Prevalência e fatores associados à covid-19 grave em adultos hospitalizados no estado do paraná / Prevalence and factors associated with severe covid-19 in adults hospitalized in the state of paraná / Prevalencia y factores asociados a la covid-19 grave en adultos hospitalizados en el estado de paraná

O presente estudo buscou analisar a prevalência e os fatores associados à necessidade de cuidados intensivos por adultos hospitalizados, devido à Covid-19, no estado do Paraná. Para atingir o objetivo proposto, realizou-se um estudo transversal com notificações compulsórias da Síndrome Respiratória Aguda Grave, associada à Covid-19. Na análise, foram aplicados modelos de regressão de Poisson em modelos univariados e multivariados, com associações estimadas por Razão de Prevalência. No período analisado, foram registradas 61.213 hospitalizações por Covid-19 no estado. Os pacientes possuíam, maioritariamente, entre 45 e 59 anos, sexo masculino, raça branca e sem fatores de risco/comorbidade. Os principais achados permitiram inferir que a gravidade e necessidade de cuidados intensivos foi associada à idade, sexo raça/cor, uso de imunizante contra gripe, diagnóstico de comorbidades prévias, ter apresentado sintomas moderados/graves e local de residência diferente do município de hospitalização. Ainda, os piores desfechos da Covid-19 foram influenciados por fatores sociodemográficos, clínicos e epidemiológicos, os quais estiveram relacionados à gravidade da doença e necessidade de cuidados intensivos. Assim sendo, identificou-se uma elevada prevalência de hospitalização em Unidades de Terapia Intensiva, diante características intrínsecas e extrínsecas aos indivíduos acometidos pela doença.

This study sought to analyze the prevalence and factors associated with the need for intensive care by adults hospitalized due to Covid-19 in the state of Paraná. To achieve the proposed objective, a cross-sectional study was carried out with compulsory notifications of Severe Acute Respiratory Syndrome associated with Covid-19. In the analysis, Poisson regression models were applied in univariate and multivariate models, with associations estimated by Prevalence Ratio. In the period analyzed, 61,213 hospitalizations due to Covid-19 were recorded in the state. The majority of patients were between 45 and 59 years old, male, white and had no risk factors/comorbidities. The main findings allowed us to infer that the severity and need for intensive care was associated with age, gender, race/color, use of influenza immunization, diagnosis of previous comorbidities, having presented moderate/severe symptoms and place of residence other than the municipality of hospitalization. Furthermore, the worst Covid-19 outcomes were influenced by sociodemographic, clinical and epidemiological factors, which were related to the severity of the disease and the need for intensive care. Therefore, a high prevalence of hospitalization in Intensive Care Units was identified, given the intrinsic and extrinsic characteristics of individuals affected by the disease.

Este estudio buscó analizar la prevalencia y los factores asociados a la necesidad de cuidados intensivos por adultos hospitalizados debido al Covid-19 en el estado de Paraná. Para alcanzar el objetivo propuesto, se realizó un estudio transversal con notificaciones obligatorias de Síndrome Respiratorio Agudo Severo asociado a Covid-19. Se aplicaron modelos de regresión de Poisson en modelos univariados y multivariados, con asociaciones estimadas por Razón de Prevalencia. En el periodo analizado, se registraron 61.213 hospitalizaciones por Covid-19 en el estado. La mayoría de los pacientes tenían entre 45 y 59 años, eran varones, de raza blanca y no presentaban factores de riesgo/comorbilidades. Los principales hallazgos permitieron inferir que la gravedad y la necesidad de cuidados intensivos se asociaron a la edad, el sexo, la raza/color, el uso de la vacuna antigripal, el diagnóstico de comorbilidades previas, haber presentado síntomas moderados/graves y el lugar de residencia distinto al municipio de hospitalización. Además, los peores resultados del Covid-19 se vieron influidos por factores sociodemográficos, clínicos y epidemiológicos, que estaban relacionados con la gravedad de la enfermedad y la necesidad de cuidados intensivos. Por tanto, se identificó una elevada prevalencia de hospitalización en Unidades de Cuidados Intensivos, dadas las características intrínsecas y extrínsecas de los individuos afectados por la enfermedad.

Long COVID among Brazilian Adults and Elders 12 Months after Hospital Discharge: A Population-Based Cohort Study.

The persistence of symptoms for more than three months following infection with severe acute respiratory syndrome coronavirus 2 is referred to as "Long COVID". To gain a deeper understanding of the etiology and long-term progression of symptoms, this study aims to analyze the prevalence of Long COVID and its associated factors in a cohort of Brazilian adults and elders, twelve months after hospital discharge. An observational, prospective, and follow-up study was performed with a cohort of adults and older adults diagnosed with COVID-19 in 2020 in the State of Paraná, Brazil. Twelve months after hospital discharge, patients answered a phone questionnaire about the persistence of symptoms after three levels of exposure to COVID-19's acute phase (ambulatory, medical ward, and intensive care unit). According to the characteristics of participants, the prevalence of Long COVID-19 was calculated, and logistic regression analyses were conducted. We analyzed data from 1822 participants (980 adults [≥18-<60 years] and 842 older people [≥60 years]) across three exposure levels. The overall Long COVID prevalence was 64.2%. Long COVID was observed in 646 adults (55%; of which 326 were women) and 523 older people (45%; of which 284 were women). Females had a higher prevalence of long-term symptoms (52%) compared with men. The most common post-COVID-19 conditions in the 12-month follow-up were neurological (49.8%), followed by musculoskeletal (35.1%) and persistent respiratory symptoms (26.5%). Male individuals were less likely to develop Long COVID (aOR = 0.50). Other determinants were also considered risky, such as the presence of comorbidities (aOR = 1.41). Being an adult and having been hospitalized was associated with the development of Long COVID. The risk of developing Long COVID was twice as high for ward patients (aOR = 2.53) and three times as high for ICU patients (aOR = 3.56) when compared to non-hospitalized patients. Presenting clinical manifestations of digestive (aOR = 1.56), endocrine (aOR = 2.14), cutaneous (aOR = 2.51), musculoskeletal (aOR = 2.76) and psychological systems (aOR = 1.66) made adults more likely to develop Long COVID. Long COVID was present in a large proportion of people affected by the SARS-CoV-2 infection. Presence of Long COVID symptoms displayed a dose-response relationship with the level of disease exposure, with a greater prevalence of symptoms associated with the severe form in the acute period.

Structure and process in primary health care for children and spatial distribution of infant mortality.

