Predictors of Outcomes in Cerebellar Stroke: A Retrospective Cohort Study From the National Inpatient Sample Data

Ankita Prasad1, Vinod Nookala2, Riddhi Machchar3

  • 1Pediatrics, NewYork-Presbyterian Brooklyn Methodist Hospital, New York, USA.

Cureus
|July 11, 2024
PubMed

Insights

Older age and specific patient characteristics significantly predict mortality and costs in cerebellar stroke patients. Factors like insurance type and admission route also impact outcomes, highlighting areas for improved patient care and resource allocation.

Area of Science:

  • Neurology
  • Public Health
  • Health Services Research

Background:

  • Cerebellar strokes pose significant morbidity and mortality risks due to potential complications like bleeding and edema, which can increase intracranial pressure.
  • Understanding predictors of outcomes in cerebellar stroke patients is crucial for improving patient management and healthcare resource allocation.

Purpose of the Study:

  • To identify predictors of in-hospital mortality, length of hospital stay (LOS), and total hospitalization costs following a cerebellar stroke.
  • To analyze trends in LOS and costs for cerebellar stroke patients between 2010 and 2015.

Main Methods:

  • Retrospective cohort study utilizing data from the National Inpatient Sample (NIS) database.
  • Analysis included 464,324 adult patients hospitalized with cerebellar strokes between 2010 and 2015 in US hospitals.
  • Statistical methods were used to identify significant predictors of mortality, LOS, and costs.

Main Results:

  • Mortality significantly increased with age, with those 80+ years having 5.65 odds of death. Older age, female sex, and transfer from another facility were associated with higher mortality.
  • Black, Hispanic, and Asian patients, as well as females and those in the Midwest, South, and West regions, had lower mortality rates compared to white populations and the Northeast.
  • In-hospital mortality was linked to longer LOS and higher costs. LOS and costs decreased from 2010 to 2015, but increased costs were observed for non-whites, males, and those with higher comorbidity indices.

Conclusions:

  • Patient age, sex, race, admission source, and comorbidities are significant predictors of cerebellar stroke outcomes.
  • Insurance type and geographic location also play a role in mortality, LOS, and costs, indicating potential disparities in care.
  • While LOS and costs have decreased, targeted interventions may further optimize outcomes and reduce healthcare expenditures for this patient population.