ADHA 7045 From Data to Decisions: Health and Healthcare Analytics
In todays highly competitive healthcare environment, data-driven decision making is key to assuring quality, increasing access, and minimizing cost. In an industry focused on evidence-based practices, healthcare managers must be able to use analytic tools and methods to critically evaluate care and practice to better inform decisions. Tomorrows leaders must be able to make decisions based on research, evidence, and data to inform continuous improvement and innovation. The course will review data analysis principles and statistical analysis (e.g., probability, regression modeling, decision science, predictive forecasting, and time series analysis. Students will conduct data analyses and use results to make decisions. Students will focus on how to analyze and interpret data to optimize the decision-making process and assure evidence-based management practice.
Course overview
- Department
- Advancing Studies
- School
- ADV
- Credits
- 3
- Level
- Graduate
- Offered
- Periodically
Course evaluations
- Course rating
- 4.76 / 5 · Excellent
- Instructor rating
- 4.87 / 5 · Excellent
- Terms evaluated
- 13
| Term | Instructor | Course overall | Instructor overall | Well organized | Clear learning objectives | Intellectually challenging | Helpful assignments | Applicable beyond course | Attendance necessary | Weekly effort | Responses |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Spring 2026 | Erin Sibley | 4.7 | 4.9 | 4.9 | 4.9 | 4.7 | 4.7 | 4.9 | 3.3 | 7–9 hrs/week | 7 of 11 |
| Fall 2025 | Erin Sibley | 4.8 | 4.9 | 4.8 | 4.8 | 4.3 | 4.5 | 4.4 | 4.5 | 4–6 hrs/week | 8 of 16 |
| Summer 2025 | Erin Sibley | 5.0 | 5.0 | 5.0 | 5.0 | 4.8 | 4.8 | 4.8 | 2.8 | 7–9 hrs/week | 4 of 5 |
| Fall 2024 | Erin Sibley | 4.7 | 4.7 | 4.9 | 4.7 | 4.6 | 4.6 | 4.9 | 2.8 | 10+ hrs/week | 7 of 12 |
| Summer 2024 | Erin Sibley | 4.5 | 5.0 | 5.0 | 5.0 | 4.5 | 4.5 | 4.5 | — | 7–9 hrs/week | 2 of 5 |
| Spring 2024 | Erin Sibley | 4.9 | 4.9 | 5.0 | 4.9 | 4.9 | 4.9 | 4.9 | 3.7 | 7–9 hrs/week | 8 of 11 |
| Fall 2023 | Erin Sibley | — | — | — | — | — | — | — | — | — | 12 of 15 |
| Summer 2023 | Erin Sibley | — | — | — | — | — | — | — | — | — | 3 of 5 |
| Spring 2023 | Erin Sibley | — | — | — | — | — | — | — | — | — | 11 of 14 |
| Fall 2022 (midterm) | Erin Sibley | 4.6 | 4.6 | 4.9 | 4.9 | 4.6 | 4.6 | 4.7 | 3.0 | — | 7 of 12 |
| Summer 2022 | Erin Sibley | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 4.8 | 4.8 | 4.0 | 10+ hrs/week | 4 of 15 |
| Spring 2022 (midterm) | Erin Sibley | 4.3 | 4.9 | 4.7 | 4.9 | 4.3 | 4.6 | 4.4 | 3.2 | 4–6 hrs/week | 7 of 16 |
| Fall 2021 (midterm) | Erin Sibley | 5.0 | 5.0 | 5.0 | 5.0 | 4.7 | 5.0 | 5.0 | 3.7 | 7–9 hrs/week | 3 of 11 |