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Campero MN, Scavuzzo CM, Scavuzzo CM, Román MD. Spatial pattern analysis of the impact of community food environments on foetal macrosomia, preterm births and low birth weight. GEOSPATIAL HEALTH 2024; 19. [PMID: 38716709 DOI: 10.4081/gh.2024.1249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 03/13/2024] [Indexed: 07/13/2024]
Abstract
Community food environments (CFEs) have a strong impact on child health and nutrition and this impact is currently negative in many areas. In the Republic of Argentina, there is a lack of research evaluating CFEs regionally and comprehensively by tools based on geographic information systems (GIS). This study aimed to characterize the spatial patterns of CFEs, through variables associated with its three dimensions (political, individual and environmental), and their association with the spatial distribution in urban localities in Argentina. CFEs were assessed in 657 localities with ≥5,000 inhabitants. Data on births and CFEs were obtained from nationally available open-source data and through remote sensing. The spatial distribution and presence of clusters were assessed using hotspot analysis, purely spatial analysis (SaTScan), Moran's Index, semivariograms and spatially restrained multivariate clustering. Clusters of low risk for LBW, macrosomia, and preterm births were observed in the central-east part of the country, while high-risk clusters identified in the North, Centre and South. In the central-eastern region, low-risk clusters were found coinciding with hotspots of public policy coverage, high night-time light, social security coverage and complete secondary education of the household head in areas with low risk for negative outcomes of the birth variables studied, with the opposite with regard to households with unsatisfied basic needs and predominant land use classes in peri-urban areas of crops and herbaceous cover. These results show that the exploration of spatial patterns of CFEs is a necessary preliminary step before developing explanatory models and generating novel findings valuable for decision-making.
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Affiliation(s)
- Micaela Natalia Campero
- Mario Gulich Institute for Higher Space Studies, National University of Córdoba, National Commission of Space Activities, Falda del Cañete, Córdoba; Human Nutrition Research Center, School of Nutrition, Faculty of Medical Sciences, National University of Córdoba, Córdoba; National Council for Scientific and Technical Research, Buenos Aires.
| | - Carlos Matías Scavuzzo
- Mario Gulich Institute for Higher Space Studies, National University of Córdoba, National Commission of Space Activities, Falda del Cañete, Córdoba; Human Nutrition Research Center, School of Nutrition, Faculty of Medical Sciences, National University of Córdoba, Córdoba; National Council for Scientific and Technical Research, Buenos Aires.
| | - Carlos Marcelo Scavuzzo
- Mario Gulich Institute for Higher Space Studies, National University of Córdoba, National Commission of Space Activities, Falda del Cañete, Córdoba.
| | - María Dolores Román
- Human Nutrition Research Center, School of Nutrition, Faculty of Medical Sciences, National University of Córdoba, Córdoba.
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Ferrari G, Alberico C, Marques A, Kovalskys I, Gómez G, Rigotti A, Cortés LY, García MY, Pareja RG, Herrera-Cuenca M, Drenowatz C, Leme ACB, Cristi-Montero C, da Costa RF, Farías‑Valenzuela C, Fisberg M. Perceived urban environment attributes and obesity indices in adults: an 8-Nation study from Latin America. Sci Rep 2022; 12:19598. [PMID: 36380054 PMCID: PMC9666441 DOI: 10.1038/s41598-022-24209-2] [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: 05/23/2022] [Accepted: 11/11/2022] [Indexed: 11/16/2022] Open
Abstract
This study examines the associations between perceived urban environment attributes and obesity indices by country using data from an eight-nation study from Latin America. The data were collected from 8185 adults. The Neighbourhood Environment Walkability-abbreviated scale was used to assess perceived urban environment attributes. Obesity indices considered were body mass index, waist circumference, neck circumference, a body shape index and waist-to-height ratio. The perception of a more and better land use mix-diversity (β - 0.44; 95% CI - 0.59, - 0.28), traffic safety (- 0.39; - 0.66, - 0.12), and safety from crime (- 0.36; - 0.57, - 0.15) was associated with lower body mass index across the entire sample. Land use mix-diversity (- 1.21; - 1.60, - 0.82), street connectivity (- 0.26; - 0.37, - 0.15), and traffic safety (- 0.79; - 1.47, - 0.12) were negatively associated with waist circumference. Land use mix-diversity (- 0.11; - 0.20, - 0.03), land use mix-access (- 0.23; - 0.34, 0.12), walking/cycling facilities (- 0.22; - 0.37, - 0.08), and safety from crime (- 0.27; - 0.42, - 0.12) were negatively associated with neck circumference. No associations between perceived urban environment attributes and a body shape index were found. Land use mix-diversity (- 0.01; - 0.02, - 0.01), aesthetics (- 0.02; - 0.03, - 0.01), and safety from crime (- 0.02; - 0.04, - 0.01) were associated with waist-to-height ratio. Environmental interventions involving urban environment attributes are associated with obesity indices and, therefore, may help decrease the prevalence of overweight and obesity.
