Primary healthcare expansion and mortality in Brazil's urban poor: A cohort analysis of 1.2 million adults.

<h4>Background</h4>Expanding 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 pa...

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Main Authors: Thomas Hone, Valeria Saraceni, Claudia Medina Coeli, Anete Trajman, Davide Rasella, Christopher Millett, Betina Durovni
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-10-01
Series:PLoS Medicine
Online Access:https://doi.org/10.1371/journal.pmed.1003357
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spelling doaj-fa8e15f3721b449cb65951c8b1d6b9c42021-04-21T22:51:00ZengPublic Library of Science (PLoS)PLoS Medicine1549-12771549-16762020-10-011710e100335710.1371/journal.pmed.1003357Primary healthcare expansion and mortality in Brazil's urban poor: A cohort analysis of 1.2 million adults.Thomas HoneValeria SaraceniClaudia Medina CoeliAnete TrajmanDavide RasellaChristopher MillettBetina Durovni<h4>Background</h4>Expanding 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.<h4>Methods and findings</h4>A 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.<h4>Conclusions</h4>FHS 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.https://doi.org/10.1371/journal.pmed.1003357
collection DOAJ
language English
format Article
sources DOAJ
author Thomas Hone
Valeria Saraceni
Claudia Medina Coeli
Anete Trajman
Davide Rasella
Christopher Millett
Betina Durovni
spellingShingle Thomas Hone
Valeria Saraceni
Claudia Medina Coeli
Anete Trajman
Davide Rasella
Christopher Millett
Betina Durovni
Primary healthcare expansion and mortality in Brazil's urban poor: A cohort analysis of 1.2 million adults.
PLoS Medicine
author_facet Thomas Hone
Valeria Saraceni
Claudia Medina Coeli
Anete Trajman
Davide Rasella
Christopher Millett
Betina Durovni
author_sort Thomas Hone
title Primary healthcare expansion and mortality in Brazil's urban poor: A cohort analysis of 1.2 million adults.
title_short Primary healthcare expansion and mortality in Brazil's urban poor: A cohort analysis of 1.2 million adults.
title_full Primary healthcare expansion and mortality in Brazil's urban poor: A cohort analysis of 1.2 million adults.
title_fullStr Primary healthcare expansion and mortality in Brazil's urban poor: A cohort analysis of 1.2 million adults.
title_full_unstemmed Primary healthcare expansion and mortality in Brazil's urban poor: A cohort analysis of 1.2 million adults.
title_sort primary healthcare expansion and mortality in brazil's urban poor: a cohort analysis of 1.2 million adults.
publisher Public Library of Science (PLoS)
series PLoS Medicine
issn 1549-1277
1549-1676
publishDate 2020-10-01
description <h4>Background</h4>Expanding 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.<h4>Methods and findings</h4>A 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.<h4>Conclusions</h4>FHS 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.
url https://doi.org/10.1371/journal.pmed.1003357
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