1
|
Magalhães J, Ziebold C, Evans-Lacko S, Matijasevich A, Paula CS. Health, economic and social impacts of the Brazilian cash transfer program on the lives of its beneficiaries: a scoping review. BMC Public Health 2024; 24:2818. [PMID: 39402474 PMCID: PMC11476833 DOI: 10.1186/s12889-024-20046-2] [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: 07/07/2023] [Accepted: 09/11/2024] [Indexed: 10/19/2024] Open
Abstract
BACKGROUND The Bolsa Família cash transfer Program (BFP) aims to break the poverty cycle by providing a minimum income to poor families conditioned on their investment in human capital (such as, education and health) and currently is the largest Program in the world in terms of the number of beneficiaries. Because there is a scarcity of reviews grouping studies on the impacts of the BFP, the objective of this scoping review was to identify and describe studies which evaluate the impact of the BFP on poverty, health, education, and other related outcomes. METHODS We searched for quantitative, qualitative, and mixed-method articles that assessed the impact of the BFP on any aspect of the beneficiaries' lives between 2003 and March 2021. We included quantitative articles that used experimental, quasi-experimental or pre and post comparison designs. We excluded articles that analyzed impacts on political outcomes. There was no age restriction for the participants. The search was done in seven electronic databases. RESULTS One thousand five hundred forty-six papers were identified and 94 fulfilled the inclusion criteria. Poverty and health outcomes were the most common outcomes studied. We found consistent evidence of the positive impact of the BFP on poverty reduction, as well as employment outcomes. We also found positive impacts in relation to mortality rates for children and adults, school dropout and school attendance among children and adolescents, and violence related outcomes such as homicide, suicide, crime, and hospitalization. However, we also found some evidence that BFP increased intimate partner violence and gender stereotypes among women and no evidence of impact on teenage pregnancy. CONCLUSIONS Overall, the studies included found that BFP showed positive impacts on most poverty, health and education outcomes. More studies are needed to confirm some results, especially about violence and stereotype against women as there were few evaluations on these outcomes.
Collapse
Affiliation(s)
- Júlia Magalhães
- Human Developmental Sciences Graduate Program and Mackenzie Center for Research in Childhood and Adolescence, Mackenzie Presbyterian University, São Paulo, SP, Brazil
| | - Carolina Ziebold
- Department of Psychiatry, Federal University of Sao Paulo, São Paulo, SP, Brazil
| | - Sara Evans-Lacko
- Care Policy and Evaluation Centre, London School of Economics and Political Science, London, Great Britain.
| | - Alicia Matijasevich
- Departamento de Medicina Preventiva, Faculdade de Medicina FMUSP, Universidade de São Paulo, São Paulo, SP, Brazil
| | - Cristiane Silvestre Paula
- Human Developmental Sciences Graduate Program and Mackenzie Center for Research in Childhood and Adolescence, Mackenzie Presbyterian University, São Paulo, SP, Brazil
| |
Collapse
|
2
|
Khazanchi R, South EC, Cabrera KI, Winkelman TNA, Vasan A. Health Care Access and Use Among U.S. Children Exposed to Neighborhood Violence. Am J Prev Med 2024; 66:936-947. [PMID: 38416088 DOI: 10.1016/j.amepre.2024.01.009] [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: 09/19/2023] [Revised: 01/17/2024] [Accepted: 01/18/2024] [Indexed: 02/29/2024]
Abstract
INTRODUCTION Neighborhood violence is an adverse childhood experience which impacts millions of U.S. children and is associated with poor health outcomes across the life course. These effects may be mitigated by access to care. Yet, the ways in which exposure to neighborhood violence shapes children's health care access have been understudied. METHODS This is a cross-sectional analysis of 16,083 children (weighted N=67,214,201) ages 1 to <18 years from the 2019 and 2021 National Health Interview Survey. Guardians were asked about preventive care access, unmet health needs, and health care utilization in the last year. Changes associated with exposure to neighborhood violence were estimated using marginal effects from multivariable logistic regression models adjusted for year, age, sex, race/ethnicity, parental education, family structure, rurality, income, insurance type, insurance discontinuity, and overall reported health. RESULTS Of 16,083 sample children, 863 (weighted 5.3% [95% CI 4.8-5.7]) reported exposure to neighborhood violence, representing a weighted population of ∼3.5 million. In adjusted analyses, exposure to violence was associated with forgone prescriptions (adjusted difference 1.2 percentage-points (pp) [95%CI 0.1-2.3]; weighted national population impact 42,833 children), trouble paying medical bills (7.7pp [4.4-11.0]; 271,735), delayed medical (1.5pp [0.2-2.9]; 54,063) and mental health care (2.8pp [1.1-4.6]; 98,627), and increased urgent care (4.5pp [0.9-8.1]; 158,246) and emergency department utilization (6.4pp [3.1-9.8]; 227,373). CONCLUSIONS In this nationally representative study, neighborhood violence exposure among children was associated with unmet health needs and increased acute care utilization. Evidence-based interventions to improve access to care and reduce economic precarity in communities impacted by violence are needed to mitigate downstream physical and mental health consequences.
Collapse
Affiliation(s)
- Rohan Khazanchi
- Harvard Internal Medicine-Pediatrics Residency Program at Brigham and Women's Hospital, Boston Children's Hospital, and Boston Medical Center, Boston, Massachusetts; FXB Center for Health and Human Rights, Harvard University, Boston, Massachusetts; Health, Homelessness, and Criminal Justice Lab, Hennepin Healthcare Research Institute, Minneapolis, Minnesota.
| | - Eugenia C South
- Urban Health Lab, Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Keven I Cabrera
- Urban Health Lab, Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Division of Emergency Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Tyler N A Winkelman
- Health, Homelessness, and Criminal Justice Lab, Hennepin Healthcare Research Institute, Minneapolis, Minnesota; Division of General Internal Medicine, Department of Medicine, Hennepin Healthcare, Minneapolis, Minnesota
| | - Aditi Vasan
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; PolicyLab, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| |
Collapse
|
3
|
Reinhart E. Money as Medicine - Clinicism, Cash Transfers, and the Political-Economic Determinants of Health. N Engl J Med 2024; 390:1333-1338. [PMID: 38598803 DOI: 10.1056/nejmms2311216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/12/2024]
Affiliation(s)
- Eric Reinhart
- From the Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago
| |
Collapse
|
4
|
Mejía Toro C, Carriedo A, Pérez Tamayo EM, Crosbie E. Barriers to Overcoming Child Hunger and Malnutrition: Applying a Human Rights Approach to Improve Policy and Action. Int J Public Health 2023; 68:1605969. [PMID: 37711158 PMCID: PMC10498992 DOI: 10.3389/ijph.2023.1605969] [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: 03/08/2023] [Accepted: 08/06/2023] [Indexed: 09/16/2023] Open
Abstract
Objective: Analyze key barriers to achieving children's right to food under Colombia's food and nutrition security policies and programs. Methods: A literature review was conducted along with 17 semi-structured expert interviews. The law framework on the right to food was applied to analyze findings. Results: Four key barriers were found. First, a reductionist approach prevails in the political narrative. This focuses on ensuring personal food access overlooking societal and environmental impacts. Second, the implementation of policies and programs is passed on to third parties, preventing civic participation and accountability. Third, there are insufficient national data sources and indicators to monitor the impact of interventions and funding. Fourth, program implementation is unequal and inadequate, which inadvertently supports illicit economies that thrive on conditions of hunger and poverty. Conclusion: Children's food and nutrition are reliant on organizations that focus on personal food supply without strengthening civic participation. Strengthening participation requires a human rights approach. International organizations can help the government to engage communities in policy and program improvement and oversight.
