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Souza EMRD, Silva NDJ, Fagundes AA. [Trend analysis of the Food and Nutrition Surveillance System coverage among Quilombolas children in Brazil]. CIENCIA & SAUDE COLETIVA 2025; 30:e09422023. [PMID: 39936682 DOI: 10.1590/1413-81232025302.09422023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 12/04/2023] [Indexed: 02/13/2025] Open
Abstract
The study objective was to evaluate the temporal trend of nutritional status assessment coverage among Quilombola children in the Food and Nutrition Surveillance System (SISVAN). An ecological time-series study was conducted on the coverage of SISVAN data among Quilombola children under five years of age in Brazilian municipalities between 2008 and 2019. Prais-Winsten regression was performed to analyze the trend and the average annual percentage change (APC) of coverage, in accordance with demographic, socioeconomic and healthcare variables. The results revealed that national coverage varied from 0.1% in 2008 to 2.8% in 2013, decreasing to 0.3% in 2019. The national APC coverage was 11% from 2008 to 2019, corresponding to a stationary trend (p=0.68). All states showed an increase in coverage from 2008 to 2013, followed by a decrease through to 2019. The States of Mato Grosso do Sul and Sergipe showed an increasing trend, while Acre had a decreasing trend. The other states revealed a stationary trend. No temporal variation was observed in coverage according to the variables of interest. The conclusion drawn was that low SISVAN coverage was found among Quilombola children, with a steady temporal trend in most Brazilian states.
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Affiliation(s)
- Erik Michel Rodrigues de Souza
- Programa de Pós-Graduação em Ciências da Nutrição, Universidade Federal de Sergipe (UFS). Av. Marcelo Deda Chagas s/n, Jardim Rosa Elze. 49107-230 São Cristóvão SE Brasil.
| | - Natanael de Jesus Silva
- Centro de Integração de Dados e Conhecimentos para Saúde, Fundação Oswaldo Cruz. Salvador BA Brasil
| | - Andhressa Araújo Fagundes
- Programa de Pós-Graduação em Ciências da Nutrição, Departamento de Nutrição, UFS. São Cristóvão SE Brasil
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2
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Lamonato LCXL, Sarti TD, Almeida APSC. Effect of primary health care on the association between multimorbidity and emergency service utilization: National Health Survey, 2019. REVISTA BRASILEIRA DE EPIDEMIOLOGIA 2024; 27:e240062. [PMID: 39699460 DOI: 10.1590/1980-549720240062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Accepted: 09/27/2024] [Indexed: 12/20/2024] Open
Abstract
OBJECTIVE To examine the effect of Primary Health Care (PHC) on the association between multimorbidity and emergency service utilization among adults in Brazil. METHODS This is a cross-sectional, nationwide household-based study using data from the 2019 National Health Survey. Poisson regression was used to assess emergency service utilization among individuals with multimorbidity. The interaction of variables such as Family Health coverage and orientation to PHC in these associations was also evaluated. RESULTS The prevalence of multimorbidity was 31.2% (95%CI 30.9-31.5), Family Health coverage was 71.8% (95%CI 71.4-72.0), and low orientation of services toward PHC was 70% (95%CI 69.1-70.9). Emergency service utilization had a prevalence of 2.0% (95%CI 1.9-2.0), being twice as high among individuals with multimorbidity (3.1; 95%CI 2.9-3.3) compared to those without this condition (1.4; 95%CI 1.3-1.5). However, individuals with multimorbidity and Family Health coverage had a 20% lower prevalence of emergency service utilization than those without Family Health coverage (PR 0.8; 95%CI 0.6-0.9). The association between emergency service utilization and multimorbidity was not modified by the evaluation of the service as highly oriented toward PHC (p=0.956). CONCLUSION The study showed that Family Health coverage exerted a positive effect on the association between multimorbidity and emergency service utilization.
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Affiliation(s)
| | - Thiago Dias Sarti
- Universidade Federal do Espírito Santo, Department of Social Medicine, Center of Health Sciences - Vitória (ES), Brazil
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3
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Kuper H, Pinto AR, Silva END, Barreto JOM, Powell-Jackson T. Inclusion of disability in primary healthcare facilities and socioeconomic inequity in Brazil. Rev Saude Publica 2024; 58:39. [PMID: 39292110 DOI: 10.11606/s1518-8787.2024058005634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 03/26/2024] [Indexed: 09/19/2024] Open
Abstract
OBJECTIVE To describe disability-related performance and inequality nationwide in Brazil, and the changes that took place between 2012 and 2019 after the introduction of Programme for Improving Primary Care Access and Quality (PMAQ). METHODS We derived scores for disability-related care and accessibility of primary healthcare facilities from PMAQ indicators collected in round 1 (2011-2013), and round 3 (2015-2019). We assessed how scores changed after the introduction of PMAQ. We used census data on per capita income of local areas to examine the disability-specific care and accessibility scores by income group. We undertook ordinary least squares regressions to examine the association between PMAQ scores and per capita income of each local area across implementation rounds. RESULTS Disability-related care scores were low in round 1 (18.8, 95%CI 18.3-19.3, out of a possible 100) and improved slightly by round 3 (22.5, 95%CI 22.0-23.1). Accessibility of primary healthcare facilities was also poor in round 1 (30.3, 95%CI 29.8-30.8) but doubled by round 3 (60.8, 95%CI 60.3-61.3). There were large socioeconomic inequalities in round 1, with both scores approximately twice as high in the richest compared to the poorest group. Inequalities weakened somewhat for accessibility scores by round 3. These trends were confirmed through regression analyses, controlling for other area characteristics. Disability-related and accessibility scores also varied strongly between states in both rounds. CONCLUSIONS People with disabilities are being left behind by the Brazilian healthcare system, particularly in poor areas, which will challenge the achievement of universal health coverage.
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Affiliation(s)
- Hannah Kuper
- London School of Hygiene & Tropical Medicine. Faculty of Epidemiology and Population Health. International Centre for Evidence in Disability. London, United Kingdom
| | | | | | | | - Tim Powell-Jackson
- London School of Hygiene & Tropical Medicine. Faculty of Public Health and Policy. Department of Global Health and Development. London, United Kingdom
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4
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Gube AA, Murányi E, Vitrai J, Lohner S. Inequity in uptake of maternal health care services in developing countries: a systematic review and meta-analysis. Front Public Health 2024; 12:1415092. [PMID: 38989116 PMCID: PMC11233804 DOI: 10.3389/fpubh.2024.1415092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Accepted: 06/14/2024] [Indexed: 07/12/2024] Open
Abstract
Background Maternal health service uptake remains an important predictor of maternal outcomes including maternal mortality. This systematic review and meta-analysis aimed to summarize the available evidence on the uptake of maternal health care services in developing countries and to assess the impact of place of residence, education status, and wealth index on the uptake of these services. Methods We examined the databases MEDLINE, Web of Science, Global Index Medicus, and Scopus until June 14, 2022. Cross-sectional studies done between 2015 and 2022 were considered. Mothers of reproductive age and all states of health were included in the study. Independently, two authors determined the eligibility of studies, extracted data, evaluated the risk of bias, and ranked the evidence's degree of certainty. To combine the data, we performed a random-effects meta-analysis. The PROSPERO registration ID is CRD42022304094. Results We included 51 studies. Mothers living in urban areas were three times more likely to receive antenatal care (OR 2.95; 95% CI 2.23 to 3.89; 15 studies; 340,390 participants) than rural mothers. Compared with no education, those with primary education were twice as likely to utilize antenatal care (OR 2.36; 95% CI 1.80 to 3.09; 9 studies; 154,398 participants) and those with secondary and higher education were six and fourteen times more likely to utilize antenatal care, respectively. Mothers in the second wealth index were twice as likely as mothers in the lowest wealth index to utilize antenatal care (OR 1.62; 95% CI 1.36 to 1.91; 10 studies; 224,530 participants) and antenatal care utilization increased further among mothers in the higher wealth index. We observed similar relative inequalities in skilled delivery care and postnatal care utilization based on the pace of residence, education, and wealth index. Conclusion In developing countries, the problem of inequity in utilizing maternal health care services persists and needs considerable attention.
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Affiliation(s)
- Addisu Alemayehu Gube
- Doctoral School of Health Sciences, Faculty of Health Sciences, University of Pécs, Pécs, Hungary
| | - Edit Murányi
- Department of Public Health Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Jozsef Vitrai
- Doctoral School of Health Sciences, Faculty of Health Sciences, University of Pécs, Pécs, Hungary
| | - Szimonetta Lohner
- Department of Public Health Medicine, Medical School, University of Pécs, Pécs, Hungary
- Cochrane Hungary, Medical School, University of Pécs, Pécs, Hungary
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5
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Navarro-Jimenez E, Saturno-Hernández P, Jaramillo-Mejía M, Clemente-Suárez VJ. Amenable Mortality in Children under 5: An Indicator for Identifying Inequalities in Healthcare Delivery: A Review. CHILDREN (BASEL, SWITZERLAND) 2024; 11:764. [PMID: 39062214 PMCID: PMC11274674 DOI: 10.3390/children11070764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 05/20/2024] [Accepted: 05/29/2024] [Indexed: 07/28/2024]
Abstract
Universal health coverage has been proposed as a strategy to improve health in low- and middle-income countries, but this depends on a good provision of health services. Under-5 mortality (U5M) reflects the quality of health services, and its reduction has been a milestone in modern society, reducing global mortality rates by more than two-thirds between 1990 and 2020. However, despite these impressive achievements, they are still insufficient, and most deaths in children under 5 can be prevented with the provision of timely and high-quality health services. The aim of this paper is to conduct a literature review on amenable (treatable) mortality in children under 5. This indicator is based on the concept that deaths from certain causes should not occur in the presence of timely and effective medical care. A systematic and exhaustive review of available literature on amenable mortality in children under 5 was conducted using MEDLINE/PubMed, Cochrane CENTRAL, OVID medline, Scielo, Epistemonikos, ScienceDirect, and Google Scholar in both English and Spanish. Both primary sources, such as scientific articles, and secondary sources, such as bibliographic indices, websites, and databases, were used. Results: The main cause of amenable mortality in children under 5 was respiratory disease, and the highest proportion of deaths occurred in the perinatal period. Approximately 65% of avoidable deaths in children under 5 were due to amenable mortality, that is, due to insufficient quality in the provision of health services. Most deaths in all countries and around the world are preventable, primarily through effective and timely access to healthcare (amenable mortality) and the management of public health programs focused on mothers and children (preventable mortality).
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Affiliation(s)
| | | | - Marta Jaramillo-Mejía
- Facultad de Ciencias de la Salud, Departamento de Salud Pública y Medicina Comunitaria, Universidad Icesi, Cali 760031, Colombia;
| | - Vicente Javier Clemente-Suárez
- Faculty of Sports Sciences, Universidad Europea de Madrid, Tajo Street, s/n, 28670 Madrid, Spain
- Grupo de Investigación en Cultura, Educación y Sociedad, Universidad de la Costa, Barranquilla 080002, Colombia
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6
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Parsekar SS, Vadrevu L, Jain M, Menon S, Taneja G. Interventions addressing routine childhood immunization and its behavioral and social drivers. Front Public Health 2024; 12:1364798. [PMID: 38966698 PMCID: PMC11223502 DOI: 10.3389/fpubh.2024.1364798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 06/05/2024] [Indexed: 07/06/2024] Open
Abstract
Introduction Despite the advances in vaccination, there are still several challenges in reaching millions of children in low- and middle-income countries (LMICs). In this review, we present an extensive summary of the various strategies used for improving routine immunization in LMICs to aid program implementers in designing vaccination interventions. Methods Experimental and quasi-experimental impact evaluations conducted in LMICs evaluating the effectiveness of interventions in improving routine immunization of children aged 0-5 years or the intermediate outcomes were included from 3ie's review of systematic reviews. Some additional impact evaluation studies published in recent years in select LMICs with large number of unvaccinated children were also included. Studies were coded to identify interventions and the barriers in the study context using the intervention framework developed in 3ie's Evidence Gap Map and the WHO's Behavioral and Social Drivers (BeSD) of vaccination framework, respectively. Qualitative analysis of the content was conducted to analyze the intervention strategies and the vaccination barriers that they addressed. Results and conclusion One hundred and forty-two impact evaluations were included to summarize the interventions. To address attitudinal and knowledge related barriers to vaccination and to motivate caregivers, sensitization and educational programs, media campaigns, and monetary or non-monetary incentives to caregivers, that may or may not be conditional upon certain health behaviors, have been used across contexts. To improve knowledge of vaccination, its place, time, and schedule, automated voice messages and written or pictorial messages have been used as standalone or multicomponent strategies. Interventions used to improve service quality included training and education of health workers and providing monetary or non-monetary perks to them or sending reminders to them on different aspects of provision of vaccination services. Interventions like effective planning or outreach activities, follow-up of children, tracking of children that have missed vaccinations, pay-for-performance schemes and health system strengthening have also been used to improve service access and quality. Interventions aimed at mobilizing and collaborating with the community to impact social norms, attitudes, and empower communities to make health decisions have also been widely implemented.
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Affiliation(s)
| | - Lalitha Vadrevu
- International Initiative for Impact Evaluation (3ie), New Delhi, India
| | - Monica Jain
- International Initiative for Impact Evaluation (3ie), New Delhi, India
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7
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Aiyar A, Sunder N. Health insurance and child mortality: Evidence from India. HEALTH ECONOMICS 2024; 33:870-893. [PMID: 38236657 DOI: 10.1002/hec.4798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 09/26/2023] [Accepted: 12/19/2023] [Indexed: 02/01/2024]
Abstract
Although less than a third of the population in developing countries is covered by health insurance, the number has been on the rise. Many countries have implemented national insurance policies in the past decade. However, there is limited evidence on their impact on child mortality in low- and middle-income contexts. Here we document the child mortality reducing effects of an at-scale national level health insurance policy in India. The Rashtriya Swasthya Bima Yojana (RSBY), was rolled out across India between 2008 and 2013. Leveraging the temporal and spatial variation in program implementation, we demonstrate that it lowered infant mortality by 6% and child under five mortality by 5%. The effects are largely concentrated among urban poor households. In terms of mechanisms, we find that the program effects seem to be driven by increased usage of reproductive health services by mothers. We also demonstrate a rise in usage of complementary health services that were were not covered under the policy (such as child immunizations), which suggests that RSBY had significant positive spillover effects on health care usage.
