Labor-focused response
When it may fit: Labor drives most of the increase and grew faster than volume.
Evidence needed: Hours, rates, premium labor and vacancy data.
Trade-off: Aggressive action can affect quality and retention.
Hospital Intelligence Brief
How to Evaluate Hospital Expense Growth Against Revenue Growth
“Expenses are up 8% and revenue is up 6%” is a start. The useful questions come next: which categories, relative to what, and for how long.
1. The business problem
When expenses grow faster than revenue, which gap matters and where do you look first?
Almost every hospital reports expense growth and revenue growth. What is less common is a disciplined way to compare them: to break the gap into pieces and decide which pieces deserve attention.
This matters because an 8% expense increase against 6% revenue growth can mean very different things depending on where the increase sits. A fixed-cost step is different from wage inflation, which is different from a volume-driven increase that is simply earning less per case.
2. What the evidence can reveal
A useful comparison has four layers, each answering a different question:
- Calculated The growth gap: expense growth minus revenue growth, in points and in dollars.
- Calculated The category view: which categories contributed what share of the increase?
- Calculated The per-unit view: how does cost per case compare with revenue per case?
- Information gap The cause view: why did the leading categories move? This needs operational detail.
Verified fact Public cost reports break expense into cost centers and categories, which supports the category view across years. Cause usually has to come from internal data.
3. Investigate the problem
In the synthetic hospital, expenses grew 8.5% against revenue growth of +6.0%. Illustrative
| Category | FY25 | FY26 | Change | Share of increase |
|---|---|---|---|---|
| Labor | $60.8M | $67.2M | +10.5% | 55% |
| Supplies | $27.0M | $30.1M | +11.5% | 27% |
| Purchased services | $16.2M | $17.2M | +6.0% | 8% |
| Other operating | $31.5M | $32.6M | +3.5% | 10% |
Calculated Labor and supplies account for the bulk of the increase, and both grew faster than discharges (+4.5%). Purchased services grew more slowly, and other operating cost slowest. The gap is therefore not an across-the-board cost problem. It sits in two categories.
Hypothesis Supplies growing faster than volume can reflect price inflation, higher-acuity cases or utilization changes. Labor can reflect rates, hours or mix. The category view narrows the search from “costs” to two lines, which is the point of doing it.
4. Explore the interactive experience
Investigate it yourself.
Hospital Financial Investigator: a working dashboard, scenario simulator, evidence-linked answers from APIS, and a sample executive brief, all on synthetic data.
The experience below is built on a synthetic hospital, “Demo Community Hospital,” with two fiscal years of data. Nothing in it is real, so you can explore freely.
- In the Expense detail table, sort by “% of total” and note which two categories carry the increase.
- Click the Supplies bar in the chart, then the quarter points on the trend line to see whether it is steady.
- Ask APIS which expense categories explain the change, and open the evidence it cites.
5. Evaluate possible solutions
Once the leading categories are identified, the options differ by category. These are the main levers, each suited to a different kind of increase.
6. What leadership should do next
Questions to answer
- What is the growth gap, in points and dollars?
- Which two categories carry most of it?
- Did those categories outgrow volume?
- What is the plausible cause in each?
Data to gather
- Expense by category, monthly
- Volume and case mix
- Detail beneath the leading categories
- Revenue by payer
Steps to take
- Quantify the gap.
- Rank categories by share of the increase.
- Compare each with volume.
- Investigate the top two before acting.
7. Engage Two Pillars
Explore Your Hospital’s Opportunities
Two Pillars can help hospital leadership investigate financial, operational, and strategic questions using relevant organizational data, public information, and a structured assessment process. A good first step is an expense-versus-revenue decomposition that points to the two or three categories worth acting on.
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.