Collapse
Affiliation(s)
- Carolina Mejía Toro
- Department of Noncommunicable Diseases and Mental Health, Pan American Health Organization/World Health Organization, Washington, DC, United States
- Bureau for Humanitarian Assistance, United States Agency for International Development, Washington, DC, United States
- World Public Health Nutrition Association, Peacehaven, United Kingdom
| | - Angela Carriedo
- World Public Health Nutrition Association, Peacehaven, United Kingdom
- Department of Health, University of Bath, Bath, United Kingdom
| | | | - Eric Crosbie
- School of Public Health, University of Nevada, Reno, Reno, NV, United States
- Ozmen Institute for Global Studies, University of Nevada Reno, Reno, NV, United States
| |
Collapse
|
5
|
Nakamura IB, Silva MT, Garcia LP, Galvao TF. Prevalence of Physical Violence Against Brazilian Women: Systematic Review and Meta-Analysis. TRAUMA, VIOLENCE & ABUSE 2023; 24:329-339. [PMID: 34236005 DOI: 10.1177/15248380211029410] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Violence against women is a major problem in Brazil, but data on its prevalence are scarce. We aimed to estimate the prevalence of physical violence against women in Brazil. We conducted a systematic review and meta-analysis of the prevalence of physical violence against women. Population-based researches that assessed physical violence in Brazilian women were searched on MEDLINE, Embase, Scopus, and VHL/BIREME. The last search update was carried out in March 2020. Two researchers selected the studies, extracted the data, and assessed the quality of the eligible studies. Summary of prevalence and 95% confidence interval (CI) was calculated using Freeman-Tukey double arccosine transformation, weighted by the official local population size. Heterogeneity was estimated by I 2 and investigated by meta-regression analyses. Of 3,408 reports, 13 studies carried out from 1999 to 2016 (n = 25,781 women) were included. Most studies had limitations on sample size (5/13) and response rate (7/13). The prevalence of physical violence was 22.4% in lifetime (95% CI [21.6, 23.2%]; I 2 = 99.0%), and 11.5% in previous year (95% CI [11.1, 11.9%]; I 2 = 99.5%). Assuring privacy during interview significantly increased the prevalence (p = .028; residual I 2 = 80.0%). Higher prevalence was also observed in studies with adequate sample source, validated questionnaire, and privacy (in both recall periods), potentially due to lower risk of nonresponse bias. Over two in 10 Brazilian women suffered physical violence during their lives, and over one tenth, in the previous year. Measurement of outcome affected the prevalence; privacy should be assured for the interviewee for future reliable estimates in the country.
Collapse
|
6
|
Evans-Lacko S, Araya R, Bauer A, Garman E, Álvarez-Iglesias A, McDaid D, Hessel P, Matijasevich A, Paula CS, Park AL, Lund C. Potential mechanisms by which cash transfer programmes could improve the mental health and life chances of young people: A conceptual framework and lines of enquiry for research and policy. Glob Ment Health (Camb) 2023; 10:e13. [PMID: 37854414 PMCID: PMC10579689 DOI: 10.1017/gmh.2023.4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 01/29/2023] [Accepted: 02/12/2023] [Indexed: 02/23/2023] Open
Abstract
Mental health is inextricably linked to both poverty and future life chances such as education, skills, labour market attachment and social function. Poverty can lead to poorer mental health, which reduces opportunities and increases the risk of lifetime poverty. Cash transfer programmes are one of the most common strategies to reduce poverty and now reach substantial proportions of populations living in low- and middle-income countries. Because of their rapid expansion in response to the COVID-19 pandemic, they have recently gained even more importance. Recently, there have been suggestions that these cash transfers might improve youth mental health, disrupting the cycle of disadvantage at a critical period of life. Here, we present a conceptual framework describing potential mechanisms by which cash transfer programmes could improve the mental health and life chances of young people. Furthermore, we explore how theories from behavioural economics and cognitive psychology could be used to more specifically target these mechanisms and optimise the impact of cash transfers on youth mental health and life chances. Based on this, we identify several lines of enquiry and action for future research and policy.
Collapse
Affiliation(s)
- Sara Evans-Lacko
- Department of Health Policy, Care Policy and Evaluation Centre, London School of Economics and Political Science, London, UK
| | - Ricardo Araya
- Centre for Global Mental Health, Health Service & Population Research Department, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
| | - Annette Bauer
- Department of Health Policy, Care Policy and Evaluation Centre, London School of Economics and Political Science, London, UK
| | - Emily Garman
- Alan J Flisher Centre for Public Mental Health, Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
| | - Alejandra Álvarez-Iglesias
- Department of Health Policy, Care Policy and Evaluation Centre, London School of Economics and Political Science, London, UK
- Departamento de Psicología Biológica y de la Salud, Facultad de Psicología, Universidad Autónoma de Madrid, Madrid, Spain
| | - David McDaid
- Department of Health Policy, Care Policy and Evaluation Centre, London School of Economics and Political Science, London, UK
| | - Philipp Hessel
- Escuela de Gobierno Alberto Lleras Camargo, Universidad de Los Andes, Bogotá, Colombia
- Department of Epidemiology and Public Health, Swiss Tropical and Public Health Institute, Basel, Switzerland
| | - Alicia Matijasevich
- Departamento de Medicina Preventiva, Faculdade de Medicina FMUSP, Universidade de São Paulo, São Paulo, Brasil
| | - Cristiane Silvestre Paula
- Centro Mackenzie de Pesquisa sobre Infância e Adolescência, Programa de Pós-graduação em Distúrbios do Desenvolvimento, Universidade Presbiteriana Mackenzie, São Paulo, Brazil
| | - A-La Park
- Department of Health Policy, Care Policy and Evaluation Centre, London School of Economics and Political Science, London, UK
| | - Crick Lund
- Centre for Global Mental Health, Health Service & Population Research Department, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
- Alan J Flisher Centre for Public Mental Health, Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
| |
Collapse
|
7
|
Rios AMFM, Crespo KC, Martini M, Telles LEDB, Magalhães PVS. Gender-related and non-gender-related female homicide in Porto Alegre, Brazil, from 2010 to 2016. PLoS One 2023; 18:e0281924. [PMID: 36920985 PMCID: PMC10016696 DOI: 10.1371/journal.pone.0281924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Accepted: 02/04/2023] [Indexed: 03/16/2023] Open
Abstract
Female homicide is a global phenomenon with a higher prevalence in countries in Asia, Africa, and the Americas. Life expectancy in Brazil is compromised by the high risk of death from male and female homicides, a growing social problem. This study aimed to integrate different public datasets and describe the sociodemographic, criminal, and medicolegal characteristics of the homicides of girls and women occurring in Porto Alegre, southern Brazil, from 2010 to 2016. The data were obtained from autopsy reports, police reports, and records from crime scenes. During this period, there was a significant increase in overall standardized rates of female homicides (4.98 to 10.85), with a pronounced increase in non-gender-related deaths, especially due to urban violence, such as involvement in drug trafficking and other crimes and robbery resulting in death. Young (15-29 years of age), non-White women were the most affected. Increased female homicide rates due to non-gender-related factors is a new and worrying phenomenon in Brazil. Obtaining specific data on the profile of victims and characteristics of violence is a crucial step in facing the problem and directing public policies.
