Physical Activity and Socioeconomic Status Explain Rural-Urban Differences in Obesity: a Cross-Sectional Study in Benin (West Africa)

REFERENCES

• Acakpo , A. , Fayomi , B. , Djrolo , F. , Kolanowski , J. , Agueh , V. , Makoutode , M. and Sahaha , J. 2000 . Prévalence et étude des facteurs déterminants de l'obésité à Cotonou . Louvain Med , 119 : S276 – 81S .
   Google Scholar
• Adams , A. M. 1995 . Seasonal variations in energy balance among agriculturalists in central Mali: compromise or adaptation? . European Journal of Clinical Nutrition , 49 ( 11 ) : 809 – 23 .
   PubMed Web of Science ®Google Scholar
• Ainsworth , B. E. , Haskell , W. L. , Whitt , M. C. , Irwin , M. L. , Swartz , A. M. , Strath , S. J. , 'Brien , W. L. O , Bassett , D. R. J. , Schmitz , K. H. , Emplaincourt , P. O. , Jacobs , D. R. and Leon , A. S. 2000 . Compendium of physical activities: an update of activity codes and MET intensities . Medicine & Science in Sports & Exercise , 32 ( 9 suppl ) : S498 – 504 .
   PubMed Web of Science ®Google Scholar
• Bénéfice , E. and Cames , C. 1999 . Physical activity patterns of rural Senegalese adolescent girls during the dry and rainy seasons measured by movement registration and direct observation methods . European Journal of Clinical Nutrition , 53 ( 8 ) : 636 – 43 .
   PubMed Web of Science ®Google Scholar
• Caballero , B. 2001 . Obesity in developing countries: biological and ecological factors. Introduction symposium . Journal of Nutrition , 131 ( 3 ) : 866S – 870S .
   Web of Science ®Google Scholar
• Carlin , L. , Aspray , T. and Edwards , R. 2001 . Civilization and its discontents: non-communicable disease, metabolic syndrome and rural-urban migration in Tanzania . Urban and Anthropology , 30 ( 1 ) : 51 – 70 .
   Google Scholar
• Commune de Ouidah . 2005 . Plan de développement communal de Ouidah 2005–2009 146 Ouidah
   Google Scholar
• Desilets , M. C. , Garrel , D. , Couillard , C. , Tremblay , A. , Despres , J. P. , Bouchard , C. and Delisle , H. 2006 . Ethnic Differences in Body Composition and Other Markers of Cardiovascular Disease Risk: Study in Matched Haitian and White Subjects from Quebec . Obesity , 14 ( 6 ) : 1019 – 1027 .
   Google Scholar
• Despres , J. P. , Lemieux , I. and Prud'homme , D. 2001 . Treatment of obesity: need to focus on high risk abdominally obese patients . BMJ , 322 ( 7288 ) : 716 – 720 .
   PubMedGoogle Scholar
• Doak , C. M. , Adair , L. S. , Monteiro , C. and Popkin , B. M. 2000 . Overweight and Underweight Coexist within Households in Brazil, China and Russia . Journal of Nutrition , 130 ( 12 ) : 2965 – 2971 .
   PubMed Web of Science ®Google Scholar
• Doll , S, P. F. , Bovet , P. , Burnier , M. and Wietlisbach , V. 2002 . Body mass index, abdominal adiposity and blood pressure: consistency of their association across developing and developed countries . International Journal of Obesity , 26 ( 1 ) : 48 – 57 .
   Google Scholar
• Drewnowski , A. and Specter , S. E. 2004 . Poverty and obesity: the role of energy density and energy costs . American Journal of Clinical Nutrition , 79 ( 1 ) : 6 – 16 .
   PubMed Web of Science ®Google Scholar
• Fezeu , L. , Minkoulou , E. , Balkau , B. , Kengne , A. P. , Awah , P. , Unwin , N. , Alberti , G. K. M. M. and Mbanya , J. C. 2006 . Association between socioeconomic status and adiposity in urban Cameroon . International Journal of Epidemiology , 35 ( 1 ) : 105 – 111 .
   PubMed Web of Science ®Google Scholar
• Forrest , K. Y. , Bunker , C. H. , Kriska , A. M. , Ukoli , F. A. , Huston , S. L. and Markovic , N. 2001 . Physical activity and cardiovascular risk factors in a developing population . Medicine & Science in Sports & Exercise , 33 ( 9 ) : 1598 – 604 .
