Skip to main content
Top
Published in: BMC Public Health 1/2014

Open Access 01-12-2014 | Research article

Risk behaviors and sports facilities do not explain socioeconomic differences in childhood obesity: a cross-sectional study

Authors: Romana Albaladejo, Rosa Villanueva, Lourdes Navalpotro, Paloma Ortega, Paloma Astasio, Enrique Regidor

Published in: BMC Public Health | Issue 1/2014

Login to get access

Abstract

Background

To assess whether the relationship between neighborhood socioeconomic context of residence and childhood obesity is explained by family socioeconomic position, risk behaviors and availability of sports facilities.

Methods

Based on the income and educational level of residents in the neighborhoods of the city of Madrid, two indicators of socioeconomic context were calculated using the information about income and education and grouped into quartiles. In a sample of 727 children aged 6–15 years, the relationship of these indicators with overweight and obesity was studied using multilevel logit models.

Results

With respect to children and adolescents living in neighborhoods having higher per capita incomes or higher population percentages with university education those living in neighborhoods having lower per capita incomes or lower population percentages with university education had age- and sex-adjusted odds ratios (ORs) of overweight that were 1.84 (95% CI, 1.03-3.29) and 1.68 (0.95-2.94) times higher, respectively. After adjustment for family socioeconomic position, unhealthy diet and physical inactivity, these ORs fell to 1.80 (0.99-3.29) and 1.56 (0.87-2.79), respectively. In the case of obesity, the age- and sex-adjusted ORs in these quartiles of both indicators of socioeconomic context were 3.35 (1.06-10.60) and 3.29 (1.03-10.52), respectively, rising to 3.77 (1.12-12.70) and 3.42 (1.00-11.68) after adjustment for the remaining variables. The highest OR was observed in the third quartile, except in the case of the relationship between per capita income and obesity. No relationship between the number of sport facilities per 1,000 population and physical inactivity was observed.