Collapse
Affiliation(s)
- Angelita Maria Ferreira Machado Rios
- Hospital de Clínicas de Porto Alegre, Clinical Research Center, Graduate Program in Psychiatry and Behavioral Sciences, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
- Porto Alegre Medicolegal Department, Instituto Geral de Perícias do Rio Grande do Sul, Porto Alegre, Brazil
| | - Kleber Cardoso Crespo
- Hospital de Clínicas de Porto Alegre, Clinical Research Center, Graduate Program in Psychiatry and Behavioral Sciences, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
- Porto Alegre Medicolegal Department, Instituto Geral de Perícias do Rio Grande do Sul, Porto Alegre, Brazil
| | - Murilo Martini
- Hospital de Clínicas de Porto Alegre, Clinical Research Center, Graduate Program in Psychiatry and Behavioral Sciences, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Lisieux Elaine De Borba Telles
- Hospital de Clínicas de Porto Alegre, Clinical Research Center, Graduate Program in Psychiatry and Behavioral Sciences, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Pedro V. S. Magalhães
- Hospital de Clínicas de Porto Alegre, Clinical Research Center, Graduate Program in Psychiatry and Behavioral Sciences, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
- * E-mail:
| |
Collapse
|
8
|
Cervantes A, Jhunjhunwala R, Castañeda Alcántara ID, Elizundia Cisneros ME, Ringel R, Cortes Rodriguez A, Del Valle D, Hill S, Meara JG, Uribe-Leitz T. Estimating the economic impact of interpersonal violence in Mexico in 2021: projecting three hypothetical scenarios for 2030. Rev Panam Salud Publica 2023; 47:e39. [PMID: 36909811 PMCID: PMC9976230 DOI: 10.26633/rpsp.2023.39] [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: 05/15/2022] [Accepted: 12/01/2022] [Indexed: 03/05/2023] Open
Abstract
Objective To calculate the economic impact of violence across Mexico in 2021 and project costs for 2021-2030. Methods Incidence data was obtained from the Executive Secretariat of the National Public Security System, (SESNSP), National Population Council (CONAPO), National Institute of Statistics and Geography (INEGI), and the National Survey of Victimization and Perception of Public Safety (ENVIPE). Our model incorporates incidence estimates of the costs of events associated with violence (e.g., homicides, hospitalizations, rapes, extortions, robbery, etc). Results The economic impact of crime and violence in Mexico for the year 2021 has been estimated at about $192 billion US dollars, which corresponds to 14.6% of the national GDP. By reducing violence 50% by 2030, we estimate savings of at least US$110 billion dollars. This represents a saving of US$1 376 372 for each company and more than US$66 771 for each Mexican. Conclusion Violence and homicides have become one of the most pressing public health and economic concerns for their effect on health, development, and economic growth. Due to low cost and high impact, prevention is the most efficient way to respond to crime and violence while also being an essential component of sustainable strategies aimed at improving citizen security.
Collapse
Affiliation(s)
- Arturo Cervantes
- Faculty of Health Sciences Universidad Anahuac Mexico Mexico City Mexico Faculty of Health Sciences, Universidad Anahuac Mexico, Mexico City, Mexico
| | - Rashi Jhunjhunwala
- Program in Global Surgery and Social Change Harvard Medical School Program in Global Surgery and Social Change, Harvard Medical School
| | - Isaac Deneb Castañeda Alcántara
- Faculty of Health Sciences Universidad Anahuac Mexico Mexico City Mexico Faculty of Health Sciences, Universidad Anahuac Mexico, Mexico City, Mexico
| | - María Eugenia Elizundia Cisneros
- School of Economics & Business Anahuac University Mexico Mexico City Mexico School of Economics & Business, Anahuac University Mexico, Mexico City, Mexico
| | - Roey Ringel
- Boston University School of Medicine Boston United States of America Boston University School of Medicine, Boston, United States of America
| | - Alejandra Cortes Rodriguez
- Faculty of Health Sciences Universidad Anahuac Mexico Mexico City Mexico Faculty of Health Sciences, Universidad Anahuac Mexico, Mexico City, Mexico
| | - Diana Del Valle
- Program in Global Surgery and Social Change Harvard Medical School Program in Global Surgery and Social Change, Harvard Medical School
| | - Sarah Hill
- Program in Global Surgery and Social Change Harvard Medical School Program in Global Surgery and Social Change, Harvard Medical School
| | - John Gerard Meara
- Program in Global Surgery and Social Change Harvard Medical School Program in Global Surgery and Social Change, Harvard Medical School
| | - Tarsicio Uribe-Leitz
- Department of Plastic & Oral Surgery Boston Children's Hospital Boston United States of America Department of Plastic & Oral Surgery, Boston Children's Hospital, Boston, United States of America
| |
Collapse
|
9
|
Rowhani-Rahbar A, Schleimer JP, Moe CA, Rivara FP, Hill HD. Income support policies and firearm violence prevention: A scoping review. Prev Med 2022; 165:107133. [PMID: 35803348 PMCID: PMC10117288 DOI: 10.1016/j.ypmed.2022.107133] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2022] [Revised: 06/25/2022] [Accepted: 06/27/2022] [Indexed: 01/28/2023]
Abstract
Firearm violence is a major threat to global public health and safety. Several individual, family, peer, community, and societal risk and protective factors determine or modify the risk of firearm violence. Specifically, there is a strong relationship between poverty, income inequality, and firearm violence; as such, interventions that influence upstream determinants of health by providing income support may hold much promise in affecting multiple domains of risk that are on the causal pathway to firearm violence. Guided by the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews, we conducted a scoping review to examine the current state of evidence on the relationship between income support policies and risk of firearm violence. We searched 8 databases related to health and social sciences from inception through March 30, 2022, and placed no time, language, setting, or other publication restrictions on our search, as long as the study was quantitative or mixed-methods and addressed firearm violence specifically, rather than violence more broadly, as an outcome in relation to income support policies. We found 4 studies; of those, 3 were conducted in the United States and 1 in Brazil. All 4 found associations of policy-relevant magnitude between income support policies and reductions in risk of inter-personal firearm violence. We propose future opportunities to enhance the substantive scope and methodologic rigor of this field of research and inform policy and practice for greater impact.
Collapse
Affiliation(s)
- Ali Rowhani-Rahbar
- Department of Epidemiology, School of Public Health, University of Washington, USA; Firearm Injury & Policy Research Program, University of Washington, USA; Daniel J. Evans School of Public Policy & Governance, University of Washington, USA.
