Medical BillingGenerated accuracy model review: 2026-05-06

Revenue Cycle Staffing Calculator accuracy and testing

This page documents how Calwarden builds trust for this calculator: source notes, regression-style default tests, limitations, assumptions, unit handling, rounding, and visible change history.

Formula source

Effective capacity per FTE = items per day * workdays per month * (1 - nonproductive percent). Required FTE = monthly work items / effective capacity per FTE.

Test cases

Default input regression check

Generated from the checked-in default inputs and calculate function.

Inputs

Monthly Work Items: 8,000
Items per FTE per Day: 45
Workdays per Month: 21
Nonproductive Time: 15%
Current FTE: 8

Expected outputs

Required FTE: 9.96
Monthly Capacity per FTE: 803.25
FTE Gap: 1.96
Current Monthly Capacity: 6,426

Known limitations

This page documents the checked-in calculator logic and does not certify results for every real-world edge case.
Use the result as a planning estimate unless the calculator page states a stricter purpose.

Assumptions

Work items are comparable in effort.
Productivity inputs are locally defined and not benchmark claims.
No staffing data is stored.

Unit handling

Monthly Work Items accepts numeric values.
Items per FTE per Day accepts numeric values.
Workdays per Month accepts numeric values.
Nonproductive Time accepts values in %.
Current FTE accepts numeric values.

Rounding rules

Number displays use up to 2 decimal places in the calculator UI.
Input precision follows configured step values where provided.

Version history

1.0.0 - 2026-05-06

Generated accuracy and testing page from the current revenue-cycle-staffing-calculator calculator definition.

Change log

2026-05-06

Published default regression test documentation and metadata fallbacks for Revenue Cycle Staffing Calculator.

Calculator transparency

Accuracy pages are generated from checked-in calculator definitions and can be upgraded with curated review metadata over time.

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