Hospice Diagnosis Coding: Debility, Failure to Thrive, and Manufactured Decline

Hospice diagnosis coding fraud uses unsupported diagnoses or altered clinical records to make patients appear eligible for Medicare hospice payment. The coder sees the diagnosis selected for the claim. The nurse sees the patient. When management demands a terminal diagnosis that the clinical observations cannot support, those different views of the same patient can expose hospice fraud. The important connection is between what staff observed, what someone instructed them to record and what the hospice billed.

Failure to Thrive Cannot Be the Principal Diagnosis

Hospice failure to thrive principal diagnosis billing changed when the Centers for Medicare & Medicaid Services stopped accepting adult failure to thrive and debility as the principal hospice diagnosis. Effective October 1, 2014, CMS returned claims using either label in that position. Hospices had to identify a more definitive principal diagnosis.

As the Department of Health and Human Services Office of Inspector General explained in its assisted-living study, hospices could still report debility or adult failure to thrive as secondary diagnoses.

That puts a specific question in front of a coding employee: what supported the diagnosis chosen to replace the old one? We examine the replacement alongside the assessment and the physician’s explanation of why the patient qualified. The diagnosis, the certification and the bill need to tell the same patient story.

The Debility Coding Change Altered What Claims Could Say

A hospice debility diagnosis coding change audit starts with two once-common labels: in fiscal 2013, debility and adult failure to thrive accounted for approximately 14% of hospice diagnoses, according to the agency’s historical diagnosis tables. The restriction changed which diagnoses could lead a claim.

There was also a broader shift in the patients hospices served. The Medicare Payment Advisory Commission’s March 2013 report put non-cancer diagnoses at 48% of hospice decedents in 2000 and 68% in 2011. Neurological conditions, debility and nonspecific symptoms accounted for the biggest increases. That shift was already underway before the principal-diagnosis restriction.

Why Diagnosis Mix Matters to the Business

Diagnosis mix matters to the hospice business because different illnesses can bring different lengths of stay and health care needs.

The Inspector General’s January 2015 study examined Medicare hospice claims from 2007 through 2012. It found longer stays and higher payments for beneficiaries in assisted living than for those in other settings. Most beneficiaries receiving hospice care primarily in assisted living had ill-defined conditions, mental disorders or Alzheimer’s disease recorded as their terminal illness. Those diagnoses typically involved less complex hospice care.

The report ties the money directly to enrollment:

The Inspector General raised concerns that the payment system could encourage hospices to target particular diagnoses and settings for their financial return. For a coding insider, the useful connection is between that business pressure and the instructions reaching the chart. A census target becomes much more revealing when someone demands a diagnosis the clinical team cannot support.

Why the Principal Diagnosis Needs Clinical Support

Medicare hospice eligibility requires a physician-certified prognosis of six months or less if the illness runs its normal course. Clinical information supporting that prognosis must accompany the certification and sit in the medical record. The physician’s narrative must reflect the patient’s individual circumstances.

That is the clinical foundation beneath admission and recertification.

The certification requirements call for an individualized physician narrative grounded in record review or examination. Reusing standard language for every patient defeats that requirement.

The Government Accountability Office has explained that illnesses such as dementia can have harder-to-predict courses and longer hospice stays.

Medicare hospice benefit periods run for two 90-day periods, followed by 60-day periods, with certification for each period. The coding question is precise: which clinical findings support the diagnosis and prognosis being used for this patient, in this period? We connect that answer to the Medicare claims that followed.

How Do You Document Decline in Hospice Patients?

Hospice documentation should describe the patient’s observed clinical circumstances and the facts supporting the prognosis, including improvements that bear on that assessment. The original observation and a later instruction to change it can tell very different stories.

At Creekside Hospice, the government’s civil complaint announcement described staff being discouraged from recording known improvements. The hospice allegedly called those entries “Chart Killers.” The government also alleged that staff changed records after billing to make it appear that payment requirements had been met.

In that account, a patient getting better was a problem for the bill. For a nurse, clinical reviewer or coder, that is a concrete point to bring to us: the observation, the instruction to remove or change it, and the version used to support the claim.

When the Terminal Diagnosis Keeps Changing

Harmony Care Hospice’s whistleblower complaint alleged that staff repeatedly changed patients’ terminal diagnoses to avoid detection and increase government reimbursement. It traced one patient’s label from general debility to coronary artery disease, back to general debility, then to arteriosclerotic cardiovascular disease, and back again. The complaint placed those changes in 2008 and 2009, before the later federal restriction.

The complaint connected that sequence to allegedly false certifications, medical records and claims for patients who were not terminally ill. We examine who requested each change, the clinical basis offered for it and which certification used it.

SouthernCare’s whistleblower complaint described a different route to a terminal label: an admission quota. The allegation put the reason for choosing the diagnosis in the same sentence as the diagnosis itself:

The Department of Justice later announced a $5,863,426 settlement concerning SouthernCare’s Pennsylvania facilities. The allegations concerned medically unnecessary or undocumented hospice care. The alleged recruitment pitch turned a false terminal diagnosis into a way to shift expenses onto taxpayers.

What Evidence Is Needed to Prove Fraud?

The useful evidence connects the patient’s condition, the requested change, the certification and the claim, together with who knew the support was missing. A coding instruction becomes more meaningful when the clinical note it contradicts and the bill it produced can be connected to the same patient and period.

Whistleblowers brought the Curo Health Services cases, and the United States and Tennessee joined them. The governments alleged that certifying physicians did not receive or adequately consider complete and accurate patient information. They also alleged aggressive admissions targets, discouraged discharges and internal warnings followed by retained payments. These Tennessee allegations were later included in Kindred’s broader July 2024 hospice settlement.

For healthcare staff, the physician’s signature is one part of that story. What information reached the physician, what was omitted and who controlled those decisions can explain how the claim acquired its apparent support.

We work with hospice insiders to connect the original assessment, coding query or instruction, diagnosis history, physician narrative and submitted claim. Later edits, internal objections and the response to those objections can show how the business handled a known problem. The coder, nurse, biller and compliance employee may each see a different part of the same decision.

A whistleblower case under the False Claims Act can pay 15% to 30% of what the government recovers.

When You Know Why the Diagnosis Changed

If you are a nurse, coder or biller who saw an unsupported terminal diagnosis used for payment, speak to one of our whistleblower experts about the diagnosis and the instructions behind it. We build your strongest hospice whistleblower case with you from the clinical facts through the certification to the Medicare claims, and bring in hospice fraud whistleblower lawyers who understand coding and eligibility disputes. We stay beside you through the case, with your knowledge of what happened inside the hospice at its center.