Conclusion

The socioeconomic context is associated with obesity but not with overweight children in Madrid. The relationship is not explained by family socioeconomic position, risk behaviors and availability of sports facilities.
Literature
1.
go back to reference Veitch J, Van Stralen MM, Chinapaw MJM, te Velde SJ, Crawford D, Salmon J, Timperio A: The neighborhood social environment and body mass index among youth: a mediation analysis. Int J Behav Nutr Phys Act. 2012, 9: 31-10.1186/1479-5868-9-31.CrossRefPubMedPubMedCentral Veitch J, Van Stralen MM, Chinapaw MJM, te Velde SJ, Crawford D, Salmon J, Timperio A: The neighborhood social environment and body mass index among youth: a mediation analysis. Int J Behav Nutr Phys Act. 2012, 9: 31-10.1186/1479-5868-9-31.CrossRefPubMedPubMedCentral
2.
go back to reference Singh GK, Kogan MD, van Dyck P: A multilevel analysis of state and regional disparities in childhood and adolescent obesity in the United States. J Community Health. 2008, 33: 90-102. 10.1007/s10900-007-9071-7.CrossRefPubMed Singh GK, Kogan MD, van Dyck P: A multilevel analysis of state and regional disparities in childhood and adolescent obesity in the United States. J Community Health. 2008, 33: 90-102. 10.1007/s10900-007-9071-7.CrossRefPubMed
3.
go back to reference El-Sayed AM, Scarborough P, Galea S: Unevenly distributed: a systematic review of the heath literature about socioeconomic inequalities in adult obesity in the United Kingdom. BMC Public Health. 2012, 12: 18-10.1186/1471-2458-12-18.CrossRefPubMedPubMedCentral El-Sayed AM, Scarborough P, Galea S: Unevenly distributed: a systematic review of the heath literature about socioeconomic inequalities in adult obesity in the United Kingdom. BMC Public Health. 2012, 12: 18-10.1186/1471-2458-12-18.CrossRefPubMedPubMedCentral
4.
go back to reference Macintyre S: Deprivation amplification revisited; or, is it always true that poorer places have poorer access to resources for healthy diets and physical activity?. Int J Behav Nutr Phys Act. 2007, 4: 32-10.1186/1479-5868-4-32.CrossRefPubMedPubMedCentral Macintyre S: Deprivation amplification revisited; or, is it always true that poorer places have poorer access to resources for healthy diets and physical activity?. Int J Behav Nutr Phys Act. 2007, 4: 32-10.1186/1479-5868-4-32.CrossRefPubMedPubMedCentral
5.
go back to reference Janssen I, Boyce WF, Simpson K, Pickett W: Influence of individual and area level measures of socioeconomic status on obesity, unhealthy eating, and physical inactivity in Canadian adolescents. Am J Clin Nutr. 2006, 83: 139-145.PubMed Janssen I, Boyce WF, Simpson K, Pickett W: Influence of individual and area level measures of socioeconomic status on obesity, unhealthy eating, and physical inactivity in Canadian adolescents. Am J Clin Nutr. 2006, 83: 139-145.PubMed
6.
go back to reference Oliver LN, Hayes MV: Neighbourhood socio-economic status and the prevalence of overweight Canadian children and youth. Can J Public Health. 2005, 96: 415-420.PubMed Oliver LN, Hayes MV: Neighbourhood socio-economic status and the prevalence of overweight Canadian children and youth. Can J Public Health. 2005, 96: 415-420.PubMed
7.
go back to reference Singh GK, Siahpush M, Kogan MD: Neighborhood socioeconomic conditions, built environments and childhood obesity. Health Aff. 2010, 29: 503-512. 10.1377/hlthaff.2009.0730.CrossRef Singh GK, Siahpush M, Kogan MD: Neighborhood socioeconomic conditions, built environments and childhood obesity. Health Aff. 2010, 29: 503-512. 10.1377/hlthaff.2009.0730.CrossRef
8.
