Electronic Dashboard and Strategies to Improve Outcomes in Pediatric Patients with Type 2 Diabetes Mellitus

Background: In the last decade, the prevalence of Type 2 Diabetes Mellitus (T2DM) has dramatically increased in children and adolescents. This population is at increased risk of long-term complications compared to those diagnosed in adulthood. Methods: A comprehensive program was developed to help manage our patients with T2DM. The healthcare team is comprised of multiple members and utilizes both manual and electronic tools, including a PowerBI electronic dashboard with data integration to the Electronic Medical Record (EMR), to optimize care. Goals included reducing hemoglobin A1c (A1c), increasing communication, and decreasing frequency of missed visits. A quality nurse was assigned to monitor this disease state, and, because of the capacities of the technology, she was able to monitor population health in this disease state, and 5 others, at the same time. Results: The percentage of newly diagnosed patients who achieved an A1c less than 8.0% within 6 months improved from 42% to 80%. Outpatient follow-up 10 weeks after diagnosis increased from 57% to 72%. After implementation of an electronic dashboard, our total patient population with A1c of less than 8% improved from 55% to 59%, and total missed appointments decreased from 40% to 23%. Conclusions: Manual tracking and utilization of an electronic dashboard resulted in significant improvement of care in our patients with Type 2 diabetes. Electronic dashboards provide a low-cost and efficient way to better understand clinic demographics and track improvements for a specific patient population. Efforts should focus on increasing communication and continuity of care for pediatric patients with Type 2 diabetes, given its increasing prevalence and impact on patient wellbeing and the healthcare system. Highlights Implementation of an electronic dashboard significantly improved glycemic control in pediatric patients with Type 2 Diabetes Mellitus (T2DM). Newly diagnosed patients achieving A1c < 8% within 6 months increased from 42% to 80%. Missed follow-up appointments for established patients decreased from 40% to 23% after dashboard implementation. The dashboard enabled real-time tracking, automated outreach, and enhanced patient engagement through telehealth and incentives. Manual tracking and structured follow-up programs were particularly effective for newly diagnosed patients.

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Publication Details

Journal
Medical Research Archives
Published
2025-01-01
DOI
https://doi.org/10.18103/mra.v13i9.6933
Primary Topic
Diabetes Management and Research
Type
article
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article

Electronic Dashboard and Strategies to Improve Outcomes in Pediatric Patients with Type 2 Diabetes Mellitus

Chirag Kapadia, Y. Cabrera Chávez, Maria Silva, Mary E. Walsh et al.
Medical Research Archives
Diabetes Management and Research
article

Electronic Dashboard and Strategies to Improve Outcomes in Pediatric Patients with Type 2 Diabetes Mellitus

Chirag Kapadia, Y. Cabrera Chávez, Maria Silva, Mary E. Walsh, Rob Gonsalves, Dorothee Newbern, Linda L. Black, Vinay Vaidya
article en

Abstract

Background: In the last decade, the prevalence of Type 2 Diabetes Mellitus (T2DM) has dramatically increased in children and adolescents. This population is at increased risk of long-term complications compared to those diagnosed in adulthood. Methods: A comprehensive program was developed to help manage our patients with T2DM. The healthcare team is comprised of multiple members and utilizes both manual and electronic tools, including a PowerBI electronic dashboard with data integration to the Electronic Medical Record (EMR), to optimize care. Goals included reducing hemoglobin A1c (A1c), increasing communication, and decreasing frequency of missed visits. A quality nurse was assigned to monitor this disease state, and, because of the capacities of the technology, she was able to monitor population health in this disease state, and 5 others, at the same time. Results: The percentage of newly diagnosed patients who achieved an A1c less than 8.0% within 6 months improved from 42% to 80%. Outpatient follow-up 10 weeks after diagnosis increased from 57% to 72%. After implementation of an electronic dashboard, our total patient population with A1c of less than 8% improved from 55% to 59%, and total missed appointments decreased from 40% to 23%. Conclusions: Manual tracking and utilization of an electronic dashboard resulted in significant improvement of care in our patients with Type 2 diabetes. Electronic dashboards provide a low-cost and efficient way to better understand clinic demographics and track improvements for a specific patient population. Efforts should focus on increasing communication and continuity of care for pediatric patients with Type 2 diabetes, given its increasing prevalence and impact on patient wellbeing and the healthcare system. Highlights Implementation of an electronic dashboard significantly improved glycemic control in pediatric patients with Type 2 Diabetes Mellitus (T2DM). Newly diagnosed patients achieving A1c < 8% within 6 months increased from 42% to 80%. Missed follow-up appointments for established patients decreased from 40% to 23% after dashboard implementation. The dashboard enabled real-time tracking, automated outreach, and enhanced patient engagement through telehealth and incentives. Manual tracking and structured follow-up programs were particularly effective for newly diagnosed patients.

Medical Research ArchivesVol. 13(9)
Polski Holding Obronny (Poland) (PL), University of Phayao (TH), Phoenix Children's Hospital (US)
Openalex Percentile: Top 63%
Diabetes Management and Research
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