   Google Scholar
• Galal , O. M. 2002 . The nutrition transition in Egypt: obesity, undernutrition and the food consumption context . Public Health Nutrition , 5 ( 1A ) : 141 – 48 .
   PubMed Web of Science ®Google Scholar
• Garrett , J. L. and Ruel , M. 2003 . “ Stunted child-overweight mother pairs: An emerging policy concern? ” . In International Food Policy Research Institute , Food Consumption and Nutrition Division. Discussion paper no. 148 .
   Google Scholar
• Gortmaker , S. L. , Cheung , L. W. Y. , Peterson , K. E. , Chomitz , G. , Cradle , J. H. , Dart , H. , Fox , M. K. , Bullock , R. B. , Sobol , A. M. , Colditz , G. , Field , A. E. and Laird , N. 1999 . Impact of a School-Based Interdisciplinary Intervention on Diet and Physical Activity Among Urban Primary School Children: Eat Well and Keep Moving . Archives of Pediatrics and Adolescent Medicine , 153 ( 9 ) : 975 – 983 .
   PubMedGoogle Scholar
• Goulart , A. C. , Silva , F. M. , de Castro , I. , Lotufo , P. A. , Cardoso , M. A. and Bensenor , I. M. 2007 . Race and parity as risk factors for obesity among low-income women in Brazil . Nutrition Research , 27 ( 1 ) : 27 – 32 .
   Google Scholar
• Gregory , C. O. , Dai , J. , Ramirez-Zea , M. and Stein , A. D. 2007 . Occupation Is More Important than Rural or Urban Residence in Explaining the Prevalence of Metabolic and Cardiovascular Disease Risk in Guatemalan Adults . Journal of Nutrition , 137 ( 5 ) : 1314 – 1319 .
   Google Scholar
• Haskell , W. L. , Lee , I. M. , Pate , R. R. , Powell , K. E. , Blair , S. N. , Franklin , B. A. , Macera , C. A. , Heath , G. W. , Thompson , P. D. and Bauman , A. 2007 . Physical Activity and Public Health: Updated Recommendation for Adults From the American College of Sports Medicine and the American Heart Association . Circulation , 116 ( 9 ) : 1081 – 1093 .
   PubMed Web of Science ®Google Scholar
• Hatloy , A. , Hallund , J. , Diarra , M. M. and Oshaug , A. 2000 . Food variety, socioeconomic status and nutritional status in urban and rural areas in Koutiala (Mali) . Public Health Nutrition , 3 ( 1 ) : 57 – 65 .
   PubMed Web of Science ®Google Scholar
• IDF . 2005 . “ The IDF consensus worldwide definition of themetabolic syndrome ” . In Consensus from the International Diabetes Federation could help stop the cardiovascular disease time bomb. Berlin , 7 International Diabetes Federation .
   Google Scholar
• INSAE . 2003 . Troisième recensement général de la population et de l'Habitat (2002) , Cotonou : Institut national de la statistique et de l'analyse économique .
   Google Scholar
• INSAE/DHS . 1996 . Enquête démographique et de santé du Bénin 1996, rapport final , Cotonou : Institut National de Statistique et d'Analyse Économique/Ministère du plan, de la restructuration économique et de l'emploi/Demographic Health survey .
   Google Scholar
• INSAE/DHS . 2001 . Enquête démographique et de santé du Bénin 2001, rapport final , 387 Cotonou : Institut National de Statistique et d'Analyse Économique .
   Google Scholar
• Jackson , A. , Stanforth , P. , Gagnon , J. , Rankinen , T. , Leon , A. S. , Rao , D. , Skinner , J. , Bouchard , C. and Wilmore , J. 2002 . The effect of sex, age and race on estimating percentage body fat from body mass index: The Heritage Family Study . International Journal of Obesity , 26 ( 6 ) : 789 – 96 .
   Web of Science ®Google Scholar
• Janssen , I. , Katzmarzyk , P. T. and Ross , R. 2004 . Waist circumference and not body mass index explains obesity-related health risk . American Journal of Clinical Nutrition , 79 ( 3 ) : 379 – 384 .
   PubMed Web of Science ®Google Scholar
• Khe , N. D. , Eriksson , B. , Phuong , D. N. , Hojer , B. and Diwan , V. K. 2003 . Faces of poverty: sensitivity and specificity of economic classifications in rural Vietnam . Scandinavian Journal of Public Health Supplement , 62 : 70 – 5 .
