Revenue integrity and denials
When it may fit: Revenue per case is below what services should earn.
Evidence needed: Denial, coding and charge-capture data.
Trade-off: Takes time and effort; benefits can be uncertain.
Hospital Intelligence Brief
How Rural Hospitals Can Investigate Financial Stabilization Opportunities
Stabilization is rarely one big fix. It is usually several moderate ones, found by looking in the right places in the right order.
1. The business problem
Where should a rural hospital look first when margin and cash are both falling?
When results turn negative, leaders often reach for the largest lever they can name, whether that is a service cut, a new revenue stream, or a major partnership. But the biggest lever is not always the first one to test, and a sequence of smaller, evidenced moves often does more.
This matters because rural hospitals have little room for experiments that fail. The investigation should be structured to find the cheapest, most reversible gains first, and to keep the harder options available.
2. What the evidence can reveal
A stabilization investigation usually looks in this order:
- Calculated Where is the pressure: which cost categories and which service lines moved?
- Calculated How fast is cash falling, and how long is the runway?
- Information gap What is structural, such as wage rates and staffing floors, versus recoverable?
- Information gap Which gains are within the hospital’s control, such as operations, shared services and revenue integrity?
- Information gap Which require outside partners or regulators?
Verified fact Public cost-report data can place a hospital’s results in context against similar facilities and show trends over time. It does not replace internal analysis of drivers.
3. Investigate the problem
In the synthetic rural hospital, expenses grew 6.4% against revenue growth of +1.7%, and discharges fell 3.6%. Illustrative Operating income moved from $600K to −$1.30M, and days cash fell to 44.0 days.
Calculated Labor carried 65% of the expense increase and purchased services 19%. Those two categories are where stabilization effort has the most leverage. The scenario shows the size of the prize: a 1% change in labor cost rate moves operating income by about −$241K, and shared-service savings of 1% on purchased services and other costs adds about +$136K.
Hypothesis Small, evidenced gains across labor practices, shared services and revenue integrity can add up to more than a single large move, and they preserve the harder options. The model cannot tell which are achievable at this hospital. The investigation’s job is to find out.
4. Explore the interactive experience
Investigate it yourself.
Rural Hospital Sustainability Lab: a rural hospital profile with days cash, service lines and local capture, decision paths, a stabilization scenario simulator, evidence-linked answers from APIS, and a sample brief, all on synthetic data.
The experience below is built on a synthetic hospital, “Demo Rural Hospital,” with six service lines and two fiscal years of data. Nothing in it is real, so you can explore freely.
- In the Scenario tab, set shared-service savings to 5% and labor cost rate to −2%. How much of the gap does that close?
- Look at the cash KPI by quarter. How long would the current trend last?
- Ask APIS “Why is days cash falling?”
5. Evaluate possible solutions
These are the main places stabilization effort tends to find results, ordered roughly from most reversible to least.
6. What leadership should do next
Questions to answer
- Where did margin and cash move?
- What is structural and what is recoverable?
- Which levers are in our control?
- What is the runway under current trends?
Data to gather
- Monthly results and cash
- Labor detail
- Purchased-services contract list
- Denial and revenue-integrity data
Steps to take
- Locate the pressure.
- Size each lever with a simple model.
- Pursue reversible gains first.
- Define the cash level that forces harder decisions.
7. Engage Two Pillars
Explore Your Hospital’s Opportunities
Two Pillars can help rural hospital leadership investigate financial, operational, and strategic questions using relevant organizational data, public information, and a structured assessment process. A good first step is a rural stabilization diagnostic that sizes each lever and sequences them from most to least reversible.
Sources and data notes
- The organization, its figures, and every number in this article and its interactive experience are synthetic and illustrative. They are not real data, a benchmark, or a forecast.
- CMS, Cost Reports: www.cms.gov/data-research/statistics-trends-and-reports/cost-reports — public information on the annual cost reports that Medicare-participating hospitals file.
- Maryland Health Services Cost Review Commission: hscrc.maryland.gov — published Maryland hospital financial and utilization data.
- Reviewed October 2026. This article describes an approach to investigation. It does not replace review by qualified professionals.