Emergency Medicine Scheduling Benchmarks
A growing body of research into how emergency clinicians experience, evaluate, and are affected by scheduling.
Three complementary questions: how schedules work, what clinicians want, and how scheduling patterns affect fatigue and recovery.
Operations
How emergency medicine schedules work.
Understand how emergency physician scheduling operates across different practice environments.
Nothing to vote on yet.
Preferences
What emergency clinicians want from a schedule.
Understand what clinicians believe makes a good schedule — not simply what currently exists.
Nothing to vote on yet.
Fatigue / Recovery
How scheduling patterns affect fatigue, sleep, and recovery.
Understand how scheduling patterns influence fatigue, sleep, recovery, and sustainable clinical performance.
Nothing to vote on yet.
Methodology
Benchmarks never close. Totals update continuously as new responses arrive.
Combines seed counts from LinkedIn, Reddit, and ACEP Engage with responses collected here.
Early trends viewable after 50 responses and stabilizes as a benchmark matures toward 250.
FAQ
- Who can participate?
- Any practicing emergency clinician. One response per benchmark, per person.
- How is this different from the CAI validation study?
- Benchmarks capture opinions and self-reported practice. The scheduling comparison study measures head-to-head preference between generated schedules.
- When do results become a benchmark?
- Distribution unlocks at 50 responses (Early Community Trends). At 250 combined responses, it graduates to a Community Benchmark.
- Can I suggest a benchmark?
- Yes — email hello@aiertechnologies.com with the question you'd like measured.