Patient, physician and health environment factors associated with: |
• Glycemic control |
• Hypoglycemia |
• Treatment adherence |
• Diabetes-related health care utilization |
• Diabetes-related health costs |
Geographic heterogeneity in: |
• Insulin progression rates |
• Insulin treatment modality (pen, syringe, pump) |
• Glycemic control |
• Patterns of T2DM treatment |
Challenges associated with insulin use: |
• Fasting for religious/cultural reasons |
• Health-related quality of life |
• Diabetes self-care |
• Diabetes knowledge |
Patient-provider communication and impact on: |
• Insulin progression |
• Glycemic control |
• Hypoglycemia |
• Diabetes self-care |
• Diabetes knowledge |
• Treatment adherence |
Impact of insulin progression on: |
• Cardiovascular outcomes |
• Hypoglycemia |
• Health-related quality of life |
• Diabetes distress |
• Diabetes self-care |
• Health care resource utilization |
• Health care costs |