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Affiliation(s)
- Anaka Aiyar
- Department of Community Development and Applied Economics, University of Vermont, Burlington, Vermont, USA
| | - Naveen Sunder
- Department of Economics, Bentley University, Waltham, Massachusetts, USA
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Pires ALC, Costa FDS, D'Ávila OP, Carvalho RVD, Conde MCM, Correa MB, Demarco FF, Chisini LA. Contextual inequalities in specialized dental public health care in Brazil. Braz Oral Res 2024; 38:e023. [PMID: 38597543 PMCID: PMC11376630 DOI: 10.1590/1807-3107bor-2024.vol38.0023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 06/15/2023] [Indexed: 04/11/2024] Open
Abstract
The present study aimed to investigate the contextual inequalities of specialized public dental care (SPDC) in Brazil. The outcome was the trajectory of dental specialized production in municipalities with SPDC (from 2015 to 2017) obtained by group-based trajectory modeling. A Poisson regression model was used to analyze the factors associated with the high trajectory of SPDC production. The inequality indicators for SPDC production were the slope index and the concentration index according to contextual factors. The study included 954 SPDC units distributed across 893 municipalities. Among the municipalities evaluated, 62.9% had a low trajectory of SPDC. Large-sized municipalities had the highest production (IRR = 2.84, 95%CI: 1.94-4.14) and the southern region had the lowest production (IRR = 0.73, 95%CI: 0.58-0.92). Municipalities presenting a very high human development index (HDI) showed the greatest SPDC production (IRR = 3.34, 95%CI: 1.09-10.24), as well as municipalities with the highest tertile of schooling rate (IRR = 1.23, 95%CI: 1.00-1.50). The absolute inequality was 52.1 percentage points for the average monthly wage (p < 0.001), 61.0 percentage points for the HDI (p < 0.001), -22.1 for infant mortality rate (p <0.001), and 14.8 for the schooling rate (p = 0.012). Thus, there are contextual inequalities in the Brazilian SPDC. Higher scores for social indicators were associated with better SPDC performance.
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Affiliation(s)
- Ana Luiza Cardoso Pires
- Universidade Federal de Pelotas - UFPel, School of Dentistry, Department of Restorative Dentistry, Pelotas, RS, Brazil
| | | | - Otávio Pereira D'Ávila
- Universidade Federal de Pelotas - UFPel, School of Dentistry, Department of Social Dentistry, Pelotas, RS, Brazil
| | | | - Marcus Cristian Muniz Conde
- Universidade do Vale do Taquari-Univates, Center for Biological Sciences and Health, Department of Restorative Dentistry, Lajeado, RS, Brazil
| | - Marcos Britto Correa
- Universidade Federal de Pelotas - UFPel, School of Dentistry, Department of Restorative Dentistry, Pelotas, RS, Brazil
| | - Flávio Fernando Demarco
- Universidade Federal de Pelotas - UFPel, School of Dentistry, Department of Restorative Dentistry, Pelotas, RS, Brazil
| | - Luiz Alexandre Chisini
- Universidade Federal de Pelotas - UFPel, School of Dentistry, Department of Restorative Dentistry, Pelotas, RS, Brazil
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Malta DC, Gomes CS, Felisbino-Mendes MS, Veloso GA, Machado IE, Cardoso LDO, Azeredo RT, Jaime PC, Vasconcelos LLCD, Naghavi M, Ribeiro ALP. Undernutrition, and overweight and obesity: the two faces of malnutrition in Brazil, analysis of the Global Burden of Disease, 1990 to 2019. Public Health 2024; 229:176-184. [PMID: 38452562 DOI: 10.1016/j.puhe.2023.12.037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Revised: 11/30/2023] [Accepted: 12/27/2023] [Indexed: 03/09/2024]
Abstract
OBJECTIVES The objective of this study was to analyse the global burden of disease attributable to undernutrition and high body mass index (BMI) in Brazil and its 27 states, as well as its association with the socio-demographic index (SDI) from 1990 to 2019. STUDY DESIGN This is an epidemiological time-series study. METHODS This study analysed the undernutrition and high BMI estimated by the Global Burden of Disease study conducted from 1990 to 2019 for Brazil and its states, using the following metrics: absolute number of deaths, standardised mortality rate, and disability-adjusted life years (DALYs). This study also analysed the correlation between the percentage variation of mortality rates and SDI. RESULTS A decrease in the number of deaths (-75 %), mortality rate (-75.1 %), and DALYS (-72 %) attributable to undernutrition was found in Brazil and in all regions. As regarding the high BMI, an increase in the number of deaths was found (139.6 %); however, the mortality rate (-9.7) and DALYs (-6.4 %) declined in all regions, except in the North and Northeast regions, which showed an increase. A strong correlation was identified between undernutrition and high BMI with SDI. CONCLUSION Our study observed a double burden of malnutrition in Brazil, with a reduction in the burden of diseases due to malnutrition in Brazil and variation in the burden due to high BMI according to the socioeconomic status of the region. Public policies are necessary in order to guarantee the human right to a healthy and sustainable diet, together with food and nutrition security and a diminishing of social inequality.
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Affiliation(s)
- D C Malta
- Departamento de Enfermagem Materno-Infatil e Saúde Pública, Escola de Enfermagem, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.
| | - C S Gomes
- Programa de Pós-graduação em Saúde Pública, Faculdade de Medicina da Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil
| | - M S Felisbino-Mendes
- Departamento de Enfermagem Materno-Infatil e Saúde Pública, Escola de Enfermagem, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.
| | - G A Veloso
- Universidade Federal Fluminense, Instituto de Matemática e Estatística, Departamento de Estatística, Brazil.
| | - I E Machado
- Programa de Pós-graduação em Saúde e Nutrição, Universidade Federal de Ouro Preto, Ouro Preto, MG, Brazil.
| | - L de O Cardoso
- Secretaria de vigilância em saúde e ambiente, Ministério da Saúde, Brasilia/DF, Brazil.
| | - R T Azeredo
- Programa de Pós-graduação em Saúde Pública, Faculdade de Medicina da Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.
| | - P C Jaime
- Departamento de Nutrição, Universidade de São Paulo, São Paulo, SP, Brazil.
| | | | - M Naghavi
- Institute for Health Metrics and Evaluation, Seattle, WA, United States
| | - A L P Ribeiro
- Departamento de Clinica Médica, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.
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Halomoan Harahap T, Mansouri S, Salim Abdullah O, Uinarni H, Askar S, Jabbar TL, Hussien Alawadi A, Yaseen Hassan A. An artificial intelligence approach to predict infants' health status at birth. Int J Med Inform 2024; 183:105338. [PMID: 38211423 DOI: 10.1016/j.ijmedinf.2024.105338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Revised: 12/28/2023] [Accepted: 12/31/2023] [Indexed: 01/13/2024]
Abstract
BACKGROUND Machine learning could be used for prognosis/diagnosis of maternal and neonates' diseases by analyzing the data sets and profiles obtained from a pregnant mother. PURPOSE We aimed to develop a prediction model based on machine learning algorithms to determine important maternal characteristics and neonates' anthropometric profiles as the predictors of neonates' health status. METHODS This study was conducted among 1280 pregnant women referred to healthcare centers to receive antenatal care. We evaluated several machine learning methods, including support vector machine (SVM), Ensemble, K-Nearest Neighbor (KNN), Naïve Bayes (NB), and Decision tree classifiers, to predict newborn health state. RESULTS The minimum redundancy-maximum relevance (MRMR) algorithm revealed that variables, including head circumference of neonates, pregnancy intention, and drug consumption history during pregnancy, were top-scored features for classifying normal and unhealthy infants. Among the different classification methods, the SVM classifier had the best performance. The average values of accuracy, precision, recall, F1-score, and area under the receiver operating characteristic curve (AUC) in the test group were 75%, 75%, 76%, 76%, and 65%, respectively, for SVM model. CONCLUSION Machine learning methods can efficiently forecast the neonate's health status among pregnant women. This study proposed a new approach toward the integration of maternal data and neonate profiles to facilitate the prediction of neonates' health status.
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Affiliation(s)
- Tua Halomoan Harahap
- Education of Mathematics, Universitas Muhammadiyah Sumatera Utara, Medan, Indonesia.
| | - Sofiene Mansouri
- Department of Biomedical Technology, College of Applied Medical Sciences in Al-Kharj, Prince Sattam bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia; University of Tunis El Manar, Higher Institute of Medical Technologies of Tunis, Laboratory of Biophysics and Medical Technologies, Tunis, Tunisia.
| | - Omar Salim Abdullah
- Ministry of Education, Baqubah, Iraq; Bilad Alrafidain University College, Baquhah, Iraq.
| | - Herlina Uinarni
- Department of Anatomy, School of Medicine and Health Sciences, Atma Jaya Catholic University of Indonesia, Indonesia; Radiology Department of Pantai Indah Kapuk Hospital Jakarta, Indonesia.
| | - Shavan Askar
- Erbil Polytechnic University, Erbil Technical Engineering College, Information System Engineering Department, Erbil, Iraq.
| | - Thaer L Jabbar
- College of Pharmacy, Al- Ayen University, Thi-Qar, Iraq.
| | - Ahmed Hussien Alawadi
- Medical Laboratory Technique College, The Islamic University, Najaf, Iraq.; Medical Laboratory Technique College, The Islamic University of Al Diwaniyah, Al Diwaniyah, Iraq; Medical Laboratory Technique College, The Islamic University of Babylon, Babylon, Iraq.
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11
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Barros RDD, Silva LA, Souza LEPFD. [Evaluation of the impact of the implementation of the new primary health care information system on records of patient care and home visits in Brazil]. CAD SAUDE PUBLICA 2024; 40:e00081323. [PMID: 38198386 PMCID: PMC10775966 DOI: 10.1590/0102-311xpt081323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 07/23/2023] [Accepted: 09/01/2023] [Indexed: 01/12/2024] Open
Abstract
The replacement of the Primary Care Information System (SIAB, 1998-2015), as of January 2016, by the new Health Information System for Primary Care (SISAB) determined new forms of collecting, processing, and using information, with a possible impact on the records of activities carried out in primary health care in Brazil. This study aimed to evaluate the implementation impact of the new information system on records of physicians' and nurses' patient care and home visits of community health workers (CHW) in Brazil from 2007 to 2019. To this end, a Bayesian structural time-series model approach was used, based on a diffuse state-space regression. From 2016 to 2019, 463.47 million physician care, 210.61 million nursing care, and 1.28 billion CHW visits were recorded. Following the trend recorded before the implementation, 598.86 million, 430.46 million, and 1.5 billion physician and nursing appointments and CHW visits would be expected, respectively. In relative terms, there was a decrease of 25% in physician care, 51% in nursing care, and 15% in CHW visits when compared to the value expected by the Bayesian method. The negative impact on the records of patient care and home visits identified in this study, whether due to difficulties in adapting to the new system or a reduction in improper records, must be investigated so that the challenge of improving the primary care information system can be understood and overcome in a planned way.
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12
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Mora-García CA, Pesec M, Prado AM. The effect of primary healthcare on mortality: Evidence from Costa Rica. JOURNAL OF HEALTH ECONOMICS 2024; 93:102833. [PMID: 38041894 DOI: 10.1016/j.jhealeco.2023.102833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 10/27/2023] [Accepted: 10/30/2023] [Indexed: 12/04/2023]
Abstract
This paper uses the gradual implementation of a primary healthcare (PHC) intervention in Costa Rica to examine the long-term effect of PHC on mortality. Nine years after opening a primary care center, known as a Health Area, there was an associated 13% reduction in age-adjusted mortality rate in the assigned patient population. The effect was highest among adults over 65 years of age and for those with noncommunicable diseases, such as cardiovascular-related causes of death. We also show that as Health Areas opened, more individuals sought care at primary care clinics, while fewer sought care at emergency rooms; these changes may have partially mediated the effect of the intervention on mortality.
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Affiliation(s)
| | - Madeline Pesec
- Ariadne Labs, Brigham and Women's Hospital and Boston Children's Hospital, Boston, MA.
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Kasper T, Yamey G, Dwyer S, McDade KK, Lidén J, Lüdemann C, Diab MM, Ogbuoji O, Poodla P, Schrade C, Thoumi A, Zimmerman A, Assefa Y, Allen LN, Basinga P, Garcia PJ, Jackson D, Mwanyika H, Nugent R, Ofosu A, Rawaf S, Reddy KS, Settle D, Tritter B, Benn C. Rethinking how development assistance for health can catalyse progress on primary health care. Lancet 2023; 402:2253-2264. [PMID: 37967568 DOI: 10.1016/s0140-6736(23)01813-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 08/16/2023] [Accepted: 08/24/2023] [Indexed: 11/17/2023]
Abstract
Global campaigns to control HIV, tuberculosis, malaria, and vaccine-preventable illnesses showed that large-scale impact can be achieved by using additional international financing to support selected, evidence-based, high-impact investment areas and to catalyse domestic resource mobilisation. Building on this paradigm, we make the case for targeting additional international funding for selected high-impact investments in primary health care. We have identified and costed a set of concrete, evidence-based investments that donors could support, which would be expected to have major impacts at an affordable cost. These investments are in: (1) individuals and communities empowered to engage in health decision making, (2) a new model of people-centred primary care, and (3) next generation community health workers. These three areas would be supported by strengthening two cross-cutting elements of national systems. The first is the digital tools and data that support facility, district, and national managers to improve processes, quality of care, and accountability across primary health care. The second is the educational, training, and supervisory systems needed to improve the quality of care. We estimate that with an additional international investment of between US$1·87 billion in a low-investment scenario and $3·85 billion in a high-investment scenario annually over the next 3 years, the international community could support the scale-up of this evidence-based package of investments in the 59 low-income and middle-income countries that are eligible for external financing from the World Bank Group's International Development Association.