OBJECTIVE: To identify the spatial patterns of the quality of the structure of primary health care services and the teams' work process and their effects on infant mortality in Brazil. METHODS: An ecological study of spatial aggregates, using the 5,570 municipalities in Brazil as the unit of analysis. Secondary databases from the Programa Nacional de Melhoria do Acesso e Qualidade da Atenção Básica (PMAQ-AB - National Program for Improving Access and Quality of Primary Care), the Mortality Information System (SIM), and the Live Birth Information System (SINASC) were used. In 2018, the infant mortality rate was the outcome of the study, and the exposure variables were the proportion of basic health units (BHU) with adequate structure and work processes. Global and local Moran's indices were used to evaluate the degree of dependence and spatial autocorrelation. Spatial linear regression was used for data analysis. RESULTS: In 2018, in Brazil, the infant mortality rate was 12.4/1,000 live births, ranging from 10.6/1,000 and 11.2/1,000 in the South and Southeast, respectively, to 14.1/1,000 and 14.5/1,000 in the Northeast and North regions, respectively. The proportion of teams with an adequate work process (ß = -3.13) and the proportion of basic health units with an adequate structure (ß = -0.34) were associated with a reduction in the infant mortality rate. Spatial autocorrelation was observed between smoothed mean infant mortality rates and indicators of the structure of primary health care services and the team's work process, with higher values in the North and Northeast of Brazil. CONCLUSIONS: There is a relationship between the structure of primary health care services and the teams' work process with the infant mortality rate. In this sense, investment in the qualification of health care within the scope of primary health care can have an impact on reducing the infant mortality rate and improving child health care.

Evolution of the availability of Information and Communication Technologies in primary health care in Brazil, 2012 to 2018.

OBJECTIVE: To verify the evolution of the availability of information and communication technology equipment and inputs in primary health care services that participated in the external evaluation of the Access and Quality Improvement Program in Primary Care and its distribution according to context characteristics social and geographic. METHODS: Cross-sectional study, analyzed the distribution of information and communication technology equipment in basic health units in Brazil, during the three cycles (2012 to 2018) of the Program for Improving Access and Quality in Primary Care. The variables were examined at the municipal level and stratified by geopolitical region. Univariate analysis was performed, using the chi-square test and testing the distributions of exposures among themselves and between the outcome and exposures. RESULTS: The availability of information and communication technology equipment increased from 9.4% (2012) to 17.5% (2018), with emphasis on the Southeast and South regions, in municipalities with a population size of up to 10,000 inhabitants², with greater family health coverage and high/very high HDI-M. Over the period from 2012 to 2018, basic units joined the program and increased availability of information and communication technologies, such as Internet access, which ranged from 45.2% (n=6,249) to 74.0% (n=21,423), with emphasis on the Northeast region, which increased from 19.1% (n=970) to 58.8% (n=7,087). CONCLUSION: Investment in technologies and constant evaluation of primary care in the country is necessary, contributing to its strengthening.

Factors associated with hospitalizations and deaths of pregnant women from Paraná due to COVID-19: a cross-sectional study.

OBJECTIVE: To analyze the factors associated with hospitalization in the ward and intensive care unit (ICU), and with death from COVID-19 in pregnant women with confirmed cases. METHODS: Observational, cross-sectional study, carried out with data from pregnant women with a confirmed case of COVID-19 from the Influenza Epidemiological Surveillance Information System and the Paraná's state COVID-19 notification system. The association between the independent and dependent variables (hospitalization in the ward and ICU, and death) was investigated using the Poisson regression model with robust variance. RESULTS: 4,719 pregnant women comprised the study population. 9.6 and 5.1% were hospitalized in wards and ICU, respectively. 1.9% died. There was an association between advanced maternal age and hospitalization in wards (PR=1.36; 95%CI 1.10-1.62) and ICU (PR=2.25; 95%CI 1.78-2.71), and death (PR=3.22; 95%CI 2.30-4.15). An association was found between the third trimester and hospitalization in wards (PR=5.06; 95%CI 2.82-7.30) and ICU (PR=6.03; 95%CI 3.67-8.39) and death (PR=13.56; 95%CI 2.90-24.23). The second trimester was associated with ICU admission (PR=2.67; 95%CI 1.36-3.99). Pregnant women with cardiovascular disease had a higher frequency of hospitalization in wards (PR=2.24; 95%CI 1.43-3.05) and ICU (PR=2.66; 95%CI 1.46-3.87). Obesity was associated with ICU admission (PR=3.79; 95%CI 2.71-4.86) and death (PR=5.62; 95%CI 2.41-8.83). CONCLUSIONS: Advanced maternal age, the end of the gestational period and comorbidities were associated with severe COVID-19.

Prevalence and factors associated with the death of older people hospitalized due to Covid-19 in the state of Paraná.

OBJECTIVE: To estimate the prevalence and to analyze the factors associated with the death of older people hospitalized due to Covid-19 in the state of Paraná. METHOD: Cross-sectional study conducted with secondary data from older people with a positive diagnosis of Covid-19 living in the State of Paraná, collected from March 1, 2020 to August 31, 2021. Prevalence ratios were obtained by adjusting the regression model. RESULTS: A total of 16,153 deaths of older people hospitalized in the State of Paraná were analyzed. The adjusted model revealed an association between death and some factors such as: belonging to the age group of 75 to 84 years (PR = 1.28; CI95% = 1.24-1.32) and 85 years or over (PR = 1.52; CI95% = 1.45-1.59); male (PR = 1.17; CI95% = 1.13-1.21); obesity (PR = 1.23; CI95% = 1.16-1.29); other morbidities (PR = 1.25; CI95% = 1.20-1.30); and having used ventilatory support (PR = 2.60; CI95% = 2.33-2.86). Older people vaccinated against influenza had a probability of death reduced by 11% (PR = 0.89; CI95% = 0.86-0.93). CONCLUSION: The association of age, sex, and diagnosis of previous comorbidities with unfavorable outcomes from Covid-19 was identified. Having received the flu vaccine provided protection to elderly people who contracted SARS-CoV-2.

Trends in the quality of child health care in the first week of life in primary care services in Brazil. / Tendências na qualidade da atenção à saúde da criança na primeira semana de vida na Atenção Primária no Brasil.

The aim of this study was to assess temporal trends in the quality of health care during the first-week child check-up in primary care services stratified by municipal, health team and maternal characteristics. We conducted a cross-sectional study using data from the three cycles of the National Program for the Improvement of Access and Quality (PMAQ) (2012, 2014 and 2018). Adult service users with children aged up to 2 were interviewed. The outcome was "good quality health care in the first week of life". Descriptive and time trend analyses were performed using variance-weighted least squares regression. The frequency of good quality care during the first-week check-up was 47.9% (95%CI 46.6-49.3) in 2012, 52.5% (95%CI 51.3-53.7) in 2014 and 53.3% (95%CI 52.2-54.4) in 2018, with an annual increase of 0.73 pp (p<0.001). The annual increase was greater in the Northeast (2.06 pp) and in municipalities with very low/low HDI (1.48 pp) and 100% family health strategy coverage (0.98 pp). Trends in the frequency of good quality health care during the first-week child check-up were favorable.

