Scope for each practice is confirmed in the engagement agreement, including systems, payers, and queues.
Undefined ratios create confident, wrong conversations
One report calls denial rate a share of claims. Another calls it a share of dollars. Net collection rate is compared across practices that exclude patient responsibility differently. Leaders then change a process based on a movement that was only a definition. Analytics support starts by writing the formula next to the number.
What the work includes
- A data dictionary for the measures the practice agrees to review
- Monthly views of charge lag, inventory, denial categories, and cash posting
- Collection ratios labeled as gross or net, with the denominator stated
- Payer and specialty cuts when the volume supports them
- A reconciliation note when a figure does not match the billing system
- Narrative that points to a queue, not only a color
How the work moves
Step 1
Pick fewer measures
The review uses a set a manager can discuss in one sitting. Extra charts are an appendix, not the meeting.
Step 2
Define the math
Each ratio names its numerator, denominator, and exclusions. Credit balances and unbilled charges are called out when they move days in A/R.
Step 3
Reconcile
Totals are tied to a system report. A figure that cannot be tied is labeled as an estimate or dropped.
Step 4
Assign an action
A worsening denial category names an owner. A stable number does not generate a decorative comment.
Operational benefits
- Meetings about causes instead of about whose spreadsheet is right
- Measures that survive a change in staff
- Specialty and payer differences visible when the data is thick enough
- Less risk of treating an illustrative chart as a result
Common challenges
- EHRs name the same status differently
- Small denominators make percentages jump
- Cash posting timing can make a good month look bad
- Benchmarks copied from another practice are not a target
Technology
Reports come from the billing system first. A spreadsheet is a presentation layer, not a second set of books. We do not claim a proprietary analytics product or a benchmark database.
Where specialty changes the work
Multi-specialty groups need the cut by specialty or the blended number hides a struggling service line. Single-specialty offices need the payer cut more than a specialty cut.
Questions
Do you publish benchmark ranges?
No. A range without the same denominator, specialty, and payer mix is decoration. We will compare a practice with its own baseline.
Can the website calculator replace this reporting?
No. The calculator on the assessment page is an educational illustration. It is not a report of any practice and not a projection of recovered cash.
Will you connect to our accounting system?
Only if that connection is scoped. Billing reports and the general ledger answer different questions. We will not pretend they are the same extract.