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Hemorrhagic stroke carried the highest bedside nursing intensity across stroke subtypes in a 728-admission records study

Brain Sciences (PubMed)Apr 28, 2026

AI-summarized from the linked source. Educational brief, not medical advice.

Brief summary

In a retrospective study of 728 acute-care stroke hospitalizations, nursing complexity (the number of nursing diagnoses) and nursing intensity (the number of nursing actions) differed across ischemic stroke, hemorrhagic stroke, and transient ischemic attack, with hemorrhagic stroke showing the highest intensity and transient ischemic attack the lowest.

What NurseJet pulled from the source

Ischemic stroke, hemorrhagic stroke, and transient ischemic attack (TIA) differ in medical severity, but it has been unclear whether those differences show up in how much nursing work each requires. This retrospective study analyzed routinely collected nursing and administrative data from one acute care hospital, classifying hospitalizations as ischemic stroke, hemorrhagic stroke, or TIA using ICD-9-CM codes. Nursing complexity was measured as the number of nursing diagnoses documented within 24 hours of admission, and nursing intensity as the number of nursing actions recorded during the hospitalization, with group differences tested using ANOVA and Kruskal-Wallis tests. A total of 728 hospitalizations were included (429 ischemic strokes, 236 hemorrhagic strokes, and 63 TIAs), with 4,136 nursing diagnoses and 27,528 nursing actions recorded. Nursing diagnosis counts differed significantly (F = 5.81, P = 0.003), with TIA showing lower counts than both ischemic and hemorrhagic stroke and no significant difference between ischemic and hemorrhagic stroke. Nursing action counts also differed significantly (H = 16.73, P less than 0.001), highest in hemorrhagic stroke, intermediate in ischemic stroke, and lowest in TIA. In a sensitivity analysis standardized by length of stay, nursing intensity still differed significantly across categories (H = 12.999, P = 0.002), though the pattern differed from the cumulative counts. The authors conclude that standardized nursing data may complement medical indicators by capturing additional dimensions of patient needs and care delivery in people with stroke.

Why this matters for nurses

Stroke subtypes are usually described by their medical severity, but the day-to-day nursing workload they generate is less well quantified. This study may matter for neuro and stroke nurses because it uses standardized nursing language to show that hemorrhagic stroke tends to demand the most nursing actions, which can inform how acuity and assignments are weighed on the unit.

Bedside takeaway

Worth knowing that in a 728-admission records study, hemorrhagic stroke was linked to the highest bedside nursing intensity and TIA the lowest, so stroke subtype may track with how much hands-on nursing a patient needs.

Explain this for my unit

Key takeaways

  • The study reviewed 728 acute-care stroke hospitalizations (429 ischemic, 236 hemorrhagic, and 63 TIA), with 4,136 nursing diagnoses and 27,528 nursing actions recorded.
  • Nursing complexity, measured as nursing diagnoses within 24 hours of admission, differed across subtypes (F = 5.81, P = 0.003), with TIA lower than both stroke types and no significant difference between ischemic and hemorrhagic stroke.
  • Nursing intensity, measured as nursing actions during the stay, followed a clear gradient (H = 16.73, P less than 0.001): highest in hemorrhagic stroke, intermediate in ischemic stroke, and lowest in TIA.
  • Nursing intensity still differed after standardizing by length of stay (H = 12.999, P = 0.002), suggesting the gradient is not just a function of longer admissions.

Practice implications

  • For neuroscience and stroke nurses, the findings reinforce that hemorrhagic stroke patients tend to carry the heaviest hands-on nursing load, while TIA patients generally require the least, which can help teams anticipate workload and advocate for appropriate assignments. Because complexity was similar between ischemic and hemorrhagic stroke while intensity was not, the number of nursing problems on admission may not, on its own, predict how much bedside work a stroke patient will need.

Limitations & cautions

  • This was a single-center retrospective study using routinely collected data and ICD-9-CM coding, so its findings depend on local documentation practices and may not generalize to other hospitals or nursing languages. It measured counts of nursing diagnoses and actions rather than patient outcomes, so it does not show whether higher nursing intensity changed how patients fared.
  • AI-summarized from the linked source. Review the original article before applying to practice.

Citations

Exact source links

Public citations are filtered to exact credible source pages. Homepage-only or invalid links stay in admin review and are not shown here.

Brain Sciences (PubMed)

Brain Sciences (PubMed). Differences in Nursing Complexity and Intensity Across Stroke Subtypes: A Retrospective Study Using Standardized Nursing Language.

Open original source

https://pubmed.ncbi.nlm.nih.gov/42192784/

Professional education only

This summary does not replace clinical judgment, facility policy, provider orders, or official guidelines. Verify practice changes against the original source and local protocol.

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