| | - Julia P Schleimer
- Department of Epidemiology, School of Public Health, University of Washington, USA; Firearm Injury & Policy Research Program, University of Washington, USA
| | - Caitlin A Moe
- Department of Epidemiology, School of Public Health, University of Washington, USA; Firearm Injury & Policy Research Program, University of Washington, USA
| | - Frederick P Rivara
- Department of Epidemiology, School of Public Health, University of Washington, USA; Firearm Injury & Policy Research Program, University of Washington, USA
| | - Heather D Hill
- Daniel J. Evans School of Public Policy & Governance, University of Washington, USA
| |
Collapse
|
10
|
Barreto ML, Ichihara MY, Pescarini JM, Ali MS, Borges GL, Fiaccone RL, Ribeiro-Silva RDC, Teles CA, Almeida D, Sena S, Carreiro RP, Cabral L, Almeida BA, Barbosa GCG, Pita R, Barreto ME, Mendes AAF, Ramos DO, Brickley EB, Bispo N, Machado DB, Paixao ES, Rodrigues LC, Smeeth L. Cohort Profile: The 100 Million Brazilian Cohort. Int J Epidemiol 2022; 51:e27-e38. [PMID: 34922344 PMCID: PMC9082797 DOI: 10.1093/ije/dyab213] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 09/17/2021] [Indexed: 11/16/2022] Open
Affiliation(s)
- Mauricio L Barreto
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
- Institute of Collective Health, Federal University of Bahia (UFBA), Salvador, Brazil
| | - Maria Yury Ichihara
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
- Institute of Collective Health, Federal University of Bahia (UFBA), Salvador, Brazil
| | - Julia M Pescarini
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
| | - M Sanni Ali
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Center for Statistics in Medicine, University of Oxford, Oxford, UK
| | - Gabriela L Borges
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
| | - Rosemeire L Fiaccone
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
- Department of Statistics, Federal University of Bahia, Salvador, Brazil
| | - Rita de Cássia Ribeiro-Silva
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
- Department of Nutrition, Federal University of Bahia, Salvador, Brazil
| | - Carlos A Teles
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
| | - Daniela Almeida
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
| | - Samila Sena
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
| | - Roberto P Carreiro
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
| | - Liliana Cabral
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
| | - Bethania A Almeida
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
| | - George C G Barbosa
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
| | - Robespierre Pita
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
| | - Marcos E Barreto
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
- Department of Statistics, London School of Economics and Political Science, London, UK
| | - Andre A F Mendes
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
| | - Dandara O Ramos
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
- Institute of Collective Health, Federal University of Bahia (UFBA), Salvador, Brazil
| | - Elizabeth B Brickley
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
| | - Nivea Bispo
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
- Department of Statistics, Federal University of Bahia, Salvador, Brazil
| | - Daiane B Machado
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
| | - Enny S Paixao
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
| | - Laura C Rodrigues
- Centre for Data and Knowledge Integration for Health (CIDACS), Fundação Oswaldo Cruz, Salvador, Brazil
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
| | - Liam Smeeth
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
| |
Collapse
|
11
|
Machado DB, Williamson E, Pescarini JM, Alves FJO, Castro-de-Araujo LFS, Ichihara MY, Rodrigues LC, Araya R, Patel V, Barreto ML. Relationship between the Bolsa Família national cash transfer programme and suicide incidence in Brazil: A quasi-experimental study. PLoS Med 2022; 19:e1004000. [PMID: 35584178 PMCID: PMC9162363 DOI: 10.1371/journal.pmed.1004000] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 06/02/2022] [Accepted: 04/26/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Socioeconomic factors have been consistently associated with suicide, and economic recessions are linked to rising suicide rates. However, evidence on the impact of socioeconomic interventions to reduce suicide rates is limited. This study investigates the association of the world's largest conditional cash transfer programme with suicide rates in a cohort of half of the Brazilian population. METHODS AND FINDINGS We used data from the 100 Million Brazilian Cohort, covering a 12-year period (2004 to 2015). It comprises socioeconomic and demographic information on 114,008,317 individuals, linked to the "Bolsa Família" programme (BFP) payroll database, and nationwide death registration data. BFP was implemented by the Brazilian government in 2004. We estimated the association of BFP using inverse probability of treatment weighting, estimating the weights for BFP beneficiaries (weight = 1) and nonbeneficiaries by the inverse probability of receiving treatment (weight = E(ps)/(1-E(ps))). We used an average treatment effect on the treated (ATT) estimator and fitted Poisson models to estimate the incidence rate ratios (IRRs) for suicide associated with BFP experience. At the cohort baseline, BFP beneficiaries were younger (median age 27.4 versus 35.4), had higher unemployment rates (56% versus 32%), a lower level of education, resided in rural areas, and experienced worse household conditions. There were 36,742 suicide cases among the 76,532,158 individuals aged 10 years, or older, followed for 489,500,000 person-years at risk. Suicide rates among beneficiaries and nonbeneficiaries were 5.4 (95% CI = 5.32, 5.47, p < 0.001) and 10.7 (95% CI = 10.51, 10.87, p < 0.001) per 100,000 individuals, respectively. BFP beneficiaries had a lower suicide rate than nonbeneficiaries (IRR = 0.44, 95% CI = 0.42, 0.45, p < 0.001). This association was stronger among women (IRR = 0.36, 95% CI = 0.33, 0.38, p < 0.001), and individuals aged between 25 and 59 (IRR = 0.41, 95% CI = 0.40, 0.43, p < 0.001). Study limitations include a lack of control for previous mental disorders and access to means of suicide, and the possible under-registration of suicide cases due to stigma. CONCLUSIONS We observed that BFP was associated with lower suicide rates, with similar results in all sensitivity analyses. These findings should help to inform policymakers and health authorities to better design suicide prevention strategies. Targeting social determinants using cash transfer programmes could be important in limiting suicide, which is predicted to rise with the economic recession, consequent to the Coronavirus Disease 2019 (COVID-19) pandemic.
Collapse
Affiliation(s)
- Daiane Borges Machado
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Elizabeth Williamson
- Department of Medical Statistics and Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine (LSHTM), London, United Kingdom
| | - Julia M. Pescarini
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil
- Department of Medical Statistics and Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine (LSHTM), London, United Kingdom
| | - Flavia J. O. Alves
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil
| | - Luís F. S. Castro-de-Araujo
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil
- Department of Psychiatry, The University of Melbourne, Austin Health, Heidelberg, Victoria, Australia
| | - Maria Yury Ichihara
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil
| | - Laura C. Rodrigues
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil
- Department of Medical Statistics and Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine (LSHTM), London, United Kingdom
| | - Ricardo Araya
- Centre for Global Mental Health, Institute of Psychiatry, Psychology & Neuroscience, King’s College, London, United Kingdom
| | - Vikram Patel
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts, United States of America
- Department of Global Health and Population, Chan School of Public Health, Harvard, United States of America
| | - Maurício L. Barreto
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil
- Institute of Collective Health, Federal University of Bahia (UFBA), Salvador, Brazil
| |
Collapse
|
12
|
Rasella D, Morais GADS, Anderle RV, da Silva AF, Lua I, Coelho R, Rubio FA, Magno L, Machado D, Pescarini J, Souza LE, Macinko J, Dourado I. Evaluating the impact of social determinants, conditional cash transfers and primary health care on HIV/AIDS: Study protocol of a retrospective and forecasting approach based on the data integration with a cohort of 100 million Brazilians. PLoS One 2022; 17:e0265253. [PMID: 35316304 PMCID: PMC8939793 DOI: 10.1371/journal.pone.0265253] [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: 02/22/2022] [Accepted: 02/25/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Despite the great progress made over the last decades, stronger structural interventions are needed to end the HIV/AIDS pandemic in Low and Middle-Income Countries (LMIC). Brazil is one of the largest and data-richest LMIC, with rapidly changing socioeconomic characteristics and an important HIV/AIDS burden. Over the last two decades Brazil has also implemented the world's largest Conditional Cash Transfer programs, the Bolsa Familia Program (BFP), and one of the most consolidated Primary Health Care (PHC) interventions, the Family Health Strategy (FHS). OBJECTIVE We will evaluate the effects of socioeconomic determinants, BFP exposure and FHS coverage on HIV/AIDS incidence, treatment adherence, hospitalizations, case fatality, and mortality using unprecedently large aggregate and individual-level longitudinal data. Moreover, we will integrate the retrospective datasets and estimated parameters with comprehensive forecasting models to project HIV/AIDS incidence, prevalence and mortality scenarios up to 2030 according to future socioeconomic conditions and alternative policy implementations. METHODS AND ANALYSIS We will combine individual-level data from all national HIV/AIDS registries with large-scale databases, including the "100 Million Brazilian Cohort", over a 19-year period (2000-2018). Several approaches will be used for the retrospective quasi-experimental impact evaluations, such as Regression Discontinuity Design (RDD), Random Administrative Delays (RAD) and Propensity Score Matching (PSM), combined with multivariable Poisson regressions for cohort analyses. Moreover, we will explore in depth lagged and long-term effects of changes in living conditions and in exposures to BFP and FHS. We will also investigate the effects of the interventions in a wide range of subpopulations. Finally, we will integrate such retrospective analyses with microsimulation, compartmental and agent-based models to forecast future HIV/AIDS scenarios. CONCLUSION The unprecedented datasets, analyzed through state-of-the-art quasi-experimental methods and innovative mathematical models will provide essential evidences to the understanding and control of HIV/AIDS epidemic in LMICs such as Brazil.