go back to reference Grow HMG, Cook AJ, Arteburn DE, Saelens BE, Drewnowski A, Lozano P: Child obesity associated with social disadvantage of children's neighbourhoods. Soc Sci Med. 2010, 71: 584-591. 10.1016/j.socscimed.2010.04.018.CrossRefPubMedPubMedCentral Grow HMG, Cook AJ, Arteburn DE, Saelens BE, Drewnowski A, Lozano P: Child obesity associated with social disadvantage of children's neighbourhoods. Soc Sci Med. 2010, 71: 584-591. 10.1016/j.socscimed.2010.04.018.CrossRefPubMedPubMedCentral
9.
go back to reference Harrington DW, Elliott SJ: Weighing the importance of neighbourhood: a multilevel exploration of the determinants of overweight and obesity. Soc Sci Med. 2009, 68: 593-600. 10.1016/j.socscimed.2008.11.021.CrossRefPubMed Harrington DW, Elliott SJ: Weighing the importance of neighbourhood: a multilevel exploration of the determinants of overweight and obesity. Soc Sci Med. 2009, 68: 593-600. 10.1016/j.socscimed.2008.11.021.CrossRefPubMed
10.
go back to reference Michimi A, Wimberly MC: Natural environments, obesity and physical activity in nonmetropolitan areas of the United States. J Rural Health. 2012, 28: 398-407. 10.1111/j.1748-0361.2012.00413.x.CrossRefPubMed Michimi A, Wimberly MC: Natural environments, obesity and physical activity in nonmetropolitan areas of the United States. J Rural Health. 2012, 28: 398-407. 10.1111/j.1748-0361.2012.00413.x.CrossRefPubMed
11.
go back to reference Navalpotro L, Regidor E, Ortega P, Martínez D, Villanueva R, Astasio P: Area-based socioeconomic environment, obesity risk behaviours, area facilities and childhood overweight and obesity. Socioeconomic environment and childhood overweight. Prev Med. 2012, 55: 102-107. 10.1016/j.ypmed.2012.05.012.CrossRefPubMed Navalpotro L, Regidor E, Ortega P, Martínez D, Villanueva R, Astasio P: Area-based socioeconomic environment, obesity risk behaviours, area facilities and childhood overweight and obesity. Socioeconomic environment and childhood overweight. Prev Med. 2012, 55: 102-107. 10.1016/j.ypmed.2012.05.012.CrossRefPubMed
12.
go back to reference Nelson NM, Woods CD: Obesogenic environments: are neighbourhood environments that limit physical activity obesogenic?. Health Place. 2009, 15: 917-924. 10.1016/j.healthplace.2009.02.001.CrossRefPubMed Nelson NM, Woods CD: Obesogenic environments: are neighbourhood environments that limit physical activity obesogenic?. Health Place. 2009, 15: 917-924. 10.1016/j.healthplace.2009.02.001.CrossRefPubMed
13.
go back to reference Townshend T, Lake AA: Obesogenic urban form: theory, police and practice. Health Place. 2009, 15: 909-916. 10.1016/j.healthplace.2008.12.002.CrossRefPubMed Townshend T, Lake AA: Obesogenic urban form: theory, police and practice. Health Place. 2009, 15: 909-916. 10.1016/j.healthplace.2008.12.002.CrossRefPubMed
14.
go back to reference Saelens BE, Sallis JF, Lawrence DF, Couch SC, Zhou CH, Colburn T, Cain KE, Chapman J, Glanz K: Am J Prev Med. 2012, 42: e57-e64. 10.1016/j.amepre.2012.02.008.CrossRefPubMedPubMedCentral Saelens BE, Sallis JF, Lawrence DF, Couch SC, Zhou CH, Colburn T, Cain KE, Chapman J, Glanz K: Am J Prev Med. 2012, 42: e57-e64. 10.1016/j.amepre.2012.02.008.CrossRefPubMedPubMedCentral
15.
go back to reference Smoyer-Tomic KE, Spence JC, Raine KD, Amrhein C, Cameron N, Yasenovsky V, Cutumisu N, Hemphill E, Healy J: The association between neighbourhood socioeconomic status and exposure to supermarkets and fast food outlets. Health Place. 2008, 14: 740-754. 10.1016/j.healthplace.2007.12.001.CrossRefPubMed Smoyer-Tomic KE, Spence JC, Raine KD, Amrhein C, Cameron N, Yasenovsky V, Cutumisu N, Hemphill E, Healy J: The association between neighbourhood socioeconomic status and exposure to supermarkets and fast food outlets. Health Place. 2008, 14: 740-754. 10.1016/j.healthplace.2007.12.001.CrossRefPubMed
16.
