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Cuervo LG, Villamizar CJ, Cuervo D, Zapata P, Ospina MB, Valencia SM, Polo A, Suárez Á, Bula MO, Miranda JJ, Millan G, Cuervo DE, Owens NJ, Piquero F, Hatcher-Roberts J, Paredes GD, Navarro MF, Minotta IL, Palta C, Martínez-Herrera E, Jaramillo C. Improving accessibility to radiotherapy services in Cali, Colombia: cross-sectional equity analyses using open data and big data travel times from 2020. Int J Equity Health 2024; 23:161. [PMID: 39148041 PMCID: PMC11325712 DOI: 10.1186/s12939-024-02211-6] [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: 03/20/2024] [Accepted: 06/12/2024] [Indexed: 08/17/2024] Open
Abstract
In this study, we evaluated and forecasted the cumulative opportunities for residents to access radiotherapy services in Cali, Colombia, while accounting for traffic congestion, using a new people-centred methodology with an equity focus. Furthermore, we identified 1-2 optimal locations where new services would maximise accessibility. We utilised open data and publicly available big data. Cali is one of South America's cities most impacted by traffic congestion. METHODOLOGY Using a people-centred approach, we tested a web-based digital platform developed through an iterative participatory design. The platform integrates open data, including the location of radiotherapy services, the disaggregated sociodemographic microdata for the population and places of residence, and big data for travel times from Google Distance Matrix API. We used genetic algorithms to identify optimal locations for new services. We predicted accessibility cumulative opportunities (ACO) for traffic ranging from peak congestion to free-flow conditions with hourly assessments for 6-12 July 2020 and 23-29 November 2020. The interactive digital platform is openly available. PRIMARY AND SECONDARY OUTCOMES We present descriptive statistics and population distribution heatmaps based on 20-min accessibility cumulative opportunities (ACO) isochrones for car journeys. There is no set national or international standard for these travel time thresholds. Most key informants found the 20-min threshold reasonable. These isochrones connect the population-weighted centroid of the traffic analysis zone at the place of residence to the corresponding zone of the radiotherapy service with the shortest travel time under varying traffic conditions ranging from free-flow to peak-traffic congestion levels. Additionally, we conducted a time-series bivariate analysis to assess geographical accessibility based on economic stratum. We identify 1-2 optimal locations where new services would maximize the 20-min ACO during peak-traffic congestion. RESULTS Traffic congestion significantly diminished accessibility to radiotherapy services, particularly affecting vulnerable populations. For instance, urban 20-min ACO by car dropped from 91% of Cali's urban population within a 20-min journey to the service during free-flow traffic to 31% during peak traffic for the week of 6-12 July 2020. Percentages represent the population within a 20-min journey by car from their residence to a radiotherapy service. Specific ethnic groups, individuals with lower educational attainment, and residents on the outskirts of Cali experienced disproportionate effects, with accessibility decreasing to 11% during peak traffic compared to 81% during free-flow traffic for low-income households. We predict that strategically adding sufficient services in 1-2 locations in eastern Cali would notably enhance accessibility and reduce inequities. The recommended locations for new services remained consistent in both of our measurements.These findings underscore the significance of prioritising equity and comprehensive care in healthcare accessibility. They also offer a practical approach to optimising service locations to mitigate disparities. Expanding this approach to encompass other transportation modes, services, and cities, or updating measurements, is feasible and affordable. The new approach and data are particularly relevant for planning authorities and urban development actors.
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Affiliation(s)
- Luis Gabriel Cuervo
- Departamento de Pediatría, de Obstetricia y Ginecología y de Medicina Preventiva y Salud Pública. Facultad de Medicina - Edificio M, Universitat Autònoma de Barcelona, Campus Universitario UAB, 08193, Bellaterra, (Cerdanyola del Vallès) Cataluña, Spain.