Collapse
Affiliation(s)
- Davide Rasella
- Institute of Collective Health, Federal University of Bahia, Salvador, Brazil
- ISGlobal, Hospital Clínic - Universitat de Barcelona, Barcelona, Spain
- Center for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil
| | | | | | | | - Iracema Lua
- Institute of Collective Health, Federal University of Bahia, Salvador, Brazil
| | - Ronaldo Coelho
- Department of Chronic Conditions and Sexually Transmitted Infections/Department of Health Surveillance/Ministry of Health (DCCI/SVS/MS), Brasília, Brazil
| | - Felipe Alves Rubio
- Institute of Collective Health, Federal University of Bahia, Salvador, Brazil
| | - Laio Magno
- Institute of Collective Health, Federal University of Bahia, Salvador, Brazil
- Life Science Department, University of the State of Bahia, Salvador, Brazil
| | - Daiane Machado
- Center for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil
| | - Julia Pescarini
- Center for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil
| | - Luis Eugênio Souza
- Institute of Collective Health, Federal University of Bahia, Salvador, Brazil
| | - James Macinko
- UCLA Fielding School of Public Health, University of California at Los Angeles (UCLA), Los Angeles, California, United States of America
| | - Inês Dourado
- Institute of Collective Health, Federal University of Bahia, Salvador, Brazil
| |
Collapse
|
13
|
Blair KJ, de Virgilio M, Dissak-Delon FN, Dang LE, Christie SA, Carvalho M, Oke R, Mbianyor MA, Hubbard AE, Etoundi AM, Kinge T, Njock RL, Nkusu DN, Tsiagadigui JG, Dicker RA, Chichom-Mefire A, Juillard C. Associations between social determinants of health and interpersonal violence-related injury in Cameroon: a cross-sectional study. BMJ Glob Health 2022; 7:bmjgh-2021-007220. [PMID: 35022181 PMCID: PMC8756282 DOI: 10.1136/bmjgh-2021-007220] [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: 08/17/2021] [Accepted: 12/07/2021] [Indexed: 11/18/2022] Open
Abstract
Introduction Risk factors for interpersonal violence-related injury (IPVRI) in low-income and middle-income countries (LMICs) remain poorly defined. We describe associations between IPVRI and select social determinants of health (SDH) in Cameroon. Methods We conducted a cross-sectional analysis of prospective trauma registry data collected from injured patients >15 years old between October 2017 and January 2020 at four Cameroonian hospitals. Our primary outcome was IPVRI, compared with unintentional injury. Explanatory SDH variables included education level, employment status, household socioeconomic status (SES) and alcohol use. The EconomicClusters model grouped patients into household SES clusters: rural, urban poor, urban middle-class (MC) homeowners, urban MC tenants and urban wealthy. Results were stratified by sex. Categorical variables were compared via Pearson’s χ2 statistic. Associations with IPVRI were estimated using adjusted odds ratios (aOR) with 95% confidence intervals (95%CI). Results Among 7605 patients, 5488 (72.2%) were men. Unemployment was associated with increased odds of IPVRI for men (aOR 2.44 (95% CI 1.95 to 3.06), p<0.001) and women (aOR 2.53 (95% CI 1.35 to 4.72), p=0.004), as was alcohol use (men: aOR 2.33 (95% CI 1.91 to 2.83), p<0.001; women: aOR 3.71 (95% CI 2.41 to 5.72), p<0.001). Male patients from rural (aOR 1.45 (95% CI 1.04 to 2.03), p=0.028) or urban poor (aOR 2.08 (95% CI 1.27 to 3.41), p=0.004) compared with urban wealthy households had increased odds of IPVRI, as did female patients with primary-level/no formal (aOR 1.78 (95% CI 1.10 to 2.87), p=0.019) or secondary-level (aOR 1.54 (95% CI 1.03 to 2.32), p=0.037) compared with tertiary-level education. Conclusion Lower educational attainment, unemployment, lower household SES and alcohol use are risk factors for IPVRI in Cameroon. Future research should explore LMIC-appropriate interventions to address SDH risk factors for IPVRI.
Collapse
Affiliation(s)
- Kevin J Blair
- Program for the Advancement of Surgical Equity (PASE), Department of Surgery, University of California Los Angeles, Los Angeles, California, USA
| | - Michael de Virgilio
- Program for the Advancement of Surgical Equity (PASE), Department of Surgery, University of California Los Angeles, Los Angeles, California, USA
- Boston University School of Medicine, Boston, Massachusetts, USA
| | | | - Lauren Eyler Dang
- Division of Biostatistics, University of California Berkeley School of Public Health, Berkeley, California, USA
| | - S Ariane Christie
- Department of Trauma and Acute Care Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Melissa Carvalho
- Program for the Advancement of Surgical Equity (PASE), Department of Surgery, University of California Los Angeles, Los Angeles, California, USA
| | - Rasheedat Oke
- Program for the Advancement of Surgical Equity (PASE), Department of Surgery, University of California Los Angeles, Los Angeles, California, USA
| | - Mbiarikai Agbor Mbianyor
- Program for the Advancement of Surgical Equity (PASE), Department of Surgery, University of California Los Angeles, Los Angeles, California, USA
| | - Alan E Hubbard
- Division of Biostatistics, University of California Berkeley School of Public Health, Berkeley, California, USA
| | - Alain Mballa Etoundi
- Department of Disease Epidemic and Pandemic Control, Cameroon Ministry of Public Health, Yaoundé, Cameroon
| | - Thompson Kinge
- Hospital Administration, Limbe Regional Hospital, Limbe, Southwest Region, Cameroon
| | - Richard L Njock
- Hospital Administration, Hopital Laquintinie de Duoala, Duoala, Cameroon
| | - Daniel N Nkusu
- Hospital Administration, Catholic Hospital of Pouma, Pouma, Cameroon
| | | | - Rochelle A Dicker
- Program for the Advancement of Surgical Equity (PASE), Department of Surgery, University of California Los Angeles, Los Angeles, California, USA
| | - Alain Chichom-Mefire
- Department of Surgery and Obs/Gyn, University of Buea Faculty of Health Sciences, Buea, Cameroon
| | - Catherine Juillard
- Program for the Advancement of Surgical Equity (PASE), Department of Surgery, University of California Los Angeles, Los Angeles, California, USA
| |
Collapse
|
14
|
Wanzinack C, Signorelli MC, Reis C. Violence and social determinants of health in Brazil: association between homicides, urbanization, population, inequality, and development. CAD SAUDE PUBLICA 2022; 38:e00282621. [DOI: 10.1590/0102-311xen282621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 07/22/2022] [Indexed: 11/27/2022] Open
Abstract
The aim was to analyze the relations between homicidal violence, human development, inequality, population size, and urbanization rates in Brazilian municipalities. This is a retrospective ecological study of 5,570 Brazilian municipalities which analyzes the relations between the average rate of homicides registered in the Brazilian Mortality Information System (from 2005 to 2015) and selected indicators: municipal human development indices (HDI-M), Gini index, urbanization rates, and quantitative population. Analysis of the relative effect (%) of the variables on the risk for homicidal violence showed a greater association with more populous municipalities (log 10) (80.8%, 95%CI: 73.0; 88.8), more urbanized ones (8%, 95%CI: 6.7; 9.2), with higher Gini index (6%, 95%CI: 2.6; 9.5); whereas the relation with HDI-M is inverse (-17.1%, 95%CI: -21.4; -12.6). National policies which aim to limit population growth and the urbanization of the most populous Brazilian cities could reduce homicide rates across the country. Reducing inequalities and investing in municipal social education, health, and income policies could also reduce the number of homicides. We estimated that improving the HDI-M of the municipalities by 0.1 would cause a national reduction between 7,560 and 12,834 annual homicides, whereas decreasing income inequality (Gini index) by 0.1 would mean saving between 1,569 to 5,448 lives per year.