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Affiliation(s)
| | - Gavin Yamey
- Center for Policy Impact in Global Health, Duke Global Health Institute, Duke University, Durham, NC, USA.
| | | | - Kaci Kennedy McDade
- Center for Policy Impact in Global Health, Duke Global Health Institute, Duke University, Durham, NC, USA
| | | | | | - Mohamed Mustafa Diab
- Center for Policy Impact in Global Health, Duke Global Health Institute, Duke University, Durham, NC, USA
| | - Osondu Ogbuoji
- Center for Policy Impact in Global Health, Duke Global Health Institute, Duke University, Durham, NC, USA
| | | | | | - Andrea Thoumi
- Margolis Center for Health Policy, Duke University, Durham, NC, USA
| | - Armand Zimmerman
- Center for Policy Impact in Global Health, Duke Global Health Institute, Duke University, Durham, NC, USA
| | - Yibeltal Assefa
- School of Public Health, The University of Queensland, Brisbane, QLD, Australia
| | - Luke N Allen
- Department of Clinical Research, London School of Hygiene & Tropical Medicine, London, UK
| | - Paulin Basinga
- Department of Global Health, University of Washington, Seattle, WA, USA
| | - Patricia J Garcia
- School of Public Health, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Debra Jackson
- Maternal, Adolescent, Reproductive and Child Health (MARCH) Centre, London School of Hygiene & Tropical Medicine, London, UK
| | | | - Rachel Nugent
- Department of Global Health, University of Washington, Seattle, WA, USA
| | | | - Salman Rawaf
- Department of Primary Care and Public Health, Imperial College London, London, UK
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14
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Barnish MS, Tan SY, Robinson S, Taeihagh A, Melendez-Torres GJ. A realist synthesis to develop an explanatory model of how policy instruments impact child and maternal health outcomes. Soc Sci Med 2023; 339:116402. [PMID: 38000341 DOI: 10.1016/j.socscimed.2023.116402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 10/23/2023] [Accepted: 11/06/2023] [Indexed: 11/26/2023]
Abstract
BACKGROUND Child and maternal health, a key marker of overall health system performance, is a policy priority area by the World Health Organization and the United Nations, including the Sustainable Development Goals. Previous realist work has linked child and maternal health outcomes to globalization, political tradition, and the welfare state. It is important to explore the role of other key policy-related factors. This paper presents a realist synthesis, categorising policy instruments according to the established NATO model, to develop an explanatory model of how policy instruments impact child and maternal health outcomes. METHODS A systematic literature search was conducted to identify studies assessing the relationships between policy instruments and child and maternal health outcomes. Data were analysed using a realist framework. The first stage of the realist analysis process was to generate micro-theoretical initial programme theories for use in the theory adjudication process. Proposed theories were then adjudicated iteratively to produce a set of final programme theories. FINDINGS From a total of 43,415 unique records, 632 records proceeded to full-text screening and 138 papers were included in the review. Evidence from 132 studies was available to address this research question. Studies were published from 1995 to 2021; 76% assessed a single country, and 81% analysed data at the ecological level. Eighty-eight initial candidate programme theories were generated. Following theory adjudication, five final programme theories were supported. According to the NATO model, these were related to treasure, organisation, authority-treasure, and treasure-organisation instrument types. CONCLUSIONS This paper presents a realist synthesis to develop an explanatory model of how policy instruments impact child and maternal health outcomes from a large, systematically identified international body of evidence. Five final programme theories were supported, showing how policy instruments play an important yet context-dependent role in influencing child and maternal health outcomes.
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Affiliation(s)
- Maxwell S Barnish
- Peninsula Technology Assessment Group (PenTAG), Department of Public Health and Sport Sciences, University of Exeter Medical School, United Kingdom.
| | - Si Ying Tan
- Alexandra Research Centre for Healthcare in the Virtual Environment (ARCHIVE), Alexandra Hospital, National University Health System, Singapore
| | - Sophie Robinson
- Peninsula Technology Assessment Group (PenTAG), Department of Public Health and Sport Sciences, University of Exeter Medical School, United Kingdom
| | - Araz Taeihagh
- Lee Kuan Yew School of Public Policy, National University of Singapore, Singapore
| | - G J Melendez-Torres
- Peninsula Technology Assessment Group (PenTAG), Department of Public Health and Sport Sciences, University of Exeter Medical School, United Kingdom
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Juvakoski A, Rantanen H, Mulas M, Corona F, Vahala R, Varis O, Mellin I. Evidence of waste management impacting severe diarrhea prevalence more than WASH: An exhaustive analysis with Brazilian municipal-level data. WATER RESEARCH 2023; 247:120805. [PMID: 37976622 DOI: 10.1016/j.watres.2023.120805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 10/26/2023] [Accepted: 10/27/2023] [Indexed: 11/19/2023]
Abstract
Adequate housing protects from diarrhea, which is a substantial health concern in low- and middle-income countries. The purpose of this study was to quantify the relationship between severe diarrhea and housing features at the municipal level to help in public health planning. Regression analyses were performed on annual (2000-2012) datasets on Brazilian municipalities (5570) in six household feature categories (e.g., waste management) and four severe diarrhea outcomes (e.g., diarrhea deaths of under-5 children). Household data were not available elsewhere of this magnitude and granularity, highlighting the scientific value-add of this study. Municipalities were clustered prior to regression analysis because of data heterogeneity. The compositional household feature data were also subjected to principal component analysis to diminish feature variable multicollinearity. The highest explanatory power was found for diarrhea deaths of under-5 children (R2 = 10-22 %), while those in the over-5 population were the least best explained (R2 = 0.3-7 %). Household features predicted diarrhea outcomes more accurately in the "advanced" housing municipality cluster (R2 = 16-22 %) than in the "mid-level" (R2 = 7-20 %) and "basic" (R2 = 6-12 %) ones (over-5 diarrhea deaths excluded). Under-5 children's diarrhea death prevalence was three times higher in the "basic" cluster than in the "advanced" cluster. Importantly, the impact of waste management was overall the largest of all household features, even larger than those of WASH, i.e., water supply, sanitation, and household drinking water treatment. This is surprising in the context of existing literature because WASH is generally regarded as the most important household factor affecting gastrointestinal health. In conclusion, public health interventions could benefit from customizing interventions for diarrhea outcomes, municipality types, and household features. Waste management's identified stronger association with diarrhea compared to WASH may have important implications beyond the water field and Brazil.
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Affiliation(s)
- Anni Juvakoski
- Department of Built Environment, Aalto University, PO Box 15200, FI-00076, Aalto, Finland.
| | | | - Michela Mulas
- Department of Built Environment, Aalto University, PO Box 15200, FI-00076, Aalto, Finland; Department of Teleinformatics Engineering, Federal University of Ceará, Campus do Pici, Fortaleza, Brazil
| | - Francesco Corona
- Department of Chemical and Metallurgical Engineering, Aalto University, PO Box 16100, Espoo, FI-00076, Aalto, Finland
| | - Riku Vahala
- Department of Built Environment, Aalto University, PO Box 15200, FI-00076, Aalto, Finland
| | - Olli Varis
- Department of Built Environment, Aalto University, PO Box 15200, FI-00076, Aalto, Finland
| | - Ilkka Mellin
- Department of Mathematics and Systems Analysis, Aalto University, PO Box 11100, FI-00076, Aalto, Finland
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16
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Khader Y, Al Nsour M, Abu Khudair S, Saad R, Tarawneh MR, Lami F. Strengthening Primary Healthcare in Jordan for Achieving Universal Health Coverage: A Need for Family Health Team Approach. Healthcare (Basel) 2023; 11:2993. [PMID: 37998485 PMCID: PMC10671215 DOI: 10.3390/healthcare11222993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 11/04/2023] [Accepted: 11/08/2023] [Indexed: 11/25/2023] Open
Abstract
Achieving Universal Health Coverage (UHC) is a strategic objective of the Jordanian government and has been prioritized in its strategies and plans. However, there are several challenges affecting primary healthcare in Jordan and the health system in general that prevent Jordan from achieving UHC. This paper highlights the importance of team-based care in the form of Family Health Teams (FHTs) to realize Jordan's goal of achieving UHC. FHTs are a team-based approach that brings together diverse professionals to provide a comprehensive, efficient, patient-centered primary care system that meets the changing needs of Jordan's population and refugees. However, the implementation of FHT may encounter obstacles, including individual, organizational, institutional, and external barriers. To overcome such obstacles, several actions and processes need to be taken, including political commitment and leadership, implementing good governance and policy frameworks, allocating resources and funding, multisectoral collaboration, and engagement of communities and stakeholders. The successful implementation of FHTs requires participation from government officials, parliamentarians, civil society, and influential community, religious, and business leaders. A strategic policy framework, effective oversight, coalition building, regulation, attention to system design, and accountability are also essential. In conclusion, adopting the FHT approach in Jordan's Primary Healthcare system offers a promising path towards achieving UHC, improving healthcare access, quality, and efficiency while addressing the unique challenges faced by the country's healthcare system.
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Affiliation(s)
- Yousef Khader
- Department of Public Health, Faculty of Medicine, Jordan University of Science and Technology, Irbid 22110, Jordan
| | - Mohannad Al Nsour
- The Eastern Mediterranean Public Health Network, Amman 11195, Jordan; (M.A.N.); (R.S.)
| | - Sara Abu Khudair
- Global Health and Development, Faculty of Social Sciences, Tampere University, 33520 Tampere, Finland;
| | - Randa Saad
- The Eastern Mediterranean Public Health Network, Amman 11195, Jordan; (M.A.N.); (R.S.)
| | | | - Faris Lami
- Department of Family and Community Medicine, College of Medicine, University of Baghdad, Bab Al Muadham, Baghdad 00964, Iraq;
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Jantsch AG, Burström B, Nilsson GH, Ponce de Leon A. The impact of residency training in family medicine on hospital admissions due to Ambulatory-care Sensitive Conditions in Rio de Janeiro. PLOS GLOBAL PUBLIC HEALTH 2023; 3:e0000547. [PMID: 37851646 PMCID: PMC10584098 DOI: 10.1371/journal.pgph.0000547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 09/25/2023] [Indexed: 10/20/2023]
Abstract
Lack of skilled human resources in primary care remains a major concern for policymakers in low- and middle-income countries. There is little evidence supporting the impact of residency training in family medicine in the quality of care, and it perpetuates misconceptions among policymakers that the provision of primary care can be easily done by any physician without special training. This article compares the risk of patients being hospitalized due to Ambulatory care sensitive conditions and the odds of having follow-up visits in primary care after hospital discharge, according to the type of their medical provider: (1) Generalists (reference), (2) Family physicians; and, (3) patients with no consultations prior to the event. Multilevel multivariate binomial regression models estimated the relative risks of a patient being hospitalized in a given month and the relative risks for the occurrence of a follow-up visit in primary care in a retrospective cohort of 636.640 patients between January 2013 and July 2018 in Rio de Janeiro. For all 14 conditions, there was a higher risk of hospitalization when patients had no consultation in primary care prior to the event. Except for Ear, Nose and Throat infections, patients seen by family physicians had a lower risk of being hospitalized, compared to patients seen by Generalists. Follow-up visits were more likely to happen among patients treated by family physicians for almost every condition analyzed. With two years of training in family medicine, Family physicians can reduce the risk of their patients being hospitalized and increase the likelihood of those patients having a follow-up consultation in primary care. Investments in residency training in family medicine should be made to fix the shortage of skilled physicians in primary care, reduce hospitalizations and improve quality and continuity of care.
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Affiliation(s)
| | - Bo Burström
- Department of Global Public Health at the Karolinska Institutet, Stockholm, Sweden
| | - Gunnar H. Nilsson
- Department of Neurobiology, Care Sciences and Society at the Karolinska Institutet, Stockholm, Sweden
| | - Antônio Ponce de Leon
- Instituto de Medicina Social, Rio de Janeiro State University, Rio de Janeiro, Brazil
- Department of Global Public Health at the Karolinska Institutet, Stockholm, Sweden
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Ferreira-Batista NN, Teixeira AD, Diaz MDM, Postali FAS, Moreno-Serra R, Love-Koh J. Is primary health care worth it in the long run? Evidence from Brazil. HEALTH ECONOMICS 2023; 32:1504-1524. [PMID: 37010114 DOI: 10.1002/hec.4676] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 02/15/2023] [Accepted: 03/03/2023] [Indexed: 06/04/2023]
Abstract
This paper assesses whether Brazilian primary health care is worth it in the long-run by estimating the accumulated costs and benefits of its flagship, the Family Health Strategy program (ESF). We employ an alternative strategy centered on years of exposure to the program to incorporate its dynamics. We also account for the program's heterogeneity with respect to the remuneration of ESF health teams and the intensity of coverage across Brazilian municipalities, measure by the number of people assisted by each ESF team, on average. To address heterogeneity in professional earnings, this paper employs, for the first time, a dataset containing the remuneration of professionals allocated to all ESF teams nationwide. The benefits are measured by the avoided deaths and hospitalizations due to causes sensitive to primary care. Results suggest that the net monetary benefit of the program is positive on average, with an optimum time of exposure of approximately 16 years. Significant heterogeneities in cost-benefit results were found since costs outweigh benefits in localities where the coverage is low intensive. On the other hand, the benefits outweigh the costs by 22.5% on average in municipalities with high intensive coverage.
