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Published in: BMC Public Health 1/2013

Open Access 01-12-2013 | Research article

Association between socioeconomic status and obesity in a Chinese adult population

Authors: Yuanyuan Xiao, Naiqing Zhao, Hao Wang, Jie Zhang, Qingfang He, Danting Su, Ming Zhao, Lixin Wang, Xinwei Zhang, Weiwei Gong, Ruying Hu, Min Yu, Gangqiang Ding, Liming Cong, Zhen Ye

Published in: BMC Public Health | Issue 1/2013

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Abstract

Background

Existing studies which regarding to the association between individual socioeconomic status (SES) and obesity are still scarce in developing countries. The major aim of this study is to estimate such association in an adult population which was drawn from an economically prosperous province of China.

Methods

Study population was determined by multilevel randomized sampling. Education and income were chosen as indicators of individual SES, general obesity and abdominal obesity were measured by body mass index (BMI) and waist circumference (WC). Descriptive statistical methods were used to depict overall and factor-specific distributions of general and abdominal obesity among 16,013 respondents. Two-step logistic regression models were fitted on gender basis.

Results

The age-and-sex adjusted rates of general overweight, general obesity, abdominal overweight and abdominal obesity in study population were 28.9% (95%CI: 27.9%-29.9%), 7.5% (95%CI: 7.0%-8.1%), 32.2% (95%CI: 31.2%-33.3%) and 12.3% (95%CI: 11.6%-13.1%), respectively. Based on model fitting results, a significant inverse association between education and obesity only existed in women, while in men, income rather than education was positively related to obesity.

