IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0105287.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0105287
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0105287&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0105287?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    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. 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.
    5. 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.
    6. 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.
    7. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. 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.
    2. 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.
    3. 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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    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. Hindriks, Jean & Serse, Valerio, 2022. "The incidence of VAT reforms in electricity markets: Evidence from Belgium," International Journal of Industrial Organization, Elsevier, vol. 80(C).
    3. Allais, Olivier & Etilé, Fabrice & Lecocq, Sébastien, 2015. "Mandatory labels, taxes and market forces: An empirical evaluation of fat policies," Journal of Health Economics, Elsevier, vol. 43(C), pages 27-44.
    4. Pierre Dubois & Rachel Griffith & Martin O'Connell, 2020. "How Well Targeted Are Soda Taxes?," American Economic Review, American Economic Association, vol. 110(11), pages 3661-3704, November.
    5. Bonnet, Céline & Réquillart, Vincent, 2023. "The effects of taxation on the individual consumption of sugar-sweetened beverages," Economics & Human Biology, Elsevier, vol. 51(C).
    6. John Cawley & Chelsea Crain & David Frisvold & David Jones, 2018. "The Pass-Through of the Largest Tax on Sugar-Sweetened Beverages: The Case of Boulder, Colorado," NBER Working Papers 25050, National Bureau of Economic Research, Inc.
    7. Harding, Matthew & Lovenheim, Michael, 2017. "The effect of prices on nutrition: Comparing the impact of product- and nutrient-specific taxes," Journal of Health Economics, Elsevier, vol. 53(C), pages 53-71.
    8. Fabrice Etilé & Sebastien Lecocq & Christine Boizot-Szantai, 2018. "The Incidence of Soft-Drink Taxes on Consumer Prices and Welfare: Evidence from the French " Soda Tax"," PSE Working Papers halshs-01808198, HAL.
    9. Paula Carvalho Pereda & Carolina Policarpo Garcia, 2021. "Price impact of taxes on sugary drinks in Brazil," Working Papers, Department of Economics 2021_06, University of São Paulo (FEA-USP).
    10. Xiang, Di & Zhan, Lue & Bordignon, Massimo, 2020. "A reconsideration of the sugar sweetened beverage tax in a household production model," Food Policy, Elsevier, vol. 95(C).
    11. Panayiota Lyssiotou & Elena Savva, 2021. "Who pays taxes on basic foodstuffs? Evidence from broadening the VAT base," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 28(1), pages 212-247, February.
    12. Silva, Andres & Etilé, Fabrice & Boizot-Szantai, Christine & Dharmasena, Senarath, 2013. "The Impact of Beverage Taxes on Quantity and Quality of Consumption in France," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 150428, Agricultural and Applied Economics Association.
    13. Libby Hattersley & Alan Fuchs & Alberto Gonima & Lynn Silver & Kate Mandeville, 2020. "Business, Employment, and Productivity Impacts of Sugar-Sweetened Beverages Taxes," World Bank Publications - Reports 34082, The World Bank Group.
    14. Massimo Bordignon & Di Xiang & Lue Zhan, 2018. "Predicting the Effects of a Sugar Sweetened Beverage Tax in a Household Production Model," DISCE - Working Papers del Dipartimento di Economia e Finanza def075, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    15. Fabrice Etilé & Sébastien Lecocq & Christine Boizot-Szantai, 2021. "Market heterogeneity and the distributional incidence of soft-drink taxes: evidence from France [Regressive sin taxes, with an application to the optimal soda tax]," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 48(4), pages 915-939.
    16. Vall Castelló, Judit & Lopez Casasnovas, Guillem, 2020. "Impact of SSB taxes on sales," Economics & Human Biology, Elsevier, vol. 36(C).
    17. Raymundo M. Campos-Vázquez & Eduardo M. Medina-Cortina, 2019. "Pass-through and competition: the impact of soft drink taxes as seen through Mexican supermarkets," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 28(1), pages 1-23, December.
    18. Davide Dragone & Francesco Manaresi & Luca Savorelli, 2016. "Obesity and Smoking: can we Kill Two Birds with one Tax?," Health Economics, John Wiley & Sons, Ltd., vol. 25(11), pages 1464-1482, November.
    19. 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.
    20. Emily Wang & Christian Rojas & Francesca Colantuoni, 2017. "Heterogeneous Behavior, Obesity, and Storability in the Demand for Soft Drinks," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(1), pages 18-33.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0105287. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.