O objetivo deste estudo foi avaliar a tendência temporal da qualidade da atenção à saúde da criança na consulta da primeira semana de vida no nível da Atenção Primária à Saúde, segundo características dos municípios, do processo de trabalho das equipes e das usuárias responsáveis pelas crianças. Foram realizadas análises transversais com dados dos três ciclos do Programa Nacional de Melhoria do Acesso e da Qualidade (PMAQ) (2012, 2014 e 2018). Usuá­rias adultas com filhos de até dois anos foram entrevistadas. O desfecho foi a "boa qualidade da atenção à saúde na primeira semana de vida". Foram realizadas análises descritivas e de tendência temporal por meio de regressão de mínimos quadrados ponderados por variância. A frequên­cia de boa qualidade na consulta da primeira semana de vida foi 47,9% (IC95% 46,6-49,3) em 2012, 52,5% (IC95% 51,3-53,7) em 2014 e 53,3% (IC95% 52,2-54,4) em 2018, com um aumento anual de 0,73 ponto percentual (p<0,001). O aumento anual foi maior na região Nordeste (2,06 pp) e com IDH muito baixo/baixo (1,48 pp) e com 100% de cobertura de ESF (0,98 pp). Ao longo dos três ciclos do PMAQ-AB houve uma evolução favorável na frequência da boa qualidade na atenção à saúde na primeira semana de vida.

The use of Information and Communication Technologies in Primary Health Care in Brazil - the period of 2014 to 2018. / O uso de Tecnologias de Informação e Comunicação em Saúde na Atenção Primária à Saúde no Brasil, de 2014 a 2018.

Information and Communication Technologies in Health allow the storage and processing of digital data, access to information and remote communications. The objective of this article was to describe the use of these Technologies to support clinical practice and continuing education by primary health care teams in Brazil the period of 2014 to 2018, within the scope of the Access and Quality Improvement Program Basic, according to characteristics of the geopolitical context. It's a cross-sectional study that analyzed the data collected from the teams of the Basic Health Units. A growing use by the teams of Telehealth resources, the Telemedicine University Network and the Open University of the Unified Health System was observed to aid clinical practice and permanent health education. In the North and Northeast regions, the use of these Technologies doubled, from cycle II to cycle III. The need for investments in infrastructure, human resources in Primary Health Care, qualification and professional training is a way to strengthen the Unified Health System and its Health Care Network, contributing to a continuous flow of care, with quality and access universal.

As Tecnologias da Informação e Comunicação em Saúde permitem o armazenamento e processamento de dados digitais, acesso a informações e comunicações à distância. O objetivo deste artigo foi descrever a utilização destas tecnologias para o apoio à prática clínica e educação permanente pelas equipes de saúde da atenção primária à saúde do Brasil no período de 2014 a 2018, no âmbito do Programa de Melhoria do Acesso e da Qualidade na Atenção Básica, segundo características do contexto geopolítico. É um estudo transversal que analisou os dados coletados junto às equipes das Unidades Básicas de Saúde. Foi observada uma crescente utilização pelas equipes dos recursos da Telessaúde, Rede Universitária de Telemedicina e Universidade Aberta do Sistema Único de Saúde para auxílio à prática clínica e educação permanente em saúde. Nas regiões Norte e Nordeste o uso destas tecnologias dobrou, do ciclo II ao ciclo III. A necessidade de investimentos em infraestrutura, recursos humanos na Atenção Primária à Saúde, qualificação e formação profissional é um caminho para o fortalecimento do Sistema Único de Saúde e sua Rede de Atenção em Saúde, contribuindo para um fluxo de atendimento contínuo, com qualidade e acesso universal.

Perceived quality of life and associated factors in long COVID syndrome among older Brazilians: A cross-sectional study.

AIMS AND OBJECTIVES: This paper aims to: (a) determine the personal, sociodemographic, clinical, behavioural, and social characteristics of older Brazilians with clinical evidence of long COVID; (b) evaluate perceived quality of life and determine its association with personal, sociodemographic, behavioural, clinical and social variables; and (c) assess significant predictors of high perceived QoL. BACKGROUND: Given the inherent vulnerabilities of the ageing process, the older people are an at-risk group for both contagion of SARS-CoV-2 and the perpetuation of residual symptoms after infection, the so-called long COVID or post-COVID syndrome. DESIGN: A cross-sectional survey design using the STROBE checklist. METHODS: Brazilian older people with long COVID syndrome (n = 403) completed a phone survey measuring personal, sociodemographic, behavioural, clinical, and social characteristics, and perceived Quality of Life (QoL). Data were collected from June 2021-March 2022. A multiple linear regression model was performed to identify salient variables associated with high perceived QoL. RESULTS: The mean age of participants was 67.7 ± 6.6 years old. The results of the multivariate regression model showed that race, home ownership, daily screen time, musculoskeletal and anxiety symptoms, and work situation were the significant predictors of QoL among COVID-19 survivors. CONCLUSIONS: Knowledge about the persistence of physical, emotional, and social symptoms of COVID-19 can help nurses and other healthcare providers to improve the management of survivors, bringing benefits to the whole society. RELEVANCE TO CLINICAL PRACTICE: Given the novelty of long-COVID and its heterogeneous trajectory, interventions focusing on the repercussions and requirements unique to more vulnerable older persons should be developed and these aspects should be included in public health recommendations and policymakers' concerns. PATIENT OR PUBLIC CONTRIBUTION: No patient or public contribution was required to design, to outcome measures or undertake this research. Patients/members of the public contributed only to the data collection.

O uso de Tecnologias de Informação e Comunicação em Saúde na Atenção Primária à Saúde no Brasil, de 2014 a 2018 / The use of Information and Communication Technologies in Primary Health Care in Brazil - the period of 2014 to 2018

Resumo As Tecnologias da Informação e Comunicação em Saúde permitem o armazenamento e processamento de dados digitais, acesso a informações e comunicações à distância. O objetivo deste artigo foi descrever a utilização destas tecnologias para o apoio à prática clínica e educação permanente pelas equipes de saúde da atenção primária à saúde do Brasil no período de 2014 a 2018, no âmbito do Programa de Melhoria do Acesso e da Qualidade na Atenção Básica, segundo características do contexto geopolítico. É um estudo transversal que analisou os dados coletados junto às equipes das Unidades Básicas de Saúde. Foi observada uma crescente utilização pelas equipes dos recursos da Telessaúde, Rede Universitária de Telemedicina e Universidade Aberta do Sistema Único de Saúde para auxílio à prática clínica e educação permanente em saúde. Nas regiões Norte e Nordeste o uso destas tecnologias dobrou, do ciclo II ao ciclo III. A necessidade de investimentos em infraestrutura, recursos humanos na Atenção Primária à Saúde, qualificação e formação profissional é um caminho para o fortalecimento do Sistema Único de Saúde e sua Rede de Atenção em Saúde, contribuindo para um fluxo de atendimento contínuo, com qualidade e acesso universal.