- Academia Nacional de Medicina de Colombia, Cra. 7ª # 69-11, 110231, Bogotá, Colombia.
| | - Carmen Juliana Villamizar
- Johns Hopkins Bloomberg School of Public Health, Wolfe Street Building, W1015, Baltimore, MD, 21205, USA
| | - Daniel Cuervo
- IQuartil SAS, Cra 13A # 107A-47, 110111, Bogotá, Colombia
| | - Pablo Zapata
- IQuartil SAS, Cra 13A # 107A-47, 110111, Bogotá, Colombia
| | - Maria B Ospina
- Department of Public Health Sciences, Faculty of Health Sciences, Queen's University, Carruthers Hall 204, Kingston, ON, K7L 3N6, Canada
| | - Sara Marcela Valencia
- Universidad Nacional de Colombia, Ave Cra. 30 # 45-03, 111321, Bogotá, Colombia
- Facultad de Medicina, Universidad de Antioquia, Cra. 51D # 62-29, Medellín, Antioquia, 050010, Colombia
| | - Alfredo Polo
- Technical Cooperation and Capacity Development, City Cancer Challenge Foundation, 9 Rue du Commerce, Geneva, 1204, Switzerland
| | - Ángela Suárez
- Johns Hopkins Bloomberg School of Public Health, Wolfe Street Building, W1015, Baltimore, MD, 21205, USA
| | - Maria O Bula
- Independent Researcher, 110221, Bogotá, Colombia
| | - J Jaime Miranda
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Av. Armendáriz 445 - Miraflores, 15074, Lima, Peru
- Sydney School of Public Health, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, 2006, Australia
| | - Gynna Millan
- Universidad del Valle, Cali, Valle del Cauca, 760032, Colombia
| | - Diana Elizabeth Cuervo
- Junta Nacional de Calificación de Invalidez [National Disability Board of Colombia], 110111, Bogotá, Colombia
| | - Nancy J Owens
- Independent Content and Communications Consultant, Fairfax, VA, 22032, USA
| | - Felipe Piquero
- Patient Advocate and Author of an Autopathography, 110231, Bogotá, Colombia
| | - Janet Hatcher-Roberts
- WHO Collaborating Centre for Knowledge Translation and Health Technology Assessment for Health Equity, Bruyère Research Institute, University of Ottawa, Ottawa, ON, K1N 5C8, Canada
| | - Gabriel Dario Paredes
- Independent Consultant On Emergency Medicine and Humanitarian Response, 110111, Bogotá, Colombia
| | | | | | - Carmen Palta
- ProPacífico, Calle 35 Norte #6A Bis - 100, 760046, Cali, Valle del Cauca, Colombia
| | - Eliana Martínez-Herrera
- National Faculty of Public Health, Universidad de Antioquia, Cl. 62 #52-59, La Candelaria, 050010, Medellín, Antioquia, Colombia
- JHU-UPF Public Policy Center, Departament de Ciències Polítiques I Socials, Universitat Pompeu Fabra (UPF), Barcelona School of Management (UPF-BSM), Barcelona, Cataluña, Spain
| | - Ciro Jaramillo
- School of Civil and Geomatic Engineering of the Universidad del Valle, Cali, Valle del Cauca, 760032, Colombia
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Slesinski SC, Indvik K, Barrientos-Gutierrez T, Bolinaga A, Caiaffa WT, Diez-Canseco F, Miranda JJ, Rodriguez DA, Sarmiento OL, Siri JG, Vergara AV, Roux AVD. Research Translation to Promote Urban Health in Latin America: The SALURBAL Experience. J Urban Health 2024:10.1007/s11524-024-00877-5. [PMID: 38935205 DOI: 10.1007/s11524-024-00877-5] [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] [Indexed: 06/28/2024]
Abstract
In highly urbanized and unequal Latin America, urban health and health equity research are essential to effective policymaking. To ensure the application of relevant and context-specific evidence to efforts to reduce urban health inequities, urban health research in Latin America must incorporate strategic research translation efforts. Beginning in 2017, the Urban Health in Latin America (SALURBAL) project implemented policy-relevant research and engaged policymakers and the public to support the translation of research findings. Over 6 years, more than 200 researchers across eight countries contributed to SALURBAL's interdisciplinary network. This network allowed SALURBAL to adapt research and engagement activities to local contexts and priorities, thereby maximizing the policy relevance of research findings and their application to promote policy action, inform urban interventions, and drive societal change. SALURBAL achieved significant visibility and credibility among academic and nonacademic urban health stakeholders, resulting in the development of evidence and tools to support urban policymakers, planners, and policy development processes across the region. These efforts and their outcomes reveal important lessons regarding maintaining flexibility and accounting for local context in research, ensuring that resources are dedicated to policy engagement and dissemination activities, and recognizing that assessing policy impact requires a nuanced understanding of complex policymaking processes. These reflections are relevant for promoting urban health and health equity research translation across the global south and worldwide. This paper presents SALURBAL's strategy for dissemination and policy translation, highlights innovative initiatives and their outcomes, discusses lessons learned, and shares recommendations for future efforts to promote effective translation of research findings.