Collapse
Affiliation(s)
- Clovis Wanzinack
- Universidade Federal do Paraná, Brazil; Universidade Regional de Blumenau, Brazil
| | | | | |
Collapse
|
15
|
Pescarini JM, Craig P, Allik M, Amorim L, Ali S, Smeeth L, Barreto ML, Leyland AH, Aquino EML, Katikireddi SV. Evaluating the impact of the Bolsa Familia conditional cash transfer program on premature cardiovascular and all-cause mortality using the 100 million Brazilian cohort: a natural experiment study protocol. BMJ Open 2020; 10:e039658. [PMID: 33444195 PMCID: PMC7682454 DOI: 10.1136/bmjopen-2020-039658] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Revised: 07/30/2020] [Accepted: 09/30/2020] [Indexed: 12/03/2022] Open
Abstract
INTRODUCTION Brazil's Bolsa Familia Program (BFP) is the world's largest conditional cash transfer scheme. We shall use a large cohort of applicants for different social programmes to evaluate the effect of BFP receipt on premature all-cause and cardiovascular mortality. METHODS AND ANALYSIS We will identify BFP recipients and non-recipients among new applicants from 2004 to 2015 in the 100 Million Brazilian Cohort, a database of 114 million individuals containing sociodemographic and mortality information of applicants to any Brazilian social programme. For individuals applying from 2011, when we have better recorded income data, we shall compare premature (age 30-69) cardiovascular and all-cause mortality among BFP recipients and non-recipients using regression discontinuity design (RDD) with household monthly per capita income as the forcing variable. Effects will be estimated using survival models accounting for individuals follow-up. To test the sensitivity of our findings, we will estimate models with different bandwidths, include potential confounders as covariates in the survival models, and restrict our data to locations with the most reliable data. In addition, we will estimate the effect of BFP on studied outcomes using propensity score risk-set matching, separately for individuals that applied ≤2010 and >2011, allowing comparability with RDD. Analyses will be stratified by geographical region, gender, race/ethnicity and socioeconomic position. We will investigate differential impacts of BFP and the presence of effect modification for a combination of characteristics, including gender and race/ethnicity. ETHICS AND DISSEMINATION The study was approved by the ethics committees of Oswaldo Cruz Foundation and the University of Glasgow College of Medicine and Veterinary Life Sciences. The deidentified dataset will be provided to researchers, and data analysis will be performed in a safe computational environment without internet access. Study findings will be published in high quality peer-reviewed research articles. The published results will be disseminated in the social media and to policy-makers.
Collapse
Affiliation(s)
- Julia M Pescarini
- Centro de Integração de Dados e Conhecimentos para Saúde (Cidacs), Fundação Oswaldo Cruz, Salvador, Brazil
- Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK
| | - Peter Craig
- MRC/CSO Social & Public Health Sciences Unit, University of Glasgow, Glasgow, Glasgow, UK
| | - Mirjam Allik
- MRC/CSO Social & Public Health Sciences Unit, University of Glasgow, Glasgow, Glasgow, UK
| | - Leila Amorim
- Instituto de Matemática e Estatística, Universidade Federal da Bahia, Salvador, Brazil
| | - Sanni Ali
- Centro de Integração de Dados e Conhecimentos para Saúde (Cidacs), Fundação Oswaldo Cruz, Salvador, Brazil
- Department of Non-communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK
| | - Liam Smeeth
- Department of Non-communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK
- Health Data Research (HDR), London, UK
| | - Mauricio L Barreto
- Centro de Integração de Dados e Conhecimentos para Saúde (Cidacs), Fundação Oswaldo Cruz, Salvador, Brazil
- Instituto de Saúde Coletiva, Universidade Federal da Bahia, Salvador, Brazil
| | - Alastair H Leyland
- MRC/CSO Social & Public Health Sciences Unit, University of Glasgow, Glasgow, Glasgow, UK
| | - Estela M L Aquino
- Centro de Integração de Dados e Conhecimentos para Saúde (Cidacs), Fundação Oswaldo Cruz, Salvador, Brazil
- Instituto de Saúde Coletiva, Universidade Federal da Bahia, Salvador, Brazil
| | | |
Collapse
|
16
|
Machado DB, McDonald K, Castro-de-Araujo LFS, Devakumar D, Alves FJO, Kiss L, Lewis G, Barreto ML. Association between homicide rates and suicide rates: a countrywide longitudinal analysis of 5507 Brazilian municipalities. BMJ Open 2020; 10:e040069. [PMID: 33148758 PMCID: PMC7643512 DOI: 10.1136/bmjopen-2020-040069] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 09/16/2020] [Accepted: 10/08/2020] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVE To estimate the association between homicide and suicide rates in Brazilian municipalities over a period of 7 years. DESIGN We conducted a longitudinal ecological study using annual mortality data from 5507 Brazilian municipalities between 2008 and 2014. Multivariable negative binomial regression models were used to examine the relationship between homicide and suicide rates. Robustness of results was explored using sensitivity analyses to examine the influence of data quality, population size, age and sex on the relationship between homicide and suicide rates. SETTING A nationwide study of municipality-level data. PARTICIPANTS Mortality data and corresponding population estimates for municipal populations aged 10 years and older. PRIMARY AND SECONDARY OUTCOME MEASURES Age-standardised suicide rates per 100 000. RESULTS Municipal suicide rates were positively associated with municipal homicide rates; after adjusting for socioeconomic and demographic factors, a doubling of the homicide rate was associated with 22% increase in suicide rate (rate ratio=1.22, 95% CI: 1.13 to 1.33). A dose-response effect was observed with 4% increase in suicide rates at the third quintile, 9% at the fourth quintile and 12% at the highest quintile of homicide rates compared with the lowest quintile. The observed effect estimates were robust to sensitivity analyses. CONCLUSIONS Municipalities with higher homicide rates have higher suicide rates and the relationship between homicide and suicide rates in Brazil exists independently of many sociodemographic and socioeconomic factors. Our results are in line with the hypothesis that changes in homicide rates lead to changes in suicide rates, although a causal association cannot be established from this study. Suicide and homicide rates have increased in Brazil despite increased community mental health support and incarceration, respectively; therefore, new avenues for intervention are needed. The identification of a positive relationship between homicide and suicide rates suggests that population-based interventions to reduce homicide rates may also reduce suicide rates in Brazil.