   Google Scholar
• Kinra , S. 2004 . Commentary: Beyond urban-rural comparisons: towards a life course approach to understanding health effects of urbanization . International Journal of Epidemiology , 33 ( 4 ) : 777 – 778 .
   Google Scholar
• Kriska , A. M. , Saremi , A. , Hanson , R. L. , Bennett , P. H. , Kobes , S. , Williams , D. E. and Knowler , W. C. 2003 . Physical Activity, Obesity, and the Incidence of Type 2 Diabetes in a High-Risk Population . American Journal of Epidemiology , 158 ( 7 ) : 669 – 675 .
   Google Scholar
• Kruger , H. S. , Venter , C. S. , Vorster , H. H. and Margetts , B. M. 2002 . Physical inactivity is the major determinant of obesity in black women in the North West province, South Africa: the THUSA study . Nutrition , 18 ( 5 ) : 422 – 427 .
   PubMed Web of Science ®Google Scholar
• Maire , B. , Lioret , S. , Gartner , A. and Delpeuch , F. 2002 . Transition nutritionnelle et maladies chroniques non transmissibles liées à l'alimentation dans les pays en développement . Cahiers santé , 12 : 45 – 55 .
   PubMedGoogle Scholar
• Mbalilaki , J. A. , Hellenius , M. L. , Masesa , Z. , Hostmark , A. T. , Sundquist , J. and Stromme , S. B. 2007 . Physical activity and blood lipids in rural and urban Tanzanians . Nutrition, Metabolism and Cardiovascular Diseases , 17 ( 5 ) : 344 – 348 .
   Google Scholar
• Mendez , M. A. , Cooper , R. S. , Luke , A. , Wilks , R. , Bennett , F. and Forrester , T. 2004 . Higher income is more strongly associated with obesity than with obesity-related metabolic disorders in Jamaican adults . International Journal of Obesity , 28 ( 4 ) : 543 – 550 .
   Google Scholar
• Monteiro , C. A. , Conde , W. L. , Lu , B. and Popkin , B. M. 2004a . Obesity and inequities in health in the developing world . International Journal of Obesity , 28 ( 9 ) : 1181 – 6 .
   Web of Science ®Google Scholar
• Monteiro , C. A. , Conde , W. L. and Popkin , B. M. 2001 . Independent Effects of Income and Education on the Risk of Obesity in the Brazilian Adult Population . Journal of Nutrition , 131 ( 3 ) : 881S – 886 .
   PubMed Web of Science ®Google Scholar
• Monteiro , C. A. , Conde , W. L. and Popkin , B. M. 2002 . Is obesity replacing or adding to undernutrition? Evidence from difference social classes in Brazil . Public Health Nutrition , 5 : 105 – 12 .
   PubMed Web of Science ®Google Scholar
• Monteiro , C. A. , Conde , W. L. and Popkin , B. M. 2004b . The Burden of Disease From Undernutrition and Overnutrition in Countries Undergoing Rapid Nutrition Transition: A View From Brazil . American Journal of Public Health , 94 ( 3 ) : 433 – 434 .
   PubMed Web of Science ®Google Scholar
• Monteiro , C. A. , Moura , E. C. , Conde , W. L. and Popkin , B. M. 2004c . Socioeconomic status and obesity in adult populations of developing countries: a review . Bull World Health Organisation , 82 ( 12 ) : 940 – 6 .
   PubMed Web of Science ®Google Scholar
• NIH . 1998 . “ Clinical Guidelines on the identification, Evaluation and Treatment of Overweight and Obesity in Adult ” . In The evidence Report, Publication N° 98–4083 , National Institutes of Health Heart Lung and Blood Institute .
   Google Scholar
• Ntandou , G. , Fayomi , B. and Delisle , H. 2005 . Child malnutrition and maternal overweight in same households in poor urban areas of Benin . Cahiers Santé , 15 ( 4 ) : 263 – 70 .
   Google Scholar
• Popkin , B. 2002 . The shift in stages of the nutrition transition in the developing world differs from past experiences! . Public Health Nutrition , 5 ( 1A ) : 205 – 14 .
   PubMed Web of Science ®Google Scholar
• Popkin , B. M. 2001 . The Nutrition Transition and Obesity in the Developing World . Journal of Nutrition , 131 : 871S – 873 .
   PubMed Web of Science ®Google Scholar
• NCSS. (2005). Power analysis and sample size software package. Kaysville, USA. http://www.ncss.com/pass.html
   Google Scholar
• Raphael , D. , Villegrain , C. and Delisle , H. 2005 . Households with Undernourished children and Overweight mothers: Is this a concern for Haiti? . Ecology of Food and Nutrition , 44 : 147 – 65 .