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Affiliation(s)
- S Claire Slesinski
- Urban Health Collaborative, Drexel University Dornsife School of Public Health, Philadelphia, PA, USA
| | - Katherine Indvik
- Urban Health Collaborative, Drexel University Dornsife School of Public Health, Philadelphia, PA, USA
| | | | - Andrea Bolinaga
- Urban Health Collaborative, Drexel University Dornsife School of Public Health, Philadelphia, PA, USA
| | - Waleska Teixeira Caiaffa
- Belo Horizonte Observatory for Urban Health, Belo Horizonte, Brazil
- Faculty of Medicine, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Francisco Diez-Canseco
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - J Jaime Miranda
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
- Faculty of Medicine and Health, Sydney School of Public Health, University of Sydney, Sydney, Australia
| | - Daniel A Rodriguez
- Institute of Transportation Studies, University of California, Berkeley, CA, USA
- Department of City and Regional Planning and Institute Transportation Studies, University of California, Berkeley, CA, USA
| | - Olga L Sarmiento
- Department of Epidemiology, University of Los Andes, Bogotá, Colombia
| | - José G Siri
- Independent Consultant, Urban Health, Philadelphia, PA, USA
| | - Alejandra Vives Vergara
- Departamento de Salud Pública, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
- Centro de Desarrollo Urbano Sustentable, CEDEUS, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Ana V Diez Roux
- Urban Health Collaborative, Drexel University Dornsife School of Public Health, Philadelphia, PA, USA.
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de Paula Matos J, Julião KCM, Horta PM. Characteristics of food establishments registered with a meal delivery app in Latin America. Br J Nutr 2023; 130:2155-2161. [PMID: 37317800 DOI: 10.1017/s0007114523001368] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Numerous studies have characterised the establishments registered with meal delivery apps (MDA) in several countries. However, little evidence is available regarding these platforms in Latin America (LA). The purpose of this study is to characterise food establishments registered with an MDA in nine LA cities. The establishments (n 3339) were characterised by the following keyword groups: 'Typical cuisine', 'Meat and fish', 'Snacks', 'Breakfast', 'Desserts' and 'Healthy'. In addition, we identified the marketing strategies present in the establishments' advertisements: photos, discounts and free delivery. Mexico City had the highest number of establishments registered with MDA (773), followed by Bogotá (655), Buenos Aires (567) and São Paulo (454). There is a direct relationship between the number of inhabitants of the cities and the number of the registered establishments. 'Snacks' was the keyword group most used by establishments in five of the nine cities. Establishments in two cities were most often characterised by the terms 'Typical cuisine' (Mexico City and Santiago de Chile) and 'Meats and fish' (Quito and San Jose). Photos were present in the advertisements of at least 84·0 % of the establishments. In addition, at least 40 % of establishments in Montevideo, Bogotá, São Paulo, Lima and Santiago de Chile offered discounts. Free delivery was present in at least 50 % of establishments in Quito, San Jose, Mexico City, Santiago de Chile and Lima. Photos were also the most common marketing strategy used by the establishments classified in all groups of keywords, while free delivery and discounts differed among them.
