Related Experiment Video
Updated: Jan 21, 2026

Author Spotlight: Innovative Techniques and Future Directions in Stroke Research
Published on: May 5, 2023
Hospitalization of the aged due to stroke: An ecological perspective
Marcelo de Jesus Carlos1, Ana Carolina Lima Cavaletti1, Célia Pereira Caldas1,2
1Postgraduate Program in Medical Sciences, Medical Science College, Rio de Janeiro State University, Rio de Janeiro, Rio de Janeiro State, Brazil.
Abstract:
Contextual variables have been associated with the incidence of stroke, but their association with hospitalization of older persons remains unclear. This study evaluated the association between social context variables and hospitalization of 60 years old and older patients due to stroke in Rio de Janeiro, Brazil. An ecological cross-sectional study was conducted, with secondary data from the Brazilian Hospital Information System from 2006 to 2014. Hospitalization rates were calculated and categorized by tertiles. For subsequent analyzes, the polar extremes method was used to select the groups with extremes values. After that, Student t or Mann-Whitney tests were used to compare the contextual variables and the hospitalization rates clusters. Then, a Binary Logistic Regression analysis was used to assess the association between hospitalization rates clusters and the contextual variables. The total number of hospitalizations was 82 796; the hospitalization rate varied in extremes groups from the lowest (3.49) to the highest (11.95) (p<0.001). The highest rates group was positively associated with the proportion of elderly (p<0.001), the illiteracy rate of the aged (p = 0.01), primary care coverage (p<0.001) and ambulatory care for hypertension and diabetes, while the income ratio showed negative association with the highest rates of hospitalization (p = 0.01). In the multivariate analysis, only the proportion of elderly (OR = 1.55; 95%CI 1.07-2.25), primary care coverage (OR = 1.05; 95%CI 1.01-1.11) and income ratio (OR = 0.82; 95%CI 0.67-0.99) maintained the association. In conclusion, contextual variables in the three dimensions studied were associated with the rate of hospitalization of aged due to stroke in the municipalities in Rio de Janeiro State. Transitional care and other improvements in both the health care and social services are demanded.
Related Concept Videos
Ecological Disturbance
Hospitals-II
Nurses that work in...
Ecological Succession
Ecological Niches
Hospitals-I
Psychodynamic Perspectives on Personality
Psychodynamic theorists argue that unconscious...

