Evaluating the Clinical Utility of the Glycemia Risk Index.

IF 3.7 Q2 ENDOCRINOLOGY & METABOLISM
Agatha F Scheideman, Mandy M Shao, Yijiong Yang, David C Klonoff, Jane Jeffrie Seley, Neesha Ramchandani, David T Ahn, Ralph Oiknine, Jing Wang
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引用次数: 0

Abstract

Background: The Glycemia Risk Index (GRI) is a composite score designed to simplify continuous glucose monitoring (CGM) interpretation by quantifying risks associated with hypoglycemia, hyperglycemia, and glucose variability in a single number. Although proposed as a decision-support tool, its clinical utility has not been well studied yet.

Objective: To evaluate how Diabetes Care and Education Specialists (DCESs) and other health care professionals (HCPs) perceive the GRI and its usefulness in clinical practice, and to assess its perceived advantages, limitations, and potential for integration into the care of individuals with diabetes.

Methods: In this observational study, 28 DCESs and other HCPs participated in a virtual educational session about the GRI and then completed an online survey. The survey collected demographic information, preferences for using GRI versus the Ambulatory Glucose Profile (AGP) to evaluate glycemic management, and feedback on the GRI's usefulness. Open-ended qualitative responses were rated independently by investigators on a 5-point Likert scale (1-5, with 1 being least positive/most negative and 5 being most positive/least negative) and analyzed thematically.

Results: Most participants preferred using the GRI alongside the AGP rather than either tool alone. When tracking individual progress over time, 50% preferred using both tools, while 39% preferred the GRI alone, and 11% preferred the AGP alone. The majority (75%) were willing to integrate the GRI into their clinical workflows. Participants rated the GRI highly for its advantages (4.57 ± 0.84) and usefulness for primary care practitioners (4.5 ± 0.96) and diabetes specialists (4.18 ± 1.28), while concerns about disadvantages were moderate (3.04 ± 1.20). Participants discussed in free-text four themes, including how GRI (1) simplifies data, (2) helps clinical decision support, (3) promotes better understanding of CGM data, and (4) needs wider dissemination.

Conclusions: The GRI is perceived as a valuable complement to traditional CGM reports, particularly in facilitating quick clinical assessments and furthering diabetes care and education. While enthusiasm for broader integration is high, barriers such as lack of standardization, limited guideline adoption, and HCP training must be addressed to support its clinical uptake. Future work should assess the GRI's impact on clinical outcomes and explore implementation strategies.

评价血糖危险指数的临床应用。
背景:血糖风险指数(GRI)是一种综合评分,旨在通过量化与低血糖、高血糖和葡萄糖变异性相关的风险,简化连续血糖监测(CGM)的解释。虽然作为一种决策支持工具被提出,但其临床应用尚未得到很好的研究。目的:评估糖尿病护理和教育专家(DCESs)和其他卫生保健专业人员(HCPs)如何看待GRI及其在临床实践中的有用性,并评估其感知的优势、局限性和整合到糖尿病患者护理中的潜力。方法:在这项观察性研究中,28名DCESs和其他HCPs参加了一个关于GRI的虚拟教育会议,然后完成了一项在线调查。该调查收集了人口统计信息,使用GRI与动态血糖谱(AGP)评估血糖管理的偏好,以及对GRI有用性的反馈。开放式定性回答由调查人员独立评定5分李克特量表(1-5,1为最不积极/最消极,5为最积极/最不消极),并进行主题分析。结果:大多数参与者更喜欢使用GRI和AGP,而不是单独使用任何一种工具。当跟踪个人进展时,50%的人更喜欢同时使用这两种工具,而39%的人更喜欢单独使用GRI, 11%的人更喜欢单独使用AGP。大多数(75%)愿意将GRI整合到他们的临床工作流程中。参与者高度评价GRI的优点(4.57±0.84),对初级保健医生(4.5±0.96)和糖尿病专家(4.18±1.28)的有用性,而对缺点的关注是中等的(3.04±1.20)。与会者在自由文本中讨论了四个主题,包括GRI如何(1)简化数据,(2)帮助临床决策支持,(3)促进更好地理解CGM数据,以及(4)需要更广泛的传播。结论:GRI被认为是对传统CGM报告的宝贵补充,特别是在促进快速临床评估和进一步糖尿病护理和教育方面。虽然对更广泛整合的热情很高,但必须解决缺乏标准化、指南采用有限和HCP培训等障碍,以支持其临床应用。未来的工作应该评估GRI对临床结果的影响,并探索实施策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Diabetes Science and Technology
Journal of Diabetes Science and Technology Medicine-Internal Medicine
CiteScore
7.50
自引率
12.00%
发文量
148
期刊介绍: The Journal of Diabetes Science and Technology (JDST) is a bi-monthly, peer-reviewed scientific journal published by the Diabetes Technology Society. JDST covers scientific and clinical aspects of diabetes technology including glucose monitoring, insulin and metabolic peptide delivery, the artificial pancreas, digital health, precision medicine, social media, cybersecurity, software for modeling, physiologic monitoring, technology for managing obesity, and diagnostic tests of glycation. The journal also covers the development and use of mobile applications and wireless communication, as well as bioengineered tools such as MEMS, new biomaterials, and nanotechnology to develop new sensors. Articles in JDST cover both basic research and clinical applications of technologies being developed to help people with diabetes.
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