Priya Subramaniam

Infection control documents remain audit priorities even after the focused survey format ended.

One-directional workflows from social work records into care plans eliminate duplication.

NLP can extract deterioration signals buried in nursing notes that traditional risk models miss.

A 2026 study found only one of six scale items actually predicts falls.

Heavy documentation burdens keep crucial chart data from reaching care planning meetings.

Matching shifts to incidents reveals where staffing cuts hit residents hardest.

Proper fall documentation now drives regulatory scrutiny and facility ratings.