Conclusions

The atypical SES-obesity relationship we found reflected the on-going social economy transformation in affluent regions of China. High-income men and poorly-educated women were at higher risk of obesity in Zhejiang province, thus merit intense focuses.
Literature
1.
go back to reference WHO: World health statistics. 2012, Geneva: World Health Organization WHO: World health statistics. 2012, Geneva: World Health Organization
3.
go back to reference Lin WY, Lee LT, Chen CY: Optimal cut-off values for obesity: using simple anthropometric indices to predict cardiovascular risk factors in Taiwan. Int J Obes Relat Metab Disord. 2002, 26: 1232-1238. 10.1038/sj.ijo.0802040.CrossRefPubMed Lin WY, Lee LT, Chen CY: Optimal cut-off values for obesity: using simple anthropometric indices to predict cardiovascular risk factors in Taiwan. Int J Obes Relat Metab Disord. 2002, 26: 1232-1238. 10.1038/sj.ijo.0802040.CrossRefPubMed
4.
go back to reference Bray GA: Medical consequences of obesity. J Clin Endocrinol Metab. 2004, 89: 2583-2589. 10.1210/jc.2004-0535.CrossRefPubMed Bray GA: Medical consequences of obesity. J Clin Endocrinol Metab. 2004, 89: 2583-2589. 10.1210/jc.2004-0535.CrossRefPubMed
5.
go back to reference Huang KC, Lin WY, Lee LT: Four anthropometric indices and cardiovascular risk factors in Taiwan. Int J Obes Relat Metab Disord. 2002, 26: 1060-1068. 10.1038/sj.ijo.0802047.CrossRefPubMed Huang KC, Lin WY, Lee LT: Four anthropometric indices and cardiovascular risk factors in Taiwan. Int J Obes Relat Metab Disord. 2002, 26: 1060-1068. 10.1038/sj.ijo.0802047.CrossRefPubMed
6.
go back to reference National Heart and Blood Institute: Executive Summary: Clinical guidelines on the identification, evaluation, and treatment of overweight and obesity in adults. 1998, Maryland: Bethesda National Heart and Blood Institute: Executive Summary: Clinical guidelines on the identification, evaluation, and treatment of overweight and obesity in adults. 1998, Maryland: Bethesda
7.
go back to reference Denke MA: Connections between obesity and dyslipidaemia. Curr Opin Lipidol. 2001, 12: 626-628.CrossRef Denke MA: Connections between obesity and dyslipidaemia. Curr Opin Lipidol. 2001, 12: 626-628.CrossRef
8.
go back to reference Sobal J, Stunkard AJ: Socioeconomic status and obesity: a review of the literature. Psychol Bul. 1989, 105: 260-275.CrossRef Sobal J, Stunkard AJ: Socioeconomic status and obesity: a review of the literature. Psychol Bul. 1989, 105: 260-275.CrossRef
9.
go back to reference Mclaren L: Socioeconomic status and obesity. Epidemiol Rev. 2007, 29: 29-48. 10.1093/epirev/mxm001.CrossRefPubMed Mclaren L: Socioeconomic status and obesity. Epidemiol Rev. 2007, 29: 29-48. 10.1093/epirev/mxm001.CrossRefPubMed
10.
go back to reference Dahly DL, Gorden-larson P, Popkin BM, Kaufman JS, Adair LS: Associations between multiple indicators of socioeconomic status and obesity in young adult Filipinos vary by gender, urbanicity, and indicator used. J Nut. 2010, 140: 366-370. 10.3945/jn.109.114207.CrossRef Dahly DL, Gorden-larson P, Popkin BM, Kaufman JS, Adair LS: Associations between multiple indicators of socioeconomic status and obesity in young adult Filipinos vary by gender, urbanicity, and indicator used. J Nut. 2010, 140: 366-370. 10.3945/jn.109.114207.CrossRef
11.
go back to reference Seubsman SA, Lim LL, Banwell C: Socioeconomic status, sex, and obesity in a large national cohort of 15–87 year old open university students in Thailand. J Epidemiol. 2010, 20: 13-20. 10.2188/jea.JE20090014.CrossRefPubMedPubMedCentral Seubsman SA, Lim LL, Banwell C: Socioeconomic status, sex, and obesity in a large national cohort of 15–87 year old open university students in Thailand. J Epidemiol. 2010, 20: 13-20. 10.2188/jea.JE20090014.CrossRefPubMedPubMedCentral
12.
go back to reference Zhou BF: Effect of body mass index on all-cause mortality and incidence of cardiovascular diseases: report for meta-analysis of prospective studies on optimal cut-off points of body mass index in Chinese adults. Biomed Environ Sci. 2002, 15: 245-252.PubMed Zhou BF: Effect of body mass index on all-cause mortality and incidence of cardiovascular diseases: report for meta-analysis of prospective studies on optimal cut-off points of body mass index in Chinese adults. Biomed Environ Sci. 2002, 15: 245-252.PubMed
13.
go back to reference Misra A: Revisions of cutoffs of body mass index to define overweight and obesity are needed for the Asian-ethnic groups. Int J Obesity. 2003, 27: 1294-1296. 10.1038/sj.ijo.0802412.CrossRef Misra A: Revisions of cutoffs of body mass index to define overweight and obesity are needed for the Asian-ethnic groups. Int J Obesity. 2003, 27: 1294-1296. 10.1038/sj.ijo.0802412.CrossRef