Abstract Information and Communication Technologies in Health allow the storage and processing of digital data, access to information and remote communications. The objective of this article was to describe the use of these Technologies to support clinical practice and continuing education by primary health care teams in Brazil the period of 2014 to 2018, within the scope of the Access and Quality Improvement Program Basic, according to characteristics of the geopolitical context. It's a cross-sectional study that analyzed the data collected from the teams of the Basic Health Units. A growing use by the teams of Telehealth resources, the Telemedicine University Network and the Open University of the Unified Health System was observed to aid clinical practice and permanent health education. In the North and Northeast regions, the use of these Technologies doubled, from cycle II to cycle III. The need for investments in infrastructure, human resources in Primary Health Care, qualification and professional training is a way to strengthen the Unified Health System and its Health Care Network, contributing to a continuous flow of care, with quality and access universal.

Tendências na qualidade da atenção à saúde da criança na primeira semana de vida na Atenção Primária no Brasil / Trends in the quality of child health care in the first week of life in primary care services in Brazil

Resumo O objetivo deste estudo foi avaliar a tendência temporal da qualidade da atenção à saúde da criança na consulta da primeira semana de vida no nível da Atenção Primária à Saúde, segundo características dos municípios, do processo de trabalho das equipes e das usuárias responsáveis pelas crianças. Foram realizadas análises transversais com dados dos três ciclos do Programa Nacional de Melhoria do Acesso e da Qualidade (PMAQ) (2012, 2014 e 2018). Usuá­rias adultas com filhos de até dois anos foram entrevistadas. O desfecho foi a "boa qualidade da atenção à saúde na primeira semana de vida". Foram realizadas análises descritivas e de tendência temporal por meio de regressão de mínimos quadrados ponderados por variância. A frequên­cia de boa qualidade na consulta da primeira semana de vida foi 47,9% (IC95% 46,6-49,3) em 2012, 52,5% (IC95% 51,3-53,7) em 2014 e 53,3% (IC95% 52,2-54,4) em 2018, com um aumento anual de 0,73 ponto percentual (p<0,001). O aumento anual foi maior na região Nordeste (2,06 pp) e com IDH muito baixo/baixo (1,48 pp) e com 100% de cobertura de ESF (0,98 pp). Ao longo dos três ciclos do PMAQ-AB houve uma evolução favorável na frequência da boa qualidade na atenção à saúde na primeira semana de vida.

Abstract The aim of this study was to assess temporal trends in the quality of health care during the first-week child check-up in primary care services stratified by municipal, health team and maternal characteristics. We conducted a cross-sectional study using data from the three cycles of the National Program for the Improvement of Access and Quality (PMAQ) (2012, 2014 and 2018). Adult service users with children aged up to 2 were interviewed. The outcome was "good quality health care in the first week of life". Descriptive and time trend analyses were performed using variance-weighted least squares regression. The frequency of good quality care during the first-week check-up was 47.9% (95%CI 46.6-49.3) in 2012, 52.5% (95%CI 51.3-53.7) in 2014 and 53.3% (95%CI 52.2-54.4) in 2018, with an annual increase of 0.73 pp (p<0.001). The annual increase was greater in the Northeast (2.06 pp) and in municipalities with very low/low HDI (1.48 pp) and 100% family health strategy coverage (0.98 pp). Trends in the frequency of good quality health care during the first-week child check-up were favorable.

Hospitalização de idosos por COVID-19 no Paraná: uma análise de fatores associados / Hospitalización de personas mayores por COVID-19 en Paraná: un análisis de factores asociados / Hospitalization of elderly people due to COVID-19 in the State of Paraná, Brazil: analysis of associated factors

Resumo Objetivo Analisar a prevalência e os fatores associados à hospitalização de idosos com COVID-19 no estado do Paraná, PR, Brasil. Métodos Estudo transversal vinculado à coorte "Acompanhamento Longitudinal de adultos e idosos que receberam alta da internação hospitalar por COVID-19", realizado por meio de informações contidas nas fichas de notificação compulsória do Sistema de Informação de Agravos de Notificação. As análises foram realizadas através de frequências relativas e absolutas, com aplicação do teste de qui-quadrado adotado no modelo de regressão logística. A população do estudo englobou pessoas residentes no Estado do Paraná com idade de 60 anos ou mais, hospitalizadas por COVID-19 no período de março de 2020 a setembro de 2021. Resultados Foi identificada maior prevalência de hospitalização entre idosos com escolaridade igual ou maior a oito anos. Indivíduos não vacinados contra COVID-19 apresentaram maior chance de internação. O sexo masculino apresentou mais chance de admissão em Unidade de Terapia Intensiva em comparação com o sexo feminino. Doenças cardiovasculares, pneumopatia e obesidade aumentaram a prevalência da forma grave da doença. Conclusão Fatores tais como escolaridade e não adesão à vacinação contra COVID-19 podem aumentar o risco de hospitalização pela doença. Pessoas idosas do sexo masculino apresentam maior chance de hospitalização na UTI se comparadas às do sexo feminino; além disso, a não utilização de antivirais pode contribuir para o agravamento do estado de saúde.

Resumen Objetivo Analizar la prevalencia y los factores asociados a la hospitalización de personas mayores por COVID-19 en el estado de Paraná. Métodos Estudio transversal vinculado a la cohorte "Seguimiento longitudinal de adultos y personas mayores que recibieron alta de internación hospitalaria por COVID-19", realizado mediante información contenida en las fichas de notificación obligatoria del Sistema de Información de Agravios de Notificación. Los análisis fueron realizados a través de frecuencias relativas y absolutas, con aplicación de la prueba ji cuadrado adoptada en el modelo de regresión logística. La población del estudio incluyó personas residentes del estado de Paraná, de 60 años o más, hospitalizadas por COVID-19 en el período de marzo de 2020 a septiembre de 2021. Resultados Se identificó mayor prevalencia de hospitalización en personas mayores con escolaridad igual o mayor a ocho años. Individuos no vacunados contra COVID-19 presentaron mayor probabilidad de internación. El sexo masculino presentó más probabilidad de admisión en Unidad de Cuidados Intensivos en comparación con el sexo femenino. Enfermedades cardiovasculares, neumopatía y obesidad aumentaron la prevalencia de la forma grave de la enfermedad. Conclusión Factores tales como escolaridad y no adhesión a la vacunación contra COVID-19 pueden aumentar el riesgo de hospitalización por la enfermedad. Personas mayores de sexo masculino presentaron mayor probabilidad de hospitalización en la UCI al compararlas con las de sexo femenino. Además, la no utilización de antivirales puede contribuir al agravamiento del estado de salud.

Abstract Objective To analyze the prevalence and factors associated with hospitalization of elderly people with COVID-19 in the State of Paraná, PR, Brazil. Methods A cross-sectional study linked to the cohort "Longitudinal Monitoring of adults and elderly people who were discharged from hospital admission due to COVID-19", was carried out using information contained in the compulsory notification forms of the Notifiable Diseases Information System. Analyzes were carried out using relative and absolute frequencies, applying the chi-square test adopted in the logistic regression model. The study population included people aged 60 years or over and residing in the State of Paraná, who were hospitalized for COVID-19 from March 2020 to September 2021. Results A higher hospitalization prevalence was identified among elderly people with eight years of education or more. Individuals not vaccinated against COVID-19 had a greater chance of hospitalization. Males had a greater chance of admission to the Intensive Care Unit compared to females. Cardiovascular diseases, lung disease, and obesity have increased the prevalence of the severe form of the disease. Conclusion Factors such as education and non-adherence to vaccination against COVID-19 can increase the risk of hospitalization due to the disease. Elderly people of the male sex have a greater chance of hospitalization in the ICU compared to the female sex. Furthermore, not using antivirals can contribute to worsening health status.