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Affiliation(s)
| | | | | | | | | | - James Love-Koh
- Centre for Health Economics, University of York, York, UK
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19
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Aridja UM, Rocha MS, Bartholomay P, Pelissari DM, Silva DAD, Poças KC, Duarte EC. Factors associated with post-mortem notification of tuberculosis cases in Brazil, 2014. CAD SAUDE PUBLICA 2023; 39:e00301521. [PMID: 37377304 PMCID: PMC10494677 DOI: 10.1590/0102-311xpt301521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 02/21/2023] [Accepted: 02/27/2023] [Indexed: 06/29/2023] Open
Abstract
According to the World Health Organization (WHO), 1.6 million deaths and 10.6 million cases of tuberculosis (TB) were reported worldwide in 2021. If treated opportunely with the recommended therapy, 85% of patients with TB are healed. The occurrence of death from TB without prior notification of the disease indicates failure in the timely access to this effective treatment. Therefore, this study aimed to identify TB cases with post-mortem notification in Brazil. This is a nested case-control study using a cohort of new TB cases reported to the Braziliam Information System for Notificable Diseases (SINAN). This study analyzed the following variables: selected characteristics of the individual (gender, age, race/color, education), the municipality (Municipality Human Development Index - M-HDI, poverty rate, size, region, and municipality), health services, and underlying or associated cause of death. Logistic regression was estimated using a hierarchical analysis model. People with TB aged 60 years or older (OR = 1.43), with low educational level (OR = 1.67), and with malnutrition (OR = 5.54), living in municipalities with low M-HDI and medium population size (OR = 1.26), located in the North Region of Brazil (OR = 2.42) had a higher chance of post-mortem notification. Protective factors were HIV-TB coinfection (OR = 0.75), malignant neoplasms (OR = 0.62), and living in cities with broad primary care coverage (OR = 0.79). Vulnerable populations should be prioritized in order to address the obstacles to the access to TB diagnosis and treatment in Brazil.
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Affiliation(s)
| | - Marli Souza Rocha
- Secretaria de Vigilância em Saúde, Ministério da Saúde, Brasília, Brasil
| | | | - Daniele Maria Pelissari
- Secretaria de Vigilância em Saúde, Ministério da Saúde, Brasília, Brasil
- Faculdade de Saúde Pública, Universidade de São Paulo, São Paulo, Brasil
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20
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Hone T, Been JV, Saraceni V, Coeli CM, Trajman A, Rasella D, Durovni B, Millett C. Associations between primary healthcare and infant health outcomes: a cohort analysis of low-income mothers in Rio de Janeiro, Brazil. LANCET REGIONAL HEALTH. AMERICAS 2023; 22:100519. [PMID: 37274550 PMCID: PMC10238835 DOI: 10.1016/j.lana.2023.100519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 04/19/2023] [Accepted: 05/10/2023] [Indexed: 06/06/2023]
Abstract
Background Expanding primary healthcare to urban poor populations is a priority in many low-and middle-income countries and is essential to achieve universal health coverage (UHC). Between 2008 and 2016 the city of Rio de Janeiro undertook an ambitious programme to rapidly expand primary care to low-income areas through the family health strategy (FHS). Infant health impacts of this roll out are unknown. This study examines associations between maternal FHS utilisation and birth outcomes, neonatal and infant mortality. Methods A cohort of 75,339 live births (January 2009-December 2014) to low-income mothers in Rio de Janeiro was linked to primary care, birth, hospital and death records. The relationship between maternal FHS use and infant health outcomes was assessed through logistic regression with inverse probability treatment weighting and regression adjustment. Socioeconomic inequalities in the associations between FHS use and outcomes were explored through interactions. Primary outcomes were neonatal and infant death. Thirteen secondary outcomes were also examined to explore other important health outcomes and potential mechanisms. Results A total of 9002 (12.0%) infants were born to mothers in the cohort who used FHS services either before pregnancy or in the first two trimesters. There was a total of 527 neonatal and 893 infant deaths. Maternal FHS usage during the first two trimesters was associated with substantial reductions in neonatal [adjusted odds ratio (aOR): 0.527, 95% confidence interval (95% CI): 0.345; 0.806] and infant mortality (aOR: 0.672, 95% CI: 0.48; 0.924). Infants born to lower-income mothers and those without formal employment had larger reductions in neonatal and infant mortality associated with FHS use. Maternal FHS in the first two trimesters use was also associated with more antenatal care consultations and a lower risk of low birth weight and preterm birth. Interpretation Expanding primary care to low-income populations in Rio de Janeiro was associated with improved infant health and health equity benefits. Funding DFID/MRC/Wellcome Trust/ESRC.
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Affiliation(s)
- Thomas Hone
- Public Health Policy Evaluation Unit, School of Public Health, Imperial College London, London, UK
| | - Jasper V. Been
- Division of Neonatology, Department of Neonatal and Paediatric Intensive Care, Department of Obstetrics and Gynaecology, and Department of Public Health, Erasmus MC Sophia Children’s Hospital, University Medical Centre Rotterdam, Rotterdam, the Netherlands
| | - Valeria Saraceni
- Health Surveillance Branch, Secretaria Municipal de Saúde do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - Anete Trajman
- Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Davide Rasella
- Public Health Policy Evaluation Unit, School of Public Health, Imperial College London, London, UK
- Instituto de Saúde Coletiva, Universidade Federal da Bahia, Salvador, Brazil
- ISGlobal, Hospital Clínic— Universitat de Barcelona, Barcelona, Spain
| | - Betina Durovni
- Health Surveillance Branch, Secretaria Municipal de Saúde do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Christopher Millett
- Public Health Policy Evaluation Unit, School of Public Health, Imperial College London, London, UK
- NOVA National School of Public Health, Public Health Research Centre, Comprehensive Health Research Center, CHRC, NOVA University Lisbon, Lisbon, Portugal
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Gizaw Z, Astale T, Kassie GM. What improves access to primary healthcare services in rural communities? A systematic review. BMC PRIMARY CARE 2022; 23:313. [PMID: 36474184 PMCID: PMC9724256 DOI: 10.1186/s12875-022-01919-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 11/18/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND To compile key strategies from the international experiences to improve access to primary healthcare (PHC) services in rural communities. Different innovative approaches have been practiced in different parts of the world to improve access to essential healthcare services in rural communities. Systematically collecting and combining best experiences all over the world is important to suggest effective strategies to improve access to healthcare in developing countries. Accordingly, this systematic review of literature was undertaken to identify key approaches from international experiences to enhance access to PHC services in rural communities. METHODS All published and unpublished qualitative and/or mixed method studies conducted to improvement access to PHC services were searched from MEDLINE, Scopus, Web of Science, WHO Global Health Library, and Google Scholar. Articles published other than English language, citations with no abstracts and/or full texts, and duplicate studies were excluded. We included all articles available in different electronic databases regardless of their publication years. We assessed the methodological quality of the included studies using mixed methods appraisal tool (MMAT) version 2018 to minimize the risk of bias. Data were extracted using JBI mixed methods data extraction form. Data were qualitatively analyzed using emergent thematic analysis approach to identify key concepts and coded them into related non-mutually exclusive themes. RESULTS Our analysis of 110 full-text articles resulted in ten key strategies to improve access to PHC services. Community health programs or community-directed interventions, school-based healthcare services, student-led healthcare services, outreach services or mobile clinics, family health program, empanelment, community health funding schemes, telemedicine, working with traditional healers, working with non-profit private sectors and non-governmental organizations including faith-based organizations are the key strategies identified from international experiences. CONCLUSION This review identified key strategies from international experiences to improve access to PHC services in rural communities. These strategies can play roles in achieving universal health coverage and reducing disparities in health outcomes among rural communities and enabling them to get healthcare when and where they want.
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Affiliation(s)
- Zemichael Gizaw
- grid.59547.3a0000 0000 8539 4635Department of Environmental and Occupational Health and Safety, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Tigist Astale
- grid.452387.f0000 0001 0508 7211International Institute for Primary Health Care- Ethiopia, Ethiopian Public Health Institute, Addis Ababa, Ethiopia
| | - Getnet Mitike Kassie
- grid.452387.f0000 0001 0508 7211International Institute for Primary Health Care- Ethiopia, Ethiopian Public Health Institute, Addis Ababa, Ethiopia
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Barros RDD, Aquino R, Souza LEPF. Evolução da estrutura e resultados da Atenção Primária à Saúde no Brasil entre 2008 e 2019. CIENCIA & SAUDE COLETIVA 2022; 27:4289-4301. [DOI: 10.1590/1413-812320222711.02272022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 07/01/2022] [Indexed: 05/31/2023] Open
Abstract
Resumo Descreve a evolução da estrutura e resultados da Atenção Primária à Saúde (APS) no Brasil, entre 2008 e 2019. Foram calculadas a mediana de variáveis como: despesa per capita em APS por habitante coberto, cobertura da APS e as taxas de mortalidade e internações por condições sensíveis à atenção primária (CSAP) de 5.565 municípios brasileiros estratificados segundo porte populacional e quintil do Índice Brasileiro de Privação (IBP) e analisada a tendência mediana no período. Houve aumento de 12% na mediana da despesa em APS. A cobertura da APS expandiu, sendo que 3.168 municípios apresentaram 100% de cobertura em 2019, contra 2.632 em 2008. A mediana das taxas de mortalidade e internações por CSAP aumentou 0,2% e diminuiu 44,9% respectivamente. A despesa em APS foi menor nos municípios com maior privação socioeconômica. Quanto maior o porte populacional e melhores as condições socioeconômicas dos municípios, menor a cobertura da APS. Quanto maior a privação socioeconômica dos municípios, maiores foram as medianas das taxas de mortalidade por CSAP. Este estudo demonstrou que a evolução da APS foi heterogênea e está associada tanto ao porte populacional como às condições socioeconômicas dos municípios.
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Barros RDD, Aquino R, Souza LEPF. Evolution of the structure and results of Primary Health Care in Brazil between 2008 and 2019. CIENCIA & SAUDE COLETIVA 2022. [DOI: 10.1590/1413-812320222711.02272022en] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Abstract This paper describes the structure and results of Primary Health Care (PHC) in Brazil between 2008 and 2019. The medians of the following variables were calculated: PHC spending per inhabitant covered, PHC coverage, and rates of mortality and hospitalizations due to primary care sensitive conditions (PCSC), in 5,565 Brazilian municipalities stratified according to population size and quintile of the Brazilian Deprivation Index (IBP), and the median trend in the period was analyzed. There was a 12% increase in median PHC spending. PHC coverage expanded, with 3,168 municipalities presenting 100% coverage in 2019, compared to 2,632 in 2008. The median rates of PCSC mortality and hospitalizations increased 0.2% and decreased 44.9%, respectively. PHC spending was lower in municipalities with greater socioeconomic deprivation. The bigger the population and the better the socioeconomic conditions were in the municipalities, the lower the PHC coverage. The greater the socioeconomic deprivation was in the municipalities, the higher the median PCSC mortality rates. This study showed that the evolution of PHC was heterogeneous and is associated both with the population size and with the socioeconomic conditions of the municipalities.
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Ferreira-Batista NN, Postali FAS, Diaz MDM, Teixeira AD, Moreno-Serra R. The Brazilian Family Health Strategy and adult health: Evidence from individual and local data for metropolitan areas. ECONOMICS AND HUMAN BIOLOGY 2022; 46:101143. [PMID: 35550232 DOI: 10.1016/j.ehb.2022.101143] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Revised: 11/29/2021] [Accepted: 04/19/2022] [Indexed: 06/15/2023]
Abstract
Previous studies have found that the expansion of primary health care in Brazil following the country-wide family health strategy (ESF), one of the largest primary care programs in the world, has improved health outcomes. However, these studies have relied either on aggregate data or on limited individual data, with no fine-grained information available concerning household participation in the ESF or local supply of ESF services, which represent crucial aspects for analytical and policy purposes. This study analyzes the relationship between the ESF and health outcomes for the adult population in metropolitan areas in Brazil. We investigate this relationship through two linked dimensions of the ESF: the program's local supply of health teams and ESF household registration. In contrast with previous studies focusing on comparisons between certain definitions of "treated" versus "nontreated" populations, our results indicate that the local density of health teams is important to the observed effects of the ESF on adult health. We also find evidence consistent with the presence of positive primary health care spillovers to people not registered with the ESF. However, current ESF coverage levels in metropolitan areas have limited ability to address prevailing health inequalities. Our analysis suggests that the local intensity of ESF coverage should be a key consideration for evaluations and policy efforts related to future ESF expansion.
