Priya Nambiar

Machine learning tools now outperform static assessments for detecting nursing home fall risk.

A facility's QM rating depends on peer performance, not just its own results.

Nursing homes' star ratings depend on how CMS scores 15 quality measures from resident data.

These platforms must read nursing notes and prioritize residents without adding staff burden.

Three 2026 CMS actions will judge SNF compliance continuously, not at survey time.

Ontario long-term care homes lose decades of comparable performance data in a system transition.

Audit trails in EHRs become the first evidence plaintiffs and regulators examine in disputes.

Facilities must meet two separate medication error standards simultaneously or face citations.