The Similarity Degree of the Anthropometric and Body Composition Variables of Brazilian and Mozambican Schoolchildren: A New Approach Using the Smoothed Jaccard Index Surface

Author:

Pacheco André Luiz de Góes1,Bocanegra Willian Motta1ORCID,Ferreira Élida Karina de Lira1,dos Santos Rayssa Temudo2,Simões Patrícia Miller2,Malinga Eulálio3,Guiliche Euclides da Conceição3,Isaías Arsénio Fernando José3,Nobre Isabele Góes2,Silva João Henrique da Costa4,Silva Wylla Tatiana Ferreira e2,Padrón-Hernandez Eduardo5ORCID,Pirola Luciano6ORCID,Henrique Rafael dos Santos7ORCID,Leandro Carol Góis2

Affiliation:

1. Center of Informatic, Universidade Federal de Pernambuco, Recife 50670-901, Brazil

2. Department of Nutrition, Centro Acadêmico de Vitória (CAV), Universidade Federal de Pernambuco, Recife 50670-901, Brazil

3. Faculty of Physical Education and Sports, Universidade Pedagógica de Maputo, Maputo 1100, Mozambique

4. Department of Physical Education and Sports Science, Centro Acadêmico de Vitória (CAV), Universidade Federal de Pernambuco, Recife 50670-901, Brazil

5. Department of Physics, Universidade Federal de Pernambuco, Recife 50670-901, Brazil

6. CarMeN (Cardiology, Metabolism and Nutrition) Laboratory, INSERM U1060, South Lyon Medical Faculty, Lyon-1 University, 69921 Oullins, France

7. Department of Physical Education, Universidade Federal de Pernambuco, Recife 50670-901, Brazil

Abstract

Background/Objectives: Brazil and Mozambique face similar socioeconomic challenges, including common indicators of undernutrition and overnutrition among children. This study evaluated the similarity degree of the anthropometric and body composition variables of Brazilian and Mozambican children by using the Jaccard index. Methods: A total of 1831 children of both genders aged 7–10 years from three Brazilian cities (Recife, Vitoria de Santo Antao, and Lagoa do Carro) and three Mozambican cities (Maputo, Boane, and Inhambane) participated in this study. Anthropometric (height, body mass, and waist circumference) and body composition (body fat percentage [%BF], lean mass, and fat mass) variables were measured and the Smoothed Jaccard Index Surface (SJIS) was used to evaluate the similarity degree. Results: Brazilian children were taller and heavier and had a higher %BF and fat mass than Mozambican children. Children living in urban areas were taller than those living in rural zones in both countries. Brazilian and Mozambican children showed high similarity only between %BF and lean mass. Children from Recife and Maputo had high similarities among waist circumference, body mass, fat mass, height, and %BF. Finally, a high SJIS degree was observed among height and %BF for schoolchildren from rural and urban zones. Conclusion: Brazilian and Mozambican children exhibit differences in growth characteristics but a high degree of similarity when children from rural and urban zones are compared.

Funder

National Council for Scientific and Technological Development

Coordination for the Improvement of Higher Level or Education Personnel

State of Pernambuco Science and Technology Support Foundation

Publisher

MDPI AG

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3. FAO, IFAD, UNICEF, WFP, and WHO (2019). The State of Food Security and Nutrition in the World 2019: Safeguarding against Economic Slowdowns and Downturns, Available online: https://docs.wfp.org/api/documents/WFP-0000106760/download/?_ga=2.141084464.388561169.1719662550-1991352637.1719662550.

4. Socioeconomic status and childhood obesity: A review of literature from the past decade to inform intervention research;Vazquez;Curr. Obes. Obes. Reports,2020

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