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Fardousi N, Nunes da Silva E, Kovacs R, Borghi J, Barreto JOM, Kristensen SR, Sampaio J, Shimizu HE, Gomes LB, Russo LX, Gurgel GD, Powell-Jackson T. Performance bonuses and the quality of primary health care delivered by family health teams in Brazil: A difference-in-differences analysis. PLoS Med 2022; 19:e1004033. [PMID: 35797409 PMCID: PMC9262241 DOI: 10.1371/journal.pmed.1004033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Accepted: 05/26/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Pay-for-performance (P4P) programmes to incentivise health providers to improve quality of care have been widely implemented globally. Despite intuitive appeal, evidence on the effectiveness of P4P is mixed, potentially due to differences in how schemes are designed. We exploited municipality variation in the design features of Brazil's National Programme for Improving Primary Care Access and Quality (PMAQ) to examine whether performance bonuses given to family health team workers were associated with changes in the quality of care and whether the size of bonus mattered. METHODS AND FINDINGS For this quasi-experimental study, we used a difference-in-differences approach combined with matching. We compared changes over time in the quality of care delivered by family health teams between (bonus) municipalities that chose to use some or all of the PMAQ money to provide performance-related bonuses to team workers with (nonbonus) municipalities that invested the funds using traditional input-based budgets. The primary outcome was the PMAQ score, a quality of care index on a scale of 0 to 100, based on several hundred indicators (ranging from 598 to 660) of health care delivery. We did one-to-one matching of bonus municipalities to nonbonus municipalities based on baseline demographic and economic characteristics. On the matched sample, we used ordinary least squares regression to estimate the association of any bonus and size of bonus with the prepost change over time (between November 2011 and October 2015) in the PMAQ score. We performed subgroup analyses with respect to the local area income of the family health team. The matched analytical sample comprised 2,346 municipalities (1,173 nonbonus municipalities; 1,173 bonus municipalities), containing 10,275 family health teams that participated in PMAQ from the outset. Bonus municipalities were associated with a 4.6 (95% CI: 2.7 to 6.4; p < 0.001) percentage point increase in the PMAQ score compared with nonbonus municipalities. The association with quality of care increased with the size of bonus: the largest bonus group saw an improvement of 8.2 percentage points (95% CI: 6.2 to 10.2; p < 0.001) compared with the control. The subgroup analysis showed that the observed improvement in performance was most pronounced in the poorest two-fifths of localities. The limitations of the study include the potential for bias from unmeasured time-varying confounding and the fact that the PMAQ score has not been validated as a measure of quality of care. CONCLUSIONS Performance bonuses to family health team workers compared with traditional input-based budgets were associated with an improvement in the quality of care.
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Affiliation(s)
- Nasser Fardousi
- Department of Global Health and Development, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | | | - Roxanne Kovacs
- Department of Global Health and Development, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Josephine Borghi
- Department of Global Health and Development, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | | | | | - Juliana Sampaio
- Department of Health Promotion, Federal University of Paraiba, João Pessoa, Paraiba, Brazil
| | | | - Luciano B. Gomes
- Department of Health Promotion, Federal University of Paraiba, João Pessoa, Paraiba, Brazil
| | | | | | - Timothy Powell-Jackson
- Department of Global Health and Development, London School of Hygiene & Tropical Medicine, London, United Kingdom
- * E-mail:
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Macinko J, Mullachery PH. Primary care experiences among Brazilian adults: Cross-sectional evidence from the 2019 National Health Survey. PLoS One 2022; 17:e0269686. [PMID: 35671302 PMCID: PMC9173631 DOI: 10.1371/journal.pone.0269686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2021] [Accepted: 05/26/2022] [Indexed: 11/18/2022] Open
Abstract
Objectives
The Brazilian Family Health Strategy (FHS) is strongly associated with better health system performance, but there are no nationally-representative data examining individual-level primary care experiences in the country. Here, we examine reports of primary care experiences among adults with different forms of healthcare coverage (FHS, “traditional” public health posts, and private health plans).
Methods
Data are from the 2019 National Health Survey that included a shortened version of the Primary Care Assessment Tool (PCAT). PCAT questions were administered to a subsample of randomly-selected adults who had a doctor visit within the past 6 months and sought care in a primary care setting (9677 respondents). We used linear regression to examine the association between type of healthcare coverage and PCAT scores adjusted for sex, age, socioeconomic status, health status, geographic region and state of residence.
Results
Primary care experiences in the sample of Brazilians who had a doctor visit 6 months prior to the survey averaged a modest PCAT score of 57 out of 100. Regression models show that users of the FHS had superior primary care experiences, but with large variations across Brazilian regions and states. Individuals selected to respond to the PCAT questions were more likely to be female, older, and poorer, and to be in worse health than the general population.
Conclusions
Brazil’s FHS is associated with modest, but higher-reported primary care experiences than both traditional public health posts and those who have a private health plan. Future iterations of the PCAT module could enhance generalizability by including individuals who had a doctor visit in the past 12 (instead of 6) months.
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Affiliation(s)
- James Macinko
- Departments of Health Policy and Management and Community Health Sciences, Fielding School of Public Health, University of California, Los Angeles, California, United States of America
- * E-mail:
| | - Pricila H. Mullachery
- Urban Health Collaborative, Dornsife School of Public Health, Drexel University, Philadelphia, PA, United States of America
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Szwarcwald CL, Almeida WDSD, Souza Júnior PRBD, Rodrigues JM, Romero DE. Socio-spatial inequalities in healthy life expectancy in the elderly, Brazil, 2013 and 2019. CAD SAUDE PUBLICA 2022; 38Suppl 1:e00124421. [PMID: 35544919 DOI: 10.1590/0102-311x00124421] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Accepted: 09/09/2021] [Indexed: 11/22/2022] Open
Abstract
The growth in longevity in Brazil has drawn attention to more useful population health measures to complement mortality. In this paper, we investigate socio-spatial differences in life expectancy and healthy life expectancy based on information from the Brazilian National Health Survey (PNS), 2013 and 2019. A three-stage cluster sampling with stratification of the primary sampling units and random selection in all stages was used in both PNS editions. Healthy life expectancy was estimated by Sullivan's method by sex, age, and Federated Units (UF). Severe limitations to at least one noncommunicable chronic disease (NCD) or poor self-rated health were used to define the unhealthy state. Inequality indicators and a Principal Component analysis were used to investigate socio-spatial inequalities. From 2013 to 2019, both life expectancy and healthy life expectancy increased. The analysis by UF show larger disparities in healthy life expectancy than in life expectancy, with healthy life expectancy at age 60 varying from 13.6 to 19.9 years, in 2013, and from 14.9 to 20.1, in 2019. Healthy life expectancy in the wealthiest quintile was 20% longer than for those living in the poorest quintile. Wide socio-spatial disparities were found with the worst indicators in the UF located in the North and Northeast regions, whether considering poverty concentration or health care utilization. The socio-spatial inequalities demonstrated the excess burden of poor health experienced by older adults living in the less developed UF. The development of strategies at subnational levels is essential not only to provide equal access to health care but also to reduce risk exposures and support prevention policies for adoption of health behaviors.
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Affiliation(s)
- Celia Landmann Szwarcwald
- Instituto de Comunicação e Informação Científica e Tecnológica em Saúde, Fundação Oswaldo Cruz, Rio de Janeiro, Brasil
| | - Wanessa da Silva de Almeida
- Instituto de Comunicação e Informação Científica e Tecnológica em Saúde, Fundação Oswaldo Cruz, Rio de Janeiro, Brasil
| | | | - Jéssica Muzy Rodrigues
- Instituto de Comunicação e Informação Científica e Tecnológica em Saúde, Fundação Oswaldo Cruz, Rio de Janeiro, Brasil
| | - Dalia Elena Romero
- Instituto de Comunicação e Informação Científica e Tecnológica em Saúde, Fundação Oswaldo Cruz, Rio de Janeiro, Brasil
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Holanda WTG, Oliveira SBD, Sanchez MN. [Differential aspects in the access to and quality of primary health care within the scope of the vaccine coverage for influenza]. CIENCIA & SAUDE COLETIVA 2022; 27:1679-1694. [PMID: 35475845 DOI: 10.1590/1413-81232022274.03472021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Accepted: 06/15/2021] [Indexed: 11/22/2022] Open
Abstract
A drop in the percentages of vaccination coverage in Brazil has been detected in a scenario where there is progressive growth in the coverage of Primary Health Care (PHC), namely the location where most of the vaccination actions occur. This article investigated the differences in PHC access and quality profiles among municipalities that attained or failed to attain coverage targets for influenza in 2019, stratified by vaccination priority groups. In this ecological study, we compared predictors of reaching the goal of vaccination coverage for influenza, considering access, quality, and characteristics of the municipality. For all groups, the set of municipalities that reached the targets had greater PHC and Family Health Strategy coverage and a greater number of Community Health Agents per thousand inhabitants. They also carried out more active searches for children with delayed vaccination schedules, registered the vaccination of pregnant women on the same day, had unit opening hours that met user expectations, showed greater user satisfaction with the care received and had a higher percentage of the population with access to garbage collection. The variables may support decision-making about the organization of PHC services with the purpose of expanding vaccine coverage for influenza.
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Affiliation(s)
- Wanessa Tenório Gonçalves Holanda
- Programa de Pós-graduação em Medicina Tropical, Universidade de Brasília. Campus Universitário Darcy Ribeiro, 70910-900. Brasília DF Brasil.
| | | | - Mauro Niskier Sanchez
- Departamento de Saúde Coletiva, Faculdade de Ciências da Saúde, Universidade de Brasília. Brasília DF Brasil
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Carneiro VCCB, Ribeiro de Oliveira PDT, Rassy Carneiro S, Cardoso Maciel M, Pedroso JDS. Impact of expansion of primary care in child health: a population-based panel study in municipalities in the Brazilian Amazon. BMJ Open 2022; 12:e048897. [PMID: 35246414 PMCID: PMC8900036 DOI: 10.1136/bmjopen-2021-048897] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVES Considering the expansion of primary care in areas of difficult access in the Brazilian territory in recent decades, the aim of this study to evaluate the effect of the Family Health Strategy (FHS) expansion on hospitalisations due to ambulatory care-sensitive conditions (ACSCs) and mortality in children under 5 years of age in the state of Pará, Brazilian Amazon. METHODS A longitudinal analysis from 2008 to 2017 was conducted for data collected from the SUS's database (DATASUS) using panel regression methods to determine the association between the expansion FHS coverage, ACSC rate, under 5 mortality rate and child mortality rate in municipalities of the state of Pará. RESULTS There was an expansion of 40% of the population coverage of the FHS, in the same period there were 347 468.55 hospitalisations due to ASCSs of children under 5 years of age in the public health network in the state of Pará, which represented a reduction of almost 28% (p value <0001), and significant reduction of almost 57.67% in government hospital expenditures with hospitalisations between 2008 and 2017. In this period, there was also a significant decrease in the mortality rate in children under 5 years of age. CONCLUSIONS Our findings reinforce the importance of the public health protection for the child population and the positive impacts of FHS in the state of Pará, in the Brazilian Amazon. The government actions aimed at reducing regional health disparities and the effort to strengthen primary care can improve health indicators of children and be an important strategy to developing countries.
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Jesus GS, Pescarini JM, Silva AF, Torrens A, Carvalho WM, Junior EPP, Ichihara MY, Barreto ML, Rebouças P, Macinko J, Sanchez M, Rasella D. The effect of primary health care on tuberculosis in a nationwide cohort of 7·3 million Brazilian people: a quasi-experimental study. Lancet Glob Health 2022; 10:e390-e397. [PMID: 35085514 PMCID: PMC8847211 DOI: 10.1016/s2214-109x(21)00550-7] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Revised: 11/02/2021] [Accepted: 11/11/2021] [Indexed: 02/01/2023]
Abstract
BACKGROUND Universal health coverage is one of the WHO End TB Strategy priority interventions and could be achieved-particularly in low-income and middle-income countries-through the expansion of primary health care. We evaluated the effects of one of the largest primary health-care programmes in the world, the Brazilian Family Health Strategy (FHS), on tuberculosis morbidity and mortality using a nationwide cohort of 7·3 million individuals over a 10-year study period. METHODS We analysed individuals who entered the 100 Million Brazilians Cohort during the period Jan 1, 2004, to Dec 31, 2013, and compared residents in municipalities with no FHS coverage with residents in municipalities with full FHS coverage. We used a cohort design with multivariable Poisson regressions, adjusted for all relevant demographic and socioeconomic variables and weighted with inverse probability of treatment weighting, to estimate the effect of FHS on tuberculosis incidence, mortality, cure, and case fatality. We also performed a range of stratifications and sensitivity analyses. FINDINGS FHS exposure was associated with lower tuberculosis incidence (rate ratio [RR] 0·78, 95% CI 0·72-0·84) and mortality (0·72, 0·55-0·94), and was positively associated with tuberculosis cure rates (1·04, 1·00-1·08). FHS was also associated with a decrease in tuberculosis case-fatality rates, although this was not statistically significant (RR 0·84, 95% CI 0·55-1·30). FHS associations were stronger among the poorest individuals for all the tuberculosis indicators. INTERPRETATION Community-based primary health care could strongly reduce tuberculosis morbidity and mortality and decrease the unequal distribution of the tuberculosis burden in the most vulnerable populations. During the current marked rise in global poverty due to the COVID-19 pandemic, investments in primary health care could help protect against the expected increases in tuberculosis incidence worldwide and contribute to the attainment of the End TB Strategy goals. FUNDING TB Modelling and Analysis Consortium (Bill & Melinda Gates Foundation), Wellcome Trust, and Brazilian Ministry of Health. TRANSLATION For the Portuguese translation of the abstract see Supplementary Materials section.
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Affiliation(s)
- Gabriela S Jesus
- Faculty of Medicine, Federal University of Bahia, Salvador, Brazil; Centre for Data and Knowledge Integration for Health, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
| | - Julia M Pescarini
- Centre for Data and Knowledge Integration for Health, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
| | - Andrea F Silva
- Institute of Collective Health, Federal University of Bahia, Salvador, Brazil
| | - Ana Torrens
- Vital Strategies, Civil Registration and Vital Statistics Improvement and Data Impact Programs, São Paulo, Brazil
| | | | - Elzo P P Junior
- Centre for Data and Knowledge Integration for Health, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
| | - Maria Y Ichihara
- Centre for Data and Knowledge Integration for Health, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
| | - Mauricio L Barreto
- Institute of Collective Health, Federal University of Bahia, Salvador, Brazil; Centre for Data and Knowledge Integration for Health, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
| | - Poliana Rebouças
- Institute of Collective Health, Federal University of Bahia, Salvador, Brazil; Centre for Data and Knowledge Integration for Health, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
| | - James Macinko
- Departments of Health Policy and Management and Community Health Sciences, University of California, Los Angeles Fielding School of Public Health, Los Angeles, CA, USA
| | - Mauro Sanchez
- Department of Public Health, University of Brasilia, Brasilia, Brazil
| | - Davide Rasella
- Institute of Collective Health, Federal University of Bahia, Salvador, Brazil; Centre for Data and Knowledge Integration for Health, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil; ISGlobal, Hospital Clínic- Universitat de Barcelona, Barcelona, Spain.
