Articles

Short essays on healthcare scheduling, why current tools feel broken, and what a better product might look like.

Nocturnist Scheduling: Managing the Night Hospitalist Coverage Problem

Night hospitalist coverage is a different system, not just the day schedule with fewer people.

Pediatric scheduling gets harder when coverage depends on small pools, seasonality, and July turnover.

Labor and delivery scheduling breaks ordinary staffing assumptions because volume arrives when it wants to.

ICU scheduling is not just shift coverage. It is how a unit decides who can safely absorb the next bad hour.

OR scheduling is one of the clearest examples of why a grid is not a workflow.

The ED is unusually hard to schedule because the cost of a bad schedule shows up immediately.

Float pools are not spare parts. They are how hospitals absorb uncertainty.

Duty-hour compliance looks like a rules problem. It is mostly a visibility problem.

Good on-call scheduling is mostly about making the rules explicit before the schedule gets stressful.

Most comparisons focus on features. The better question is what job each tool was built to do.

The cost of manual healthcare scheduling is real even when it never appears as a line item.

Burnout is not only about hours. It is also about whether the hard parts of work feel shared.

AI may help with healthcare scheduling, but only on the parts that are actually computational. The hard human parts still need judgment.

Scheduling software is worse than it should be. Clinical Rota exists to learn which part is actually broken.