Solutions / Hospitals

Thirty-day heart-failure return is still a penalty. A home bed only counts if the chest is watched.

Hospital research at the Institute is about the 30-day problem, hospital-at-home as a real census, and continuous chest monitoring in place of CNA vitals rounds.

Medicare's Hospital Readmission Reduction Program still withholds up to 3% of Medicare payments for excess 30-day readmissions. Heart failure is one of the six conditions in play. CMS estimated 78.2% of hospitals take a FY 2026 cut. National 30-day heart-failure readmission is 19.7% (July 2021 through June 2024). After discharge, the research question is whether decompensation is visible before the return trip.

Hospital-at-home is no longer waiting on a short waiver. CMS Acute Hospital Care at Home runs through September 30, 2030 (366 programs, 139 systems, 37 states as of March 2026). A home census fails when the patient is home in name and unwatched in fact. Cardiothoracic Field Science puts a continuous multisensor chest recording on that adult: ECG plus seismic, acoustic, and motion context, not a once-a-day vital-sign drop.

Labor is the third hospital question. Manual vital-sign measurement by CNAs is expensive labor for a job continuous monitoring already does. A centralized health-hub view of the chest panel is how floor and remote staff act on a record instead of a route. Hospitals are running about an 8.6% RN vacancy (NSI 2026). Another dashboard that does not retire a vitals round is not the study.

Dated field outcomes: Prevail Heart Clinics, 394 consecutive patients, October 2014 through May 2016, care predominantly by a physician assistant. All-cause 30-day readmission 6.1% versus a 24.7% contemporaneous Medicare CHF benchmark; heart-failure hospitalizations down 71.4% in year one. Not 2026 multi-hospital results. A larger outcomes refresh is underway.

2026 device-performance research (n=61 versus 12-lead; n=52 versus Holter) describes whether the recording is trustworthy. It does not replace those outcomes.

This is not a reimbursement science project, and not a portal case managers will ignore after kickoff.