Back

Trends in hospitalization rates for ocular diseases in Brazil

Dutra, I.; Soares, V. R.; Carvalho, L. M.

2026-05-21 epidemiology
10.64898/2026.05.18.26353540 medRxiv
Show abstract

This study mapped the age- and region-specific risks of eye diseases in the Brazilian population, evaluating temporal trends and geographical inequalities in access to healthcare. Secondary data from DATASUS, covering the 27 Brazilian federative units from 2010 to 2024, were used, employing hierarchical negative binomial regression. A significant national increase in hospital admission rates was observed during the studied period, with increases of 160.8% for retinopathy, 126.4% for eye and appendage diseases, and 122.8% for glaucoma. State-level heterogeneity was extreme, with variations spanning from -93.1% to +3588% for glaucoma, for example. Even so, regional disparities were observed throughout the period; the South region reported an average 43.2% higher than the national average for retinopathies, and the Southeast 28.5% higher for eye and adnexal diseases, while the North region reported the lowest rates. Projections up to 2036 predict a further national increase of up to +377.0% for retinopathies, with interventions covering more than an order of magnitude. In addition to the temporal projection, rates in state, age, and year components on a logarithmic scale with calibrated uncertainty were verified. Out-of-sample tests show that the chosen modeling outperforms the last observed value maintenance method and naive linear extrapolation in all three diseases considered. Thus, the escalating, age-driven burden of ophthalmological diseases and profound geographic disparities highlight an urgent need to decentralize specialized care and target resource allocation within the public health system.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

1
PLOS ONE
4510 papers in training set
Top 9%
18.7%
2
Frontiers in Medicine
113 papers in training set
Top 0.1%
12.4%
3
Scientific Reports
3102 papers in training set
Top 6%
10.2%
4
Frontiers in Public Health
140 papers in training set
Top 0.8%
6.4%
5
Journal of Clinical Medicine
91 papers in training set
Top 0.7%
4.9%
50% of probability mass above
6
International Journal of Environmental Research and Public Health
124 papers in training set
Top 2%
3.1%
7
The American Journal of Tropical Medicine and Hygiene
60 papers in training set
Top 2%
2.4%
8
BMC Health Services Research
42 papers in training set
Top 1%
1.7%
9
Science of The Total Environment
179 papers in training set
Top 3%
1.7%
10
Communications Medicine
85 papers in training set
Top 0.3%
1.5%
11
Eurosurveillance
80 papers in training set
Top 1.0%
1.2%
12
Swiss Medical Weekly
12 papers in training set
Top 0.2%
1.2%
13
PLOS Global Public Health
293 papers in training set
Top 4%
1.2%
14
BMC Public Health
147 papers in training set
Top 4%
1.2%
15
eLife
5422 papers in training set
Top 50%
1.1%
16
British Journal of Cancer
42 papers in training set
Top 1%
1.0%
17
BMC Medicine
163 papers in training set
Top 5%
1.0%
18
International Journal of Epidemiology
74 papers in training set
Top 2%
0.9%
19
Epidemiology and Infection
84 papers in training set
Top 3%
0.8%
20
Disaster Medicine and Public Health Preparedness
16 papers in training set
Top 2%
0.8%
21
International Journal of Infectious Diseases
126 papers in training set
Top 3%
0.8%
22
Journal of Global Health
18 papers in training set
Top 0.7%
0.7%
23
Nature Communications
4913 papers in training set
Top 64%
0.7%
24
Healthcare
16 papers in training set
Top 2%
0.7%
25
Spatial and Spatio-temporal Epidemiology
10 papers in training set
Top 0.3%
0.6%
26
PeerJ
261 papers in training set
Top 17%
0.6%
27
BMJ Global Health
98 papers in training set
Top 3%
0.6%
28
European Journal of Public Health
20 papers in training set
Top 1%
0.6%
29
PLOS Computational Biology
1633 papers in training set
Top 29%
0.5%