christina Yuan; 
  • LaPricia Lewis Boyer; 
  • Scott Pilla; 
  • Erica Johnson; 
  • Sanjay Desai; 
  • Amy Knight; 
  • Peter Greene; 
  • Sherita Golden

ABSTRACT

Background:

Iatrogenic hypoglycemia is a common occurrence among hospitalized patients and is associated with poor clinical outcomes and increased mortality. Clinical decision support systems could be utilized to reduce the incidence of this potentially avoidable adverse event.

Objective:

To determine the desired features and functionality of a real-time informatics alert to prevent iatrogenic hypoglycemia in the hospital setting.

Methods:

Using the Agency for Healthcare Research and Quality (AHRQ) 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 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 (i.e. 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 two focus group sessions (6 providers per session). Respondents universally agreed/strongly agreed that inpatient iatrogenic hypoglycemia is an important problem that could be addressed with an informatics alert. Stakeholders expressed preference for an alert that is non-intrusive, 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 we identified from 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 high risk of treatment-related hypoglycemia.


 Citation

Please cite as:

Mathioudakis N, Aboabdo M, Abusamaan M, Yuan C, Lewis Boyer L, Pilla S, Johnson E, Desai S, Knight A, Greene P, Golden S

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

JMIR Hum Factors 2021;8(4):e31214

DOI: 10.2196/31214

PMID: 34842544

PMCID: 8665392

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