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Real-World Patient Journey Type 2 Diabetes in the Inpatient and Emergency Departments

Real-World Patient Journey Type 2 Diabetes in the Inpatient and Emergency Departments

Using an electronic health record (EHR) database with information collected from about 750 hospitals across the US, we evaluated overall trends in the diagnosis, treatment, costs, and outcomes associated with the hospitalizations of Type 2 Diabetes patients. We conducted an in-depth analysis across both inpatient visits (n = 1.14 million patients) and emergency department visits (n = 0.89 million patients) from 2009 to 2016.

In 2016, US healthcare spending surpassed $3.3 trillion with nearly 1/3 ($1.1 trillion) spent on hospitalizations. In 2014, an estimated 14.6 million emergency department discharges (~10.6% of all emergency department discharges) and 7.8 million inpatient discharges (~22% of all inpatient discharges) involved type 2 diabetes patients.

In the electronic health record used for this analysis, type 2 diabetes patients contributed approximately 0.36 million inpatient stays in 2016, or ~19% of all hospital stays in 2016. They account for 0.32million emergency department visits per year, or ~6% of all emergency visits in 2016.


1. Executive Summary
2. Patient Demographics
1. Total visits
2. Visits per Patient
3. Census Region
4. Age
5. Gender
6. Race
7. Payer
8. Admission Source
9. Admission Type
10. Discharge Care Setting
3. Patient Characteristics
1. Primary Reasons for Admission
2. Comorbidities
3. Diabetes Complications
4. Body Mass Index
4. Laboratory Tests
1. Top Laboratory Tests
2. Key Vital Signs
3. HbA1c and Fasting Glucose
4. Low Density Lipoprotein, High Density Lipoprotein, Total Cholesterol, and Triglycerides
5. Serum Aminotransferases, Alkaline Phosphatase, Bilirubin, Albumin, and Prothrombin
6. Glomerular Filtration Rate
5. Medications and Treatment
1. Top Medications
2. Diabetes Management Drugs
3. Cholesterol Control Drugs
4. Antihypertensive Drugs
5. Top Medication Brands
6. Surgical Procedures and Patient Outcomes
1. Top Surgical Procedures
2. Top Elective Procedures of Interest
3. Readmission Rate
4. Mortality Rate
5. Length of Stay
6. Total Charges
7. Database Overview
8. Methodology
9. References

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