Evolution of the availability of Information and Communication Technologies in primary health care in Brazil, 2012 to 2018 / Evolução da disponibilidade de Tecnologias de Informação e Comunicação na Atenção Primária à Saúde do Brasil, 2012 a 2018

ABSTRACT Objective: To verify the evolution of the availability of information and communication technology equipment and inputs in primary health care services that participated in the external evaluation of the Access and Quality Improvement Program in Primary Care and its distribution according to context characteristics social and geographic. Methods: Cross-sectional study, analyzed the distribution of information and communication technology equipment in basic health units in Brazil, during the three cycles (2012 to 2018) of the Program for Improving Access and Quality in Primary Care. The variables were examined at the municipal level and stratified by geopolitical region. Univariate analysis was performed, using the chi-square test and testing the distributions of exposures among themselves and between the outcome and exposures. Results: The availability of information and communication technology equipment increased from 9.4% (2012) to 17.5% (2018), with emphasis on the Southeast and South regions, in municipalities with a population size of up to 10,000 inhabitants², with greater family health coverage and high/very high HDI-M. Over the period from 2012 to 2018, basic units joined the program and increased availability of information and communication technologies, such as Internet access, which ranged from 45.2% (n=6,249) to 74.0% (n=21,423), with emphasis on the Northeast region, which increased from 19.1% (n=970) to 58.8% (n=7,087). Conclusion: Investment in technologies and constant evaluation of primary care in the country is necessary, contributing to its strengthening.

RESUMO Objetivo: Verificar a evolução da disponibilidade de equipamentos e insumos de tecnologia de informação e comunicação nos serviços de Atenção Primária à Saúde que participaram da avaliação externa do Programa de Melhoria do Acesso e da Qualidade na Atenção Básica e sua distribuição de acordo com características do contexto social e geográfico. Métodos: Estudo transversal, que analisou a distribuição de equipamentos de tecnologia de informação e comunicação nas unidades básicas de saúde do Brasil, durante os três ciclos (2012 a 2018) do Programa de Melhoria do Acesso e da Qualidade na Atenção Básica. As variáveis foram examinadas no nível dos municípios e estratificadas por região geopolítica. Realizou-se análise univariada, com o uso do teste χ2 e teste das distribuições das exposições entre si e entre o desfecho e as exposições. Resultados: A disponibilidade do conjunto de equipamentos de tecnologias de informação e comunicação evoluiu de 9,4% (2012) para 17,5% (2018), com destaque às Regiões Sudeste e Sul, em municípios com porte populacional de até 10 mil hab.², com maior cobertura de saúde da família e índice de desenvolvimento humano municipal — IDH-M alto/muito alto. Ao longo do período de 2012 a 2018, houve adesão de unidades básicas ao programa e aumento na disponibilidade de tecnologias de informação e comunicação, como o acesso à internet, que foi de 45,2% (n=6.249) a 74,0% (n=21.423), com destaque para a Região Nordeste com aumento de 19,1% (n=970) a 58,8% (n=7.087). Conclusão: São necessários o investimento em tecnologias e a constante avaliação da atenção primária no país, contribuindo para seu fortalecimento.

Factors associated with hospitalizations and deaths of pregnant women from Paraná due to COVID-19: a cross-sectional study / Fatores associados a hospitalizações e óbitos de gestantes paranaenses por COVID-19: estudo transversal

ABSTRACT Objective: To analyze the factors associated with hospitalization in the ward and intensive care unit (ICU), and with death from COVID-19 in pregnant women with confirmed cases. Methods: Observational, cross-sectional study, carried out with data from pregnant women with a confirmed case of COVID-19 from the Influenza Epidemiological Surveillance Information System and the Paraná's state COVID-19 notification system. The association between the independent and dependent variables (hospitalization in the ward and ICU, and death) was investigated using the Poisson regression model with robust variance. Results: 4,719 pregnant women comprised the study population. 9.6 and 5.1% were hospitalized in wards and ICU, respectively. 1.9% died. There was an association between advanced maternal age and hospitalization in wards (PR=1.36; 95%CI 1.10-1.62) and ICU (PR=2.25; 95%CI 1.78-2.71), and death (PR=3.22; 95%CI 2.30-4.15). An association was found between the third trimester and hospitalization in wards (PR=5.06; 95%CI 2.82-7.30) and ICU (PR=6.03; 95%CI 3.67-8.39) and death (PR=13.56; 95%CI 2.90-24.23). The second trimester was associated with ICU admission (PR=2.67; 95%CI 1.36-3.99). Pregnant women with cardiovascular disease had a higher frequency of hospitalization in wards (PR=2.24; 95%CI 1.43-3.05) and ICU (PR=2.66; 95%CI 1.46-3.87). Obesity was associated with ICU admission (PR=3.79; 95%CI 2.71-4.86) and death (PR=5.62; 95%CI 2.41-8.83). Conclusions: Advanced maternal age, the end of the gestational period and comorbidities were associated with severe COVID-19.

RESUMO Objetivo: Analisar os fatores associados à hospitalização em enfermaria e unidade de terapia intensiva (UTI), e ao óbito pela COVID-19 em gestantes com caso confirmado. Métodos: Pesquisa observacional, transversal, realizada com dados de gestantes com caso confirmado para COVID-19 provenientes do Sistema de Informação de Vigilância Epidemiológica da Gripe e do Sistema Estadual Notifica COVID-19, do Paraná. Investigou-se a associação entre variáveis independentes e dependentes (hospitalização em enfermaria e UTI, e óbito) pelo modelo de regressão de Poisson com variância robusta. Resultados: 4.719 gestantes compuseram a população do estudo; 9,6 e 5,1% foram hospitalizadas em enfermaria e UTI, respectivamente; 1,9% evoluíram para óbito. Houve associação entre a idade materna avançada e internação em enfermaria (RP=1,36; IC95% 1,10-1,62) e UTI (RP=2,25; IC95% 1,78-2,71), e óbito (RP=3,22; IC95% 2,30-4,15). Verificou-se associação entre o terceiro trimestre gestacional e hospitalização em enfermaria (RP=5,06; IC95% 2,82-7,30) e UTI (RP=6,03; IC95% 3,67-8,39) e óbito (RP=13,56; IC95% 2,90-24,23). O segundo trimestre associou-se à internação em UTI (RP=2,67; IC95% 1,36-3,99). Gestantes com cardiopatia apresentaram maior frequência de hospitalização em enfermaria (RP=2,24; IC95% 1,43-3,05) e UTI (RP=2,66; IC95% 1,46-3,87). A obesidade foi associada à admissão em UTI (RP=3,79; IC95% 2,71-4,86) e ao óbito (RP=5,62; IC95% 2,41-8,83). Conclusão: A idade materna avançada, o final do período gestacional e comorbidades foram fatores associados a quadros graves de COVID-19.

