ArticlePLoS medicine2020
Primary healthcare expansion and mortality in Brazil's urban poor: A cohort analysis of 1.2 million adults.
Article in PLoS medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers, 1 of them a synthesis that pooled it.
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Who cites it
37 citing papers in PubMed, 1 synthesis or guideline pooled it, 53 citations in OpenAlex.
- Health and health system impacts of China's comprehensive primary healthcare reforms: a systematic review.Health policy and planning · 2023Pooled it
- Type 2 diabetes morbidity, mortality and its associated risk factors across Brazilian regions: findings from the Global Burden of Disease Study 2021.Archives of endocrinology and metabolism · 2026Article
- Childhood vaccination coverage and socioeconomic inequalities in the Northern region of Brazil.Revista brasileira de epidemiologia = Brazilian journal of epidemiology · 2026Article
- Public-private configuration in health systems and inequalities in Latin America: a scoping review.Cadernos de saude publica · 2026Article
- Effects of age and period on functional dentition: an analysis of skin color/race inequalities in the 2003-2023 National Oral Health Surveys (SB Brasil).Revista brasileira de epidemiologia = Brazilian journal of epidemiology · 2026Article
- Global, Regional, and National Burden of Endometriosis, PCOS, and Unexplained Infertility and Their Attribution to Infertility, 1990-2021: Global Burden of Disease Study 2021.Journal of evidence-based medicine · 2025Article
- Sex differences in social connectedness, health, and quality of life: evidence from a cross-sectional survey in urban Accra, Ghana.BMC public health · 2025Article
- Cardiovascular diseaseLancet regional health. Americas · 2025Article
- Socioeconomic determinants of low birth weight and its association with peripubertal obesity in Brazil.Frontiers in public health · 2025Article
- Global temporal trends and predictions in the burden of chronic kidney disease attributable to diet high in sugar-sweetened beverages: an age-period-cohort analysis for GBD 2021.Frontiers in endocrinology · 2025Article
- Epidemiology of cardiometabolic health in Latin America and strategies to address disparities.Nature reviews. Cardiology · 2024Review
- Health, economic and social impacts of the Brazilian cash transfer program on the lives of its beneficiaries: a scoping review.BMC public health · 2024Article
- Attributes of primary health care in the view of health professionals: a scoping review.Revista da Escola de Enfermagem da U S P · 2024Article
- Racial inequalities in mental healthcare use and mortality: a cross-sectional analysis of 1.2 million low-income individuals in Rio de Janeiro, Brazil 2010-2016.BMJ global health · 2023Article
- Associations between primary healthcare and infant health outcomes: a cohort analysis of low-income mothers in Rio de Janeiro, Brazil.Lancet regional health. Americas · 2023Article
- Subsidised housing and diabetes mortality: a retrospective cohort study of 10 million low-income adults in Brazil.BMJ open diabetes research & care · 2023Article
- Inequalities in unmet need for health care services and medications in Brazil: a decomposition analysis.Lancet regional health. Americas · 2023Article
- Persistent inequalities in health care services utilisation in Brazil (1998-2019).International journal for equity in health · 2023Article
- [Cross-cultural adaptation and evidence of psychometric validity of the Family Health Scale for Brazilian Portuguese].Cadernos de saude publica · 2023Article
- Socioeconomic and racial/ethnic inequalities in depression prevalence and the treatment gap in Brazil: A decomposition analysis.SSM - population health · 2022Article
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Authors and funding
7 authors at 6 institutions in 2 countries.
Funding
Abstract
backgroundExpanding delivery of primary healthcare to urban poor populations is a priority in many low- and middle-income countries. This remains a key challenge in Brazil despite expansion of the country's internationally recognized Family Health Strategy (FHS) over the past two decades. This study evaluates the impact of an ambitious program to rapidly expand FHS coverage in the city of Rio de Janeiro, Brazil, since 2008. METHODS AND
findingsA cohort of 1,241,351 low-income adults (observed January 2010-December 2016; total person-years 6,498,607) with linked FHS utilization and mortality records was analyzed using flexible parametric survival models. Time-to-death from all-causes and selected causes were estimated for FHS users and nonusers. Models employed inverse probability treatment weighting and regression adjustment (IPTW-RA). The cohort was 61% female (751,895) and had a mean age of 36 years (standard deviation 16.4). Only 18,721 individuals (1.5%) had higher education, whereas 102,899 (8%) had no formal education. Two thirds of individuals (827,250; 67%) were in receipt of conditional cash transfers (Bolsa Família). A total of 34,091 deaths were analyzed, of which 8,765 (26%) were due to cardiovascular disease; 5,777 (17%) were due to neoplasms; 5,683 (17%) were due to external causes; 3,152 (9%) were due to respiratory diseases; and 3,115 (9%) were due to infectious and parasitic diseases. One third of the cohort (467,155; 37.6%) used FHS services. In IPTW-RA survival analysis, an average FHS user had a 44% lower hazard of all-cause mortality (HR: 0.56, 95% CI 0.54-0.59, p < 0.001) and a 5-year risk reduction of 8.3 per 1,000 (95% CI 7.8-8.9, p < 0.001) compared with a non-FHS user. There were greater reductions in the risk of death for FHS users who were black (HR 0.50, 95% CI 0.46-0.54, p < 0.001) or pardo (HR 0.57, 95% CI 0.54-0.60, p < 0.001) compared with white (HR 0.59, 95% CI 0.56-0.63, p < 0.001); had lower educational attainment (HR 0.50, 95% CI 0.46-0.55, p < 0.001) for those with no education compared to no significant association for those with higher education (p = 0.758); or were in receipt of conditional cash transfers (Bolsa Família) (HR 0.51, 95% CI 0.49-0.54, p < 0.001) compared with nonrecipients (HR 0.63, 95% CI 0.60-0.67, p < 0.001). Key limitations in this study are potential unobserved confounding through selection into the program and linkage errors, although analytical approaches have minimized the potential for bias.
conclusionsFHS utilization in urban poor populations in Brazil was associated with a lower risk of death, with greater reductions among more deprived race/ethnic and socioeconomic groups. Increased investment in primary healthcare is likely to improve health and reduce health inequalities in urban poor populations globally.
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