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Rebouças P, Falcão IR, Barreto ML. Social inequalities and their impact on children's health: a current and global perspective. J Pediatr (Rio J) 2022; 98 Suppl 1:S55-S65. [PMID: 34951980 PMCID: PMC9510930 DOI: 10.1016/j.jped.2021.11.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Accepted: 11/01/2021] [Indexed: 12/03/2022] Open
Abstract
OBJECTIVE To describe the consequences of social inequalities on children's health as a global and persistent problem, demonstrating its historical and structural roots in different societies. DATA SOURCES Relevant articles in the PubMed/MEDLINE database, in addition to those found in a manual search and in the bibliographic references of selected studies and consultation to the websites of international organizations to obtain relevant data and documents. DATA SYNTHESIS To understand how inequities affect health, it is necessary to know the unequal distribution of their social determinants among population groups. In the case of children, the parental pathway of determinants is central. The non-equitable way in which many families or social groups live, determined by social and economic inequalities, produces unequal health outcomes, particularly for children. This is observed between and within countries. Children from the most vulnerable population groups consistently have worse health conditions. Interventions aimed at children's health must go beyond care and act in an integrated manner on poverty and on social and economic inequalities, aiming to end systematic and unfair differences. CONCLUSIONS Despite the considerable advances observed in children's health in recent decades at a global level, the inequalities measured by different indicators show that they persist. This scenario deserves attention from researchers and decision-makers, especially in the context of the global health crisis caused by the COVID-19 pandemic, which has further intensified the situation of vulnerability and social inequalities in health around the world.
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Affiliation(s)
- Poliana Rebouças
- Fundação Oswaldo Cruz Center, Centro de Integração de Dados e Conhecimento para Saúde (CIDACS), Salvador, BA, Brazil.
| | - Ila R Falcão
- Fundação Oswaldo Cruz Center, Centro de Integração de Dados e Conhecimento para Saúde (CIDACS), Salvador, BA, Brazil
| | - Mauricio L Barreto
- Fundação Oswaldo Cruz Center, Centro de Integração de Dados e Conhecimento para Saúde (CIDACS), Salvador, BA, Brazil; Universidade Federal da Bahia (UFBA), Instituto de Saúde Coletiva, Salvador, BA, Brazil
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Perveen S, Lassi ZS, Mahmood MA, Perry HB, Laurence C. Application of primary healthcare principles in national community health worker programmes in low-income and middle-income countries: a scoping review. BMJ Open 2022; 12:e051940. [PMID: 35110314 PMCID: PMC8811559 DOI: 10.1136/bmjopen-2021-051940] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 01/05/2022] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVE To identify which primary healthcare (PHC) principles are reflected in the implementation of national community health worker (CHW) programmes and how they may contribute to the outcomes of these programmes in the context of low-income and middle-income countries (LMICs). DESIGN Scoping review. DATA SOURCES A systematic search was conducted through PubMed, CINAHL, EMBASE and Scopus databases. ELIGIBILITY CRITERIA The review considered published primary studies on national programmes, projects or initiatives using the services of CHWs in LMICs focused on maternal and child health. We included only English language studies. Excluded were programmes operated by non-government organisations, study protocols, reviews, commentaries, opinion papers, editorials and conference proceedings. DATA EXTRACTION AND SYNTHESIS We reviewed the application of four PHC principles (universal health coverage, community participation, intersectoral coordination and appropriateness) in the CHW programme's objectives, implementation and stated outcomes. Data extraction was undertaken systematically in an excel spreadsheet while the findings were synthesised in a narrative manner. The quality appraisal of the selected studies was not performed in this scoping review. RESULTS From 1280 papers published between 1983 and 2019, 26 met the inclusion criteria. These 26 papers included 14 CHW programmes from 13 LMICs. Universal health coverage and community participation were the two commonly reported PHC principles, while intersectoral coordination was generally missing. Similarly, the cultural acceptability aspect of the principle of appropriateness was present in all programmes as these programmes select CHWs from within the communities. Other aspects, particularly effectiveness, were not evident. CONCLUSION The implementation of PHC principles across national CHW programmes in LMICs is patchy. For comprehensiveness and improved health outcomes, programmes need to incorporate all attributes of PHC principles. Future research may focus on how to incorporate more attributes of PHC principles while implementing national CHW programmes in LMICs. Better documentation and publications of CHW programme implementation are also needed.
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Affiliation(s)
- Shagufta Perveen
- School of Public Health, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, South Australia, Australia
| | - Zohra S Lassi
- Robinson Research Institute, Adelaide Medical School, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, South Australia, Australia
| | - Mohammad Afzal Mahmood
- School of Public Health, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, South Australia, Australia
| | - Henry B Perry
- Department of International Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Caroline Laurence
- School of Public Health, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, South Australia, Australia
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Diaz MDM, Teixeira AD, Postali FAS, Ferreira-Batista NN, Moreno-Serra R. Assessment of the Association between the Brazilian Family Health Strategy and Adult Mortality. Health Policy Plan 2022; 37:461-471. [DOI: 10.1093/heapol/czac011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 12/27/2021] [Accepted: 01/28/2022] [Indexed: 11/14/2022] Open
Abstract
Abstract
This study aimed to analyse a wide range of related health problems that respond favourably to efficient primary care treatment among adults. We evaluate the direct association of the Family Health Strategy (ESF) in Brazil on mortality of adults aged 25–64 years related to conditions for which access to effective primary care can reduce the likelihood of more severe outcomes. Additionally, we discussed heterogeneous effects associated with different intensities of the programme. To address these issues, we estimated a model with variation at the municipal level of the ESF expansion, including municipal-fixed effects, municipal specific trends and year-fixed effects. Our results show that a higher intensity of ESF is associated with reduced mortality by all conditions sensitive to primary care and for some diseases, especially after some years: avoidable conditions, asthma, heart failure, cerebrovascular diseases and gastrointestinal ulcer, infectious gastroenteritis and complications, diseases of the lower airways, hypertension, and diabetes.. As a public policy view, these results help understand how a nationwide primary care strategy can help mitigate mortality and emphasise the role of having sufficient health teams to attend to the population.
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Almeida WDSD, Szwarcwald CL, Souza Júnior PRBD. Housing conditions and coverage of the Family Health Strategy in Brazil: a comparison of the results of the National Health Survey 2013 and 2019. REVISTA BRASILEIRA DE EPIDEMIOLOGIA 2021; 24:e210005. [PMID: 34910059 DOI: 10.1590/1980-549720210005.supl.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 08/12/2021] [Indexed: 11/22/2022] Open
Abstract
OBJECTIVE This study sought to evaluate information about the characteristics of households and coverage of the Family Health Strategy (FHS), produced in the National Health Survey, and to describe the changes occurred between 2013 and 2019. METHODS Information on households and FHS coverage from the two editions of the National Health Survey (2013 and 2019) was used. Differences between proportions found were assessed, relating to the availability of basic supply and sanitation services, as well as the adequacy of materials used in the building of households, distribution of households' adequacy, and coverage by the FHS according to regions and census situation. The complex sampling design was considered in the analysis, so the t-test for independent samples was used to assess the statistical significance of differences between the proportions found in 2013 and 2019. RESULTS Upward trends were observed in the percentage of households with adequate finishing, as well as of households with piped water in at least one room, and with adequate basic sanitation (sewage and garbage). The FHS coverage also increased in the period. Regional differences prevail according to urban or rural situation of households. CONCLUSION Despite the increases observed both in the adequacy of households, in the availability of basic services and water/sanitation supply and in access to primary health care, many challenges still persist when it comes to ensuring that such services reach the most vulnerable places.
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Affiliation(s)
- Wanessa da Silva de Almeida
- Institute for Scientific and Technological Communication and Information in Health, Fundação Oswaldo Cruz - Rio de Janeiro (RJ), Brazil
| | - Célia Landmann Szwarcwald
- Institute for Scientific and Technological Communication and Information in Health, Fundação Oswaldo Cruz - Rio de Janeiro (RJ), Brazil
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Postali FAS, Diaz MDM, Ferreira-Batista NN, Teixeira AD, Moreno-Serra R. Primary care coverage and individual health: evidence from a likelihood model using biomarkers in Brazil. BMC Health Serv Res 2021; 21:1300. [PMID: 34863160 PMCID: PMC8642960 DOI: 10.1186/s12913-021-07329-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Accepted: 11/23/2021] [Indexed: 11/30/2022] Open
Abstract
Background Although the use of biomarkers to assess health outcomes has recently gained momentum, literature is still scarce for low- to middle-income countries. This paper explores the relationship between primary care coverage and individual health in Brazil using a dataset of blood-based biomarkers collected by the Brazilian National Health Survey. Both survey data and laboratory results were crossed with coverage data from the Family Health Strategy (ESF) program, the most important primary care program in Brazil; the coverage measures aim to capture both direct (household) and indirect (spill-over) effects. Methods The empirical strategy used a probit model to estimate the relationship between ESF program coverage and the likelihood of abnormal biomarker levels while controlling for a rich set of individual and household characteristics based on data from the national survey. Results Household ESF coverage was associated with a lower likelihood of abnormal results for biomarkers related to anemia (marginal effect between − 2.16 and − 2.18 percentage points), kidney failure (between − 1.01 and − 1.19 p.p.), and arterial hypertension (between − 1.48 and − 1.64 p.p). The likelihood of abnormal levels of white blood cells and thrombocytes was negatively related to primary care coverage (marginal effect between − 1.8 and − 2 p.p.). The spillover effects were relevant for kidney failure and arterial hypertension, depending on the regional level. Although not sensitive to household coverage, diabetes mellitus was negatively associated with the state supply of primary care, and abnormal cholesterol levels did not present any relationship with ESF program coverage. Conclusions The presence of spillover effects of ESF program coverage regarding these conditions reveals that the strengthening of primary care by increasing the household registration and the regional density of ESF teams is an efficient strategy to address important comorbidities. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-021-07329-9.
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Affiliation(s)
| | - Maria Dolores Montoya Diaz
- Department of Economics, University of Sao Paulo, Avenida Prof. Luciano Gualberto, 908, São Paulo, SP, 5508-010, Brazil
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Jantsch AG, Burström B, Nilsson G, de Leon AP. Detection and follow-up of chronic health conditions in Rio de Janeiro - the impact of residency training in family medicine. BMC FAMILY PRACTICE 2021; 22:223. [PMID: 34773996 PMCID: PMC8590285 DOI: 10.1186/s12875-021-01542-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/21/2021] [Accepted: 09/07/2021] [Indexed: 11/10/2022]
Abstract
BACKGROUND There is a need for evidence that residency training in family medicine can benefit the care of patients in primary care in low- and middle-income countries. We tested the hypothesis that two years of residency training in family medicine enables doctors to better detect chronic health conditions while requesting fewer laboratory tests and providing more follow-up visits. METHODS We performed a retrospective longitudinal observational analysis of medical consultations from 2013 to 2018 in primary care in Rio de Janeiro, comparing doctors without residency training in family medicine (Generalists) versus family physicians (FPs). Multivariate multilevel binomial regression models estimated the risks of patients being diagnosed for a list of 31 chronic health conditions, having a follow-up visit for these conditions, and having laboratory tests ordered from a list of 30 exams. RESULTS 569.289 patients had 2.908.864 medical consultations performed by 734 generalists and 231 FPs. Patients seen by FPs were at a higher risk of being detected for most of the chronic health conditions, at a lower risk of having any of the 30 laboratory tests requested, and at a higher risk of having a follow-up visit in primary care. CONCLUSIONS Residency training in family medicine can make physicians more skilled to work in primary care. Policymakers must prioritize investments in capacity building of healthcare workforce to make primary care truly comprehensive.
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Affiliation(s)
- Adelson Guaraci Jantsch
- Instituto de Medicina Social, Rio de Janeiro State University, Bloco D e E, R. São Francisco Xavier, 524 - 7th floor - Maracanã, Rio de Janeiro, RJ, 20550-900, Brazil
| | - Bo Burström
- Department of Global Public Health at the Karolinska Institute, Solna, Sweden
| | - Gunnar Nilsson
- Department of Neurobiology, Care Sciences and Society at the Karolinska Institute, Solna, Sweden
| | - Antônio Ponce de Leon
- Instituto de Medicina Social, Rio de Janeiro State University, Bloco D e E, R. São Francisco Xavier, 524 - 7th floor - Maracanã, Rio de Janeiro, RJ, 20550-900, Brazil.
- Department of Global Public Health at the Karolinska Institute, Solna, Sweden.
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Giovanella L, Martufi V, Ruiz DC, Mendonça MHMD, Bousquat A, Aquino R, Medina MG. A contribuição da Atenção Primária à Saúde na rede SUS de enfrentamento à Covid-19. SAÚDE EM DEBATE 2021. [DOI: 10.1590/0103-1104202113014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
RESUMO A centralidade no cuidado individual a casos graves descurou a abordagem populacional comunitária necessária ao enfrentamento da pandemia de Covid-19 no Sistema Único de Saúde (SUS). Neste ensaio, argumenta-se que a Estratégia Saúde da Família (ESF), com suas equipes multiprofissionais e enfoque comunitário e territorial, tem potencial para atuar na abordagem comunitária necessária ao enfrentamento da epidemia. A partir de experiências locais e internacionais, analisa quatro campos de atuação da Atenção Primária à Saúde (APS) no SUS no enfrentamento da Covid-19: vigilância nos territórios; cuidado individual dos casos confirmados e suspeitos de Covid-19; ação comunitária de apoio aos grupos vulneráveis; e continuidade dos cuidados rotineiros da APS. Reconhecem-se limites dessa atuação decorrentes de mudanças recentes na Política Nacional de Atenção Básica que afetam o modelo assistencial da vigilância em saúde. Conclui-se ser necessário ativar os atributos comunitários das equipes multiprofissionais da ESF e do Núcleo de Apoio à Saúde da Família; associar-se às iniciativas solidárias das organizações comunitárias e articular-se intersetorialmente; e garantir a continuidade das ações de promoção, prevenção e cuidado, criando novos processos de trabalho na vigilância em saúde, no apoio social e sanitário aos grupos vulneráveis e na continuidade da atenção rotineira para quem dela precisa.