14.
go back to reference Working Group on Obesity in China, Department of Disease Control, Ministry of Health: The guidelines for prevention and control of overweight and obesity in Chinese adults. Biomed Environ Sci. 2004, 17: 1-35. Working Group on Obesity in China, Department of Disease Control, Ministry of Health: The guidelines for prevention and control of overweight and obesity in Chinese adults. Biomed Environ Sci. 2004, 17: 1-35.
15.
go back to reference WHO: Physical status: the use and interpretation of anthropometry. 1995, Geneva: World Health Organization WHO: Physical status: the use and interpretation of anthropometry. 1995, Geneva: World Health Organization
16.
go back to reference Shi Z, Hu X, Yuan B, Hu G, Pan X, Dai Y, Byles JE, Holmboe-Ottesen G: Vegetable-rich food pattern is related to obesity in China. Int J Obes. 2008, 32: 975-984. 10.1038/ijo.2008.21.CrossRef Shi Z, Hu X, Yuan B, Hu G, Pan X, Dai Y, Byles JE, Holmboe-Ottesen G: Vegetable-rich food pattern is related to obesity in China. Int J Obes. 2008, 32: 975-984. 10.1038/ijo.2008.21.CrossRef
17.
go back to reference Mokdad AH, Serdula MK, Dietz WH, Bowman BA, Marks JS, Koplan JP: The spread of the obesity epidemic in the United States, 1991–1998. JAMA. 1999, 282: 1519-1522. 10.1001/jama.282.16.1519.CrossRefPubMed Mokdad AH, Serdula MK, Dietz WH, Bowman BA, Marks JS, Koplan JP: The spread of the obesity epidemic in the United States, 1991–1998. JAMA. 1999, 282: 1519-1522. 10.1001/jama.282.16.1519.CrossRefPubMed
18.
go back to reference Wang Y, Beydoun MA: Meat consumption is associated with obesity and central obesity among US adults. Int J Obes. 2009, 33: 621-628. 10.1038/ijo.2009.45.CrossRef Wang Y, Beydoun MA: Meat consumption is associated with obesity and central obesity among US adults. Int J Obes. 2009, 33: 621-628. 10.1038/ijo.2009.45.CrossRef
19.
go back to reference Stephenson J, Bauman A, Armstrong T, Smith B, Bellew B: The costs of illness attributable to physical inactivity in Australia. 2000, Canberra: Commonwealth Department of Health and Aged Care Stephenson J, Bauman A, Armstrong T, Smith B, Bellew B: The costs of illness attributable to physical inactivity in Australia. 2000, Canberra: Commonwealth Department of Health and Aged Care
21.
go back to reference Jia WP, Wang C, Jiang S, Pan JM: Characteristics of obesity and its related disorders in China. Biomed Environ Sci. 2010, 23: 4-11. 10.1016/S0895-3988(10)60025-6.CrossRefPubMed Jia WP, Wang C, Jiang S, Pan JM: Characteristics of obesity and its related disorders in China. Biomed Environ Sci. 2010, 23: 4-11. 10.1016/S0895-3988(10)60025-6.CrossRefPubMed
22.
go back to reference Jia W, Xiang K, Chen L, Lu JX, Wu YM: Epidemiological study on obesity and its comorbidities in urban Chinese older than 20 years of age in Shanghai, China. Obes Rev. 2002, 3: 157-165. 10.1046/j.1467-789X.2002.00071.x.CrossRefPubMed Jia W, Xiang K, Chen L, Lu JX, Wu YM: Epidemiological study on obesity and its comorbidities in urban Chinese older than 20 years of age in Shanghai, China. Obes Rev. 2002, 3: 157-165. 10.1046/j.1467-789X.2002.00071.x.CrossRefPubMed
23.
go back to reference Chen C, Lu F: The guidelines for prevention and control of overweight and obesity in Chinese adults. Biomed Environ Sci. 2004, 17 (Suppl): 1-36.PubMed Chen C, Lu F: The guidelines for prevention and control of overweight and obesity in Chinese adults. Biomed Environ Sci. 2004, 17 (Suppl): 1-36.PubMed
24.
go back to reference Janssen I, Shields M, Craig CL, Tremblay MS: Prevalence and secular changes in abdominal obesity in Canadian adolescents and adults, 1981 to 2007–2009. Obes Rev. 2011, 12: 397-405. 10.1111/j.1467-789X.2010.00815.x.CrossRefPubMed Janssen I, Shields M, Craig CL, Tremblay MS: Prevalence and secular changes in abdominal obesity in Canadian adolescents and adults, 1981 to 2007–2009. Obes Rev. 2011, 12: 397-405. 10.1111/j.1467-789X.2010.00815.x.CrossRefPubMed
25.
go back to reference Deurenberg P, Yap M, van Staveren WA: Body mass index and percent body fat: a meta analysis among different ethnic groups. Int J Obes Relat Metab Disord. 1998, 22: 1164-1171. 10.1038/sj.ijo.0800741.CrossRefPubMed Deurenberg P, Yap M, van Staveren WA: Body mass index and percent body fat: a meta analysis among different ethnic groups. Int J Obes Relat Metab Disord. 1998, 22: 1164-1171. 10.1038/sj.ijo.0800741.CrossRefPubMed
26.