go back to reference Li F, Harmer P, Cardinal DJ, Bosworth M, Johson-Shelton D: Obesity and the built environment: does the density of neighbourhood fast-food outlets matter?. Am J Health Promot. 2009, 23: 203-209. 10.4278/ajhp.071214133.CrossRefPubMedPubMedCentral Li F, Harmer P, Cardinal DJ, Bosworth M, Johson-Shelton D: Obesity and the built environment: does the density of neighbourhood fast-food outlets matter?. Am J Health Promot. 2009, 23: 203-209. 10.4278/ajhp.071214133.CrossRefPubMedPubMedCentral
17.
go back to reference Boone-Heinonen J, Gordon-Larsen P: Obesogenic environments in youth. Concepts and methods from a longitudinal national sample. Am J Prev Med. 2012, 42: e37-e46. 10.1016/j.amepre.2012.02.005.CrossRefPubMedPubMedCentral Boone-Heinonen J, Gordon-Larsen P: Obesogenic environments in youth. Concepts and methods from a longitudinal national sample. Am J Prev Med. 2012, 42: e37-e46. 10.1016/j.amepre.2012.02.005.CrossRefPubMedPubMedCentral
18.
go back to reference van Lenthe FJ, Brug J, MacKenbach JP: Neighbourhood inequalities in physical inactivity: the role of neighbourhood attractiveness proximity to local facilities and safety in the Netherlands. Soc Sci Med. 2005, 60: 763-775. 10.1016/j.socscimed.2004.06.013.CrossRefPubMed van Lenthe FJ, Brug J, MacKenbach JP: Neighbourhood inequalities in physical inactivity: the role of neighbourhood attractiveness proximity to local facilities and safety in the Netherlands. Soc Sci Med. 2005, 60: 763-775. 10.1016/j.socscimed.2004.06.013.CrossRefPubMed
19.
go back to reference Casey R, Chaix B, Weber C, Schweitzer B, Charreire H, Saize P, Badariotti D, Banos A, Oppert JM, Simon C: Spatial accessibility to physical activity facilities and to food outlets and overweight in French youth. Int J Obes. 2012, 36: 914-919. 10.1038/ijo.2012.10.CrossRef Casey R, Chaix B, Weber C, Schweitzer B, Charreire H, Saize P, Badariotti D, Banos A, Oppert JM, Simon C: Spatial accessibility to physical activity facilities and to food outlets and overweight in French youth. Int J Obes. 2012, 36: 914-919. 10.1038/ijo.2012.10.CrossRef
20.
go back to reference Leal C, Bean K, Thomas F, Chaix B: Multicollinearity in associations between multiple environmental features and body weight and abdominal fat: using matching techniques to assess whether the associations are separable. Am J Epidemiol. 2012, 175: 1152-1162. 10.1093/aje/kwr434.CrossRefPubMed Leal C, Bean K, Thomas F, Chaix B: Multicollinearity in associations between multiple environmental features and body weight and abdominal fat: using matching techniques to assess whether the associations are separable. Am J Epidemiol. 2012, 175: 1152-1162. 10.1093/aje/kwr434.CrossRefPubMed
21.
go back to reference Duarte-Salles T, Pasarín MI, Borrell C, Rodríguez-Sanz M, Rajmil L, Ferrer M, Pellisé F, Balagué F: Social inequalities in heath among adolescents in a large southern European city. J Epidemiol Community Health. 2011, 65: 166-2012. 10.1136/jech.2009.090100. 173CrossRefPubMed Duarte-Salles T, Pasarín MI, Borrell C, Rodríguez-Sanz M, Rajmil L, Ferrer M, Pellisé F, Balagué F: Social inequalities in heath among adolescents in a large southern European city. J Epidemiol Community Health. 2011, 65: 166-2012. 10.1136/jech.2009.090100. 173CrossRefPubMed
22.
go back to reference Cole TJ, Bellizzi MC, Flegal KM, Dietz WH: Establishing a standard definition for child overweight and obesity world-wide. International survey. BMJ. 2000, 320: 1240-1245. 10.1136/bmj.320.7244.1240.CrossRefPubMedPubMedCentral Cole TJ, Bellizzi MC, Flegal KM, Dietz WH: Establishing a standard definition for child overweight and obesity world-wide. International survey. BMJ. 2000, 320: 1240-1245. 10.1136/bmj.320.7244.1240.CrossRefPubMedPubMedCentral
23.
go back to reference Lasheras L, Aznar S, Merino B, López EG: Factors associated with physical activity among Spanish youth through the National Health Survey. Prev Med. 2001, 32: 455-464. 10.1006/pmed.2001.0843.CrossRefPubMed Lasheras L, Aznar S, Merino B, López EG: Factors associated with physical activity among Spanish youth through the National Health Survey. Prev Med. 2001, 32: 455-464. 10.1006/pmed.2001.0843.CrossRefPubMed
