Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Original Article
  • Published:

Is the burden of overweight shifting to the poor across the globe? Time trends among women in 39 low- and middle-income countries (1991–2008)

Abstract

Background:

Overweight prevalence has increased globally; however, current time trends of overweight prevalence by social class in lower income countries have not been fully explored.

Methods:

We used repeated cross-sectional, nationally representative data from the Demographic and Health Surveys on women aged 18–49 years with young children (n=421 689) in 39 lower-income countries. We present overweight (body mass index25 kg m−2) prevalence at each survey wave, prevalence difference and prevalence growth rate for each country over time, separately by wealth quintile and educational attainment. We present the correlation between nation wealth and differential overweight prevalence growth by wealth and education.

Results:

In the majority of countries, the highest wealth and education groups still have the highest prevalence of overweight and obesity. However, in a substantial number of countries (14% when wealth is used as the indicator of socioeconomic status and 28% for education) the estimated increases in overweight prevalence over time have been greater in the lowest- compared with the highest-wealth and -education groups. Gross domestic product per capita was associated with a higher overweight prevalence growth rate for the lowest-wealth group compared with the highest (Pearson's correlation coefficient: 0.45).

Conclusions:

Higher (vs lower) wealth and education groups had higher overweight prevalence across most developing countries. However, some countries show a faster growth rate in overweight in the lowest- (vs highest-) wealth and -education groups, which is indicative of an increasing burden of overweight among lower wealth and education groups in the lower-income countries.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Figure 1
Figure 2
Figure 3
Figure 4
Figure 5

Similar content being viewed by others

References

  1. Popkin BM . The World Is Fat: The Fads, Trends, Policies, and Products That Are Fattening the Human Race. Avery-Penguin Group: New York, 2008.

    Google Scholar 

  2. Popkin BM . Global nutrition dynamics: the world is shifting rapidly toward a diet linked with noncommunicable diseases. Am J Clin Nutr 2006; 84: 289–298.

    Article  CAS  Google Scholar 

  3. Popkin BM, Conde W, Hou N, Monteiro C . Is there a lag globally in overweight trends for children compared with adults? Obesity (Silver Spring) 2006; 14: 1846–1853.

    Article  Google Scholar 

  4. Subramanian S, Perkins JM, Ozaltin E, Davey Smith G . Weight of nations: a socioeconomic analysis of women in low- to middle-income countries. Am J Clin Nutr 2011; 93: 413–421.

    Article  CAS  Google Scholar 

  5. Subramanian S, Perkins JM, Khan KT . Do burdens of underweight and overweight coexist among lower socioeconomic groups in India? Am J Clin Nutr 2009; 90: 369–376.

    Article  CAS  Google Scholar 

  6. de Brauw A . Migration and child development during the food price crisis in El Salvador. Food Pol 2011; 36: 28–40.

    Article  Google Scholar 

  7. Sen A . The rich get hungrier. The New York Times 2008; 28.

  8. Phelan JC, Link BG, Diez-Roux A, Kawachi I, Levin B . ‘Fundamental causes’ of social inequalities in mortality: a test of the theory. J Health Soc Behav 2004; 45: 265–285.

    Article  Google Scholar 

  9. Mackenbach JP, Stirbu I, Roskam A-JR, Schaap MM, Menvielle G, Leinsalu M et al. Socioeconomic inequalities in health in 22 European countries. N Engl J Med 2008; 358: 2468–2481.

    Article  CAS  Google Scholar 

  10. Link BG, Phelan J . Social conditions as fundamental causes of disease. J Health Soc Behav 1995; Spec No: 80–94.

    Article  CAS  Google Scholar 

  11. Yach D, Hawkes C, Gould CL, Hofman KJ . The global burden of chronic diseases. JAMA 2004; 291: 2616–2622.

    Article  CAS  Google Scholar 

  12. Popkin BM . Will China's nutrition transition overwhelm its health care system and slow economic growth? Health Aff 2008; 27: 1064–1076.

    Article  Google Scholar 

  13. Ezzati M, Hoorn S, Lawes C, Leach R, James W, Lopez A et al. Rethinking the diseases of affluence paradigm: global patterns of nutritional risks in relation to economic development. PLoS Med 2005; 2: e133.

    Article  Google Scholar 

  14. Monteiro CA, Conde WL, Popkin BM . Income-specific trends in obesity in Brazil: 1975–2003. Am J Public Health 2007; 97: 1808–1812.