Structure and process in primary health care for children and spatial distribution of infant mortality / Estrutura e processo na atenção primária à saúde das crianças e distribuição espacial da mortalidade infantil

ABSTRACT OBJECTIVE To identify the spatial patterns of the quality of the structure of primary health care services and the teams' work process and their effects on infant mortality in Brazil. METHODS An ecological study of spatial aggregates, using the 5,570 municipalities in Brazil as the unit of analysis. Secondary databases from the Programa Nacional de Melhoria do Acesso e Qualidade da Atenção Básica (PMAQ-AB - National Program for Improving Access and Quality of Primary Care), the Mortality Information System (SIM), and the Live Birth Information System (SINASC) were used. In 2018, the infant mortality rate was the outcome of the study, and the exposure variables were the proportion of basic health units (BHU) with adequate structure and work processes. Global and local Moran's indices were used to evaluate the degree of dependence and spatial autocorrelation. Spatial linear regression was used for data analysis. RESULTS In 2018, in Brazil, the infant mortality rate was 12.4/1,000 live births, ranging from 10.6/1,000 and 11.2/1,000 in the South and Southeast, respectively, to 14.1/1,000 and 14.5/1,000 in the Northeast and North regions, respectively. The proportion of teams with an adequate work process (β = −3.13) and the proportion of basic health units with an adequate structure (β = −0.34) were associated with a reduction in the infant mortality rate. Spatial autocorrelation was observed between smoothed mean infant mortality rates and indicators of the structure of primary health care services and the team's work process, with higher values in the North and Northeast of Brazil. CONCLUSIONS There is a relationship between the structure of primary health care services and the teams' work process with the infant mortality rate. In this sense, investment in the qualification of health care within the scope of primary health care can have an impact on reducing the infant mortality rate and improving child health care.

RESUMO OBJETIVO Identificar os padrões espaciais da qualidade da estrutura dos serviços de atenção primária à saúde e do processo de trabalho das equipes e seus efeitos na mortalidade infantil no Brasil. MÉTODOS Estudo ecológico de agregados espaciais, empregando como unidade de análise os 5.570 municípios do Brasil. Foram utilizados bancos de dados secundários do Programa Nacional de Melhoria do Acesso e Qualidade da Atenção Básica (PMAQ-AB), do Sistema de Informação de Mortalidade (SIM) e do Sistema de Informações de Nascidos Vivos (SINASC). Em 2018, a taxa de mortalidade infantil foi o desfecho do estudo, e as variáveis de exposição foram a proporção de unidade básica de saúde (UBS) com estrutura e processo de trabalho adequados. Os índices de Moran global e local foram usados para avaliar o grau de dependência e a autocorrelação espacial. Utilizou-se regressão linear espacial para análise de dados. RESULTADOS Em 2018, no Brasil, a taxa de mortalidade infantil foi de 12,4/1.000 nascidos vivos, variando de 10,6/1.000 e 11,2/1.000 no Sul e no Sudeste, respectivamente, até 14,1/1.000 e 14,5/1.000, nas regiões Nordeste e Norte, respectivamente. A proporção de equipes com processo de trabalho adequado (β = - 3,13) e a de unidades básicas de saúde com estrutura adequada (β = - 0,34) foram associadas à redução da taxa de mortalidade infantil. Observou-se autocorrelação espacial entre as taxas de mortalidade infantil médias suavizadas e indicadores da estrutura dos serviços de atenção primária à saúde e do processo de trabalho das equipes, com valores mais elevados no Norte e no Nordeste do Brasil. CONCLUSÕES Existe relação entre a estrutura dos serviços de atenção primária à saúde e o processo de trabalho das equipes com a taxa de mortalidade infantil. Neste sentido, o investimento na qualificação da atenção à saúde no âmbito da atenção primária à saúde pode impactar na redução da taxa de mortalidade infantil e na melhoria da atenção à saúde infantil.

[Contextual characteristics and demand for health services among Brazilian adolescents: Brazilian National Health Survey, 2019]. / Características contextuais e procura por serviços de saúde entre adolescentes brasileiros: Pesquisa Nacional de Saúde, 2019.

This study aimed to describe the prevalence of demand for health services among Brazilian adolescents and to investigate its association with contextual characteristics of the territory. Study with data from the Brazilian National Health Survey, conducted in 2019, including 43,774 individuals aged from 10 to 19 years. Adolescent's information was obtained through a proxy resident of 18 years or more who answered for all the residents of the household. Poisson regression was used to assess the demand for health services according to geopolitical region, economic status, and type of municipality. The interaction of the health insurance was also evaluated in these associations. Of the total, 11.7% (95%CI: 11.1; 12.3) of the adolescents sought health services in the two weeks prior to the survey. Greater figures of demand were observed in the Southeast (PR = 1.32; 95%CI: 1.15; 1.52) and South regions (PR = 1.31; 95%CI: 1.13; 1.52) compared to the Northern Region of Brazil. Having a health insurance increased the demand for services by adolescents living in rural areas and in capitals and the municipalities of the Metropolitan Areas and/or Integrated Development Regions. The study showed a low prevalence of demand for health services among adolescents and contextual inequalities for the geopolitical region. Having a health insurance was an important marker to understand the disparities in the economic status and in the type of municipality.

Os objetivos foram descrever a prevalência de procura por serviços de saúde entre adolescentes brasileiros e investigar sua associação com características contextuais do território. O estudo utilizou dados da Pesquisa Nacional de Saúde de 2019, realizada com 43.774 indivíduos de 10 a 19 anos. A informação do adolescente foi obtida por meio de um morador proxy de 18 anos ou mais que respondia por si e por todos os moradores da casa. A regressão de Poisson foi utilizada para avaliar a procura por serviços de saúde de acordo com região geopolítica, situação censitária e tipo de município. Também foi avaliada a interação da variável "plano de saúde" nessas associações. Do total, 11,7% (IC95%: 11,1; 12,3) dos adolescentes procuraram serviços de saúde nas duas semanas anteriores à pesquisa. Maiores prevalências de procura foram observadas nas regiões Sudeste (RP = 1,32; IC95%: 1,15; 1,52) e Sul (RP = 1,31; IC95%: 1,13; 1,52) em comparação à Região Norte do país. O acesso a plano de saúde aumentou a busca pelos serviços por adolescentes residentes nas áreas rurais e nas capitais e municípios das Regiões Metropolitanas e/ou Regiões Integradas de Desenvolvimento. O estudo evidenciou baixa prevalência de procura por serviços de saúde entre adolescentes e desigualdades contextuais para a região geopolítica. Ter plano de saúde foi um marcador importante para entender as disparidades na situação censitária e no tipo de município.