26.
go back to reference S.A.S. Institute Inc.: System for Windows V8. 1999, Cary: SAS Institute Inc. S.A.S. Institute Inc.: System for Windows V8. 1999, Cary: SAS Institute Inc.
27.
go back to reference Carter MA, Dubois L: Neighbourhoods and child adiposity: a critical appraisal of the literature. Health Place. 2010, 16: 616-628. 10.1016/j.healthplace.2009.12.012.CrossRefPubMed Carter MA, Dubois L: Neighbourhoods and child adiposity: a critical appraisal of the literature. Health Place. 2010, 16: 616-628. 10.1016/j.healthplace.2009.12.012.CrossRefPubMed
28.
go back to reference Wolf SH: Future health consequences of the current decline in US family income. JAMA. 2007, 298: 1931-1933. 10.1001/jama.298.16.1931.CrossRef Wolf SH: Future health consequences of the current decline in US family income. JAMA. 2007, 298: 1931-1933. 10.1001/jama.298.16.1931.CrossRef
29.
go back to reference Chen E, Paterson LQ: Neighborhood, family and subjective socioeconomic status: how do they relate to adolescent health?. Health Psychol. 2006, 25: 704-714.CrossRefPubMed Chen E, Paterson LQ: Neighborhood, family and subjective socioeconomic status: how do they relate to adolescent health?. Health Psychol. 2006, 25: 704-714.CrossRefPubMed
30.
go back to reference Krimbo RT, Brooks-Gunn J, McLanahan S: Young children in urban areas: links among neighbourhood characteristics, weight status, outdoor play and television watching. Soc Sci Med. 2011, 72: 668-676. 10.1016/j.socscimed.2010.12.015.CrossRef Krimbo RT, Brooks-Gunn J, McLanahan S: Young children in urban areas: links among neighbourhood characteristics, weight status, outdoor play and television watching. Soc Sci Med. 2011, 72: 668-676. 10.1016/j.socscimed.2010.12.015.CrossRef
31.
go back to reference Sturm R, Cohen DA: Zoning for health? The year-old ban on new fast-food restaurants in south LA. Health Aff (Millwood). 2009, 28: w1088-w1097. 10.1377/hlthaff.28.6.w1088.CrossRef Sturm R, Cohen DA: Zoning for health? The year-old ban on new fast-food restaurants in south LA. Health Aff (Millwood). 2009, 28: w1088-w1097. 10.1377/hlthaff.28.6.w1088.CrossRef
32.
go back to reference Larson NI, Story MT, Nelson MC: Neighborhood environments: disparities in access to healthy foods in the U.S. Am J Prev Med. 2009, 36: 74-81. 10.1016/j.amepre.2008.09.025.CrossRefPubMed Larson NI, Story MT, Nelson MC: Neighborhood environments: disparities in access to healthy foods in the U.S. Am J Prev Med. 2009, 36: 74-81. 10.1016/j.amepre.2008.09.025.CrossRefPubMed
33.
go back to reference Cummins S, McKay L, Macintyre S: McDonald's restaurants and neighbourhood deprivation in Scotland and England?. Am J Prev Med. 2005, 29: 308-310. 10.1016/j.amepre.2005.06.011.CrossRefPubMed Cummins S, McKay L, Macintyre S: McDonald's restaurants and neighbourhood deprivation in Scotland and England?. Am J Prev Med. 2005, 29: 308-310. 10.1016/j.amepre.2005.06.011.CrossRefPubMed
34.
go back to reference Mcdonald L, Cummins S, Macintyre S: Neighbourhood fast food environment and area deprivation-substitution or concentration?. Appetite. 2007, 49: 251-254. 10.1016/j.appet.2006.11.004.CrossRef Mcdonald L, Cummins S, Macintyre S: Neighbourhood fast food environment and area deprivation-substitution or concentration?. Appetite. 2007, 49: 251-254. 10.1016/j.appet.2006.11.004.CrossRef
35.
go back to reference Casey R, Oppert JM, Weber C, Charreire H, Salze P, Badariotti D, Banos A, Fischler C, Giacoman Hernandez C, Chaix B, Simon C: Determinants of childhood obesity: what can we learn from built environment studies?. Food Qual Prefer. 2011, doi:10.1016/j.foodquai.2011.06.003. e-pub ahead of print 22 June 2011 Casey R, Oppert JM, Weber C, Charreire H, Salze P, Badariotti D, Banos A, Fischler C, Giacoman Hernandez C, Chaix B, Simon C: Determinants of childhood obesity: what can we learn from built environment studies?. Food Qual Prefer. 2011, doi:10.1016/j.foodquai.2011.06.003. e-pub ahead of print 22 June 2011