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Affiliation(s)
- Gerson Ferrari
- grid.441837.d0000 0001 0765 9762Facultad de Ciencias de la Salud, Universidad Autónoma de Chile, Dirección: Av. Pedro de Valdivia 425, Santiago, Providencia Chile
| | - Claudia Alberico
- grid.261038.e0000000122955703North Carolina Central University (NCCU), Julius L. Chambers Biomedical and Biotechnology Research Institute (JLC-BBRI), Durham, NC USA
| | - Adilson Marques
- grid.9983.b0000 0001 2181 4263CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Lisbon, Portugal ,grid.9983.b0000 0001 2181 4263Faculdade de Medicina, ISAMB, Universidade de Lisboa, Lisbon, Portugal
| | - Irina Kovalskys
- grid.412525.50000 0001 2097 3932Carrera de Nutrición, Facultad de Ciencias Médicas, Pontificia Universidad Católica Argentina, Buenos Aires, Argentina
| | - Georgina Gómez
- grid.412889.e0000 0004 1937 0706Departamento de Bioquímica, Escuela de Medicina, Universidad de Costa Rica, San José, Costa Rica
| | - Attilio Rigotti
- grid.7870.80000 0001 2157 0406Centro de Nutrición Molecular y Enfermedades Crónicas, Departamento de Nutrición, Diabetes Y Metabolismo, Escuela de Medicina, Pontificia Universidad Católica, Santiago, Chile
| | - Lilia Yadira Cortés
- grid.41312.350000 0001 1033 6040Departamento de Nutrición Y Bioquímica, Pontificia Universidad Javeriana, Bogotá, Colombia
| | - Martha Yépez García
- grid.412251.10000 0000 9008 4711Colégio de Ciencias de la Salud, Universidad San Francisco de Quito, Quito, Ecuador
| | - Rossina G. Pareja
- grid.419080.40000 0001 2236 6140Instituto de Investigación Nutricional, La Molina, Lima Peru
| | - Marianella Herrera-Cuenca
- grid.8171.f0000 0001 2155 0982Centro de Estudios del Desarrollo, Universidad Central de Venezuela (CENDES-UCV)/Fundación Bengoa, Caracas, Venezuela
| | - Clemens Drenowatz
- grid.508763.f0000 0004 0412 684XDivision of Physical Education, University of Education Upper Austria, 4020 Linz, Austria
| | - Ana Carolina B. Leme
- Centro de Excelencia em Nutrição e Dificuldades Alimentaes (CENDA), Instituto Pensi, Fundação José Luiz Egydio Setubal, Hospital Infantil Sabará, São Paulo, Brazil
| | - Carlos Cristi-Montero
- grid.8170.e0000 0001 1537 5962IRyS Group, Physical Education School, Pontificia Universidad Católica de Valparaíso, Valparaíso, Chile
| | - Roberto Fernandes da Costa
- grid.411233.60000 0000 9687 399XPhysical Education Department, Research Group in Physical Activity and Health, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Claudio Farías‑Valenzuela
- grid.441811.90000 0004 0487 6309Instituto del Deporte, Universidad de las Americas, 9170022 Santiago, Chile
| | - Mauro Fisberg
- Centro de Excelencia em Nutrição e Dificuldades Alimentaes (CENDA), Instituto Pensi, Fundação José Luiz Egydio Setubal, Hospital Infantil Sabará, São Paulo, Brazil ,grid.411249.b0000 0001 0514 7202Departamento de Pediatria da, Universidade Federal de São Paulo, São Paulo, Brazil
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