El objetivo de este estudio fue estimar la prevalencia de la demanda de servicios de salud entre los adolescentes brasileños e investigar su asociación con las características contextuales del territorio. Estudio con datos de la Encuesta Nacional de Salud, realizada en 2019 con 43.774 individuos de entre 10 y 19 años de edad. La información del adolescente se obtuvo de un residente proxy de 18 años o más que era responsable de sí mismo y de todos los residentes de la casa. La regresión de Poisson se utilizó para evaluar la demanda de servicios de salud según la región geopolítica, la situación en el censo y el tipo de municipio. También se evaluó la interacción de la variable seguro médico en estas asociaciones. Del total, el 11,7% (IC95%: 11,1; 12,3) de los adolescentes buscaron servicios de salud en las dos semanas previas a la encuesta. Se observó mayor prevalencia de demanda en las regiones Sudeste (RP = 1,32; IC95%: 1,15; 1,52) y Sur (RP = 1,31; IC95%: 1,13; 1,52) en comparación con el Norte del país. Tener un seguro médico incrementó la búsqueda de servicios por parte de los adolescentes que viven en áreas rurales y en las capitales y municipios de de las Regiones Metropolitanas y/o Regiones de Desarrollo Integrado. El estudio apuntó a una baja prevalencia de demanda de servicios de salud entre los adolescentes y desigualdades contextuales según la región geopolítica. Tener un seguro médico fue un marcador importante para comprender las disparidades según la situación del censo y el tipo de municipio.

The Brazilian primary health care response to the COVID-19 pandemic: individual and collective approaches.

Objectives: Brazil's PHC wide coverage has a potential role in the fight against COVID, especially in less developed regions. PHC should deal with COVID-19 treatment; health surveillance; continuity of care; and social support. This article aims to analyze PHC performance profiles during the pandemic, in these axes, comparing the five Brazilian macro-regions. Methods: A cross-sectional survey study was carried out, using stratified probability sampling of PHC facilities (PHCF). A Composite Index was created, the Covid PHC Index (CPI). Factor analysis revealed that collective actions contrastingly behaved to individual actions. We verified differences in the distributions of CPI components between macro-regions and their associations with structural indicators. Results: Nine hundred and seven PHCF participated in the survey. The CPI and its axes did not exceed 70, with the highest value in surveillance (70) and the lowest in social support (59). The Individual dimension scored higher in the South, whereas the Collective dimension scored higher in the Northeast region. PHCF with the highest CPI belong to municipalities with lower HDI, GDP per capita, population, number of hospitals, and ICU beds. Conclusion: The observed profiles, individually and collectively-oriented, convey disputes on Brazilian health policies since 2016, and regional structural inequalities.

[Incidence of depression and associated factors in older adults in Bagé, Rio Grande do Sul State, Brazil]. / Incidência de depressão e fatores associados em idosos de Bagé, Rio Grande do Sul, Brasil.

To evaluate the cumulative incidence of depression and its associated factors in the older population living in the urban area of the municipality of Bagé, Rio Grande do Sul State, Brazil, a prospective cohort study was conducted from 2008 to 2016/2017. The analysis was restricted to 615 older adults with complete information on the Geriatric Depression Scale (GDS-15), both at baseline and at follow-up, and who did not present depression in 2008. To calculate crude and adjusted incidence ratios and 95% confidence interval, Poisson regression with robust variance adjustment was used, including the baseline variables. A hierarchical model of four levels of determination was used. The variables were controlled for those of the same or of higher levels, and the p-value ≤ 0.20 was established to remain in the analysis model. In 2008, 523 older people did not have depression and 92 had been screened with the disease. In 2016/2017, of the 523 individuals without depression in the baseline measure, 10.3% tested positive at screening (incident cases), whereas 89.7% of the older adults remained free of the condition. Of the 92 older adults with depression in 2008, 32.6% continued to present depressive symptoms at follow-up and 67.3% had remission of symptoms. Leaving home once or never and being incapable of doing functional and instrumental activities of daily living were associated with a higher risk of positive screening for depression. The results reinforce the multidimensional and dynamic character of depression, which alternates short and long episodes, and may become recurrent and chronic.

Com o objetivo de avaliar a incidência cumulativa de depressão e seus fatores associados na população idosa, residente na zona urbana do Município de Bagé, Rio Grande do Sul, Brasil, realizou-se um estudo de coorte, prospectivo, entre 2008 e 2016/2017. A análise foi restrita a 615 idosos com informações completas na Escala de Depressão Geriátrica (GDS-15), tanto na linha de base como no seguimento, que não apresentavam depressão no ano de 2008. Para calcular as razões de incidência bruta e ajustadas e intervalo de 95% de confiança, foi utilizada a regressão de Poisson com ajuste robusto de variância, incluindo as variáveis da linha de base. Empregou-se um modelo hierárquico de quatro níveis de determinação. As variáveis foram controladas para aquelas do mesmo nível ou dos níveis superiores, sendo estabelecido o valor de p ≤ 0,20 para permanecer no modelo de análise. Observou-se que, em 2008, 523 idosos não tinham depressão e 92 haviam sido diagnosticados com a doença. Em 2016/2017, dos 523 indivíduos sem depressão na medida de linha de base, 10,3% apresentaram resultado positivo no rastreamento (casos incidentes), enquanto 89,7% dos idosos permaneceram livres do problema. Dos 92 idosos com depressão em 2008, 32,6% continuaram referindo a sintomatologia depressiva no acompanhamento e 67,3% apresentaram remissão dos sintomas. Sair de casa uma ou nenhuma vez e apresentar incapacidades para o desenvolvimento de atividades funcionais e instrumentais da vida diária se associaram com maior risco de apresentar rastreamento positivo para depressão. Os resultados reforçam o caráter multidimensional e dinâmico da depressão, que alterna episódios curtos e longos, podendo se tornar recorrente e de curso crônico.

Con el objetivo de evaluar la incidencia acumulada de la depresión y sus factores asociados en la población anciana que vive en el área urbana de la ciudad de Bagé, Rio Grande do Sul, Brasil, se realizó un estudio de cohorte, prospectivo, en el período entre 2008 y 2016/2017. Se analizaron a 615 ancianos que tenían información completada en la Escala de Depresión Geriátrica (GDS-15), tanto en la línea de base como en el seguimiento, y aquellos que no tuvieron depresión en 2008. Para calcular los índices de incidencia brutos y ajustados y el intervalo de 95% confianza, se utilizó la regresión de Poisson con un ajuste robusto de la varianza, incluidas las variables de la línea de base. Se empleó un modelo jerárquico de cuatro niveles de determinación. Las variables se controlaron por aquellas del mismo nivel o niveles superiores, y se estableció un valor de p ≤ 0,20 para permanecer en el modelo de análisis. Se observó que 523 ancianos en 2008 no tuvieron depresión y 92 recibieron diagnóstico de la enfermedad. Para el 2016-2017, de los 523 individuos sin depresión en la medida de línea de base, el 10,3% de ellos se detectó con la enfermedad en el cribado (casos incidentes), mientras que el 89,7% no la manifestó. De los 92 ancianos con depresión en 2008, el 32,6% informaron tener síntomas depresivos en el seguimiento y el 67,3% presentó remisión de los síntomas. Salir de casa una sola vez o ninguna y sentir incapaz de realizar las actividades funcionales e instrumentales de la vida diaria estuvieron asociadas a un mayor riesgo de tener cribado positivo para la depresión. Los resultados evidenciaron el carácter multidimensional y dinámico de la depresión, que oscila entre episodios cortos y largos, y puede llegar a ser recurrente y crónica.

