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An investigation of body mass distributional changes in Australia, 1995–2017/18

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  • Vijayasivajie, Anushiya
  • Mukhopadhaya, Pundarik
  • Heaton, Chris

Abstract

This study investigates changes in the distribution of body mass for adult Australians between 1995 and 2017/18. Using three nationally representative health surveys, we first apply the parametric generalised entropy (GE) class of inequality indices to measure the level of disparity in the body mass distribution. Results from the GE measure reveal that, while growth of body mass inequality is a population-wide experience, demographic and socio-economic factors explain only a modest portion of total inequality. We then apply the relative distributions (RD) method to garner richer insights on changes to the body mass distribution. The non-parametric RD method reveals growth in the proportion of adult Australians falling into the upper deciles of the body mass distribution since 1995. Then, hypothetically keeping the shape of the distribution unchanged, we discern that body mass increases across all deciles of the distribution (location effect) is an important contributor to the observed distributional change. After removing the location effect, however, we find a non-trivial role for distributional shape changes (growth of the proportion of adults at the upper and lower parts of the distribution as the proportion in the middle diminish). While our findings support current policy directions that target the population as a whole, factors driving shape changes to the body mass distribution also need consideration when designing anti-obesity campaigns, especially when aimed at women.

Suggested Citation

  • Vijayasivajie, Anushiya & Mukhopadhaya, Pundarik & Heaton, Chris, 2023. "An investigation of body mass distributional changes in Australia, 1995–2017/18," Economics & Human Biology, Elsevier, vol. 50(C).
  • Handle: RePEc:eee:ehbiol:v:50:y:2023:i:c:s1570677x23000515
    DOI: 10.1016/j.ehb.2023.101270
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    References listed on IDEAS

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    1. Fang, Pengqian & Dong, Siping & Xiao, Jingjing & Liu, Chaojie & Feng, Xianwei & Wang, Yiping, 2010. "Regional inequality in health and its determinants: Evidence from China," Health Policy, Elsevier, vol. 94(1), pages 14-25, January.
    2. Meliyanni Johar & Hajime Katayama, 2012. "Quantile regression analysis of body mass and wages," Health Economics, John Wiley & Sons, Ltd., vol. 21(5), pages 597-611, May.
    3. Cowell, Frank, 2011. "Measuring Inequality," OUP Catalogue, Oxford University Press, edition 3, number 9780199594047.
    4. F. Clementi & A. L. Dabalen & V. Molini & F. Schettino, 2017. "When the Centre Cannot Hold: Patterns of Polarization in Nigeria," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63(4), pages 608-632, December.
    5. Caliendo, Marco & Lee, Wang-Sheng, 2013. "Fat chance! Obesity and the transition from unemployment to employment," Economics & Human Biology, Elsevier, vol. 11(2), pages 121-133.
    6. Ben Jann, 2021. "Relative distribution analysis in Stata," Stata Journal, StataCorp LP, vol. 21(4), pages 885-951, December.
    7. Ben Jann, 2021. "Relative distribution analysis in Stata," Stata Journal, StataCorp LP, vol. 21(4), pages 885-951, December.
    8. Nie, Peng & Ding, Lanlin & Sousa-Poza, Alfonso, 2019. "Obesity inequality and the changing shape of the bodyweight distribution in China," China Economic Review, Elsevier, vol. 58(C).
    9. Paul Contoyannis & John Wildman, 2007. "Using relative distributions to investigate the body mass index in England and Canada," Health Economics, John Wiley & Sons, Ltd., vol. 16(9), pages 929-944, September.
    10. Euna Han & Edward C. Norton & Sally C. Stearns, 2009. "Weight and wages: fat versus lean paychecks," Health Economics, John Wiley & Sons, Ltd., vol. 18(5), pages 535-548, May.
    11. Pradhan, Menno & Sahn, David E. & Younger, Stephen D., 2003. "Decomposing world health inequality," Journal of Health Economics, Elsevier, vol. 22(2), pages 271-293, March.
    12. David Sahn, 2009. "Weights on the rise: where and for whom?," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 7(4), pages 351-370, December.
    13. Brunello, Giorgio & D'Hombres, Beatrice, 2007. "Does body weight affect wages?: Evidence from Europe," Economics & Human Biology, Elsevier, vol. 5(1), pages 1-19, March.
    14. John Cawley, 2004. "The Impact of Obesity on Wages," Journal of Human Resources, University of Wisconsin Press, vol. 39(2).
    15. Carpenter, K.M. & Hasin, D.S. & Allison, D.B. & Faith, M.S., 2000. "Relationships between obesity and DSM-IV major depressive disorder, suicide ideation, and suicide attempts: Results from a general population study," American Journal of Public Health, American Public Health Association, vol. 90(2), pages 251-257.
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