36.
go back to reference Beenackers MA, Kamphuis CBN, Giskes K, Brug J, Kunst AE, Burdorf A, Van Lenthe FJ: Socioeconomic inequalities in occupational, leisure-time and transport-related physical activity among European adults: a systematic review. Int J Behav Nutr Phys Act. 2012, 9: 116-10.1186/1479-5868-9-116.CrossRefPubMedPubMedCentral Beenackers MA, Kamphuis CBN, Giskes K, Brug J, Kunst AE, Burdorf A, Van Lenthe FJ: Socioeconomic inequalities in occupational, leisure-time and transport-related physical activity among European adults: a systematic review. Int J Behav Nutr Phys Act. 2012, 9: 116-10.1186/1479-5868-9-116.CrossRefPubMedPubMedCentral
37.
go back to reference Kirby J, Levin KA, Inchley J: Associations between the school environment and adolescent girls' physical activity. Health Educ Res. 2012, 27: 101-114. 10.1093/her/cyr090.CrossRefPubMed Kirby J, Levin KA, Inchley J: Associations between the school environment and adolescent girls' physical activity. Health Educ Res. 2012, 27: 101-114. 10.1093/her/cyr090.CrossRefPubMed
38.
go back to reference Binns HJ, Forman JA, Karr CJ, Osterhoudt K, Paulson JA, Roberts JR, Sandel MT, Seltzer JM, Wright RO: The built environment: designing communities to promote physical activity in children. Pediatrics. 2009, 123: 1591-1598.CrossRef Binns HJ, Forman JA, Karr CJ, Osterhoudt K, Paulson JA, Roberts JR, Sandel MT, Seltzer JM, Wright RO: The built environment: designing communities to promote physical activity in children. Pediatrics. 2009, 123: 1591-1598.CrossRef
39.
go back to reference Veugelers PJ, Sithole F, Zhang S, Muhajarine N: Neighborhood characteristics in relation to diet, physical activity and overweight in Canadian children. Int J Pediatr Obes. 2008, 3: 152-159. 10.1080/17477160801970278.CrossRefPubMed Veugelers PJ, Sithole F, Zhang S, Muhajarine N: Neighborhood characteristics in relation to diet, physical activity and overweight in Canadian children. Int J Pediatr Obes. 2008, 3: 152-159. 10.1080/17477160801970278.CrossRefPubMed
40.
go back to reference Davidson Z, Simen-Kapeu A, Veugelers PJ: Neighborhood determinants of self-efficacy, physical activity, and body weights among Canadian children. Health Place. 2010, 16: 567-572. 10.1016/j.healthplace.2010.01.001.CrossRefPubMed Davidson Z, Simen-Kapeu A, Veugelers PJ: Neighborhood determinants of self-efficacy, physical activity, and body weights among Canadian children. Health Place. 2010, 16: 567-572. 10.1016/j.healthplace.2010.01.001.CrossRefPubMed
41.
go back to reference Slater SJ, Ewing R, Powell LM, Chaloupka FJ, Johnston LLD, O'Malley PM: The association between community physical activity settings and youth physical activity, obesity and BMI. J Adolesc Health. 2010, 47: 496-503. 10.1016/j.jadohealth.2010.03.017.CrossRefPubMedPubMedCentral Slater SJ, Ewing R, Powell LM, Chaloupka FJ, Johnston LLD, O'Malley PM: The association between community physical activity settings and youth physical activity, obesity and BMI. J Adolesc Health. 2010, 47: 496-503. 10.1016/j.jadohealth.2010.03.017.CrossRefPubMedPubMedCentral
Metadata
Title
Risk behaviors and sports facilities do not explain socioeconomic differences in childhood obesity: a cross-sectional study
Authors
Romana Albaladejo
Rosa Villanueva
Lourdes Navalpotro
Paloma Ortega
Paloma Astasio
Enrique Regidor
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2014
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-14-1181

Other articles of this Issue 1/2014

BMC Public Health 1/2014 Go to the issue