When a patient asks where to go for a knee replacement, a colonoscopy, or their mother’s rehab stay, they have usually already looked. Not at the federal record. At the stars.
Here is what the stars do not show. Our analysis of Centers for Medicare & Medicaid Services records found that 46 percent of U.S. nursing homes carry at least one federal civil money penalty on the current enforcement record, and 99.6 percent have at least one documented inspection deficiency on file. Among the penalized facilities, the median Google rating still exceeds 3.5 stars. The review platforms your patients consult do not display penalty histories, deficiency counts, or ownership changes. The family consulting Yelp will read that the lobby was clean. They will not read that the facility was fined $50,000 for a serious deficiency three months ago.
This is not a data problem. The quality of American health care facilities is documented more thoroughly than almost any consumer decision in existence: inspections, penalties, staffing levels, readmission rates, infection ratios, ownership records. The federal government publishes nearly all of it. The problem is delivery. The record lives in long statistical files on government websites, and the decision happens on a review site, in a hallway conversation, or in the fog of a discharge deadline.
Clinicians sit at the one moment where this can change. When a discharge planner hands a family three nursing home names, or a surgeon books a case at one of two available centers, a sentence is enough: The government inspects these facilities and publishes what it finds; look at the record before you decide. Most families have no idea the record exists. In three decades of federal transparency programs, the delivery mechanism never reached the bedside.
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There is a reasonable objection: The federal measures are imperfect, risk adjustment is incomplete, and a facility that takes harder cases can look worse on paper. All true, and all arguments for teaching people to read the record with judgment, not for leaving it unread. Nobody argues that because imaging can mislead, patients are better off without imaging.
What would it look like if the record were simply present at the moment of choice? Families would ask facilities different questions. Weekend staffing. The last inspection’s findings. Why the penalty was assessed and what changed afterward. Facilities answer different questions when they know the asker has read the file. That conversation, multiplied across the millions of placement and site-of-care decisions made each year, is one of the cheapest quality interventions American health care has available. The information is already paid for. It is already public. It is simply not where the decision is.
I came to this work the way many readers of this site came to medicine: through family. I watched people I love choose facilities the way everyone does, on proximity, on a recommendation, on the stars, while the documented history of those buildings sat in public view, unread. The records existed the whole time. That sentence should bother us more than it does.
So the next time a patient or a family asks you where to go, consider adding one line to whatever you already say: Check the official record, not just the reviews. It costs nothing. It is the rare intervention with no contraindications.
Shawn Redd is the founder of zReports Health, a California health care analytics company that builds decision intelligence from official records: inspections, penalties, staffing, outcomes, and prices for U.S. health care facilities, from hospitals and surgery centers to nursing homes and fertility clinics.
The company’s research is archived on Cambridge Open Engage, Harvard Dataverse, Zenodo, and SSRN and is indexed on Google Scholar, and its methodology is registered with a digital object identifier (DOI). Recent whitepapers cover federal nursing home penalties and live birth rate variation across U.S. fertility clinics. Redd’s research record is on ORCID, and zReports Health shares updates on X.