    Article  Google Scholar 

  15. Ziraba A, Fotso J, Ochako R . Overweight and obesity in urban Africa: a problem of the rich or the poor? BMC Public Health 2009; 9: 465.

    Article  Google Scholar 

  16. Jones-Smith JC, Gordon-Larsen P, Siddiqi A, Popkin BM . Cross-national comparisons of time trends in overweight inequality by socioeconomic status among women using repeated cross-sectional surveys from 37 developing countries, 1989–2007. Am J Epidemiol 2011; 173: 667–675.

    Article  Google Scholar 

  17. Demographic and Health Surveys. DHS Model Questionnaires. MEASURE DHS. Macro International: Calverton, 2008.

  18. Demographic and Health Surveys. DHS Guidelines for Interviewer Training. MEASURE DHS. Macro International: Calverton, 2000.

  19. WHO/FAO. Expert Consultation on Diet, Nutrition and the Prevention of Chronic Diseases: Report of the Joint WHO/FAO Expert Consultation. World Health Organization: Geneva, 2003.

  20. Rutstein SO, Johnson K, Macro O . The DHS Wealth Index. ORC Macro, MEASURE DHS, 2004.

    Google Scholar 

  21. Fernald LCH, Gertler PJ, Neufeld LM . Role of cash in conditional cash transfer programmes for child health, growth, and development: an analysis of Mexico's Oportunidades. Lancet 2008; 371: 828–837.

    Article  Google Scholar 

  22. World Bank. EdStat Indicators. http://web.worldbank.org/WBSITE/EXTERNAL/TOPICS/EXTEDUCATION/EXTDATASTATISTICS/EXTEDSTATS/0,contentMDK:21272698~menuPK:4323930~pagePK:64168445~piPK:64168309~theSitePK:3232764,00.html (accessed December 2009).

  23. World Bank. World Development Indicators. http://ddp-ext.worldbank.org/ext/DDPQQ/member.do?method=getMembers&userid=1&queryId=6 (accessed 1 December 2009).

  24. Ahmad O, Boschi-Pinto C, Lopez A, Murray C . Age Standardization of Rates: A New WHO Standard. GPE Discussion Paper Series, No. 31. World Health Organization: Geneva, 1999.

    Google Scholar 

  25. Wagstaff A, Paci P, van Doorslaer E . On the measurement of inequalities in health. Soc Sci Med 1991; 33: 545–557.

    Article  CAS  Google Scholar 

  26. WHO Expert Consultation. Appropriate body-mass index for Asian populations and its implications for policy and intervention strategies. Lancet 2004; 363: 157–163.

    Article  Google Scholar 

  27. Sterne J, Smith G, Cox D . Sifting the evidence—what's wrong with significance tests? Another comment on the role of statistical methods. BMJ 2001; 322: 226.

    Article  CAS  Google Scholar 

  28. Sobal J, Stunkard AJ . Socioeconomic status and obesity: a review of the literature. Psychol Bull 1989; 105: 260–275.

    Article  CAS  Google Scholar 

  29. Monteiro CA, Conde WL, Lu B, Popkin BM . Obesity and inequities in health in the developing world. Int J Obes Relat Metab Disord 2004; 28: 1181–1186.

    Article  CAS  Google Scholar 

  30. Ashford LS, Haub C, Kent MM, Yinger NV . Transitions in World Population. Population Reference Bureau: Washington, DC, 2004.

    Google Scholar 

Download references

Acknowledgements

This work was supported by the National Institute of Child Health and Human Development at the National Institutes of Health (NRSA T32 HD07168-30 and 31, R01-HD30880, and R01-HD38700).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to B M Popkin.

Ethics declarations

Competing interests

The authors declare no conflict of interest.

Additional information

Supplementary Information accompanies the paper on International Journal of Obesity website

Supplementary information

Rights and permissions

Reprints and permissions

About this article

Cite this article

Jones-Smith, J., Gordon-Larsen, P., Siddiqi, A. et al. Is the burden of overweight shifting to the poor across the globe? Time trends among women in 39 low- and middle-income countries (1991–2008). Int J Obes 36, 1114–1120 (2012). https://doi.org/10.1038/ijo.2011.179

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/ijo.2011.179

Keywords

This article is cited by

Search

Quick links