What is SSVI? A hospice agency's complete guide to CMS's new oversight score

SSVI (Service and Spending Variation Index) is a CMS score, ranging from 0 to 16, that measures how far a Medicare-certified hospice's billing and care patterns sit from typical patterns nationally. It's built entirely from claims data and combines a utilization score (0–8) with a non-hospice spending score (0–8). CMS uses it to prioritize hospices for education or oversight — it is not a quality rating, a penalty, or a finding of fraud.

A high score doesn't automatically trigger an audit, but it does put an agency on CMS's radar in a way that nothing else currently does — making it worth understanding even though it carries no direct consequence on its own.

Here's what you need to know.

What Does SSVI Stand For?

SSVI stands for Service and Spending Variation Index. It's a claims-based scoring system developed by CMS to identify hospice providers whose patterns of care and Medicare spending diverge meaningfully from their peers.

The goal, as CMS framed it: increase transparency and target oversight resources toward agencies whose data raises questions about utilization quality, potential inappropriate billing, or compliance gaps.

The SSVI is not a determination of fraud, waste, or abuse. CMS has been explicit about that. But a high score is a flag — and once flagged, increased review can follow.

How Is the SSVI Calculated?

The SSVI runs on a 0 to 16 scale, built from two components that together assess nine claims-based measures.

Component 1: Non-Hospice Spending Score (0–8)

This portion captures how much Medicare spending is occurring outside the hospice benefit for your enrolled patients — think Part B physician services, Part D prescriptions, or other non-hospice services billed while a patient is under hospice election.

The scoring isn't binary. CMS established eight separate spending thresholds, spaced roughly 12.5% apart. The more your non-hospice spending exceeds national norms, the more points you accumulate — a graduated scale, not a single pass/fail line.

High non-hospice spending is frequently a documentation and relatedness-determination problem, not a billing problem. When outside services aren't clearly documented as unrelated to the terminal prognosis, they create exactly the kind of spending pattern this score is designed to flag.

Component 2: Utilization Score (0–8)

This portion captures eight service-delivery indicators that CMS considers potentially concerning. Agencies receive one point per measure if their utilization places them in the top 25% of outliers — the most concerning quartile among all hospices nationally — for a maximum of 8 points.

The Nine SSVI Measures Explained

Here's what CMS is looking at across both components:

Non-Hospice Spending (1 measure)

• Total Medicare spending on non-hospice services for your enrolled beneficiaries — measured in aggregate, not per-day

Utilization Patterns (8 measures)

• Live discharge rate — flagged if ≥ 46% of patients are discharged alive
• Average skilled nursing minutes per Routine Home Care day — flagged if ≤ 9.9 minutes per day
• Weekend skilled visit rate — flagged if fewer than 4.8% of patients receive a skilled visit on a weekend day
• Nursing facility-based Routine Home Care — high concentration of facility patients with low visit intensity
• Long stays — unusually high rates of patients with extended length of stay
• Low visit frequency — insufficient visit contact relative to patient acuity
• Low visit time — below-threshold time spent per visit
• End-of-life visit patterns — absence of skilled visits in the final days of life

Each measure is peer-referenced. You don't score a point for being imperfect — you score a point for being an outlier relative to what other hospices are doing.

What Does a High SSVI Score Mean?

CMS has calculated an SSVI for every Medicare-certified hospice using data from FY 2024 and FY 2025. The scores are public.

Most hospices will have low scores. Agencies in the high range are identified for "increased transparency and oversight" — which in practice can mean additional scrutiny, follow-up review, or audit activity.

A few important nuances:

• The thresholds are national and uniform — not peer-stratified. Despite the "peer comparison" label, CMS doesn't score you against hospices of similar size, ownership type, or geography. Every hospice is measured against the same national threshold set.
• There is no case-mix risk adjustment. A hospice serving a long-stay dementia population can score high without any billing irregularity. If your patient mix is clinically atypical, your SSVI may not fully reflect that — and CMS acknowledges it.
• The spending score is aggregate, not per-day. Cutting daily costs doesn't move the needle — total volume of outside services does.
• A high score isn't a wrongdoing finding. But it is a signal worth taking seriously, and a documented response strategy is worth building now rather than after a notice arrives.

How to Find Your Agency's SSVI Score

We built a free SSVI Oversight Score tool that pulls directly from public CMS data — so you can look up your agency's score in seconds, without digging through federal datasets. Search by hospice name or CCN and see exactly where you stand.

Check your own hospice's SSVI score with our free SSVI score lookup tool.

Once you have your score, the next step is identifying which specific measures are driving it — so you know where to focus.

How to Improve Your SSVI Score

The SSVI isn't a grade you appeal. It's a reflection of your claims data over the prior two fiscal years. But the next SSVI calculation will use future data — which means your actions now will show up in your score later.

If your non-hospice spending score is high:

Start with your relatedness determinations. Every service billed outside the per-diem for an enrolled hospice patient should have clear, documented justification that it is unrelated to the terminal prognosis. Thin documentation on relatedness is one of the most common drivers of high non-hospice spending — and it's correctable.

If your utilization score is high:

Dig into which specific measures are flagging you. A high live discharge rate points to different operational questions than a low skilled nursing visit time or a poor end-of-life visit pattern. Each flag has its own root cause, and each deserves its own response.

Common themes worth examining:

• Are nurses completing adequate visits — and documenting time accurately?
• Are weekend coverage gaps leaving patients without skilled contact?
• Is there a documentation trail supporting the visit patterns your claims data reflects?
• Are care plans up to date and reflective of actual patient acuity?

Across both components, the common thread is documentation — not just doing the right thing, but making sure what you're doing is visible and defensible in the record.

How Vitalis Care Helps

The SSVI surfaces what's already in your claims data. The question is whether your documentation, processes, and compliance practices are strong enough to support the picture your data tells.

That's where Vitalis Care's tools come in.

Align is our documentation QA scanner — built specifically for the compliance problems hospice agencies face. Align scans your existing documentation and flags the issues that create audit risk before a claim is submitted: copy/paste problems, missing signatures, timing inconsistencies, contradictory entries, and documentation gaps that leave your clinical picture incomplete. The same documentation gaps that drive audit denials are the same ones that inflate non-hospice spending scores and raise SSVI flags.

Ray keeps your HOPE compliance tight — tracking every patient's assessment timeline, sending automated reminders before deadlines are missed, and syncing directly with Homecare Homebase to eliminate double-entry. Clean HOPE compliance means fewer documentation gaps overall.

Vantage gives your clinical team 94%-accurate EOL transition predictions — so the right care is happening at the right time. When patients receive appropriate skilled care as their condition changes, it shows in your utilization data. Strong end-of-life visit patterns and timely care escalation aren't just the right clinical practice. They're what a healthy SSVI score looks like.

The Bottom Line

The SSVI is new, but the underlying concerns it measures are not. CMS has been watching non-hospice spending and utilization patterns for years. The SSVI is the mechanism that makes that scrutiny systematic, transparent, and tied to every agency's public record.

Your score is already out there. The question is: does it reflect what you know your agency to be — and if not, what do you do about it?

We're here to help you get ahead of it.