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Bexson C, Millett C, Santos LMP, de Sousa Soares R, de Oliveira FP, Hone T. Brazil's more doctors programme and infant health outcomes: a longitudinal analysis. HUMAN RESOURCES FOR HEALTH 2021; 19:97. [PMID: 34391440 PMCID: PMC8363855 DOI: 10.1186/s12960-021-00639-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 08/04/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND Providing sufficient numbers of human resources for health is essential for effective and accessible health services. Between 2013 and 2018, the Brazilian Ministry of Health implemented the Programa Mais Médicos (PMM) (More Doctors Programme) to increase the supply of primary care doctors in underserved areas of the country. This study investigated the association between PMM and infant health outcomes and assessed if heterogeneity in the impact of PMM varied by municipal socio-economic factors and health indicators. METHODS An ecological longitudinal (panel) study design was employed to analyse data from 5565 Brazilian municipalities over a 12-year period between 2007 and 2018. A differences-in-differences approach was implemented using longitudinal fixed effect regression models to compare infant health outcomes in municipalities receiving a PMM doctor with those that did not receive a PMM doctor. The impact of PMM was assessed on aggregate and in municipality subgroups. RESULTS On aggregate, the PMM was not significantly associated with changes in infant or neonatal mortality, but the PMM was associated with reductions in infant mortality rate (IMR) (of - 0.21; 95% CI: - 0.38, - 0.03) in municipalities with highest IMR prior to the programme's implementation (where (IMR) > 25.2 infant deaths per 1000 live births). The PMM was also associated with an increase in the proportion of expectant mothers receiving seven or more prenatal care visits but only in municipalities with a lower IMR at baseline and high density of non-PMM doctors and community health workers before the PMM. CONCLUSIONS The PMM was associated with reduced infant mortality in municipalities with the highest infant mortality rate prior to the programme. This suggests effectiveness of the PMM was limited only to the areas of greatest need. New programmes to improve the equitable provision of human resources for health should employ comprehensive targeting approaches balancing health needs and socio-economic factors to maximize effectiveness.
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Affiliation(s)
| | | | | | | | | | - Thomas Hone
- Public Health Policy Evaluation Unit, Imperial College London, London, UK
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Moraes RB, Sfreddo CS, Ardenghi TM. Impact of the Brazilian Family Health Strategy on child oral health-related quality of life: a cohort study. Braz Oral Res 2021; 35:e093. [PMID: 34378763 DOI: 10.1590/1807-3107bor-2021.vol35.0093] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Accepted: 03/03/2021] [Indexed: 11/22/2022] Open
Abstract
Most of the Brazilian population is covered by the Family Health Strategy (FHS), however no longitudinal study has assessed the impact of the FHS on child oral health-related quality of life (OHRQoL). The objective of the study was to evaluate the longitudinal impact of the FHS on the OHRQoL. This study followed up 459 children aged 2 to 5 years for 2 years. OHRQoL was assessed by the Brazilian version of the Early Childhood Oral Health Impact Scale (ECOHIS) at baseline (April to November 2016) and follow-up (April to December 2018). Children's parents answered a questionnaire regarding sociodemographic information, FHS service, and dental service. Participants were clinically examined for dental caries. Multilevel Poisson regression was used to assess the associations between FHS variables at baseline and overall/domain-specific of the ECOHIS scores over time. A total of 365 children were reassessed for OHRQoL (follow-up rate: 79.5%). The absence of FHS coverage from the child's first year of age was associated with higher scores in the family function domain [rate ratio (RR) = 2.42; 95% confidence interval (CI) 1.28-4.58)]. Home visits by the FHS team members were associated with higher psychological domain scores (RR = 1.60; 95%CI 1.01-2.57). Children not covered by the FHS since the first year of age reported worse OHRQoL over time. This fact highlights the importance of an integrated health approach to promote children's health.
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Affiliation(s)
- Renita Baldo Moraes
- Universidade de Santa Cruz do Sul - UNISC, School of Dentistry, Department of Health Sciences, Santa Cruz do Sul, RS, Brazil
| | | | - Thiago Machado Ardenghi
- Universidade Federal de Santa Maria - UFSM, Faculty of Dentistry, Department of Stomatology, Santa Maria, RS, Brazil
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Brentani A, Walker S, Chang-Lopez S, Grisi S, Powell C, Fink G. A home visit-based early childhood stimulation programme in Brazil-a randomized controlled trial. Health Policy Plan 2021; 36:288-297. [PMID: 33496330 DOI: 10.1093/heapol/czaa195] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Revised: 11/11/2020] [Accepted: 12/18/2020] [Indexed: 11/14/2022] Open
Abstract
Home visiting programmes are increasingly recognized as one of the most effective interventions to improve child health and development in low-income settings. However, the best platforms to deliver such programmes remain unclear. We conducted a randomized controlled trial to test the relative effectiveness of child development agents (CDAs) and community health workers (CHWs) as two possible delivery platforms for early childhood development (ECD) focused home visiting intervention in São Paulo, Brazil. A total of 900 children aged 9-15 months were screened for potential study inclusion between January and March 2015. Children who did not attend crèches at enrolment were included in the trial. Children were randomly assigned to control or to receive biweekly home visits either through a CHW in the areas covered by the Brazilian Family Health Strategy (FHS) or by a newly hired cadre of CDAs in the areas not covered by the FHS. The primary study outcome was children's development (cognition, motor, language and social emotional skills) assessed after 12 months of intervention with the PRIDI and Caregiver-Reported Early Development Instruments tools. A total of 826 mother-child dyads were enrolled in the trial. In intention-to-treat analysis, neither intervention arm improved study outcomes. In per-protocol (PP) analysis, the CDA programme resulted in a 0.22 standard deviation increase in children's development (95% confidence interval [0.01-0.43]). The results presented in this study suggest that home visiting programmes have the potential to improve child development among poor urban families in Brazil. However, delivering home visiting interventions through already active CHWs may not be feasible in the Brazilian context and coordination across sectors is essential to effective ECD policies.
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Affiliation(s)
- Alexandra Brentani
- Department of Pediatrics, Faculdade de Medicina da Universidade de São Paulo (FMUSP), Av. Dr. Eneas de Carvalho Aguiar, 647, Cerqueira Cesar, São Paulo, SP 05403-000, Brazil
| | - Susan Walker
- Caribbean Institute for Health Research, University of West Indies (TMRI), Mona, Kingston 7, Jamaica
| | - Susan Chang-Lopez
- Caribbean Institute for Health Research, University of West Indies (TMRI), Mona, Kingston 7, Jamaica
| | - Sandra Grisi
- Department of Pediatrics, Faculdade de Medicina da Universidade de São Paulo (FMUSP), Av. Dr. Eneas de Carvalho Aguiar, 647, Cerqueira Cesar, São Paulo, SP 05403-000, Brazil
| | - Christine Powell
- Caribbean Institute for Health Research, University of West Indies (TMRI), Mona, Kingston 7, Jamaica
| | - Günther Fink
- Swiss TPH and University of Basel, socinstrasse 59, CH-4051 Basel, Switzerland
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Ruivo ACO, Facchini LA, Tomasi E, Wachs LS, Fassa AG. [Availability of inputs for reproductive planning in three cycles of the Program for Improvement of Access and Quality in Basic Healthcare: 2012, 2014, and 2018]. CAD SAUDE PUBLICA 2021; 37:e00123220. [PMID: 34231769 DOI: 10.1590/0102-311x00123220] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Accepted: 11/13/2020] [Indexed: 11/22/2022] Open
Abstract
The objective was to assess the availability of inputs for reproductive planning in basic healthcare units (UBS in Portuguese) that participated in the National Program for Improvement of Access and Quality of Basic Care (PMAQ-AB) and their distribution according to contextual factors. A comparative study was conducted of the three cycles of the PMAQ-AB (2012, 2014, and 2018). The study assessed the availability in the UBS of ethynyl-estradiol + levonorgestrel, norethisterone, norethisterone + estradiol, levonorgestrel, medroxyprogesterone, male and female condoms, IUDs, and rapid pregnancy tests. The study considered the availability and presence of all the inputs. Availability was assessed according to contextual factors in the city where the UBS was located. Availability of total inputs increased from 1.5% to 10.9%. In all the cycles, ethynyl-estradiol + levonorgestrel and male condoms showed the highest availability, and IUDs the lowest. Individual input´s availability also increased, with the highest increase of 36p.p. for female condoms, rapid pregnancy tests, and norethisterone + estradiol and the lowest of 15p.p. for ethynyl-estradiol + levonorgestrel, norethisterone, and IUDs. The North of Brazil showed the worst results. The largest increases were in the UBS in the municipalities with the lowest HDI and in those that participated in all the cycles of the PMAQ. Condoms are the only widely available inputs, and it is important to expand the availability of the other inputs, mainly IUDs and rapid pregnancy tests. The period under study experienced the promotion of equity, but regional inequalities need to be overcome. It is essential to monitor the inputs´ availability in order to improve reproductive planning.
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Affiliation(s)
| | | | - Elaine Tomasi
- Departamento de Medicina Social, Universidade Federal de Pelotas, Pelotas, Brasil
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Özçelik EA, Massuda A, Castro MC, Barış E. A Comparative Case Study: Does the Organization of Primary Health Care in Brazil and Turkey Contribute to Reducing Disparities in Access to Care? Health Syst Reform 2021; 7:e1939931. [PMID: 34402403 DOI: 10.1080/23288604.2021.1939931] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
Abstract
Brazil and Turkey are among the few high-middle-income countries that explicitly chose to strengthen their primary health care (PHC) systems as the centerpiece of much broader health system reforms aiming to narrow inequities in access to care. This comparative case study reviews the organization of Brazil and Turkey's PHC systems to derive lessons that can apply to other countries that may consider reforming the organization of PHC systems as a way to address health inequities. The analysis uses the Flagship Framework to investigate how the organization of PHC delivery in Brazil and Turkey can lead to measurable improvements in access to care. It compares (1) the degree of decentralization in PHC service delivery responsibilities, (2) the use of multi-professional PHC teams, and (3) patient impanelment strategies. The comparative analysis offers three important lessons. First, changes in the organization of PHC systems can contribute to observable improvements in the level and distribution of health outcomes, but organizational strategies do not guarantee eliminating disparities in access. Second, PHC systems can operate in health systems with varying degrees of decentralization, but the level of decentralization may influence implementation. Third, relying on multi-professional PHC teams that serve geographically empaneled populations can improve equitable access to care, but course corrections may be needed to address evolving health demands.
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Affiliation(s)
- Ece A Özçelik
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Adriano Massuda
- São Paulo School of Business Administration, Fundação Getulio Vargas, São Paulo, Brazil
| | - Marcia C Castro
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Enis Barış
- Health, Nutrition and Population, World Bank Group, Washington, DC, USA
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Bagrichevsky M. Practices and policies of health promotion in Brazil: context, challenges, and potentialities. Rev Assoc Med Bras (1992) 2021; 67:637-639. [DOI: 10.1590/1806-9282.20200903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
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Bugelli A, Borgès Da Silva R, Dowbor L, Sicotte C. Health capabilities and the determinants of infant mortality in Brazil, 2004-2015: an innovative methodological framework. BMC Public Health 2021; 21:831. [PMID: 33931073 PMCID: PMC8086285 DOI: 10.1186/s12889-021-10903-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Accepted: 04/22/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Despite the implementation of a set of social and health policies, Brazil has experienced a slowdown in the decline of infant mortality, regional disparities and persistent high death levels, raising questions about the determinants of infant mortality after the implementation of these policies. The objective of this article is to propose a methodological approach aiming at identifying the determinants of infant mortality in Brazil after the implementation of those policies. METHOD A series of multilevel panel data with fixed effect nested within-clusters were conducted supported by the concept of health capabilities based on data from 26 Brazilian states between 2004 and 2015. The dependent variables were the neonatal, the infant and the under-five mortality rates. The independent variables were the employment rate, per capita income, Bolsa Família Program coverage, the fertility rate, educational attainment, the number of live births by prenatal visits, the number of health professionals per thousand inhabitants, and the access to water supply and sewage services. We also used different time lags of employment rate to identify the impact of employment on the infant mortality rates over time, and household income stratified by minimum wages to analyze their effects on these rates. RESULTS The results showed that in addition to variables associated with infant mortality in previous studies, such as Bolsa Família Program, per capita income and fertility rate, other factors affect child mortality. Educational attainment, quality of prenatal care and access to health professionals are also elements impacting infant deaths. The results also identified an association between employment rate and different infant mortality rates, with employment impacting neonatal mortality up to 3 years and that a family income below 2 minimum wages increases the odds of infant deaths. CONCLUSION The results proved that the methodology proposed allowed the use of variables based on aggregated data that could hardly be used by other methodologies.
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Affiliation(s)
- Alexandre Bugelli
- École de Santé Publique de l'Université de Montréal, student affiliated to the Centre de Recherche en Santé Publique (CReSP), 7101, Park Avenue, 3rd floor, Montreal (Québec) H3N, 1X9, Canada.
