A comparison can be numerically correct and still be unhelpful. The nearest nursing home is not automatically the best peer, and a statewide median may hide the local context your management team needs.
The following is a suggested selection process for Florida skilled nursing facility operators. It does not claim to produce a statistically representative market sample.
Start with the question
Write down the decision the comparison should support. Are you preparing a regional management meeting, checking a published staffing difference or reviewing nearby facilities? Use that question to select peers before looking for a favorable ranking.
Keep your own buildings separate. A selected-peer median should be calculated from the peer group you disclosed. If you include owned facilities in a different benchmark, label that benchmark explicitly.
Confirm facility identity and type
Use the CMS Certification Number to check the specific facility. Names can look similar or change. Confirm the city and address as well.
Use CMS Provider Information to check the source fields and definitions. This workflow compares skilled nursing facilities. Assisted living facilities should have their own comparison method and source coverage.
Build a selection worksheet
| Check | Question to answer |
|---|---|
| Geography | Is this building in the market relevant to the discussion? |
| Size | Is certified bed count a useful comparison here? |
| Care context | Are services and resident needs similar enough for this question? |
| Data coverage | Are the required published measures available? |
| Time | Do the figures cover comparable reporting periods? |
| Selection reason | Why is this building included, and when will you reconsider it? |
Public provider rows will not resolve every question about care mix or present operations. Identify those gaps and have someone who knows the market review the proposed group. Certified beds describe capacity; they do not establish occupied beds.
Avoid silently changing the peer group
A median can move when you replace a peer even if every retained facility's value stays the same. Save the selected facilities with each report and list additions, removals and role changes separately from published-value changes.
A deliberately chosen local group is useful for a particular question. Describe it as selected peers, not as the entire market. An equal-weight median treats each building as one observation; it does not weight larger buildings more heavily.
Keep missing data and footnotes visible
Do not convert an unavailable staffing value to zero. Show how many peers actually contribute to each measure. Preserve the source's footnote codes and consult the data dictionary before interpreting a figure.
The same group can have different usable sample sizes for different measures. If only one peer has a value, the median is simply that peer's value. That should be obvious to the reader.
Worked example: a different group, a different median
Illustrative example. These values describe fictional facilities. Four selected peers report RN hours per resident day of 0.55, 0.60, 0.70 and 0.75. The selected-peer median is 0.65.
Now replace the peer reporting 0.55 with another reporting 0.90. The sorted group is 0.60, 0.70, 0.75 and 0.90; its median is 0.725. None of the three retained peers changed. The benchmark moved because the group changed.
| What changed? | How to describe it |
|---|---|
| A peer was replaced | A change in comparison scope; explain why the new building is relevant. |
| The selected-peer median increased | A consequence of this example's scope change, not evidence that the local market improved. |
| An owned building's value stayed at 0.50 | Its value did not change, even though its distance from the median increased. |
Keep that scope note beside the comparison. If the same peer group is needed for a trend discussion, compare a consistent group and state any exclusions. View a sample review to see how an observation becomes a management question.
Turn the selection into a repeatable review
Agree on a starting group, record why it was selected and save the first edition as a baseline. Revisit the scope when the management question changes, and keep the reasons for the change with the report.
Our monthly portfolio review checklist explains how to use the comparison in a meeting. You can build the comparison yourself in ClearLTC Compare. Want to know when a Florida building changes hands? The Florida Ownership Change List arrives every Monday with ownership, management and administrator changes, new licenses and state actions.