RNCohortRevista da Escola de Enfermagem da U S P2025

Influence of neurological severity and degree of dependence of patients after stroke on nursing workload: a retrospective cohort.

Felipe da Cruz Lima, Joathan Borges Ribeiro, Samia Denadai and 2 others

PMID 40679140

WHAT IT FOUND

In stroke ICU patients, higher NIHSS severity and more dependence in daily activities were linked to more nursing care needed from admission through discharge.

Each NIHSS point was associated with about 1.5 more points on the nursing workload score at admission.

Key findings

01Higher stroke severity and greater dependence in basic daily activities each independently predicted more nursing workload in the ICU, no matter whether measured at admission, mid-stay, or discharge.

02Each NIHSS unit was associated with an increase of about 1.5 NAS points at ICU admission, 1.3 on the average day of hospitalization, and 0.7 at discharge.

03Basic nursing tasks were common throughout stay: hygiene procedures were needed in 71% at admission, 68.8% mid-stay, and 76.3% at discharge, and frequent mobilization or positioning was needed in 57.7%, 62.4%, and 39.8%.

STILL TO COME

How it was doneWhat they foundWhat it means for RNs

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What it does not show

The study included only patients from one private neurological ICU in São Paulo, and most were older, male, white, married, and highly educated, so it may not apply to other hospitals or populations. It was retrospective and relied on electronic records and nursing calculations; patients were excluded if NIHSS was missing, ICU stay was under 24 hours, or records were incomplete. Ischemic and hemorrhagic strokes were analyzed together, so the workload pattern may not fit either type separately. The paper reports a higher admission NAS mean in the text (58.0%) than in Table 1 (50.8%), so the exact workload level is uncertain. Katz dependence was recorded from family, nursing, and physiotherapy notes, not a single standardized assessment by one rater. It did not test whether more nursing care changed patient outcomes, complications, recovery, or length of stay.

The easy way to misread this

Do not read higher nursing workload as evidence that adding nurses improves stroke recovery or prevents complications. This was a retrospective record study in one private ICU, and it only measured how much nursing care was associated with stroke severity and daily-activity dependence.

Read it on PubMed →