- CAPES Foundation scholar (Coordenação de Aperfeiçoamento de Pessoal de Nível Superior Ministry of Education of Brazil, Science without Borders Program, proc. 12940/13-5), Brasilia, DF, 700040-020, Brazil.
| | - Roxane Borgès Da Silva
- Ecole de Santé Publique de l'Université de Montréal (ESPUM), Centre de Recherche en Santé Publique (CReSP), 7101, Park Avenue, 3rd floor, Montreal (Québec) H3N 1X9, Canada
| | - Ladislau Dowbor
- Pontifícia Universidade Católica de São Paulo (PUC-SP), School of Economics and Business Administration Graduate Program, Rua Monte Alegre, 984, Perdizes, São Paulo, CEP 05014-901, Brazil
| | - Claude Sicotte
- École de Santé Publique de l'Université de Montréal (ESPUM), 7101, Park Avenue, 3rd floor, Montreal (Québec) H3N 1X9, Canada
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Melo DC, Vieira-da-Silva LM, Cunha ABO, Costa MDCN, Cruz SA. Health service accessibility and service users' position in the social space in Salvador, Bahia, Brazil, 2006: a cross-sectional study. ACTA ACUST UNITED AC 2021; 30:e2020469. [PMID: 34008745 DOI: 10.1590/s1679-49742021000200021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Accepted: 10/05/2020] [Indexed: 11/22/2022]
Abstract
OBJECTIVE To analyze association between social position and access to health services. METHODS This was a cross-sectional study carried out in primary health care centers in Salvador, Bahia, Brazil, where a project for improving accessibility was implemented. Pearson's chi-square test and logistic regression were used. RESULTS 467 users took part in the study, 75.6% had not finished high school; 78.7% had <2 minimum wages; 51.8% had intermediate/qualified occupations. Low income was associated with starting to queue at the health care center the night before or before 8 a.m. (odds ratio = 2.09 - 95%CI 1.13;3.87) and spending more time scheduling an appointment (odds ratio = 2.13 - 95%CI 1.05;4.31). Having an elementary occupation was associated with face-to-face appointment scheduling (odds ratio = 1.68 - 95%CI 1.14;2.45). Education and social trajectory showed no significant association with use of health services. CONCLUSION Social inequalities in access to health services remained after the intervention to improve accessibility.
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Madalena Ribeiro C, Dos Santos Silva I, Eluf Neto J, Pereira Baltar Cury LC, Azevedo E Silva G. Follow-up of women screened for cervical cancer in São Paulo, Brazil: An analysis of the times to diagnostic investigation and treatment. Cancer Epidemiol 2021; 72:101940. [PMID: 33906100 DOI: 10.1016/j.canep.2021.101940] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 04/05/2021] [Accepted: 04/12/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND Cervical cancer incidence and mortality rates are higher in Brazil than in western countries. Access to cytology-based screening has increased in the country in recent decades, but few studies have assessed the quality of the follow-up care of women with abnormal screening tests that require further investigation. METHODS A record-linkage cohort study was conducted in São Paulo state. Women aged 25+ years, who were screened in 2010, and whose test revealed a high-grade, or more severe, lesion were eligible. Follow-up information on diagnostic investigations, treatments and mortality was obtained through record-linkage of health databases. The Kaplan-Meier method was used to estimate median times between screening and diagnostic investigation, and diagnosis and treatment initiation. Cox survival models were used to identify correlates of the length of these time intervals. RESULTS 4300 women had a high-grade, or more severe, test result. Of these, 2788 (64.8 %) had a diagnostic investigation record, 1763 (41 %) a confirmed diagnosis of a precursor lesion or cancer, and 1247 (70.7 %) a treatment record. The median time to diagnosis was 190 days, with the probability of undergoing a diagnostic investigation within 30 days of the abnormal screening test being 7%. The median time to treatment was 81 days, with the probability of undergoing treatment within 60 days of a confirmed diagnosis being 44 %. Delays in diagnosis and treatment were associated with area-based healthcare indicators. CONCLUSION Times to diagnosis and treatment were long, well above recommendations. Strategies to improve follow-up care must be prioritized to ensure screening reduces cervical cancer incidence and mortality.
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Affiliation(s)
| | - Isabel Dos Santos Silva
- Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK.
| | - José Eluf Neto
- Department of Preventive Medicine, Faculty of Medicine, University of São Paulo, São Paulo, SP, Brazil.
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Moraga-Cortés F, Bahia TC, Prada CA. [Spending on primary healthcare in two government administrations in Chile since the dictatorship]. CAD SAUDE PUBLICA 2021; 37:e00244719. [PMID: 33852665 DOI: 10.1590/0102-311x00244719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2020] [Accepted: 08/05/2020] [Indexed: 11/21/2022] Open
Abstract
Since the Declaration of Alma-Ata in 1978, primary healthcare (PHC) is considered an essential component of health systems. In the Chilean case, management of primary care was municipalized during the dictatorship and maintained by the subsequent governments, with some reforms. The aim of this article was to estimate and analyze spending in PHC in Chile, during the governments of Sebastián Piñera and Michelle Bachelet. Collection of financial data was oriented by the model of National Health Accounts (CNS), and later the amounts were deflated according to the Consumer Price Index. The principal source of information was the National System of Municipal Information (SINIM). The results show that during the period there was a permanent increase in spending in PHC; however, the average percent change was slightly higher in the first government compared to the second. The percentage of spending in PHC in relation to public spending in health was 21.4% for the eight years, with few variations. Indicators show that inequalities between administrative and health regions are increasing steadily. Therefore, although transfers to fund primary care services are increasing, they may be poorly distributed. This and other problems like the commodification of services and dismantlement of the network compromise the consolidation of PHC, especially in a health system based on contributive insurance like the Chilean system.
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Kovacs R, Maia Barreto JO, da Silva EN, Borghi J, Kristensen SR, Costa DRT, Bezerra Gomes L, Gurgel GD, Sampaio J, Powell-Jackson T. Socioeconomic inequalities in the quality of primary care under Brazil's national pay-for-performance programme: a longitudinal study of family health teams. LANCET GLOBAL HEALTH 2021; 9:e331-e339. [PMID: 33607031 PMCID: PMC7900523 DOI: 10.1016/s2214-109x(20)30480-0] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Revised: 10/16/2020] [Accepted: 10/30/2020] [Indexed: 12/05/2022]
Abstract
Background Many governments have introduced pay-for-performance programmes to incentivise health providers to improve quality of care. Evidence on whether these programmes reduce or exacerbate disparities in health care is scarce. In this study, we aimed to assess socioeconomic inequalities in the performance of family health teams under Brazil's National Programme for Improving Primary Care Access and Quality (PMAQ). Methods For this longitudinal study, we analysed data on the quality of care delivered by family health teams participating in PMAQ over three rounds of implementation: round 1 (November, 2011, to March, 2013), round 2 (April, 2013, to September, 2015), and round 3 (October, 2015, to December, 2019). The primary outcome was the percentage of the maximum performance score obtainable by family health teams (the PMAQ score), based on several hundred (ranging from 598 to 914) indicators of health-care delivery. Using census data on household income of local areas, we examined the PMAQ score by income ventile. We used ordinary least squares regressions to examine the association between PMAQ scores and the income of each local area across implementation rounds, and we did an analysis of variance to assess geographical variation in PMAQ score. Findings Of the 40 361 family health teams that were registered as ever participating in PMAQ, we included 13 934 teams that participated in the three rounds of PMAQ in our analysis. These teams were located in 11 472 census areas and served approximately 48 million people. The mean PMAQ score was 61·0% (median 61·8, IQR 55·3–67·9) in round 1, 55·3% (median 56·0, IQR 47·6–63·4) in round 2, and 61·6% (median 62·7, IQR 54·4–69·9) in round 3. In round 1, we observed a positive socioeconomic gradient, with the mean PMAQ score ranging from 56·6% in the poorest group to 64·1% in the richest group. Between rounds 1 and 3, mean PMAQ performance increased by 7·1 percentage points for the poorest group and decreased by 0·8 percentage points for the richest group (p<0·0001), with the gap between richest and poorest narrowing from 7·5 percentage points (95% CI 6·5 to 8·5) to –0·4 percentage points over the same period (–1·6 to 0·8). Interpretation Existing income inequalities in the delivery of primary health care were eliminated during the three rounds of PMAQ, plausibly due to a design feature of PMAQ that adjusted financial payments for socioeconomic inequalities. However, there remains an important policy agenda in Brazil to address the large inequities in health. Funding UK Medical Research Council, Newton Fund, and CONFAP (Conselho Nacional das Fundações Estaduais de Amparo à Pesquisa).
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Affiliation(s)
- Roxanne Kovacs
- Department of Global Health and Development, London School of Hygiene & Tropical Medicine, London, UK.
| | | | | | - Josephine Borghi
- Department of Global Health and Development, London School of Hygiene & Tropical Medicine, London, UK
| | - Søren Rud Kristensen
- Centre for Health Policy, Institute of Global Health Innovation, Imperial College London, London, UK; Danish Centre for Health Economics, University of Southern Denmark, Odense, Denmark
| | | | - Luciano Bezerra Gomes
- Department of Health Promotion, Federal University of Paraiba, João Pessoa, Paraiba, Brazil
| | - Garibaldi D Gurgel
- Oswaldo Cruz Foundation-Fiocruz, Pernambuco, Brazil; Ministry of Health of Brazil, Brasília, Brazil
| | - Juliana Sampaio
- Department of Health Promotion, Federal University of Paraiba, João Pessoa, Paraiba, Brazil
| | - Timothy Powell-Jackson
- Department of Global Health and Development, London School of Hygiene & Tropical Medicine, London, UK
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Özçelik EA, Massuda A, McConnell M, Castro MC. Impact of Brazil's More Doctors Program on hospitalizations for primary care sensitive cardiovascular conditions. SSM Popul Health 2020; 12:100695. [PMID: 33319027 PMCID: PMC7725939 DOI: 10.1016/j.ssmph.2020.100695] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 11/11/2020] [Accepted: 11/12/2020] [Indexed: 11/18/2022] Open
Abstract
Globally, cardiovascular diseases are the leading cause of disease burden and death. Timely and appropriate provision of primary care may lead to sizeable reductions in hospitalizations for a range of chronic and acute health conditions. In this paper, we study the impact of Brazil's More Doctors Program (MDP) on hospitalizations due to cerebrovascular disease and hypertension. We exploit the geographic variation in the uptake of the MPD and combine coarsened exact matching and difference-in-difference methods to construct valid counterfactual estimates. We use data from the Hospital Information System in Unified Health System, the MDP administrative records, the Brazilian Regulatory Agency, the Ministry of Health, and the Brazilian Institute of Geography and Statistics, covering the years from 2009 to 2017. Our analysis resulted in estimated coefficients of -1.47 (95%CI: -4.04,1.10) for hospitalizations for cerebrovascular disease and -1.20 (95%CI: -5.50,3.11) for hypertension, suggesting an inverse relationship between the MDP and hospitalizations. For cerebrovascular disease, the estimated MDP coefficient was -0.50 (95%CI: -2.94,1.95) in the year of program introduction, -5.21 (95%CI: -9.43,-0.99) and -8.21 (95%CI: -13.68,-2.75) in its third and fourth year of implementation, respectively. Our results further suggest that the beneficial impact of MDP on hospitalizations due to cerebrovascular disease became discernable in urban municipalities starting from the fourth year of implementation. We found no evidence that the MDP led to reductions in hospitalizations due to hypertension. Our results highlight that increased investment in resources devoted to primary care led to improvements in hospitalizations for selected cardiovascular conditions. However, it took time for the beneficial effects of the MDP to become discernable and the Program did not guarantee declines in hospitalizations for all cardiovascular conditions, suggesting that further improvements may be needed to enhance the beneficial impact of the MDP on the level and distribution of population health in Brazil.
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Affiliation(s)
- Ece A. Özçelik
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA
| | - Adriano Massuda
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA
- São Paulo School of Business Administration, Fundação Getulio Vargas, São Paulo, Brazil
| | - Margaret McConnell
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA
| | - Marcia C. Castro
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA
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50
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Castro DMD, Oliveira VBD, Andrade ACDS, Cherchiglia ML, Santos ADFD. [The impact of primary healthcare and the reduction of primary health care-sensitive hospital admissions]. CAD SAUDE PUBLICA 2020; 36:e00209819. [PMID: 33237208 DOI: 10.1590/0102-311x00209819] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Accepted: 04/27/2020] [Indexed: 11/22/2022] Open
Abstract
This study aimed to analyze the association between quality of primary healthcare (PHC) in Brazilian municipalities (counties) and the number of hospitalizations due to primary healthcare-sensitive conditions. This was an ecological study with analysis of nationwide secondary data. The quality of the number of hospitalizations due to primary healthcare-sensitive conditions was based on assessment of the National Program for Improvement of Access and Quality of Basic Care (PMAQ-AB). The analysis used a hierarchical explanatory model, with the number of the number of hospitalizations due to primary healthcare-sensitive conditions hospitalizations in the year 2014 as the dependent variable and sociodemographic and health system data as the independent variables. The measure of association between the number of hospitalizations and quality of PHC was calculated with negative binomial regression with robust variance and the total population as offset, with significance set at 20% in the univariate analysis and 5% in the multivariate analysis. The mean number of hospitalizations due to primary healthcare-sensitive conditions admissions during the target period was 359.97 hospitalizations per municipality. The quality of PHC showed a negative association with the number of hospitalizations due to primary healthcare-sensitive conditions admissions. Municipalities with lower quality of PHC (quartile 1) showed 21.2% more number of hospitalizations due to primary healthcare-sensitive conditions admissions than municipalities with higher quality (95%CI: 1.09-1.34). The results showed that quality of PHC in Brazil reduced hospitalizations due to primary healthcare-sensitive conditions, even in contexts of social vulnerability.
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