Collapse
Affiliation(s)
- Daiane Borges Machado
- Center of Data and Knowledge Integration for Health, Salvador, Brazil
- Centre for Global Mental Health, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Keltie McDonald
- Division of Psychiatry, University College London, London, UK
| | - Luis F S Castro-de-Araujo
- Center of Data and Knowledge Integration for Health, Salvador, Brazil
- Department of Psychiatry, The University of Melbourne, Heidelberg, Victoria, Australia
| | - Delan Devakumar
- Institute for Global Health, University College London, London, UK
| | | | - Lígia Kiss
- Institute for Global Health, University College London, London, UK
| | - Glyn Lewis
- Division of Psychiatry, University College London, London, UK
| | - Mauricio L Barreto
- Instituto de Saúde Coletiva, Federal University of Bahia, Salvador, Bahia, Brazil
| |
Collapse
|
17
|
Machado DB, Pescarini JM, Ramos D, Teixeira R, Lozano R, Pereira VODM, Azeredo C, Paes-Sousa R, Malta DC, Barreto ML. Monitoring the progress of health-related sustainable development goals (SDGs) in Brazilian states using the Global Burden of Disease indicators. Popul Health Metr 2020; 18:7. [PMID: 32993666 PMCID: PMC7526114 DOI: 10.1186/s12963-020-00207-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Accepted: 06/19/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Measuring the Global Burden of Disease (GBD) has been the key to verifying the evolution of health indicators worldwide. We analyse subnational GBD data for Brazil in order to monitor the performance of the Brazilian states in the last 28 years on their progress towards meeting the health-related SDGs. METHODS As part of the GBD study, we assessed the 41 health-related indicators from the SDGs in Brazil at the subnational level for all the 26 Brazilian states and the Federal District from 1990 to 2017. The GBD group has rescaled all worldwide indicators from 0 to 100, assuming that for each one of them, the worst value among all countries and overtime is 0, and the best is 100. They also estimate the overall health-related SDG index as a function of all previously estimated health indicators and the SDI index (Socio-Demographic Index) as a function of per capita income, average schooling in the population aged 15 years or over, and total fertility rate under the age of 25 (TFU25). RESULTS From 1990 to 2017, most subnational health-related SDGs, the SDG and SDI indexes improved considerable in most Brazilian states. The observed differences in SDG indicators within Brazilian states, including HIV incidence and health worker density, increased over time. In 2017, health-related indicators that achieved good results globally included the prevalence of child wasting, NTD, household air pollution, conflict mortality, skilled birth attendance, use of modern contraceptive methods, vaccine coverage, and health worker density, but poor results were observed for child overweight and homicide rates. The high rates of overweight, alcohol consumption, and smoking prevalence found in the historically richest regions (i.e., the South and Southeast), contrast with the high rates of tuberculosis, maternal, neonatal, and under-5 mortality and WASH-related mortality found in the poorer regions (i.e., the North and Northeast). CONCLUSIONS The majority of Brazil's health-related SDG indicators have substantially improved over the past 28 years. However, inequalities in health among the Brazilian states and regions remain noticeable negatively affecting the Brazilian population, which can contribute to Brazil not achieving the SDG 2030 targets.
Collapse
Affiliation(s)
- Daiane Borges Machado
- Center of Data and Knowledge Integration for Health (Cidacs), Oswaldo Cruz Foundation, Salvador, Brazil.,Centre for Global Mental Health, London School of Hygiene & Tropical Medicine (LSHTM), London, UK
| | - Júlia Moreira Pescarini
- Center of Data and Knowledge Integration for Health (Cidacs), Oswaldo Cruz Foundation, Salvador, Brazil.
| | - Dandara Ramos
- Center of Data and Knowledge Integration for Health (Cidacs), Oswaldo Cruz Foundation, Salvador, Brazil.,Institute of Collective Health (ISC), Federal University of Bahia (UFBA), Salvador, Brazil
| | - Renato Teixeira
- Public Health Graduate Program, School of Medicine, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Rafael Lozano
- School of Medicine, Institute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, USA
| | | | - Cimar Azeredo
- Brazilian Institute of Geography and Statistics (IBGE), Rio de Janeiro, Brazil
| | | | - Deborah Carvalho Malta
- Escola de Enfermagem, Departamento Materno Infantil e Saúde Pública, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Mauricio L Barreto
- Center of Data and Knowledge Integration for Health (Cidacs), Oswaldo Cruz Foundation, Salvador, Brazil.,Institute of Collective Health (ISC), Federal University of Bahia (UFBA), Salvador, Brazil
| |
Collapse
|
18
|
Brice JM, Boyle AA. Are ED-based violence intervention programmes effective in reducing revictimisation and perpetration in victims of violence? A systematic review. Emerg Med J 2020; 37:489-495. [PMID: 32554747 DOI: 10.1136/emermed-2019-208970] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Revised: 04/30/2020] [Accepted: 05/12/2020] [Indexed: 11/04/2022]
Abstract
OBJECTIVES Community violence bears significant human and economic costs. Furthermore, victims requiring ED treatment are at a greater risk of violent reinjury, arrest due to perpetration and violent death. We aimed to evaluate the effectiveness of ED-based violence intervention programmes (EVIPs), which aim to reduce future violence involvement in these individuals. METHODS We performed a systematic literature review searching MEDLINE, Embase, Cumulative Index of Nursing and Allied Health Literature, PsycINFO, The Cochrane Library and Web of Science, in addition to hand-searching. Randomised controlled trials (RCTs) were included if they enrolled victims of community violence requiring ED treatment, evaluated interventions taking place in the ED and used violent revictimisation, arrests or intermediate outcome measures as endpoints. We included trials that had a Jadad score of 2 or above. RESULTS 297 records were identified, and 13 articles were included in our final qualitative analysis, representing 10 RCTs and 9 different EVIPs. The risk of selection bias was low; the risk of performance, detection and attrition bias was moderate. 9 out of 13 papers reported statistically significant improvements in one or more outcome measures related to violence, including violent reinjury and arrests due to violence perpetration. CONCLUSION The results of this literature review show that EVIPs may be capable of reducing violent reinjury and arrests due to violence perpetration. Larger RCTs, taking place in different regions, in different age groups and using different techniques, are justified to determine which conditions may be required for success and whether EVIPs are generalisable.
Collapse
Affiliation(s)
- James Matthew Brice
- University of Cambridge School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Adrian A Boyle
- Emergency Department, Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| |
Collapse
|
19
|
Boing A, Boing A, Wagner K, Subramanian S. Narrowing geographic inequality in life expectancy in Brazil: a multilevel analysis between 1991 and 2010. Public Health 2020; 180:102-108. [DOI: 10.1016/j.puhe.2019.11.015] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Revised: 09/19/2019] [Accepted: 11/12/2019] [Indexed: 10/25/2022]
|
20
|
Machado DB, Pescarini JM, Araújo LFSCD, Barreto ML. Austerity policies in Brazil may affect violence related outcomes. CIENCIA & SAUDE COLETIVA 2019; 24:4385-4394. [DOI: 10.1590/1413-812320182412.07422019] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Accepted: 07/12/2019] [Indexed: 11/22/2022] Open
Abstract
Abstract Economic crisis is often managed with austerity policies. These measures seem to burden the population disproportionately, with the poorer being more affected. This paper aims to investigate health outcomes performance after the recent Brazilian crisis and gauge whether that pattern also emerged. Public domain data from 2010 to 2017 was used, and it was found that suicide and homicide rates increased after 2014, while mortality by road traffic injuries decreased at the same time. Furthermore, these trends were exacerbated in the North and Northeast regions and in the municipalities with the poorest quintiles of Human Development Index (HDI). The austerity policies followed by the Brazilian economic crisis may have influenced the mortality trends due to external causes, with a possible stronger impact in the North and Northeast regions and among less developed municipalities.
