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Development of an Index to Assess COVID-19 Hospital Care Installed Capacity in the 450 Brazilian Health Regions
Claudia Cristina de Aguiar Pereira1, Fernando Ramalho Gameleira Soares1,2, Carla Jorge Machado3
1Fundação Oswaldo Cruz (FIOCRUZ), Escola Nacional de Saúde Pública, Rio de Janeiro, Brazil.
Insights
Brazilian hospitals showed increased capacity to handle COVID-19 cases in 2020, but significant regional disparities in installed capacity index (ICI) persisted, particularly in the Northeast and North.
Area of Science:
- Public Health
- Health Services Research
- Epidemiology
Background:
- The COVID-19 pandemic presented unprecedented challenges to healthcare systems globally.
- Assessing hospital capacity is crucial for effective pandemic response and resource allocation.
- Brazil's vast and diverse geography necessitates regional analysis of healthcare capabilities.
Purpose of the Study:
- To evaluate the Brazilian health system's capacity to manage COVID-19 cases in 2020.
- To measure hospital resources including beds, equipment, and personnel across 450 Health Regions.
- To identify regional disparities in healthcare preparedness for the pandemic.
Main Methods:
- Longitudinal analysis of National Register of Health Facilities (CNES) data from January to December 2020.
- Assessment of healthcare professionals, hospital beds (clinical, intermediate, ICU), and medical equipment.
- Calculation of a synthetic Installed Capacity Index (ICI) using multivariate principal component analysis.
Main Results:
- A general increase in assessed hospital resources and the ICI was observed throughout 2020.
- Significant regional inequalities in hospital capacity were identified, with lower ICI values concentrated in the Northeast and North regions.
- Regions with higher baseline capacity in January 2020 showed a more pronounced increase in ICI.
Conclusions:
- Brazil's health regions exhibit considerable inequalities in hospital capacity to address COVID-19.
- The findings highlight the need for targeted interventions to strengthen healthcare infrastructure in underserved regions.
- Continued monitoring of the ICI is recommended for ongoing pandemic management and future preparedness.
Objective:
The article seeks to assess the Brazilian health system ability to respond to the challenges imposed by the coronavirus disease 2019 (COVID-19) pandemic by measuring the capacity of Brazilian hospitals to care for COVID-19 cases in the 450 Health Regions of the country during the year 2020. Hospital capacity refers to the availability of hospital beds, equipment, and human resources.
Methods:
We used longitudinal data from the National Register of Health Facilities (CNES) regarding the availability of resources necessary to care for patients with COVID-19 in inpatient facilities (public or private) from January to December 2020. Among the assessed resources are health professionals (certified nursing assistants, nurses, physical therapists, and doctors), hospital beds (clinical, intermediate care, and intensive care units), and medical equipment (computed tomography scanners, defibrillators, electrocardiograph monitors, ventilators, and resuscitators). In addition to conducting a descriptive analysis of absolute and relative data (per 10,000 users), a synthetic indicator named Installed Capacity Index (ICI) was calculated using the multivariate principal component analysis technique to assess hospital capacity. The indicator was further stratified into value ranges to understand its evolution.
Results:
There was an increase in all selected indicators between January and December 2020. It was possible to observe differences between the Northeast and North regions and the other regions of the country; most Health Regions presented low ICI. The ICI increased between the beginning and the end of 2020, but this evolution differed among Health Regions. The average increase in the ICI was more evident in the groups that already had considerably high baseline capacity in January 2020.
Conclusions:
It was possible to identify inequalities in the hospital capacity to care for patients affected by COVID -19 in the Health Regions of Brazil, with a concentration of low index values in the Northeast and North of the country. As the indicator increased throughout the year 2020, inequalities were also observed. The information here provided may be used by health authorities, providers, and managers in planning and adjusting for future COVID-19 care and in dimensioning the adequate supply of hospital beds, health-care professionals, and devices in Health Regions to reduce associated morbidity and mortality. We recommend that the ICI continue to be calculated in the coming months of the pandemic to monitor the capacity in the country's Health Regions.
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