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Affiliation(s)
- Juliana de Paula Matos
- Departamento de Nutrição, Universidade Federal de Minas Gerais (UFMG), Av. Alfredo Balena 190, 30130-100Belo Horizonte, MG, Brazil
| | - Karen Carolina Martins Julião
- Departamento de Nutrição, Universidade Federal de Minas Gerais (UFMG), Av. Alfredo Balena 190, 30130-100Belo Horizonte, MG, Brazil
| | - Paula Martins Horta
- Departamento de Nutrição, Universidade Federal de Minas Gerais (UFMG), Av. Alfredo Balena 190, 30130-100Belo Horizonte, MG, Brazil
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Rodriguez-Villamizar LA, Marín D, Piñeros-Jiménez JG, Rojas-Sánchez OA, Serrano-Lomelin J, Herrera V. Intraurban Geographic and Socioeconomic Inequalities of Mortality in Four Cities in Colombia. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:992. [PMID: 36673751 PMCID: PMC9859133 DOI: 10.3390/ijerph20020992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 12/22/2022] [Accepted: 12/27/2022] [Indexed: 06/17/2023]
Abstract
Mortality inequalities have been described across Latin American countries, but less is known about inequalities within cities, where most populations live. We aimed to identify geographic and socioeconomic inequalities in mortality within the urban areas of four main cities in Colombia. We analyzed mortality due to non-violent causes of diseases in adults between 2015 and 2019 using census sectors as unit of analysis in Barranquilla, Bogotá, Cali, and Medellín. We calculated smoothed Bayesian mortality rates as main health outcomes and used concentration indexes (CInd) for assessing inequalities using the multidimensional poverty index (MPI) as the socioeconomic measure. Moran eigenvector spatial filters were calculated to capture the spatial patterns of mortality and then used in multivariable models of the association between mortality rates and quintiles of MPI. Social inequalities were evident but not consistent across cities. The most disadvantaged groups showed the highest mortality rates in Cali. Geographic inequalities in mortality rates, regardless of the adults and poverty distribution, were identified in each city, suggesting that other social, environmental, or individual conditions are impacting the spatial distribution of mortality rates within the four cities.
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Affiliation(s)
| | - Diana Marín
- School of Medicine, Universidad Pontificia Bolivariana, Medellin 050031, Colombia
| | | | - Oscar Alberto Rojas-Sánchez
- Division of Public Health Research, Project Bank Team, National Institute of Health-INS Colombia, Bogotá 111321, Colombia
| | | | - Victor Herrera
- Department of Public Health, School of Medicine, Universidad Industrial de Santander, Bucaramanga 681012, Colombia
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Avila-Palencia I, Sánchez BN, Rodríguez DA, Perez-Ferrer C, Miranda JJ, Gouveia N, Bilal U, Useche AF, Wilches-Mogollon MA, Moore K, Sarmiento OL, Diez Roux AV. Health and Environmental Co-Benefits of City Urban Form in Latin America: An Ecological Study. SUSTAINABILITY 2022; 14:14715. [PMID: 36926000 PMCID: PMC7614319 DOI: 10.3390/su142214715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
We investigated the association of urban landscape profiles with health and environmental outcomes, and whether those profiles are linked to environmental and health co-benefits. In this ecological study, we used data from 208 cities in 8 Latin American countries of the SALud URBana en América Latina (SALURBAL) project. Four urban landscape profiles were defined with metrics for the fragmentation, isolation, and shape of patches (contiguous area of urban development). Four environmental measures (lack of greenness, PM2.5, NO2, and carbon footprint), two cause-specific mortality rates (non-communicable diseases and unintentional injury mortality), and prevalence of three risk factors (hypertension, diabetes, and obesity) for adults were used as the main outcomes. We used linear regression models to evaluate the association of urban landscape profiles with environmental and health outcomes. In addition, we used finite mixture modeling to create co-benefit classes. Cities with the scattered pixels profile (low fragmentation, high isolation, and compact shaped patches) were most likely to have positive co-benefits. Profiles described as proximate stones (moderate fragmentation, moderate isolation, and irregular shape) and proximate inkblots (moderate-high fragmentation, moderate isolation, and complex shape) were most likely to have negative co-benefits. The contiguous large inkblots profile (low fragmentation, low isolation, and complex shape) was most likely to have mixed benefits.
