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Success Stories

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Population Health Strategies Improve Diabetes Management

May 21, 2020
Featured Outcomes
  • 19.1 percent relative reduction of HbA1c for patients with diabetes in the first year of the organization’s improvement efforts.
  • 14.5 percent relative reduction of HbA1c for patients with diabetes in the second year of its improvement efforts.

Analytics Support the Delivery of Effective Diabetes Self-Management Education

December 21, 2016
Featured Outcomes
  • Implementation of a standard diabetes education curriculum.
  • 97.5 percent relative improvement in the percent of diabetes educators who are CDEs.
  • 70.7 percent of patients with diabetes have had an education visit with a CDE, and the hospital is on track to achieve its goal of 80 percent within the year.

How Texas Children’s Turned Child Diabetes Management into a Community Cause

December 22, 2016
Featured Outcomes
  • 34.4 percent relative improvement in the percentage of patients with diabetes who received the influenza vaccine.
  • 26.3 percent relative improvement in pediatric provider diabetes knowledge.
  • 90 percent of patients now have individualized school packets developed and available in the EHR.

Systematic Improvement of Diabetes Care in the Inpatient Setting

December 22, 2016
Featured Outcomes
  • 94 percent of patients with diabetic ketoacidosis (DKA) are assigned to diabetic care unit.
  • 17 percent relative increase in patients with DKA receiving an evidence-based evaluation and order sets.
  • 19 percent relative increase in patients with DKA receiving IV insulin within one hour of order.
  • 50 percentage point improvement in the percentage of patients transitioning to SubQ insulin in less than four hours after medical readiness.
  • 44 percent relative decrease in LOS for patients with DKA.

Improving Diabetic Care in the Ambulatory Environment

December 21, 2016
Featured Outcomes
  • 28.2 percent relative improvement in the percentage of patients receiving recommended annual thyroid-stimulating hormone (TSH) testing, with current performance greater than 90 percent.
  • 23 percent relative improvement in the percentage of patients receiving recommended annual lipid testing, with current performance greater than 90 percent.
  • 37.9 percent relative improvement in the percentage of patients receiving recommended annual microalbumin testing, with current performance greater than 80 percent.
  • 54.1 percent relative improvement in the percentage of patients receiving annual retinal examinations, with current performance at 94 percent.
  • Patient satisfaction is also on an upward trend.

Data-Driven Workflow Improves Diabetes Education Program Effectiveness

June 26, 2019
Featured Outcomes
  • Sustained an average 13.4 percent reduction in HbA1c.
  • Completed 1,567 more visits.
  • $142,000 in new net revenue during the first year of implementation.

Analytics Enables Rapid Identification of Patients with COVID-19 Qualifying for Monoclonal Antibody Therapy

August 11, 2021
Featured Outcomes
  • In just nine days, ChristianaCare leveraged DOS and data science tools to develop and implement a COVID-19 bamlanivimab eligibility machine learning model.
  • Automating the identification of eligible patients accelerated the organization’s ability to deliver monoclonal antibodies for the treatment of COVID-19.

AI Can Advance Health Equity

June 3, 2021
Featured Outcomes
  • By leveraging its analytics platform and AI, ChristianaCare now has a systematic approach to evaluate health equity as a core part of its commitment to quality.
  • The organization has driven key insight using this approach, including overcoming disparities in COVID-19 testing and increasing access to care through innovative clinics that combine virtual primary care and COVID-19 testing in some of Wilmington’s underserved communities.

DKA Risk Prediction Tool Helps Reduce Hospitalizations

December 22, 2016
Featured Outcomes
  • 30.9 percent relative reduction in recurrent DKA admissions per fiscal year.
  • 90 percent of all patients with new onset type 1 diabetes at the Medical Center Campus have a documented RIPGC in their medical chart.
  • 100 percent of patients with type 1 diabetes have a risk index for DKA documented every 6 months.

Improving Population Health: Data-Driven Approach to Identifying and Engaging Patients with High Risk of Mortality from COVID-19

June 2, 2020
Featured Outcomes
  • Developed and deployed the algorithm for COVID-19 risk for mortality within four days. The algorithm was applied and visualized on MemorialCare’s entire ACO population.
  • Within one week, the algorithm was expanded to include MemorialCare’s entire HMO population.
  • 66 percent of individuals in the extremely high-risk category of MemorialCare’s ACO population were engaged by care management.

Population Health Analytics Enables Improved Quality Increasing Revenue by Nearly $1M

January 28, 2020
Featured Outcomes
  • Nearly $1M in revenue from the Medicare Shared Savings Program over two years.
  • 11 different quality measures improved in just one year.
  • $320K in savings, the result of eliminating third-party quality reporting software.

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