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The Potential Impact of a 20% Tax on Sugar-Sweetened Beverages on Obesity in South African Adults: A Mathematical Model

Author

Listed:
  • Mercy Manyema
  • Lennert J Veerman
  • Lumbwe Chola
  • Aviva Tugendhaft
  • Benn Sartorius
  • Demetre Labadarios
  • Karen J Hofman

Abstract

Background/Objectives: The prevalence of obesity in South Africa has risen sharply, as has the consumption of sugar-sweetened beverages (SSBs). Research shows that consumption of SSBs leads to weight gain in both adults and children, and reducing SSBs will significantly impact the prevalence of obesity and its related diseases. We estimated the effect of a 20% tax on SSBs on the prevalence of and obesity among adults in South Africa. Methods: A mathematical simulation model was constructed to estimate the effect of a 20% SSB tax on the prevalence of obesity. We used consumption data from the 2012 SA National Health and Nutrition Examination Survey and a previous meta-analysis of studies on own- and cross-price elasticities of SSBs to estimate the shift in daily energy consumption expected of increased prices of SSBs, and energy balance equations to estimate shifts in body mass index. The population distribution of BMI by age and sex was modelled by fitting measured data from the SA National Income Dynamics Survey 2012 to the lognormal distribution and shifting the mean values. Uncertainty was assessed with Monte Carlo simulations. Results: A 20% tax is predicted to reduce energy intake by about 36kJ per day (95% CI: 9-68kJ). Obesity is projected to reduce by 3.8% (95% CI: 0.6%–7.1%) in men and 2.4% (95% CI: 0.4%–4.4%) in women. The number of obese adults would decrease by over 220 000 (95% CI: 24 197–411 759). Conclusions: Taxing SSBs could impact the burden of obesity in South Africa particularly in young adults, as one component of a multi-faceted effort to prevent obesity.

Suggested Citation

  • Mercy Manyema & Lennert J Veerman & Lumbwe Chola & Aviva Tugendhaft & Benn Sartorius & Demetre Labadarios & Karen J Hofman, 2014. "The Potential Impact of a 20% Tax on Sugar-Sweetened Beverages on Obesity in South African Adults: A Mathematical Model," PLOS ONE, Public Library of Science, vol. 9(8), pages 1-10, August.
  • Handle: RePEc:plo:pone00:0105287
    DOI: 10.1371/journal.pone.0105287
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    References listed on IDEAS

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    1. Nicoletta Berardi & Patrick Sevestre & Marine Tépaut & Alexandre Vigneron, 2016. "The impact of a ‘soda tax’ on prices: evidence from French micro data," Applied Economics, Taylor & Francis Journals, vol. 48(41), pages 3976-3994, September.
    2. Sanjay Basu & Sukumar Vellakkal & Sutapa Agrawal & David Stuckler & Barry Popkin & Shah Ebrahim, 2014. "Averting Obesity and Type 2 Diabetes in India through Sugar-Sweetened Beverage Taxation: An Economic-Epidemiologic Modeling Study," PLOS Medicine, Public Library of Science, vol. 11(1), pages 1-13, January.
    3. Donald S. Kenkel, 2005. "Are Alcohol Tax Hikes Fully Passed Through to Prices? Evidence from Alaska," American Economic Review, American Economic Association, vol. 95(2), pages 273-277, May.
    4. Finkelstein, Eric A. & Zhen, Chen & Bilger, Marcel & Nonnemaker, James & Farooqui, Assad M. & Todd, Jessica E., 2013. "Implications of a sugar-sweetened beverage (SSB) tax when substitutions to non-beverage items are considered," Journal of Health Economics, Elsevier, vol. 32(1), pages 219-239.
    5. Claro, R.M. & Levy, R.B. & Popkin, B.M. & Monteiro, C.A., 2012. "Sugar-sweetened beverage Taxes in Brazil," American Journal of Public Health, American Public Health Association, vol. 102(1), pages 178-183.
    6. Cawley, John & Meyerhoefer, Chad, 2012. "The medical care costs of obesity: An instrumental variables approach," Journal of Health Economics, Elsevier, vol. 31(1), pages 219-230.
    7. Armfield, J.M. & Spencer, A.J. & Roberts-Thomson, K.F. & Plastow, K., 2013. "Water fluoridation and the association of sugar-sweetened beverage consumption and dental caries in Australian children," American Journal of Public Health, American Public Health Association, vol. 103(3), pages 494-500.
    8. Powell, L.M. & Wada, R. & Persky, J.J. & Chaloupka, F.J., 2014. "Employment impact of sugar-sweetened beverage taxes," American Journal of Public Health, American Public Health Association, vol. 104(4), pages 672-677.
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    Cited by:

    1. Sharon S Nakhimovsky & Andrea B Feigl & Carlos Avila & Gael O’Sullivan & Elizabeth Macgregor-Skinner & Mark Spranca, 2016. "Taxes on Sugar-Sweetened Beverages to Reduce Overweight and Obesity in Middle-Income Countries: A Systematic Review," PLOS ONE, Public Library of Science, vol. 11(9), pages 1-22, September.
    2. Tonatiuh Barrientos-Gutierrez & Rodrigo Zepeda-Tello & Eliane R Rodrigues & Arantxa Colchero-Aragonés & Rosalba Rojas-Martínez & Eduardo Lazcano-Ponce & Mauricio Hernández-Ávila & Juan Rivera-Dommarco, 2017. "Expected population weight and diabetes impact of the 1-peso-per-litre tax to sugar sweetened beverages in Mexico," PLOS ONE, Public Library of Science, vol. 12(5), pages 1-15, May.
    3. Gomo, Charity & Birg, Laura, 2018. "The economic and health impact of a tax on sugar sweetened beverages (SSBs) in South Africa," University of Göttingen Working Papers in Economics 356, University of Goettingen, Department of Economics.

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