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Affiliation(s)
- Ione Avila-Palencia
- Centre for Public Health, School of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast, Belfast BT12 6BA, Northern Ireland, UK
- Urban Health Collaborative, Dornsife School of Public Health, Drexel University, Philadelphia, PA 19104, USA
| | - Brisa N. Sánchez
- Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, PA 19104, USA
| | - Daniel A. Rodríguez
- Department of City and Regional Planning, University of California—Berkeley, Berkeley, CA 94720, USA
- Institute for Transportation Studies, University of California—Berkeley, Berkeley, CA 94720, USA
| | | | - J. Jaime Miranda
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima 15074, Peru
- School of Medicine, Universidad Peruana Cayetano Heredia, Lima 15102, Peru
| | - Nelson Gouveia
- Department of Preventive Medicine, University of São Paulo Medical School, São Paulo 01246-903, Brazil
| | - Usama Bilal
- Urban Health Collaborative, Dornsife School of Public Health, Drexel University, Philadelphia, PA 19104, USA
- Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, PA 19104, USA
| | - Andrés F. Useche
- Department of Industrial Engineering, School of Engineering, Universidad de los Andes, Bogotá 111711, Colombia
| | - Maria A. Wilches-Mogollon
- Department of Industrial Engineering, School of Engineering, Universidad de los Andes, Bogotá 111711, Colombia
| | - Kari Moore
- Urban Health Collaborative, Dornsife School of Public Health, Drexel University, Philadelphia, PA 19104, USA
| | - Olga L. Sarmiento
- School of Medicine, Universidad de los Andes, Bogotá 111711, Colombia
| | - Ana V. Diez Roux
- Urban Health Collaborative, Dornsife School of Public Health, Drexel University, Philadelphia, PA 19104, USA
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Physical Activity Patterns Among Adolescents in Latin America and the Caribbean Region. J Phys Act Health 2022; 19:607-614. [PMID: 35981714 PMCID: PMC7613474 DOI: 10.1123/jpah.2022-0136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 06/28/2022] [Accepted: 07/20/2022] [Indexed: 11/18/2022]
Abstract
Background Physical activity implies different patterns, but studies focused on physical inactivity and sedentary behaviors. This study aimed to estimate the prevalence of different physical activity patterns among adolescents in Latin America and the Caribbean region (LAC). Methods Pooled analysis of the most updated data of the Global School-based Student Health surveys. Age-standardized prevalence of four outcomes was estimated using information of last 7 days: physical inactivity (0 days of at least 60min/day), insufficient physical activity (<5 days of at least 60min/day), commuting physical activity (≥5 days of walking or biking to school), and sedentary behavior (≥3 hours/day of sitting time). Results A total of 132,071 records (33 countries) was analyzed, mean age 14.6 years, 51.2% girls. Pooled age-standardized prevalence of physical inactivity was 22.3%, greater among females (25.4%) than males (19.1%); insufficient physical activity was present in 67.7%, greater in females (73.6%) than males (61.5%); commuting physical activity was seen in 43.7%, similar between females (43.3%) and males (44.1%); and sedentary behavior was present in 43.4%, greater among females (45.4%) than males (41.3%). Conclusions In LAC, almost two thirds of adolescents are insufficiently physically active, ≥40% are sedentary, and ≥20% are physically inactive, more frequent among girls than boys.
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