   Web of Science ®Google Scholar
• Singh , R. B. , Beegom , R. , Mehta , A. S. , Niaz , M. A. , De , A. K. , Mitra , R. K. , Haque , M. , Verma , S. P. , Dube , G. K. , Siddiqui , H. M. , Wander , G. S. , Janus , E. D. , Postiglione , A. and Haque , M. S. 1999 . Social class, coronary risk factors and undernutrition, a double burden of diseases, in women during transition, in five Indian cities . International Journal of Cardiology , 69 ( 2 ) : 139 – 47 .
   Google Scholar
• Sobngwi , E. , Mbanya , J.-C. , Unwin , N. C. , Porcher , R. , Kengne , A.-P. , Fezeu , L. , Minkoulou , E. M. , Tournoux , C. , Gautier , J.-F. , Aspray , T. J. and Alberti , K. 2004 . Exposure over the life course to an urban environment and its relation with obesity, diabetes, and hypertension in rural and urban Cameroon . International Journal of Epidemiology , 33 ( 4 ) : 769 – 776 .
   Google Scholar
• Sobngwi , E. , Mbanya , J. C. , Unwin , N. C. , Kengne , A. P. , Fezeu , L. , Minkoulou , E. M. , Aspray , T. J. and Alberti , K. G. 2002 . Physical activity and its relationship with obesity, hypertension and diabetes in urban and rural Cameroon . International Journal of Obesity , 26 ( 7 ) : 1009 – 16 .
   Web of Science ®Google Scholar
• Sobngwi , E. , Mbanya , J. C. N. , Unwin , N. C. , Aspray , T. J. and Alberti , K. 2001 . Development and validation of a questionnaire for the assessment of physical activity in epidemiological studies in Sub-Saharan Africa . International Journal of Epidemiology , 30 ( 6 ) : 1361 – 1368 .
   PubMed Web of Science ®Google Scholar
• Sun , G. , French , C. R. , Martin , G. R. , Younghusband , B. , Green , R. C. , Xie , Y.-g. , Mathews , M. , Barron , J. R. , Fitzpatrick , D. G. , Gulliver , W. and Zhang , H. 2005 . Comparison of multifrequency bioelectrical impedance analysis with dual-energy X-ray absorptiometry for assessment of percentage body fat in a large, healthy population . American Journal of Clinical Nutrition , 81 ( 1 ) : 74 – 78 .
   PubMed Web of Science ®Google Scholar
• Sun , S. S. , Chumlea , W. C. , Heymsfield , S. B. , Lukaski , H. C. , Schoeller , D. , Friedl , K. , Kuczmarski , R. J. , Flegal , K. M. , Johnson , C. L. and Hubbard , V. S. 2003 . Development of bioelectrical impedance analysis prediction equations for body composition with the use of a multicomponent model for use in epidemiologic surveys . American Journal of Clinical Nutrition , 77 ( 2 ) : 331 – 340 .
   PubMed Web of Science ®Google Scholar
• Szklarska , A. and Jankowska , E. A. 2003 . Independent effects of social position and parity on body mass index among Polish adult women . Journal of Biosocial Science , 35 ( 4 ) : 575 – 83 .
   Google Scholar
• van der Sande , M. A. B. , Ceesay , S. M. , Milligan , P. J. M. , Nyan , O. A. , Banya , W. A. S. , Prentice , A. , McAdam , K. P. W. J. and Walraven , G. E. L. 2001 . Obesity and Undernutrition and Cardiovascular Risk Factors in Rural and Urban Gambian Communities . American Journal of Public Health , 91 ( 10 ) : 1641 – 1644 .
   Google Scholar
• Wagner , D. R. and Heyward , V. H. 2000 . Measures of body composition in blacks and whites: a comparative review . American Journal of Clinical Nutrition , 71 ( 6 ) : 1392 – 1402 .
   PubMed Web of Science ®Google Scholar
• WHO . 2000 . “ Obesity: Preventing and managing the global epidemic ” . In WHO Expert Consultation , Geneva : World Health Organization . Technical Report Series N° 894
   Google Scholar
• WHO/FAO Expert Consultation . 2003 . “ Recommendations for preventing excess weight gain and obesity ” . In Diet, Nutrition and the prevention of chronic diseases. WHO Technical Report Series NO 916 , 61 – 70 . Geneva : World Health Organization .
   Google Scholar