Hospital Intelligence Brief

How Hospitals Can Evaluate Service Demand in Their Markets

Demand for a service is not the same as the hospital’s volume in it. To judge where to invest, you need to see the whole market, not just your slice.

1. The business problem

Is demand for a service growing, and is the hospital sharing in it?

Hospitals often judge a service by their own volume: it is up, so demand is up; it is down, so demand is falling. But volume depends on both the size of the market and the hospital’s share of it, and the two can move in opposite directions.

This matters because a hospital with falling volume in a growing market is in a very different position from one with falling volume in a shrinking market. The first has a share problem. The second has a market that is moving away.

2. What the evidence can reveal

Evaluating demand takes four pieces, each answering a different question:

  1. Calculated Market size and trend by service category: is total demand growing?
  2. Calculated Our volume and share: are we keeping pace?
  3. Calculated Competitors’ volume and share: who is capturing growth?
  4. Information gap Drivers of demand, such as population, age mix, referral patterns and care that is moving to outpatient settings, which discharge data does not show.

Verified fact Public discharge data supports the first three. It counts inpatient discharges, so it understates demand for services that are shifting to outpatient settings. That is a known limit when reading trends.

3. Investigate the problem

In the synthetic market, total discharges grew 2.3% while ours moved −2.6%, so our share fell from 27.7% to 26.4%. Illustrative That is a share problem, not a market problem: demand grew and the hospital did not share in it.

Calculated The pattern differs by category. Our General Surgery discharges rose 5.4%, so we are holding our own there. Obstetrics fell 13.5%, Orthopedics 3.2% and Oncology 6.3%, so those need a closer look to see whether the market shrank, a competitor grew, or both.

Hypothesis Because the experience counts inpatient discharges, a category that is shifting to outpatient care can look like falling demand. That is a limit of the data. Combining discharge data with outpatient information is part of a complete demand picture.

4. Explore the interactive experience

Investigate it yourself.

Hospital Market Explorer: a market dashboard comparing a five-hospital market by service category, an outmigration capture scenario, evidence-linked answers from APIS, and a sample brief, all on synthetic data.

The experience below uses a synthetic five-hospital market built to look like public discharge data. It is not New York data, or data for any real market, and every figure is illustrative. The counts are discharges, not dollars.

  1. Select the Obstetrics row. Compare each hospital’s discharges and share in that category.
  2. Switch the period selector between the full year and a single quarter. Does the picture hold?
  3. Ask APIS “Which service categories are losing share?”

5. Evaluate possible solutions

The right response depends on whether the problem is the market or the hospital’s share of it.

Focus on share where the market is growing

When it may fit: Demand is growing and the hospital is losing share.

Evidence needed: Why competitors are gaining: physicians, access, programs.

Trade-off: Winning share can require investment that takes time.

Reposition where the market is shrinking

When it may fit: Inpatient demand is declining and shifting.

Evidence needed: Outpatient and alternative-setting demand.

Trade-off: Redirecting resources may weaken a core service.

Protect where share is stable

When it may fit: Share is holding in a stable market.

Evidence needed: Early warning signals for competitor moves.

Trade-off: Over-investing in defense can be wasteful.

Add demand drivers to the analysis

When it may fit: Discharge counts alone are not conclusive.

Evidence needed: Population, age and referral data.

Trade-off: More data takes effort; start with the largest services.

6. What leadership should do next

Questions to answer

  • Is the market growing or shrinking in each service?
  • Are we keeping pace?
  • Who is gaining?
  • Is demand moving to other care settings?

Data to gather

  • Market discharge data by service over several years
  • Outpatient volume where available
  • Population and age-mix projections
  • Competitor service changes

Steps to take

  1. Size the market by service.
  2. Compare our share trend.
  3. Separate share problems from market problems.
  4. Match the response to the cause.

7. Engage Two Pillars

Explore Your Hospital’s Opportunities

Two Pillars can help hospital leadership investigate market, financial, operational, and strategic questions using relevant organizational data, public information, and a structured assessment process. A good first step is a service-demand assessment that separates market movement from the hospital’s share of it.

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.
  • New York State Department of Health, SPARCS: www.health.ny.gov/statistics/sparcs/ — information on the Statewide Planning and Research Cooperative System and its public-use data files.
  • 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.
  • Reviewed October 2026. This article describes an approach to investigation. It does not replace review by qualified professionals.