Performance patterns of primary health care in the face of COVID-19 in Brazil: characteristics and contrasts. / Padrões de desempenho da atenção primária à saúde diante da COVID-19 no Brasil: características e contrastes.

The adequate fight against pandemics requires effective coordination between primary health care (PHC) and health surveillance, guaranteed attention to acute and chronic demands, and a bond with the community dimension in the scope of basic health units (UBS, acronym in Portuguese). This study aims to contrast two extreme standards of PHC performance in the fight against COVID-19 in Brazil, comparing them with the profiles of the corresponding municipalities and characteristics of the organization of services. Based on the results of a cross-sectional national survey with a representative sample of UBSs, we created a synthetic index to evaluate how PHC performs against COVID-19 called CPI, composed of axes of health surveillance and social support (collective dimension) and of COVID-19 care and continuity of care (individual dimension). Of the 907 surveyed UBSs, 120 were selected, half of which had the highest indexes (complete standard) and the other half, the lowest ones (restricted standard). The municipalities of the UBSs with a complete standard are predominantly rural, have low Municipal Health Development Index (MHDI), high Family Health Strategy (FHS) coverage, and stand out in the collective dimension, whereas the UBSs in urban municipalities with this same standard have high MHDI, low FHS coverage, and an emphasis on the individual dimension. In the restricted standard, we highlight community health workers' reduced work in the territory. In the Brazilian Northeast, UBSs with complete standard predominate, whereas, in its Southeast, UBSs with restricted standard predominate. The study poses questions that refer to the role and organization of PHC in the health care network under situations that require prompt response to health issues and indicates the greater potential capacity of the FHS program in such situations.

O enfrentamento adequado de pandemias requer forte articulação entre atenção primária à saúde (APS) e vigilância em saúde, atenção garantida às demandas agudas e crônicas e vinculação com a dimensão comunitária no âmbito das unidades básicas de saúde (UBS). O objetivo deste artigo é contrastar dois padrões extremos de desempenho da APS no enfrentamento da COVID-19 no Brasil, cotejando-os com os perfis dos respectivos municípios e características da organização dos serviços. A partir dos resultados de inquérito nacional transversal com amostra representativa das UBS, foi criado um índice sintético de desempenho da APS em relação à COVID-19, denominado CPI, composto pelos eixos de vigilância e apoio social (dimensão coletiva) e de atendimento ao paciente com COVID-19 e continuidade do cuidado (dimensão individual). Das 907 UBS pesquisadas, foram selecionadas 120, sendo a metade com os maiores índices encontrados (padrão completo) e a outra com os menores (padrão restrito). Os municípios das UBS com padrão completo são preponderantemente rurais, com baixo Índice de Desenvolvimento Humano Municipal (IDHM), alta cobertura da Estratégia Saúde da Família (ESF) e destacam-se na dimensão coletiva, enquanto as UBS nesse mesmo padrão situadas em municípios urbanos apresentam alto IDHM, baixa cobertura de ESF, com ênfase na dimensão individual. No padrão restrito, destaca-se a reduzida atuação de agentes comunitários de saúde no território. Na Região Nordeste, predominam UBS com padrão completo, enquanto na Sudeste preponderam UBS com padrão restrito. O estudo apresenta questões que remetem ao papel e à organização da APS na rede de cuidados em situações que requerem pronta resposta aos agravos de saúde e indica maior capacidade potencial da ESF em tais situações.

El enfrentamiento adecuado de las pandemias requiere una fuerte articulación entre atención primaria de salud (APS) y la vigilancia en salud, una atención garantizada a las demandas agudas y crónicas y la vinculación con la dimensión comunitaria en el ámbito de las unidades básicas de salud (UBS). El objetivo de este artículo es contrastar dos patrones extremos de desempeño de la APS en el enfrentamiento del COVID-19 en Brasil, comparándolos con los perfiles de los respectivos municipios y características de la organización de los servicios. A partir de los resultados de una encuesta nacional transversal con una muestra representativa de las UBS fue creado un índice sintético de desempeño de la APS frente al COVID-19, denominado CPI, compuesto por los ejes de vigilancia y apoyo social (dimensión colectiva) y de atención al COVID-19 y continuidad de la atención (dimensión individual). De las 907 UBS investigadas, se seleccionaron 120, siendo la mitad con los índices más grandes encontrados (estándar completo) y la otra con los más bajos (estándar estricto). Los municipios de las UBS con estándar completo son preponderantemente rurales, con bajo índice de desarrollo humano municipal (IDHM), alta cobertura de la Estrategia Salud de la Familia (ESF) y se destacan en la dimensión colectiva, mientras que las UBS en este mismo estándar situadas en municipios urbanos presentan alto IDHM, baja cobertura de ESF, con énfasis en la dimensión individual. En el estándar estricto, se destaca la reducida actuación de los agentes comunitarios de salud en el territorio. En la región Nordeste predominan las UBS con estándar completo, mientras que en el Sureste predominan las UBS con un estándar estricto. El estudio aporta cuestiones que remiten al papel y organización de la APS en la red de atención en situaciones que requieren respuesta rápida a los problemas de salud e indica una mayor capacidad potencial de la ESF en tales situaciones.

Emergency department use and Artificial Intelligence in Pelotas: design and baseline results.

OBJETIVO: To describe the initial baseline results of a population-based study, as well as a protocol in order to evaluate the performance of different machine learning algorithms with the objective of predicting the demand for urgent and emergency services in a representative sample of adults from the urban area of Pelotas, Southern Brazil. METHODS: The study is entitled "Emergency department use and Artificial Intelligence in PELOTAS (RS) (EAI PELOTAS)" (https://wp.ufpel.edu.br/eaipelotas/). Between September and December 2021, a baseline was carried out with participants. A follow-up was planned to be conducted after 12 months in order to assess the use of urgent and emergency services in the last year. Afterwards, machine learning algorithms will be tested to predict the use of urgent and emergency services over one year. RESULTS: In total, 5,722 participants answered the survey, mostly females (66.8%), with an average age of 50.3 years. The mean number of household people was 2.6. Most of the sample has white skin color and incomplete elementary school or less. Around 30% of the sample has obesity, 14% diabetes, and 39% hypertension. CONCLUSION: The present paper presented a protocol describing the steps that were and will be taken to produce a model capable of predicting the demand for urgent and emergency services in one year among residents of Pelotas, in Rio Grande do Sul state.