Collapse
Affiliation(s)
- Daiane Borges Machado
- Centro de Integração de Dados e Conhecimentos para Saúde, Brazil; Centre for Global Mental Health, United Kingdom
| | | | | | - Maurício Lima Barreto
- Centro de Integração de Dados e Conhecimentos para Saúde, Brazil; Universidade Federal da Bahia, Brazil
| |
Collapse
|
21
|
Barreto ML, Ichihara MY, Almeida BA, Barreto ME, Cabral L, Fiaccone RL, Carreiro RP, Teles CAS, Pitta R, Penna GO, Barral-Netto M, Ali MS, Barbosa G, Denaxas S, Rodrigues LC, Smeeth L. The Centre for Data and Knowledge Integration for Health (CIDACS): Linking Health and Social Data in Brazil. Int J Popul Data Sci 2019; 4:1140. [PMID: 34095542 PMCID: PMC8142622 DOI: 10.23889/ijpds.v4i2.1140] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
The Centre for Data and Knowledge Integration for Health (CIDACS) was created in 2016 in Salvador, Bahia-Brazil with the objective of integrating data and knowledge aiming to answer scientific questions related to the health of the Brazilian population. This article details our experiences in the establishment and operations of CIDACS, as well as efforts made to obtain high-quality linked data while adhering to security, ethical use and privacy issues. Every effort has been made to conduct operations while implementing appropriate structures, procedures, processes and controls over the original and integrated databases in order to provide adequate datasets to answer relevant research questions. Looking forward, CIDACS is expected to be an important resource for researchers and policymakers interested in enhancing the evidence base pertaining to different aspects of health, in particular when investigating, from a nation-wide perspective, the role of social determinants of health and the effects of social and environmental policies on different health outcomes.
Collapse
Affiliation(s)
- ML Barreto
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil.
- Institute of Collective Health, Federal University of Bahia (UFBA), Salvador, Brazil.
| | - MY Ichihara
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil.
- Institute of Collective Health, Federal University of Bahia (UFBA), Salvador, Brazil.
| | - BA Almeida
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil.
| | - ME Barreto
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil.
- Computer Science Department, Federal University of Bahia (UFBA), Salvador, Brazil.
| | - L Cabral
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil.
| | - RL Fiaccone
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil.
- Statistics Department, Federal University of Bahia (UFBA), Brazil.
| | - RP Carreiro
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil.
| | - CAS Teles
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil.
| | - R Pitta
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil.
| | - GO Penna
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil.
- Tropical Medicine Centre, University of Brasília (UnB), Brazil.
- Escola Fiocruz de Governo, FIOCRUZ Brasília, Brazil.
| | - M Barral-Netto
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil.
| | - MS Ali
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil.
- Center for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK.
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, United Kingdom.
| | - G Barbosa
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil.
| | - S Denaxas
- Institute of Health Informatics, University College London, United Kingdom.
| | - LC Rodrigues
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil.
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, United Kingdom.
| | - L Smeeth
- Centre for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil.
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, United Kingdom.
| |
Collapse
|
22
|
Ali MS, Ichihara MY, Lopes LC, Barbosa GC, Pita R, Carreiro RP, dos Santos DB, Ramos D, Bispo N, Raynal F, Canuto V, de Araujo Almeida B, Fiaccone RL, Barreto ME, Smeeth L, Barreto ML. Administrative Data Linkage in Brazil: Potentials for Health Technology Assessment. Front Pharmacol 2019; 10:984. [PMID: 31607900 PMCID: PMC6768004 DOI: 10.3389/fphar.2019.00984] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Accepted: 07/31/2019] [Indexed: 12/17/2022] Open
Abstract
Health technology assessment (HTA) is the systematic evaluation of the properties and impacts of health technologies and interventions. In this article, we presented a discussion of HTA and its evolution in Brazil, as well as a description of secondary data sources available in Brazil with potential applications to generate evidence for HTA and policy decisions. Furthermore, we highlighted record linkage, ongoing record linkage initiatives in Brazil, and the main linkage tools developed and/or used in Brazilian data. Finally, we discussed the challenges and opportunities of using secondary data for research in the Brazilian context. In conclusion, we emphasized the availability of high quality data and an open, modern attitude toward the use of data for research and policy. This is supported by a rigorous but enabling legal framework that will allow the conduct of large-scale observational studies to evaluate clinical, economical, and social impacts of health technologies and social policies.
Collapse
Affiliation(s)
- M Sanni Ali
- Faculty of Epidemiology and Population Health, Department of Non-communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences (NDORMS), Center for Statistics in Medicine (CSM), University of Oxford, Oxford, United Kingdom
- Centre for Data and Knowledge Integration for Health (CIDACS), Instituto Gonçalo Muniz, Fundação Osvaldo Cruz, Salvador, Brazil
| | - Maria Yury Ichihara
- Centre for Data and Knowledge Integration for Health (CIDACS), Instituto Gonçalo Muniz, Fundação Osvaldo Cruz, Salvador, Brazil
- Institute of Public Health, Federal University of Bahia (UFBA), Salvador, Brazil
| | | | - George C.G. Barbosa
- Centre for Data and Knowledge Integration for Health (CIDACS), Instituto Gonçalo Muniz, Fundação Osvaldo Cruz, Salvador, Brazil
| | - Robespierre Pita
- Centre for Data and Knowledge Integration for Health (CIDACS), Instituto Gonçalo Muniz, Fundação Osvaldo Cruz, Salvador, Brazil
| | - Roberto Perez Carreiro
- Centre for Data and Knowledge Integration for Health (CIDACS), Instituto Gonçalo Muniz, Fundação Osvaldo Cruz, Salvador, Brazil
| | | | - Dandara Ramos
- Centre for Data and Knowledge Integration for Health (CIDACS), Instituto Gonçalo Muniz, Fundação Osvaldo Cruz, Salvador, Brazil
| | - Nivea Bispo
- Centre for Data and Knowledge Integration for Health (CIDACS), Instituto Gonçalo Muniz, Fundação Osvaldo Cruz, Salvador, Brazil
| | - Fabiana Raynal
- Department of Management and Incorporation of Health Technology, Ministry of Health (DGITS/MS), Brasília, Brazil
| | - Vania Canuto
- Department of Management and Incorporation of Health Technology, Ministry of Health (DGITS/MS), Brasília, Brazil
| | - Bethania de Araujo Almeida
- Centre for Data and Knowledge Integration for Health (CIDACS), Instituto Gonçalo Muniz, Fundação Osvaldo Cruz, Salvador, Brazil
| | - Rosemeire L. Fiaccone
- Centre for Data and Knowledge Integration for Health (CIDACS), Instituto Gonçalo Muniz, Fundação Osvaldo Cruz, Salvador, Brazil
- Institute of Public Health, Federal University of Bahia (UFBA), Salvador, Brazil
- Department of Statistics, Federal University of Bahia (UFBA), Salvador, Brazil
| | - Marcos E. Barreto
- Centre for Data and Knowledge Integration for Health (CIDACS), Instituto Gonçalo Muniz, Fundação Osvaldo Cruz, Salvador, Brazil
- Department of Computing, Federal University of Bahia (UFBA), Salvador, Brazil
- Institute of Health Informatics, University College London, London, United Kingdom
| | - Liam Smeeth
- Faculty of Epidemiology and Population Health, Department of Non-communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
- Centre for Data and Knowledge Integration for Health (CIDACS), Instituto Gonçalo Muniz, Fundação Osvaldo Cruz, Salvador, Brazil
| | - Mauricio L. Barreto
- Centre for Data and Knowledge Integration for Health (CIDACS), Instituto Gonçalo Muniz, Fundação Osvaldo Cruz, Salvador, Brazil
- Institute of Public Health, Federal University of Bahia (UFBA), Salvador, Brazil
| |
Collapse
|