Glycemic Control and Healthcare Utilization Metrics from Diabetes Intervention

Aggregating summary metrics on glycemic control, healthcare utilization, and total medical expenditures (TME) for participants in a diabetes intervention study. The data includes pre- and post-intervention measurements and calculated changes. The dataset is 9.5 KB in size, with unknown row and column counts.

Use Cases

• Analyze changes in glycemic control metrics like 'Greater Mean Reduction' or '4 Percentage Points' improvement between pre- and post-intervention periods.
• Correlate 'Emergency Department Visits' and 'Days Hospitalized' with 'Total Medical Expenditures' to assess healthcare utilization impact.
• Evaluate the intervention's effect on 'Persistent Severe Hyperglycemia' rates among 'Participants Included Patients' with 'Poorly Controlled Diabetes'.
• Compare 'Health Care Utilization' outcomes, such as 'Emergency Department Visits', between intervention participants and other cohorts.

Strengths

• Data is licensed under CC BY 4.0, permitting broad reuse and sharing.
• Dataset is focused on a specific clinical intervention, providing targeted metrics on diabetes management.
• Tags indicate coverage of key outcome measures like 'Total Medical Expenditures' and 'Days Hospitalized'.

Limitations

• The dataset is very small at 9.5 KB, indicating limited scope and likely a small sample size.
• Column names and sample data are unavailable, hindering understanding of the data structure and specific variables.
• The provenance details such as time range, geography, and data collection method are unknown.

Provenance

Source

figshare, authored by Daniel Amante.

Collection Method

Unknown; likely summary statistics from a diabetes care intervention study.

Freshness

Last updated on 2026-03-20, indicating a future date which may be a data entry error; actual recency is unclear.

Geography

Tags reference 'Umass Memorial Health' and 'Ummh Diabetes Clinic', suggesting a potential U.S. focus.