Development of an Index to Assess COVID-19 Hospital Care Installed Capacity in the 450 Brazilian Health Regions.

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.

Factors associated with people's behavior in social isolation during the COVID-19 pandemic. / Fatores associados ao comportamento da população durante o isolamento social na pandemia de COVID-19.

This paper presents the results of an opinion poll conducted in Brazil on the perception of social isolation during the COVID-19 pandemic. The questionnaire was prepared on Google Forms, disseminated through social networks, with questions about the socioeconomic profile and factors associated with isolation. A non-probabilistic sample was obtained with 16,440 respondents. Data were analyzed using the Stata 13 software. Social interaction was the most affected aspect among people with higher education and income (45.8%), and financial problems caused a more significant impact (35%) among people with low income and education. Those who practice some physical activity showed lower levels of stress 13%, as well as greater normality in sleep 50.3%. People who reported living in worse habitability conditions reported willingness to remain isolated for less time, 73.9%. Among non-isolated people (10.7% of the total sample), 75.8% believe that social isolation will reduce the number of victims of COVID-19. We conclude, based on this sample, that the perception about social isolation as a pandemic mitigation action varies by income, education, age, and gender. However, most believe that it is the most appropriate control measure and are willing to wait as long as necessary to contribute to the fight against COVID-19.

O artigo apresenta resultados da pesquisa de opinião realizada no Brasil sobre a percepção do isolamento social durante a pandemia de COVID-19. O questionário foi elaborado no Google Forms, disseminado por redes sociais, com questões sobre o perfil socioeconômico e fatores associados ao isolamento. Obteve-se uma amostra com 16.440 respondentes. Os dados foram analisados no software Stata 13. O convívio social foi o aspecto mais afetado entre pessoas com maior escolaridade e renda 45,8%, para pessoas de baixas renda e escolaridade, problemas financeiros provocam maior impacto 35%. Os que praticam atividade física revelaram menores níveis de estresse 13%, bem como uma maior normalidade no sono 50,3%. Pessoas que referiram residir em piores condições de habitabilidade, informaram disposição a permanecer menos tempo isoladas 73,9%. Dentre as pessoas que não estão isoladas (10,7% do total), 75,8% acredita que o isolamento social reduzirá o número de vítimas da COVID-19. Concluímos, que a percepção das pessoas quanto ao isolamento social como medida de mitigação da pandemia, varia conforme a renda, escolaridade, idade e sexo, porém a maior parte acredita que se trata da medida de controle mais indicada e estão dispostas a esperar o tempo que for necessário para contribuir com o enfrentamento à COVID-19.

Geographical variation in demand, utilization, and outcomes of hospital services for COVID-19 in Brazil: A descriptive serial cross-sectional study.

OBJECTIVE: To analyze the geographical variation in the provision of health services, namely in demand, patterns of utilization, and effectiveness in the Brazilian Health Regions in four different periods of the COVID-19 pandemic, from February 2020 to March 2021. METHODS: Descriptive serial cross-sectional study based on secondary data on COVID-19 hospitalizations from SIVEP-Gripe, a public and open-access database of Severe Acute Respiratory Illness records collected by the Brazilian Ministry of Health, and COVID-19 case notification data from Brasil.io, a repository of public data. Fifty-six epidemiological weeks were split into four periods. The following variables were considered for each Brazilian Health Region, per period: number of hospitalizations, hospitalizations per 100,000 inhabitants, hospitalizations per 100 new cases notified in the Health Region, percentage of hospitalizations with ICU use, percentages of hospitalizations with invasive and non-invasive ventilatory support, percentage of hospitalizations resulting in death and percentage of hospitalizations with ICU use resulting in death. Descriptive statistics of the variables were obtained across all 450 Health Regions in Brazil over the four defined pandemic periods. Maps were generated to capture the spatiotemporal variation and trends during the first year of the COVID-19 pandemic in Brazil. RESULTS: There was great variation in how COVID-19 hospitalizations grew and spread among Health Regions, with higher numbers between June and August 2020, and, especially, from mid-December 2020 to March 2021. The variation pattern in the proportion of ICU use in the hospitalizations across the Health Regions was broad, with no intensive care provision in large areas in the North, Northeast, and Midwest. The proportions of hospitalizations and hospitalizations with ICU use resulting in deaths were remarkably high, reaching medians of 34.0% and 62.0% across Health Regions, respectively. CONCLUSION: The Heath Regions in Brazil are highly diverse, showing broad disparities in the capacity to respond to the demands imposed by COVID-19, services provided, use and outcomes.

Fatores associados ao comportamento da população durante o isolamento social na pandemia de COVID-19

Resumo O artigo apresenta resultados da pesquisa de opinião realizada no Brasil sobre a percepção do isolamento social durante a pandemia de COVID-19. O questionário foi elaborado no Google Forms, disseminado por redes sociais, com questões sobre o perfil socioeconômico e fatores associados ao isolamento. Obteve-se uma amostra com 16.440 respondentes. Os dados foram analisados no software Stata 13. O convívio social foi o aspecto mais afetado entre pessoas com maior escolaridade e renda 45,8%, para pessoas de baixas renda e escolaridade, problemas financeiros provocam maior impacto 35%. Os que praticam atividade física revelaram menores níveis de estresse 13%, bem como uma maior normalidade no sono 50,3%. Pessoas que referiram residir em piores condições de habitabilidade, informaram disposição a permanecer menos tempo isoladas 73,9%. Dentre as pessoas que não estão isoladas (10,7% do total), 75,8% acredita que o isolamento social reduzirá o número de vítimas da COVID-19. Concluímos, que a percepção das pessoas quanto ao isolamento social como medida de mitigação da pandemia, varia conforme a renda, escolaridade, idade e sexo, porém a maior parte acredita que se trata da medida de controle mais indicada e estão dispostas a esperar o tempo que for necessário para contribuir com o enfrentamento à COVID-19. This paper presents the results of an opinion poll conducted in Brazil on the perception of social isolation during the COVID-19 pandemic. The questionnaire was prepared on Google Forms, disseminated through social networks, with questions about the socioeconomic profile and factors associated with isolation. A non-probabilistic sample was obtained with 16,440 respondents. Data were analyzed using the Stata 13 software. Social interaction was the most affected aspect among people with higher education and income (45.8%), and financial problems caused a more significant impact (35%) among people with low income and education. Those who practice some physical activity showed lower levels of stress 13%, as well as greater normality in sleep 50.3%. People who reported living in worse habitability conditions reported willingness to remain isolated for less time, 73.9%. Among non-isolated people (10.7% of the total sample), 75.8% believe that social isolation will reduce the number of victims of COVID-19. We conclude, based on this sample, that the perception about social isolation as a pandemic mitigation action varies by income, education, age, and gender. However, most believe that it is the most appropriate control measure and are willing to wait as long as necessary to contribute to the fight against COVID-19.