go back to reference Chang CJ, Wu CH, Chang CS, Yao WJ, Yang YC, Wu JS, Lu FH: Low body mass index but high percent body fat in Taiwanese subjects: implications of obesity cutoffs. Int J Obes Relat Metab Disord. 2003, 27: 253-259. 10.1038/sj.ijo.802197.CrossRefPubMed Chang CJ, Wu CH, Chang CS, Yao WJ, Yang YC, Wu JS, Lu FH: Low body mass index but high percent body fat in Taiwanese subjects: implications of obesity cutoffs. Int J Obes Relat Metab Disord. 2003, 27: 253-259. 10.1038/sj.ijo.802197.CrossRefPubMed
27.
go back to reference Xi B, Liang Y, He T, Reilly KH, Hu Y, Wang Q, Yan Y, Mi J: Secular trends in the prevalence of general and abdominal obesity among Chinese adults, 1993–2009. Obes Rev. 2012, 13: 287-296. 10.1111/j.1467-789X.2011.00944.x.CrossRefPubMed Xi B, Liang Y, He T, Reilly KH, Hu Y, Wang Q, Yan Y, Mi J: Secular trends in the prevalence of general and abdominal obesity among Chinese adults, 1993–2009. Obes Rev. 2012, 13: 287-296. 10.1111/j.1467-789X.2011.00944.x.CrossRefPubMed
28.
go back to reference Dahly DL, Gorden-larsen P, Popkin BM, Kaufman JS, Adair LS: Associations between multiple indicators of socioeconomic status and obesity in young adult Filipinos vary by gender, urbanicity, and indicator used. J Nutr. 2010, 140: 366-370. 10.3945/jn.109.114207.CrossRefPubMedPubMedCentral Dahly DL, Gorden-larsen P, Popkin BM, Kaufman JS, Adair LS: Associations between multiple indicators of socioeconomic status and obesity in young adult Filipinos vary by gender, urbanicity, and indicator used. J Nutr. 2010, 140: 366-370. 10.3945/jn.109.114207.CrossRefPubMedPubMedCentral
29.
go back to reference Bourdieu P: Distinction: a social critique of the judgement of taste. 1984, London: Routledge and Kegan Paul Ltd Bourdieu P: Distinction: a social critique of the judgement of taste. 1984, London: Routledge and Kegan Paul Ltd
30.
go back to reference Molarius A: The contribution of lifestyle factors to socioeconomic differences in obesity in men and women—a population based study in Sweden. Eur J Epidemiol. 2003, 18: 227-234.CrossRefPubMed Molarius A: The contribution of lifestyle factors to socioeconomic differences in obesity in men and women—a population based study in Sweden. Eur J Epidemiol. 2003, 18: 227-234.CrossRefPubMed
31.
go back to reference Waitzman NJ, Smith KR: Phantom of the area: poverty-area residence and mortality in the United States. Am J Public Health. 1998, 88: 973-976. 10.2105/AJPH.88.6.973.CrossRefPubMedPubMedCentral Waitzman NJ, Smith KR: Phantom of the area: poverty-area residence and mortality in the United States. Am J Public Health. 1998, 88: 973-976. 10.2105/AJPH.88.6.973.CrossRefPubMedPubMedCentral
32.
go back to reference Davey-Smith G, Hart C, Watt G, Hole D, Hawthorne V: Individual social class, area-based deprivation, cardiovascular disease risk factors, and mortality: the Renfrew and Paisley Study. J Epidemiol Community Health. 1998, 52: 399-405. 10.1136/jech.52.6.399.CrossRef Davey-Smith G, Hart C, Watt G, Hole D, Hawthorne V: Individual social class, area-based deprivation, cardiovascular disease risk factors, and mortality: the Renfrew and Paisley Study. J Epidemiol Community Health. 1998, 52: 399-405. 10.1136/jech.52.6.399.CrossRef
33.
go back to reference Timperio A, Salmon J, Telford A, Crawford D: Perceptions of local neighbourhood environments and their relationship to childhood overweight and obesity. Int J Obes (Lond). 2005, 29: 170-175. 10.1038/sj.ijo.0802865.CrossRef Timperio A, Salmon J, Telford A, Crawford D: Perceptions of local neighbourhood environments and their relationship to childhood overweight and obesity. Int J Obes (Lond). 2005, 29: 170-175. 10.1038/sj.ijo.0802865.CrossRef
34.
go back to reference Joshu CE, Boehmer TK, Brownson RC, Ewing R: Personal, neighbourhood and urban factors associated with obesity in the United States. J Epidemiol Community Health. 2008, 62: 202-208. 10.1136/jech.2006.058321.CrossRefPubMed Joshu CE, Boehmer TK, Brownson RC, Ewing R: Personal, neighbourhood and urban factors associated with obesity in the United States. J Epidemiol Community Health. 2008, 62: 202-208. 10.1136/jech.2006.058321.CrossRefPubMed
Metadata
Title
Association between socioeconomic status and obesity in a Chinese adult population
Authors
Yuanyuan Xiao
Naiqing Zhao
Hao Wang
Jie Zhang
Qingfang He
Danting Su
Ming Zhao
Lixin Wang
Xinwei Zhang
Weiwei Gong
Ruying Hu
Min Yu
Gangqiang Ding
Liming Cong
Zhen Ye
Publication date
01-12-2013
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2013
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-13-355

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