Electronic Dashboard to Improve Outcomes in Pediatric Patients With Type 1 Diabetes Mellitus.

IF 4.1 Q2 ENDOCRINOLOGY & METABOLISM Journal of Diabetes Science and Technology Pub Date : 2024-09-01 Epub Date: 2023-04-07 DOI:10.1177/19322968231159401
Lily Sandblom, Chirag Kapadia, Vinay Vaidya, Melissa Chambers, Rob Gonsalves, Lea Ann Holzmeister, Fran Hoekstra, Stewart Goldman
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Abstract

Background and objectives: Incidence of type 1 diabetes mellitus (T1DM) is increasing, and these patients often have poor glycemic control. Electronic dashboards summating patient data have been shown to improve patient outcomes in other conditions. In addition, educating patients on T1DM has shown to improve glycated hemoglobin (A1C) levels. We hypothesized that using data from the electronic dashboard to monitor defined diabetes management activities to implement population-based interventions would improve patient outcomes.

Methods: Inclusion criteria included patients aged 0 to 18 years at Phoenix Children's Hospital with T1DM. Patient data were collected via the electronic dashboard, and both diabetes management activities (A1C, patient admissions, and visits to the emergency department) and patient outcomes (patient education, appointment compliance, follow-up after hospital admission) were analyzed.

Results: This study revealed that following implementation of the electronic dashboard, the percentage of patients receiving appropriate education increased from 48% to 80% (Z-score = 23.55, P < .0001), the percentage of patients attending the appropriate number of appointments increased from 50% to 68.2%, and the percentage of patients receiving follow-up care within 40 days after a hospital admission increased from 43% to 70%. The median A1C level decreased from 9.1% to 8.2% (Z-score = -6.74, P < .0001), and patient admissions and visits to the emergency department decreased by 20%.

Conclusions: This study shows, with the implementation of an electronic dashboard, we were able to improve outcomes for our pediatric patients with T1DM. This tool can be used at other institutions to improve care and outcomes for pediatric patients with T1DM and other chronic conditions.

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改善 1 型糖尿病儿科患者疗效的电子仪表板。
背景和目的:1 型糖尿病(T1DM)的发病率正在上升,而这些患者的血糖控制能力往往很差。总结患者数据的电子仪表盘已被证明能改善其他疾病患者的治疗效果。此外,对患者进行 T1DM 教育也能改善糖化血红蛋白 (A1C) 水平。我们假设,利用电子仪表盘中的数据监测已定义的糖尿病管理活动,以实施基于人群的干预措施,将改善患者的治疗效果:纳入标准包括凤凰城儿童医院 0 至 18 岁的 T1DM 患者。通过电子仪表盘收集患者数据,并对糖尿病管理活动(A1C、患者入院情况和急诊就诊情况)和患者预后(患者教育、预约遵守情况、入院后随访情况)进行分析:研究结果表明,实施电子仪表板后,接受适当教育的患者比例从 48% 提高到 80%(Z-score = 23.55,P < .0001),参加适当次数预约的患者比例从 50% 提高到 68.2%,入院后 40 天内接受随访的患者比例从 43% 提高到 70%。A1C水平中位数从9.1%降至8.2%(Z-score = -6.74,P < .0001),患者入院率和急诊就诊率下降了20%:这项研究表明,通过实施电子仪表板,我们能够改善 T1DM 儿科患者的治疗效果。这一工具可用于其他机构,以改善 T1DM 和其他慢性疾病儿科患者的护理和治疗效果。
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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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